refactor(store,tools): migrate IDs from UUID to bigserial int64

All internal entity lookups now use bigserial primary keys (int64) while GUIDs are retained for external/public identification. Updated store functions (TouchProject, UpdateThoughtMetadata, AddThoughtAttachment) to query by id instead of guid, added GetThoughtByID, changed semanticSearch and all tool helpers to use *int64 project IDs, and updated retry/backfill workers to use int64 thought IDs throughout.
feat(ui): add content editor components for skills and thoughts
2026-05-03 11:43:34 +02:00 · 2026-05-02 19:35:27 +02:00 · 2026-04-30 21:02:37 +02:00 · 2026-04-30 20:31:34 +02:00 · 2026-04-30 16:04:04 +02:00 · 2026-04-27 00:23:06 +02:00
153 changed files with 14336 additions and 5546 deletions
--- a/.gitignore
+++ b/.gitignore
@@ -33,5 +33,6 @@ bin/
 OB1/
 ui/node_modules/
 ui/.svelte-kit/
-internal/app/ui/dist/
+internal/app/ui/dist/*
+!internal/app/ui/dist/placeholder.txt
 .codex
--- a/54
+++ b/54
@@ -4,7 +4,10 @@ SERVER_BIN := $(BIN_DIR)/amcs-server
 CMD_SERVER := ./cmd/amcs-server
 BUILDINFO_PKG := git.warky.dev/wdevs/amcs/internal/buildinfo
 UI_DIR := $(CURDIR)/ui
+AMCS_UI_BACKEND ?= http://127.0.0.1:8080
 PATCH_INCREMENT ?= 1
+RELEASE_VERSION ?=
+RELEASE_REMOTE ?= origin
 VERSION_TAG ?= $(shell git describe --tags --exact-match 2>/dev/null || echo dev)
 COMMIT_SHA ?= $(shell git rev-parse --short HEAD 2>/dev/null || echo unknown)
 BUILD_DATE ?= $(shell date -u +%Y-%m-%dT%H:%M:%SZ)
@@ -12,6 +15,7 @@ RELSPEC ?= $(shell command -v relspec 2>/dev/null || echo $(HOME)/go/bin/relspec
 SCHEMA_FILES := $(sort $(wildcard schema/*.dbml))
 MERGE_TARGET_TMP := $(CURDIR)/.cache/schema.merge-target.dbml
 GENERATED_SCHEMA_MIGRATION := migrations/020_generated_schema.sql
+GENERATED_MODELS_DIR := internal/generatedmodels
 PNPM ?= pnpm
 LDFLAGS := -s -w \
 	-X $(BUILDINFO_PKG).Version=$(VERSION_TAG) \
@@ -19,10 +23,27 @@ LDFLAGS := -s -w \
 	-X $(BUILDINFO_PKG).Commit=$(COMMIT_SHA) \
 	-X $(BUILDINFO_PKG).BuildDate=$(BUILD_DATE)

-.PHONY: all build clean migrate release-version test generate-migrations check-schema-drift build-cli ui-install ui-build ui-dev ui-check
+.PHONY: all build clean migrate release-version release-build test generate-migrations generate-models check-schema-drift build-cli ui-install ui-build ui-dev ui-check help

 all: build

+help:
+	@echo "Available targets:"
+	@echo "  build                Build server binary (includes UI build)"
+	@echo "  build-cli            Build CLI binary"
+	@echo "  test                 Run all tests (includes UI check)"
+	@echo "  clean                Remove build artifacts"
+	@echo "  migrate              Run database migrations"
+	@echo "  release-version      Tag and push a release (auto patch bump or RELEASE_VERSION=vX.Y.Z)"
+	@echo "  release-build        Build with a specific release tag (RELEASE_VERSION=vX.Y.Z)"
+	@echo "  generate-migrations  Generate SQL migration from DBML schema files"
+	@echo "  generate-models      Generate Go models from DBML schema"
+	@echo "  check-schema-drift   Verify generated migration matches current schema"
+	@echo "  ui-install           Install UI dependencies"
+	@echo "  ui-build             Build UI assets"
+	@echo "  ui-dev               Start UI dev server with local API proxy"
+	@echo "  ui-check             Run UI type checks"
+
 build: ui-build
 	@mkdir -p $(BIN_DIR)
 	go build -ldflags "$(LDFLAGS)" -o $(SERVER_BIN) $(CMD_SERVER)
@@ -34,7 +55,7 @@ ui-build: ui-install
 	cd $(UI_DIR) && $(PNPM) run build

 ui-dev: ui-install
-	cd $(UI_DIR) && $(PNPM) run dev
+	cd $(UI_DIR) && VITE_API_URL=/api AMCS_UI_BACKEND=$(AMCS_UI_BACKEND) $(PNPM) run dev

 ui-check: ui-install
 	cd $(UI_DIR) && $(PNPM) run check
@@ -47,7 +68,13 @@ release-version:
 	@case "$(PATCH_INCREMENT)" in \
 		''|*[!0-9]*|0) echo "PATCH_INCREMENT must be a positive integer" >&2; exit 1 ;; \
 	esac
-	@latest=$$(git tag --list 'v[0-9]*.[0-9]*.[0-9]*' --sort=-v:refname | head -n 1); \
+	@if ! git diff --quiet || ! git diff --cached --quiet; then \
+		echo "Refusing to release from a dirty working tree. Commit or stash changes first." >&2; \
+		exit 1; \
+	fi
+	@next_tag="$(RELEASE_VERSION)"; \
+	if [ -z "$$next_tag" ]; then \
+		latest=$$(git tag --list 'v[0-9]*.[0-9]*.[0-9]*' --sort=-v:refname | head -n 1); \
 		if [ -z "$$latest" ]; then latest="v0.0.0"; fi; \
 		version=$${latest#v}; \
 		major=$${version%%.*}; \
@@ -56,13 +83,26 @@ release-version:
 		patch=$${rest##*.}; \
 		next_patch=$$((patch + $(PATCH_INCREMENT))); \
 		next_tag="v$$major.$$minor.$$next_patch"; \
+	fi; \
+	case "$$next_tag" in \
+		v[0-9]*.[0-9]*.[0-9]*) ;; \
+		*) echo "RELEASE_VERSION must look like vX.Y.Z (got '$$next_tag')" >&2; exit 1 ;; \
+	esac; \
 	if git rev-parse -q --verify "refs/tags/$$next_tag" >/dev/null; then \
 		echo "$$next_tag already exists" >&2; \
 		exit 1; \
 	fi; \
 	git tag -a "$$next_tag" -m "Release $$next_tag"; \
-	git push origin "$$next_tag"; \
-	echo "$$next_tag"
+	git push $(RELEASE_REMOTE) "$$next_tag"; \
+	$(MAKE) release-build RELEASE_VERSION="$$next_tag"; \
+	echo "Released $$next_tag"
+
+release-build:
+	@case "$(RELEASE_VERSION)" in \
+		v[0-9]*.[0-9]*.[0-9]*) ;; \
+		*) echo "RELEASE_VERSION must look like vX.Y.Z" >&2; exit 1 ;; \
+	esac
+	@$(MAKE) build build-cli VERSION_TAG="$(RELEASE_VERSION)"

 migrate:
 	./scripts/migrate.sh
@@ -78,6 +118,10 @@ generate-migrations:
 	@schema_list=$$(printf '%s\n' $(SCHEMA_FILES) | paste -sd, -); \
 	$(RELSPEC) merge --target dbml --target-path $(MERGE_TARGET_TMP) --source dbml --from-list "$$schema_list" --output pgsql --output-path $(GENERATED_SCHEMA_MIGRATION)

+generate-models:
+	@test -n "$(SCHEMA_FILES)" || (echo "No DBML schema files found in schema/" >&2; exit 1)
+	@./scripts/generate-models.sh
+
 check-schema-drift:
 	@test -f $(GENERATED_SCHEMA_MIGRATION) || (echo "$(GENERATED_SCHEMA_MIGRATION) is missing; run make generate-migrations" >&2; exit 1)
 	@command -v $(RELSPEC) >/dev/null 2>&1 || (echo "relspec not found; install git.warky.dev/wdevs/relspecgo/cmd/relspec@latest" >&2; exit 1)
--- a/README.md
+++ b/README.md
@@ -1,10 +1,10 @@
 # AMCS Directory

-This is the AMCS (Advanced Module Control System) directory.
+This is the AMCS (Avalon Memory Control Service) directory.

 ## Purpose

-The AMCS directory is used to store configuration and code for the Advanced Module Control System, which handles...
+The AMCS directory is used to store configuration and code for the Avalon Memory Control Service, which handles...

 ## Structure

@@ -31,6 +31,9 @@ The AMCS directory is used to store configuration and code for the Advanced Modu
 | `get_project_context` | Recent + semantic context for a project; uses explicit `project` or the active session project |
 | `set_active_project` | Set session project scope; requires a stateful MCP session |
 | `get_active_project` | Get current session project |
+| `add_learning` | Create a curated learning record distinct from raw thoughts |
+| `get_learning` | Retrieve a structured learning by ID |
+| `list_learnings` | List structured learnings by project/category/area/status/priority/tag/query |
 | `summarize_thoughts` | LLM prose summary over a filtered set |
 | `recall_context` | Semantic + recency context block for injection |
 | `link_thoughts` | Create a typed relationship between thoughts |
@@ -66,6 +69,17 @@ The AMCS directory is used to store configuration and code for the Advanced Modu
 | `describe_tools` | List all available MCP tools with names, descriptions, categories, and model-authored usage notes; call this at the start of a session to orient yourself |
 | `annotate_tool` | Persist your own usage notes for a specific tool; notes are returned by `describe_tools` in future sessions |

+## Learnings
+
+Learnings are curated, structured memory records for durable insights you want to keep distinct from raw thoughts. Use them for normalized lessons, decisions, and evidence-backed findings that should be easy to retrieve and review over time.
+
+Compared with `capture_thought`, learnings are more explicit and reviewable: they include a required `summary`, optional `details`, and structured fields like `category`, `area`, `status`, `priority`, `confidence`, and `tags`, plus optional links to a `project`, `related_thought_id`, or `related_skill_id`.
+
+Use:
+- `add_learning` to create a curated learning.
+- `get_learning` to fetch one by ID.
+- `list_learnings` to filter curated learnings across project and status dimensions.
+
 ## Self-Documenting Tools

 AMCS includes a built-in tool directory that models can read and annotate.
@@ -598,6 +612,26 @@ Run the SQL migrations against a local database with:

 The web UI now lives in the top-level `ui/` module and is embedded into the Go binary at build time with `go:embed`.

+### Admin UI deployment model
+
+AMCS uses a **lightweight embedded SPA panel** model:
+
+- the Svelte admin app is compiled to static assets
+- assets are embedded in the server binary and served from `/`
+- backend APIs (`/api/status`, `/api/rs/*`, admin action routes, OAuth endpoints) stay on the same origin
+- auth is enforced server-side for all sensitive API routes
+
+This keeps deployment simple (single binary/container) while preserving SPA ergonomics for operator workflows.
+
+### UI stack baseline
+
+The admin frontend baseline is:
+
+- Svelte 5 for the app shell and pages
+- ResolveSpec-backed APIs for data access
+- `@warkypublic/svelix` for admin UX components (including `GridlerFull` and form controllers)
+- `@warkypublic/artemis-kit` as the default JavaScript tooling dependency baseline in `ui/package.json`
+
 **Use `pnpm` for all UI work in this repo.**

 - `make build` — runs the real UI build first, then compiles the Go server
--- a/configs/dev.yaml
+++ b/configs/dev.yaml
@@ -25,8 +25,8 @@ auth:
  oauth:
    clients:
      - id: "oauth-client"
-        client_id: ""
-        client_secret: ""
+        client_id: "test_aab32200464910ab697efbd760e7ed2c"
+        client_secret: "test_135369559a422b4b93fcb534a4aed2c9"
        description: "used when auth.mode=oauth_client_credentials"

 database:
--- a/go.mod
+++ b/go.mod
@@ -3,29 +3,85 @@ module git.warky.dev/wdevs/amcs
 go 1.26.1

 require (
+	github.com/bitechdev/ResolveSpec v1.0.87
 	github.com/google/jsonschema-go v0.4.2
 	github.com/google/uuid v1.6.0
 	github.com/jackc/pgx/v5 v5.9.1
 	github.com/modelcontextprotocol/go-sdk v1.4.1
 	github.com/pgvector/pgvector-go v0.3.0
 	github.com/spf13/cobra v1.10.2
-	golang.org/x/sync v0.17.0
+	github.com/uptrace/bun v1.2.16
+	github.com/uptrace/bun/dialect/pgdialect v1.2.16
+	github.com/uptrace/bun/driver/pgdriver v1.1.12
+	github.com/uptrace/bunrouter v1.0.23
+	golang.org/x/sync v0.19.0
 	gopkg.in/yaml.v3 v3.0.1
 )

 require (
+	github.com/beorn7/perks v1.0.1 // indirect
+	github.com/bradfitz/gomemcache v0.0.0-20250403215159-8d39553ac7cf // indirect
+	github.com/cespare/xxhash/v2 v2.3.0 // indirect
+	github.com/davecgh/go-spew v1.1.1 // indirect
+	github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect
+	github.com/fsnotify/fsnotify v1.9.0 // indirect
+	github.com/getsentry/sentry-go v0.40.0 // indirect
+	github.com/go-viper/mapstructure/v2 v2.4.0 // indirect
+	github.com/golang-sql/civil v0.0.0-20220223132316-b832511892a9 // indirect
+	github.com/golang-sql/sqlexp v0.1.0 // indirect
+	github.com/gorilla/mux v1.8.1 // indirect
 	github.com/inconshreveable/mousetrap v1.1.0 // indirect
 	github.com/jackc/pgpassfile v1.0.0 // indirect
 	github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761 // indirect
 	github.com/jackc/puddle/v2 v2.2.2 // indirect
-	github.com/kr/text v0.2.0 // indirect
+	github.com/jinzhu/inflection v1.0.0 // indirect
+	github.com/jinzhu/now v1.1.5 // indirect
+	github.com/mattn/go-sqlite3 v1.14.33 // indirect
+	github.com/microsoft/go-mssqldb v1.9.5 // indirect
+	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
+	github.com/pelletier/go-toml/v2 v2.2.4 // indirect
+	github.com/pmezard/go-difflib v1.0.0 // indirect
+	github.com/prometheus/client_golang v1.23.2 // indirect
+	github.com/prometheus/client_model v0.6.2 // indirect
+	github.com/prometheus/common v0.67.4 // indirect
+	github.com/prometheus/procfs v0.19.2 // indirect
+	github.com/puzpuzpuz/xsync/v3 v3.5.1 // indirect
+	github.com/redis/go-redis/v9 v9.17.2 // indirect
 	github.com/rogpeppe/go-internal v1.14.1 // indirect
+	github.com/sagikazarmark/locafero v0.12.0 // indirect
 	github.com/segmentio/asm v1.1.3 // indirect
 	github.com/segmentio/encoding v0.5.4 // indirect
-	github.com/spf13/pflag v1.0.9 // indirect
+	github.com/shopspring/decimal v1.4.0 // indirect
+	github.com/spf13/afero v1.15.0 // indirect
+	github.com/spf13/cast v1.10.0 // indirect
+	github.com/spf13/pflag v1.0.10 // indirect
+	github.com/spf13/viper v1.21.0 // indirect
+	github.com/stretchr/testify v1.11.1 // indirect
+	github.com/subosito/gotenv v1.6.0 // indirect
+	github.com/tidwall/gjson v1.18.0 // indirect
+	github.com/tidwall/match v1.2.0 // indirect
+	github.com/tidwall/pretty v1.2.1 // indirect
+	github.com/tidwall/sjson v1.2.5 // indirect
+	github.com/tmthrgd/go-hex v0.0.0-20190904060850-447a3041c3bc // indirect
+	github.com/uptrace/bun/dialect/mssqldialect v1.2.16 // indirect
+	github.com/uptrace/bun/dialect/sqlitedialect v1.2.16 // indirect
+	github.com/vmihailenco/msgpack/v5 v5.4.1 // indirect
+	github.com/vmihailenco/tagparser/v2 v2.0.0 // indirect
 	github.com/x448/float16 v0.8.4 // indirect
 	github.com/yosida95/uritemplate/v3 v3.0.2 // indirect
+	go.uber.org/multierr v1.11.0 // indirect
+	go.uber.org/zap v1.27.1 // indirect
+	go.yaml.in/yaml/v2 v2.4.3 // indirect
+	go.yaml.in/yaml/v3 v3.0.4 // indirect
+	golang.org/x/crypto v0.46.0 // indirect
+	golang.org/x/mod v0.31.0 // indirect
 	golang.org/x/oauth2 v0.34.0 // indirect
 	golang.org/x/sys v0.40.0 // indirect
-	golang.org/x/text v0.29.0 // indirect
+	golang.org/x/text v0.32.0 // indirect
+	google.golang.org/protobuf v1.36.11 // indirect
+	gorm.io/driver/postgres v1.6.0 // indirect
+	gorm.io/driver/sqlite v1.6.0 // indirect
+	gorm.io/driver/sqlserver v1.6.3 // indirect
+	gorm.io/gorm v1.31.1 // indirect
+	mellium.im/sasl v0.3.1 // indirect
 )
--- a/go.sum
+++ b/go.sum
@@ -1,22 +1,129 @@
+dario.cat/mergo v1.0.2 h1:85+piFYR1tMbRrLcDwR18y4UKJ3aH1Tbzi24VRW1TK8=
+dario.cat/mergo v1.0.2/go.mod h1:E/hbnu0NxMFBjpMIE34DRGLWqDy0g5FuKDhCb31ngxA=
 entgo.io/ent v0.14.3 h1:wokAV/kIlH9TeklJWGGS7AYJdVckr0DloWjIcO9iIIQ=
 entgo.io/ent v0.14.3/go.mod h1:aDPE/OziPEu8+OWbzy4UlvWmD2/kbRuWfK2A40hcxJM=
+github.com/Azure/azure-sdk-for-go/sdk/azcore v1.7.0/go.mod h1:bjGvMhVMb+EEm3VRNQawDMUyMMjo+S5ewNjflkep/0Q=
+github.com/Azure/azure-sdk-for-go/sdk/azcore v1.7.1/go.mod h1:bjGvMhVMb+EEm3VRNQawDMUyMMjo+S5ewNjflkep/0Q=
+github.com/Azure/azure-sdk-for-go/sdk/azcore v1.11.1/go.mod h1:a6xsAQUZg+VsS3TJ05SRp524Hs4pZ/AeFSr5ENf0Yjo=
+github.com/Azure/azure-sdk-for-go/sdk/azcore v1.18.0 h1:Gt0j3wceWMwPmiazCa8MzMA0MfhmPIz0Qp0FJ6qcM0U=
+github.com/Azure/azure-sdk-for-go/sdk/azcore v1.18.0/go.mod h1:Ot/6aikWnKWi4l9QB7qVSwa8iMphQNqkWALMoNT3rzM=
+github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.3.1/go.mod h1:uE9zaUfEQT/nbQjVi2IblCG9iaLtZsuYZ8ne+PuQ02M=
+github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.6.0/go.mod h1:9kIvujWAA58nmPmWB1m23fyWic1kYZMxD9CxaWn4Qpg=
+github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.10.1 h1:B+blDbyVIG3WaikNxPnhPiJ1MThR03b3vKGtER95TP4=
+github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.10.1/go.mod h1:JdM5psgjfBf5fo2uWOZhflPWyDBZ/O/CNAH9CtsuZE4=
+github.com/Azure/azure-sdk-for-go/sdk/internal v1.3.0/go.mod h1:okt5dMMTOFjX/aovMlrjvvXoPMBVSPzk9185BT0+eZM=
+github.com/Azure/azure-sdk-for-go/sdk/internal v1.5.2/go.mod h1:yInRyqWXAuaPrgI7p70+lDDgh3mlBohis29jGMISnmc=
+github.com/Azure/azure-sdk-for-go/sdk/internal v1.8.0/go.mod h1:4OG6tQ9EOP/MT0NMjDlRzWoVFxfu9rN9B2X+tlSVktg=
+github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.1 h1:FPKJS1T+clwv+OLGt13a8UjqeRuh0O4SJ3lUriThc+4=
+github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.1/go.mod h1:j2chePtV91HrC22tGoRX3sGY42uF13WzmmV80/OdVAA=
+github.com/Azure/azure-sdk-for-go/sdk/security/keyvault/azkeys v1.0.1/go.mod h1:GpPjLhVR9dnUoJMyHWSPy71xY9/lcmpzIPZXmF0FCVY=
+github.com/Azure/azure-sdk-for-go/sdk/security/keyvault/azkeys v1.3.1 h1:Wgf5rZba3YZqeTNJPtvqZoBu1sBN/L4sry+u2U3Y75w=
+github.com/Azure/azure-sdk-for-go/sdk/security/keyvault/azkeys v1.3.1/go.mod h1:xxCBG/f/4Vbmh2XQJBsOmNdxWUY5j/s27jujKPbQf14=
+github.com/Azure/azure-sdk-for-go/sdk/security/keyvault/internal v1.0.0/go.mod h1:bTSOgj05NGRuHHhQwAdPnYr9TOdNmKlZTgGLL6nyAdI=
+github.com/Azure/azure-sdk-for-go/sdk/security/keyvault/internal v1.1.1 h1:bFWuoEKg+gImo7pvkiQEFAc8ocibADgXeiLAxWhWmkI=
+github.com/Azure/azure-sdk-for-go/sdk/security/keyvault/internal v1.1.1/go.mod h1:Vih/3yc6yac2JzU4hzpaDupBJP0Flaia9rXXrU8xyww=
+github.com/Azure/go-ansiterm v0.0.0-20210617225240-d185dfc1b5a1 h1:UQHMgLO+TxOElx5B5HZ4hJQsoJ/PvUvKRhJHDQXO8P8=
+github.com/Azure/go-ansiterm v0.0.0-20210617225240-d185dfc1b5a1/go.mod h1:xomTg63KZ2rFqZQzSB4Vz2SUXa1BpHTVz9L5PTmPC4E=
+github.com/AzureAD/microsoft-authentication-library-for-go v1.1.1/go.mod h1:wP83P5OoQ5p6ip3ScPr0BAq0BvuPAvacpEuSzyouqAI=
+github.com/AzureAD/microsoft-authentication-library-for-go v1.2.2/go.mod h1:wP83P5OoQ5p6ip3ScPr0BAq0BvuPAvacpEuSzyouqAI=
+github.com/AzureAD/microsoft-authentication-library-for-go v1.4.2 h1:oygO0locgZJe7PpYPXT5A29ZkwJaPqcva7BVeemZOZs=
+github.com/AzureAD/microsoft-authentication-library-for-go v1.4.2/go.mod h1:wP83P5OoQ5p6ip3ScPr0BAq0BvuPAvacpEuSzyouqAI=
+github.com/DATA-DOG/go-sqlmock v1.5.2 h1:OcvFkGmslmlZibjAjaHm3L//6LiuBgolP7OputlJIzU=
+github.com/DATA-DOG/go-sqlmock v1.5.2/go.mod h1:88MAG/4G7SMwSE3CeA0ZKzrT5CiOU3OJ+JlNzwDqpNU=
+github.com/Microsoft/go-winio v0.6.2 h1:F2VQgta7ecxGYO8k3ZZz3RS8fVIXVxONVUPlNERoyfY=
+github.com/Microsoft/go-winio v0.6.2/go.mod h1:yd8OoFMLzJbo9gZq8j5qaps8bJ9aShtEA8Ipt1oGCvU=
+github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM=
+github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw=
+github.com/bitechdev/ResolveSpec v1.0.86 h1:a4yFMMDizrmvDOV61cj/+kD+mEtKL/5EIHY2GcP3uJU=
+github.com/bitechdev/ResolveSpec v1.0.86/go.mod h1:YZOY2YCD0Kmb+pjAMhOqPh4q82Hij57F/CLlCMkzT78=
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@@ -81,28 +317,171 @@ github.com/x448/float16 v0.8.4 h1:qLwI1I70+NjRFUR3zs1JPUCgaCXSh3SW62uAKT1mSBM=
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 golang.org/x/tools v0.41.0 h1:a9b8iMweWG+S0OBnlU36rzLp20z1Rp10w+IY2czHTQc=
 golang.org/x/tools v0.41.0/go.mod h1:XSY6eDqxVNiYgezAVqqCeihT4j1U2CCsqvH3WhQpnlg=
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 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q=
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 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
-gorm.io/driver/postgres v1.5.4 h1:Iyrp9Meh3GmbSuyIAGyjkN+n9K+GHX9b9MqsTL4EJCo=
-gorm.io/driver/postgres v1.5.4/go.mod h1:Bgo89+h0CRcdA33Y6frlaHHVuTdOf87pmyzwW9C/BH0=
-gorm.io/gorm v1.25.5 h1:zR9lOiiYf09VNh5Q1gphfyia1JpiClIWG9hQaxB/mls=
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+gorm.io/driver/postgres v1.6.0/go.mod h1:vUw0mrGgrTK+uPHEhAdV4sfFELrByKVGnaVRkXDhtWo=
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+gorm.io/driver/sqlite v1.6.0/go.mod h1:AO9V1qIQddBESngQUKWL9yoH93HIeA1X6V633rBwyT8=
+gorm.io/driver/sqlserver v1.6.3 h1:UR+nWCuphPnq7UxnL57PSrlYjuvs+sf1N59GgFX7uAI=
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 mellium.im/sasl v0.3.1 h1:wE0LW6g7U83vhvxjC1IY8DnXM+EU095yeo8XClvCdfo=
 mellium.im/sasl v0.3.1/go.mod h1:xm59PUYpZHhgQ9ZqoJ5QaCqzWMi8IeS49dhp6plPCzw=
+modernc.org/libc v1.67.4 h1:zZGmCMUVPORtKv95c2ReQN5VDjvkoRm9GWPTEPuvlWg=
+modernc.org/libc v1.67.4/go.mod h1:QvvnnJ5P7aitu0ReNpVIEyesuhmDLQ8kaEoyMjIFZJA=
+modernc.org/mathutil v1.7.1 h1:GCZVGXdaN8gTqB1Mf/usp1Y/hSqgI2vAGGP4jZMCxOU=
+modernc.org/mathutil v1.7.1/go.mod h1:4p5IwJITfppl0G4sUEDtCr4DthTaT47/N3aT6MhfgJg=
+modernc.org/memory v1.11.0 h1:o4QC8aMQzmcwCK3t3Ux/ZHmwFPzE6hf2Y5LbkRs+hbI=
+modernc.org/memory v1.11.0/go.mod h1:/JP4VbVC+K5sU2wZi9bHoq2MAkCnrt2r98UGeSK7Mjw=
+modernc.org/sqlite v1.42.2 h1:7hkZUNJvJFN2PgfUdjni9Kbvd4ef4mNLOu0B9FGxM74=
+modernc.org/sqlite v1.42.2/go.mod h1:+VkC6v3pLOAE0A0uVucQEcbVW0I5nHCeDaBf+DpsQT8=
--- a/internal/app/admin_actions.go
+++ b/internal/app/admin_actions.go
@@ -0,0 +1,79 @@
+package app
+
+import (
+	"encoding/json"
+	"log/slog"
+	"net/http"
+
+	"git.warky.dev/wdevs/amcs/internal/tools"
+)
+
+type adminActions struct {
+	backfill *tools.BackfillTool
+	retry    *tools.EnrichmentRetryer
+	logger   *slog.Logger
+}
+
+func newAdminActions(backfill *tools.BackfillTool, retry *tools.EnrichmentRetryer, logger *slog.Logger) *adminActions {
+	return &adminActions{
+		backfill: backfill,
+		retry:    retry,
+		logger:   logger,
+	}
+}
+
+func (a *adminActions) backfillHandler() http.Handler {
+	return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.Method != http.MethodPost {
+			w.Header().Set("Allow", http.MethodPost)
+			http.Error(w, "method not allowed", http.StatusMethodNotAllowed)
+			return
+		}
+
+		var in tools.BackfillInput
+		if err := json.NewDecoder(r.Body).Decode(&in); err != nil {
+			http.Error(w, "invalid request body", http.StatusBadRequest)
+			return
+		}
+
+		_, out, err := a.backfill.Handle(r.Context(), nil, in)
+		if err != nil {
+			if a.logger != nil {
+				a.logger.Warn("admin backfill failed", slog.String("error", err.Error()))
+			}
+			http.Error(w, err.Error(), http.StatusBadRequest)
+			return
+		}
+
+		w.Header().Set("Content-Type", "application/json")
+		_ = json.NewEncoder(w).Encode(out)
+	})
+}
+
+func (a *adminActions) retryMetadataHandler() http.Handler {
+	return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.Method != http.MethodPost {
+			w.Header().Set("Allow", http.MethodPost)
+			http.Error(w, "method not allowed", http.StatusMethodNotAllowed)
+			return
+		}
+
+		var in tools.RetryEnrichmentInput
+		if err := json.NewDecoder(r.Body).Decode(&in); err != nil {
+			http.Error(w, "invalid request body", http.StatusBadRequest)
+			return
+		}
+
+		_, out, err := a.retry.Handle(r.Context(), nil, in)
+		if err != nil {
+			if a.logger != nil {
+				a.logger.Warn("admin metadata retry failed", slog.String("error", err.Error()))
+			}
+			http.Error(w, err.Error(), http.StatusBadRequest)
+			return
+		}
+
+		w.Header().Set("Content-Type", "application/json")
+		_ = json.NewEncoder(w).Encode(out)
+	})
+}
--- a/internal/app/admin_legacy.go.disabled
+++ b/internal/app/admin_legacy.go.disabled
@@ -0,0 +1,268 @@
+package app
+// Legacy admin handlers retired in favor of ResolveSpec-backed routes.
+
+import (
+	"encoding/json"
+	"log/slog"
+	"net/http"
+	"strconv"
+	"strings"
+
+	"git.warky.dev/wdevs/amcs/internal/store"
+	ext "git.warky.dev/wdevs/amcs/internal/types"
+
+	"github.com/google/uuid"
+)
+
+type adminHandlers struct {
+	db     *store.DB
+	logger *slog.Logger
+}
+
+func newAdminHandlers(db *store.DB, logger *slog.Logger) *adminHandlers {
+	return &adminHandlers{db: db, logger: logger}
+}
+
+func (h *adminHandlers) register(mux *http.ServeMux, middleware func(http.Handler) http.Handler) {
+	handle := func(pattern string, fn http.HandlerFunc) {
+		mux.Handle(pattern, middleware(fn))
+	}
+
+	handle("GET /api/admin/projects", h.listProjects)
+	handle("POST /api/admin/projects", h.createProject)
+	handle("GET /api/admin/thoughts", h.listThoughts)
+	handle("GET /api/admin/thoughts/{id}", h.getThought)
+	handle("DELETE /api/admin/thoughts/{id}", h.deleteThought)
+	handle("POST /api/admin/thoughts/{id}/archive", h.archiveThought)
+	handle("GET /api/admin/skills", h.listSkills)
+	handle("DELETE /api/admin/skills/{id}", h.deleteSkill)
+	handle("GET /api/admin/guardrails", h.listGuardrails)
+	handle("DELETE /api/admin/guardrails/{id}", h.deleteGuardrail)
+	handle("GET /api/admin/files", h.listFiles)
+	handle("GET /api/admin/stats", h.stats)
+}
+
+// --- Projects ---
+
+func (h *adminHandlers) listProjects(w http.ResponseWriter, r *http.Request) {
+	projects, err := h.db.ListProjects(r.Context())
+	if err != nil {
+		h.internalError(w, "list projects", err)
+		return
+	}
+	writeJSON(w, projects)
+}
+
+func (h *adminHandlers) createProject(w http.ResponseWriter, r *http.Request) {
+	var body struct {
+		Name        string `json:"name"`
+		Description string `json:"description"`
+	}
+	if err := json.NewDecoder(r.Body).Decode(&body); err != nil {
+		http.Error(w, "invalid request body", http.StatusBadRequest)
+		return
+	}
+	if strings.TrimSpace(body.Name) == "" {
+		http.Error(w, "name is required", http.StatusBadRequest)
+		return
+	}
+	project, err := h.db.CreateProject(r.Context(), body.Name, body.Description)
+	if err != nil {
+		h.internalError(w, "create project", err)
+		return
+	}
+	w.WriteHeader(http.StatusCreated)
+	writeJSON(w, project)
+}
+
+// --- Thoughts ---
+
+func (h *adminHandlers) listThoughts(w http.ResponseWriter, r *http.Request) {
+	q := r.URL.Query()
+	limit := 50
+	if l := q.Get("limit"); l != "" {
+		if n, err := strconv.Atoi(l); err == nil && n > 0 {
+			limit = min(n, 200)
+		}
+	}
+
+	query := strings.TrimSpace(q.Get("q"))
+	includeArchived := q.Get("include_archived") == "true"
+
+	var projectID *uuid.UUID
+	if pid := q.Get("project_id"); pid != "" {
+		if id, err := uuid.Parse(pid); err == nil {
+			projectID = &id
+		}
+	}
+
+	if query != "" {
+		results, err := h.db.SearchThoughtsText(r.Context(), query, limit, projectID, nil)
+		if err != nil {
+			h.internalError(w, "search thoughts", err)
+			return
+		}
+		writeJSON(w, results)
+		return
+	}
+
+	thoughts, err := h.db.ListThoughts(r.Context(), ext.ListFilter{
+		Limit:           limit,
+		ProjectID:       projectID,
+		IncludeArchived: includeArchived,
+	})
+	if err != nil {
+		h.internalError(w, "list thoughts", err)
+		return
+	}
+	writeJSON(w, thoughts)
+}
+
+func (h *adminHandlers) getThought(w http.ResponseWriter, r *http.Request) {
+	id, ok := parseUUID(w, r.PathValue("id"))
+	if !ok {
+		return
+	}
+	thought, err := h.db.GetThought(r.Context(), id)
+	if err != nil {
+		h.internalError(w, "get thought", err)
+		return
+	}
+	writeJSON(w, thought)
+}
+
+func (h *adminHandlers) deleteThought(w http.ResponseWriter, r *http.Request) {
+	id, ok := parseUUID(w, r.PathValue("id"))
+	if !ok {
+		return
+	}
+	if err := h.db.DeleteThought(r.Context(), id); err != nil {
+		h.internalError(w, "delete thought", err)
+		return
+	}
+	w.WriteHeader(http.StatusNoContent)
+}
+
+func (h *adminHandlers) archiveThought(w http.ResponseWriter, r *http.Request) {
+	id, ok := parseUUID(w, r.PathValue("id"))
+	if !ok {
+		return
+	}
+	if err := h.db.ArchiveThought(r.Context(), id); err != nil {
+		h.internalError(w, "archive thought", err)
+		return
+	}
+	w.WriteHeader(http.StatusNoContent)
+}
+
+// --- Skills ---
+
+func (h *adminHandlers) listSkills(w http.ResponseWriter, r *http.Request) {
+	tag := r.URL.Query().Get("tag")
+	skills, err := h.db.ListSkills(r.Context(), tag)
+	if err != nil {
+		h.internalError(w, "list skills", err)
+		return
+	}
+	writeJSON(w, skills)
+}
+
+func (h *adminHandlers) deleteSkill(w http.ResponseWriter, r *http.Request) {
+	id, ok := parseUUID(w, r.PathValue("id"))
+	if !ok {
+		return
+	}
+	if err := h.db.RemoveSkill(r.Context(), id); err != nil {
+		h.internalError(w, "delete skill", err)
+		return
+	}
+	w.WriteHeader(http.StatusNoContent)
+}
+
+// --- Guardrails ---
+
+func (h *adminHandlers) listGuardrails(w http.ResponseWriter, r *http.Request) {
+	q := r.URL.Query()
+	guardrails, err := h.db.ListGuardrails(r.Context(), q.Get("tag"), q.Get("severity"))
+	if err != nil {
+		h.internalError(w, "list guardrails", err)
+		return
+	}
+	writeJSON(w, guardrails)
+}
+
+func (h *adminHandlers) deleteGuardrail(w http.ResponseWriter, r *http.Request) {
+	id, ok := parseUUID(w, r.PathValue("id"))
+	if !ok {
+		return
+	}
+	if err := h.db.RemoveGuardrail(r.Context(), id); err != nil {
+		h.internalError(w, "delete guardrail", err)
+		return
+	}
+	w.WriteHeader(http.StatusNoContent)
+}
+
+// --- Files ---
+
+func (h *adminHandlers) listFiles(w http.ResponseWriter, r *http.Request) {
+	q := r.URL.Query()
+	limit := 100
+	if l := q.Get("limit"); l != "" {
+		if n, err := strconv.Atoi(l); err == nil && n > 0 {
+			limit = min(n, 500)
+		}
+	}
+
+	filter := ext.StoredFileFilter{Limit: limit}
+	if pid := q.Get("project_id"); pid != "" {
+		if id, err := uuid.Parse(pid); err == nil {
+			filter.ProjectID = &id
+		}
+	}
+	if tid := q.Get("thought_id"); tid != "" {
+		if id, err := uuid.Parse(tid); err == nil {
+			filter.ThoughtID = &id
+		}
+	}
+	filter.Kind = q.Get("kind")
+
+	files, err := h.db.ListStoredFiles(r.Context(), filter)
+	if err != nil {
+		h.internalError(w, "list files", err)
+		return
+	}
+	writeJSON(w, files)
+}
+
+// --- Stats ---
+
+func (h *adminHandlers) stats(w http.ResponseWriter, r *http.Request) {
+	stats, err := h.db.Stats(r.Context())
+	if err != nil {
+		h.internalError(w, "stats", err)
+		return
+	}
+	writeJSON(w, stats)
+}
+
+// --- Helpers ---
+
+func (h *adminHandlers) internalError(w http.ResponseWriter, op string, err error) {
+	h.logger.Error("admin handler error", slog.String("op", op), slog.String("error", err.Error()))
+	http.Error(w, "internal server error", http.StatusInternalServerError)
+}
+
+func writeJSON(w http.ResponseWriter, v any) {
+	w.Header().Set("Content-Type", "application/json")
+	_ = json.NewEncoder(w).Encode(v)
+}
+
+func parseUUID(w http.ResponseWriter, s string) (uuid.UUID, bool) {
+	id, err := uuid.Parse(s)
+	if err != nil {
+		http.Error(w, "invalid id", http.StatusBadRequest)
+		return uuid.UUID{}, false
+	}
+	return id, true
+}
--- a/internal/app/app.go
+++ b/internal/app/app.go
@@ -92,12 +92,12 @@ func Run(ctx context.Context, configPath string) error {
 			return err
 		}
 	}
+	tokenStore = auth.NewTokenStore(0)
 	if len(cfg.Auth.OAuth.Clients) > 0 {
 		oauthRegistry, err = auth.NewOAuthRegistry(cfg.Auth.OAuth.Clients)
 		if err != nil {
 			return err
 		}
-		tokenStore = auth.NewTokenStore(0)
 	}
 	authCodes := auth.NewAuthCodeStore()
 	dynClients := auth.NewDynamicClientStore()
@@ -186,11 +186,12 @@ func Run(ctx context.Context, configPath string) error {
 func routes(logger *slog.Logger, cfg *config.Config, info buildinfo.Info, db *store.DB, embeddings *ai.EmbeddingRunner, metadata *ai.MetadataRunner, bgEmbeddings *ai.EmbeddingRunner, bgMetadata *ai.MetadataRunner, keyring *auth.Keyring, oauthRegistry *auth.OAuthRegistry, tokenStore *auth.TokenStore, authCodes *auth.AuthCodeStore, dynClients *auth.DynamicClientStore, activeProjects *session.ActiveProjects) (http.Handler, error) {
 	mux := http.NewServeMux()
 	accessTracker := auth.NewAccessTracker()
-	oauthEnabled := oauthRegistry != nil && tokenStore != nil
+	oauthEnabled := oauthRegistry != nil
 	authMiddleware := auth.Middleware(cfg.Auth, keyring, oauthRegistry, tokenStore, accessTracker, logger)
 	filesTool := tools.NewFilesTool(db, activeProjects)
 	enrichmentRetryer := tools.NewEnrichmentRetryer(context.Background(), db, bgMetadata, cfg.Capture, cfg.AI.Metadata.Timeout, activeProjects, logger)
 	backfillTool := tools.NewBackfillTool(db, bgEmbeddings, activeProjects, logger)
+	adminActions := newAdminActions(backfillTool, enrichmentRetryer, logger)

 	toolSet := mcpserver.ToolSet{
 		Capture:       tools.NewCaptureTool(db, embeddings, cfg.Capture, activeProjects, enrichmentRetryer, backfillTool),
@@ -204,6 +205,7 @@ func routes(logger *slog.Logger, cfg *config.Config, info buildinfo.Info, db *st
 		Projects:      tools.NewProjectsTool(db, activeProjects),
 		Version:       tools.NewVersionTool(cfg.MCP.ServerName, info),
 		Learnings:     tools.NewLearningsTool(db, activeProjects, cfg.Search),
+		Plans:         tools.NewPlansTool(db, activeProjects, cfg.Search),
 		Context:       tools.NewContextTool(db, embeddings, cfg.Search, activeProjects),
 		Recall:        tools.NewRecallTool(db, embeddings, cfg.Search, activeProjects),
 		Summarize:     tools.NewSummarizeTool(db, embeddings, metadata, cfg.Search, activeProjects),
@@ -212,7 +214,7 @@ func routes(logger *slog.Logger, cfg *config.Config, info buildinfo.Info, db *st
 		Backfill:      backfillTool,
 		Reparse:       tools.NewReparseMetadataTool(db, bgMetadata, cfg.Capture, activeProjects, logger),
 		RetryMetadata: tools.NewRetryEnrichmentTool(enrichmentRetryer),
-		Maintenance:   tools.NewMaintenanceTool(db),
+		//Maintenance:   tools.NewMaintenanceTool(db),
 		Skills:      tools.NewSkillsTool(db, activeProjects),
 		ChatHistory: tools.NewChatHistoryTool(db, activeProjects),
 		Describe:    tools.NewDescribeTool(db, mcpserver.BuildToolCatalog()),
@@ -227,21 +229,26 @@ func routes(logger *slog.Logger, cfg *config.Config, info buildinfo.Info, db *st
 		mux.Handle(cfg.MCP.SSEPath, authMiddleware(mcpHandlers.SSE))
 		logger.Info("SSE transport enabled", slog.String("sse_path", cfg.MCP.SSEPath))
 	}
+	if err := registerResolveSpecAdminRoutes(mux, db, authMiddleware, logger); err != nil {
+		return nil, fmt.Errorf("setup resolvespec admin routes: %w", err)
+	}
 	mux.Handle("/files", authMiddleware(fileHandler(filesTool)))
 	mux.Handle("/files/{id}", authMiddleware(fileHandler(filesTool)))
-	if oauthEnabled {
 	mux.HandleFunc("/.well-known/oauth-authorization-server", oauthMetadataHandler())
-		mux.HandleFunc("/oauth-authorization-server", oauthMetadataHandler())
-		mux.HandleFunc("/oauth/register", oauthRegisterHandler(dynClients, logger))
-		mux.HandleFunc("/authorize", oauthAuthorizeHandler(dynClients, authCodes, logger))
-		mux.HandleFunc("/oauth/authorize", oauthAuthorizeHandler(dynClients, authCodes, logger))
-		mux.HandleFunc("/oauth/token", oauthTokenHandler(oauthRegistry, tokenStore, authCodes, logger))
-	}
+	mux.HandleFunc("/api/oauth/register", oauthRegisterHandler(dynClients, logger))
+	mux.HandleFunc("/api/oauth/authorize", oauthAuthorizeHandler(dynClients, authCodes, logger))
+	mux.HandleFunc("/api/oauth/token", oauthTokenHandler(oauthRegistry, tokenStore, authCodes, logger))
+	mux.Handle("/api/admin/actions/backfill", authMiddleware(adminActions.backfillHandler()))
+	mux.Handle("/api/admin/actions/retry-metadata", authMiddleware(adminActions.retryMetadataHandler()))
 	mux.HandleFunc("/favicon.ico", serveFavicon)
 	mux.HandleFunc("/images/project.jpg", serveHomeImage)
 	mux.HandleFunc("/images/icon.png", serveIcon)
 	mux.HandleFunc("/llm", serveLLMInstructions)
-	mux.HandleFunc("/api/status", statusAPIHandler(info, accessTracker, oauthEnabled))
+	mux.HandleFunc("/llms.txt", serveLLMSTXT)
+	mux.HandleFunc("/.well-known/llms.txt", serveLLMSTXT)
+	mux.HandleFunc("/robots.txt", serveRobotsTXT)
+	mux.Handle("/api/status", authMiddleware(statusAPIHandler(info, accessTracker, oauthEnabled)))
+	mux.HandleFunc("/status", publicStatusHandler(accessTracker))

 	mux.HandleFunc("/healthz", func(w http.ResponseWriter, r *http.Request) {
 		w.WriteHeader(http.StatusOK)
--- a/internal/app/llm.go
+++ b/internal/app/llm.go
@@ -1,7 +1,9 @@
 package app

 import (
+	"fmt"
 	"net/http"
+	"strings"

 	amcsllm "git.warky.dev/wdevs/amcs/llm"
 )
@@ -20,3 +22,74 @@ func serveLLMInstructions(w http.ResponseWriter, r *http.Request) {
 	}
 	_, _ = w.Write(amcsllm.MemoryInstructions)
 }
+
+func serveRobotsTXT(w http.ResponseWriter, r *http.Request) {
+	if r.URL.Path != "/robots.txt" {
+		http.NotFound(w, r)
+		return
+	}
+	if r.Method != http.MethodGet && r.Method != http.MethodHead {
+		w.Header().Set("Allow", "GET, HEAD")
+		http.Error(w, "method not allowed", http.StatusMethodNotAllowed)
+		return
+	}
+
+	w.Header().Set("Content-Type", "text/plain; charset=utf-8")
+	w.Header().Set("Cache-Control", "public, max-age=300")
+	w.WriteHeader(http.StatusOK)
+	if r.Method == http.MethodHead {
+		return
+	}
+
+	body := fmt.Sprintf("User-agent: *\nAllow: /\n\n# LLM-friendly docs\nLLM: %s/llm\nLLMS: %s/llms.txt\n", requestBaseURL(r), requestBaseURL(r))
+	_, _ = w.Write([]byte(body))
+}
+
+func serveLLMSTXT(w http.ResponseWriter, r *http.Request) {
+	if r.URL.Path != "/llms.txt" && r.URL.Path != "/.well-known/llms.txt" {
+		http.NotFound(w, r)
+		return
+	}
+	if r.Method != http.MethodGet && r.Method != http.MethodHead {
+		w.Header().Set("Allow", "GET, HEAD")
+		http.Error(w, "method not allowed", http.StatusMethodNotAllowed)
+		return
+	}
+
+	w.Header().Set("Content-Type", "text/plain; charset=utf-8")
+	w.Header().Set("Cache-Control", "public, max-age=300")
+	w.WriteHeader(http.StatusOK)
+	if r.Method == http.MethodHead {
+		return
+	}
+
+	base := requestBaseURL(r)
+	body := fmt.Sprintf(
+		"# AMCS\n\n> A memory server for AI assistants (MCP tools, semantic retrieval, and structured project memory).\n\n## Endpoints\n- %s/llm\n- %s/status\n- %s/mcp\n- %s/.well-known/oauth-authorization-server\n",
+		base,
+		base,
+		base,
+		base,
+	)
+	_, _ = w.Write([]byte(body))
+}
+
+func requestBaseURL(r *http.Request) string {
+	scheme := "http"
+	if r != nil && r.TLS != nil {
+		scheme = "https"
+	}
+	if r != nil {
+		if proto := strings.TrimSpace(r.Header.Get("X-Forwarded-Proto")); proto != "" {
+			scheme = proto
+		}
+	}
+
+	host := "localhost"
+	if r != nil {
+		if v := strings.TrimSpace(r.Host); v != "" {
+			host = v
+		}
+	}
+	return scheme + "://" + host
+}
--- a/internal/app/llm_test.go
+++ b/internal/app/llm_test.go
@@ -3,6 +3,7 @@ package app
 import (
 	"net/http"
 	"net/http/httptest"
+	"strings"
 	"testing"

 	amcsllm "git.warky.dev/wdevs/amcs/llm"
@@ -29,3 +30,70 @@ func TestServeLLMInstructions(t *testing.T) {
 		t.Fatalf("body = %q, want embedded instructions", body)
 	}
 }
+
+func TestServeRobotsTXT(t *testing.T) {
+	req := httptest.NewRequest(http.MethodGet, "/robots.txt", nil)
+	req.Host = "amcs.example.com"
+	req.Header.Set("X-Forwarded-Proto", "https")
+	rec := httptest.NewRecorder()
+
+	serveRobotsTXT(rec, req)
+
+	res := rec.Result()
+	defer func() {
+		_ = res.Body.Close()
+	}()
+
+	if res.StatusCode != http.StatusOK {
+		t.Fatalf("status = %d, want %d", res.StatusCode, http.StatusOK)
+	}
+	if got := res.Header.Get("Content-Type"); got != "text/plain; charset=utf-8" {
+		t.Fatalf("content-type = %q, want %q", got, "text/plain; charset=utf-8")
+	}
+	body := rec.Body.String()
+	if !strings.Contains(body, "LLM: https://amcs.example.com/llm") {
+		t.Fatalf("body = %q, want LLM link", body)
+	}
+	if !strings.Contains(body, "LLMS: https://amcs.example.com/llms.txt") {
+		t.Fatalf("body = %q, want LLMS link", body)
+	}
+}
+
+func TestServeLLMSTXT(t *testing.T) {
+	req := httptest.NewRequest(http.MethodGet, "/llms.txt", nil)
+	req.Host = "amcs.example.com"
+	req.Header.Set("X-Forwarded-Proto", "https")
+	rec := httptest.NewRecorder()
+
+	serveLLMSTXT(rec, req)
+
+	res := rec.Result()
+	defer func() {
+		_ = res.Body.Close()
+	}()
+
+	if res.StatusCode != http.StatusOK {
+		t.Fatalf("status = %d, want %d", res.StatusCode, http.StatusOK)
+	}
+	if got := res.Header.Get("Content-Type"); got != "text/plain; charset=utf-8" {
+		t.Fatalf("content-type = %q, want %q", got, "text/plain; charset=utf-8")
+	}
+	body := rec.Body.String()
+	if !strings.Contains(body, "https://amcs.example.com/llm") {
+		t.Fatalf("body = %q, want /llm link", body)
+	}
+	if !strings.Contains(body, "https://amcs.example.com/.well-known/oauth-authorization-server") {
+		t.Fatalf("body = %q, want oauth discovery link", body)
+	}
+}
+
+func TestServeLLMSTXTWellKnownPath(t *testing.T) {
+	req := httptest.NewRequest(http.MethodGet, "/.well-known/llms.txt", nil)
+	rec := httptest.NewRecorder()
+
+	serveLLMSTXT(rec, req)
+
+	if rec.Code != http.StatusOK {
+		t.Fatalf("status = %d, want %d", rec.Code, http.StatusOK)
+	}
+}
--- a/internal/app/oauth.go
+++ b/internal/app/oauth.go
@@ -67,9 +67,9 @@ func oauthMetadataHandler() http.HandlerFunc {
 		base := serverBaseURL(r)
 		meta := oauthServerMetadata{
 			Issuer:                            base,
-			AuthorizationEndpoint:             base + "/authorize",
-			TokenEndpoint:                     base + "/oauth/token",
-			RegistrationEndpoint:              base + "/oauth/register",
+			AuthorizationEndpoint:             base + "/api/oauth/authorize",
+			TokenEndpoint:                     base + "/api/oauth/token",
+			RegistrationEndpoint:              base + "/api/oauth/register",
 			ScopesSupported:                   []string{"mcp"},
 			ResponseTypesSupported:            []string{"code"},
 			GrantTypesSupported:               []string{"authorization_code", "client_credentials"},
@@ -244,6 +244,10 @@ func oauthTokenHandler(oauthRegistry *auth.OAuthRegistry, tokenStore *auth.Token

 		switch r.FormValue("grant_type") {
 		case "client_credentials":
+			if oauthRegistry == nil {
+				writeTokenError(w, "unsupported_grant_type", http.StatusBadRequest)
+				return
+			}
 			handleClientCredentials(w, r, oauthRegistry, tokenStore, log)
 		case "authorization_code":
 			handleAuthorizationCode(w, r, authCodes, tokenStore, log)
@@ -334,7 +338,7 @@ button{padding:.5rem 1.2rem;margin-right:.5rem;cursor:pointer;font-size:1rem}
 <body>
 <h2>Authorize Access</h2>
 <p><strong>%s</strong> is requesting access to this AMCS server.</p>
-<form method=POST action=/oauth/authorize>
+<form method=POST action=/api/oauth/authorize>
 <input type=hidden name=client_id value="%s">
 <input type=hidden name=redirect_uri value="%s">
 <input type=hidden name=state value="%s">
--- a/internal/app/resolvespec_admin.go
+++ b/internal/app/resolvespec_admin.go
@@ -0,0 +1,172 @@
+package app
+
+import (
+	"fmt"
+	"log/slog"
+	"net/http"
+	"strings"
+
+	"github.com/bitechdev/ResolveSpec/pkg/resolvespec"
+	"github.com/uptrace/bunrouter"
+
+	"git.warky.dev/wdevs/amcs/internal/generatedmodels"
+	"git.warky.dev/wdevs/amcs/internal/store"
+)
+
+func registerResolveSpecAdminRoutes(mux *http.ServeMux, db *store.DB, middleware func(http.Handler) http.Handler, logger *slog.Logger) error {
+	rs := resolvespec.NewHandlerWithBun(db.Bun())
+	registerResolveSpecGuards(rs)
+	for _, model := range resolveSpecModels() {
+		if err := rs.RegisterModel(model.schema, model.entity, model.model); err != nil {
+			return fmt.Errorf("register resolvespec model %s.%s: %w", model.schema, model.entity, err)
+		}
+	}
+
+	rsRouter := bunrouter.New()
+	resolvespec.SetupBunRouterRoutes(rsRouter, rs, nil)
+
+	rsMount := http.StripPrefix("/api/rs", rsRouter)
+	protectedRSMount := http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path != "/" && strings.HasSuffix(r.URL.Path, "/") {
+			trimmed := strings.TrimRight(r.URL.Path, "/")
+			if trimmed == "" {
+				trimmed = "/"
+			}
+			clone := r.Clone(r.Context())
+			clone.URL.Path = trimmed
+			if clone.URL.RawPath != "" {
+				clone.URL.RawPath = strings.TrimRight(clone.URL.RawPath, "/")
+				if clone.URL.RawPath == "" {
+					clone.URL.RawPath = "/"
+				}
+			}
+			r = clone
+		}
+		if r.Method == http.MethodOptions {
+			rsMount.ServeHTTP(w, r)
+			return
+		}
+		middleware(rsMount).ServeHTTP(w, r)
+	})
+
+	mux.Handle("/api/rs/", protectedRSMount)
+	mux.Handle("/api/rs", http.RedirectHandler("/api/rs/openapi", http.StatusTemporaryRedirect))
+
+	if logger != nil {
+		logger.Info("resolvespec admin api enabled",
+			slog.String("prefix", "/api/rs"),
+			slog.Int("models", len(resolveSpecModels())),
+		)
+	}
+
+	return nil
+}
+
+func registerResolveSpecGuards(rs *resolvespec.Handler) {
+	mutableByEntity := map[string]map[string]struct{}{
+		"projects": {
+			"create": {},
+			"update": {},
+			"delete": {},
+		},
+		"thoughts": {
+			"create": {},
+			"update": {},
+			"delete": {},
+		},
+		"plans": {
+			"create": {},
+			"update": {},
+			"delete": {},
+		},
+		"learnings": {
+			"create": {},
+			"update": {},
+			"delete": {},
+		},
+		"agent_skills": {
+			"create": {},
+			"update": {},
+			"delete": {},
+		},
+		"agent_guardrails": {
+			"create": {},
+			"update": {},
+			"delete": {},
+		},
+		"stored_files": {
+			"update": {},
+			"delete": {},
+		},
+	}
+
+	rs.Hooks().Register(resolvespec.BeforeHandle, func(hookCtx *resolvespec.HookContext) error {
+		switch hookCtx.Operation {
+		case "read", "meta":
+			return nil
+		case "create", "update", "delete":
+			allowedOps, ok := mutableByEntity[hookCtx.Entity]
+			if !ok {
+				hookCtx.Abort = true
+				hookCtx.AbortCode = http.StatusForbidden
+				hookCtx.AbortMessage = fmt.Sprintf("operation %q is not allowed for %s.%s", hookCtx.Operation, hookCtx.Schema, hookCtx.Entity)
+				return fmt.Errorf("forbidden operation")
+			}
+			if _, ok := allowedOps[hookCtx.Operation]; !ok {
+				hookCtx.Abort = true
+				hookCtx.AbortCode = http.StatusForbidden
+				hookCtx.AbortMessage = fmt.Sprintf("operation %q is not allowed for %s.%s", hookCtx.Operation, hookCtx.Schema, hookCtx.Entity)
+				return fmt.Errorf("forbidden operation")
+			}
+			return nil
+		default:
+			hookCtx.Abort = true
+			hookCtx.AbortCode = http.StatusBadRequest
+			hookCtx.AbortMessage = fmt.Sprintf("unsupported operation %q", hookCtx.Operation)
+			return fmt.Errorf("unsupported operation")
+		}
+	})
+}
+
+type resolveSpecModel struct {
+	schema string
+	entity string
+	model  any
+}
+
+func resolveSpecModels() []resolveSpecModel {
+	//This must be generated with relspec to include all models
+	//Use the relspec command with template generation. It supprot templ.
+	return []resolveSpecModel{
+		// {schema: "public", entity: "activities", model: generatedmodels.ModelPublicActivities{}},
+		{schema: "public", entity: "agent_guardrails", model: generatedmodels.ModelPublicAgentGuardrails{}},
+		{schema: "public", entity: "agent_skills", model: generatedmodels.ModelPublicAgentSkills{}},
+		{schema: "public", entity: "chat_histories", model: generatedmodels.ModelPublicChatHistories{}},
+		// {schema: "public", entity: "contact_interactions", model: generatedmodels.ModelPublicContactInteractions{}},
+		{schema: "public", entity: "embeddings", model: generatedmodels.ModelPublicEmbeddings{}},
+		// {schema: "public", entity: "family_members", model: generatedmodels.ModelPublicFamilyMembers{}},
+		// {schema: "public", entity: "household_items", model: generatedmodels.ModelPublicHouseholdItems{}},
+		// {schema: "public", entity: "household_vendors", model: generatedmodels.ModelPublicHouseholdVendors{}},
+		// {schema: "public", entity: "important_dates", model: generatedmodels.ModelPublicImportantDates{}},
+		{schema: "public", entity: "learnings", model: generatedmodels.ModelPublicLearnings{}},
+		// {schema: "public", entity: "maintenance_logs", model: generatedmodels.ModelPublicMaintenanceLogs{}},
+		// {schema: "public", entity: "maintenance_tasks", model: generatedmodels.ModelPublicMaintenanceTasks{}},
+		// {schema: "public", entity: "meal_plans", model: generatedmodels.ModelPublicMealPlans{}},
+		// {schema: "public", entity: "opportunities", model: generatedmodels.ModelPublicOpportunities{}},
+		{schema: "public", entity: "plan_dependencies", model: generatedmodels.ModelPublicPlanDependencies{}},
+		{schema: "public", entity: "plan_guardrails", model: generatedmodels.ModelPublicPlanGuardrails{}},
+		{schema: "public", entity: "plan_related_plans", model: generatedmodels.ModelPublicPlanRelatedPlans{}},
+		{schema: "public", entity: "plan_skills", model: generatedmodels.ModelPublicPlanSkills{}},
+		{schema: "public", entity: "plans", model: generatedmodels.ModelPublicPlans{}},
+		// {schema: "public", entity: "professional_contacts", model: generatedmodels.ModelPublicProfessionalContacts{}},
+		{schema: "public", entity: "project_guardrails", model: generatedmodels.ModelPublicProjectGuardrails{}},
+		{schema: "public", entity: "project_skills", model: generatedmodels.ModelPublicProjectSkills{}},
+		{schema: "public", entity: "projects", model: generatedmodels.ModelPublicProjects{}},
+		// {schema: "public", entity: "recipes", model: generatedmodels.ModelPublicRecipes{}},
+		// {schema: "public", entity: "shopping_lists", model: generatedmodels.ModelPublicShoppingLists{}},
+		{schema: "public", entity: "stored_files", model: generatedmodels.ModelPublicStoredFiles{}},
+		{schema: "public", entity: "thought_links", model: generatedmodels.ModelPublicThoughtLinks{}},
+		{schema: "public", entity: "thoughts", model: generatedmodels.ModelPublicThoughts{}},
+		{schema: "public", entity: "tool_annotations", model: generatedmodels.ModelPublicToolAnnotations{}},
+	}
+}
--- a/internal/app/resolvespec_admin_test.go
+++ b/internal/app/resolvespec_admin_test.go
@@ -0,0 +1,173 @@
+package app
+
+import (
+	"io"
+	"log/slog"
+	"net/http"
+	"net/http/httptest"
+	"strings"
+	"testing"
+
+	"git.warky.dev/wdevs/amcs/internal/auth"
+	"git.warky.dev/wdevs/amcs/internal/config"
+
+	"github.com/bitechdev/ResolveSpec/pkg/resolvespec"
+)
+
+func TestResolveSpecAuthRequiresValidCredentials(t *testing.T) {
+	keyring, err := auth.NewKeyring([]config.APIKey{{ID: "operator", Value: "secret"}})
+	if err != nil {
+		t.Fatalf("NewKeyring() error = %v", err)
+	}
+
+	logger := slog.New(slog.NewTextHandler(io.Discard, nil))
+	protected := auth.Middleware(config.AuthConfig{}, keyring, nil, nil, nil, logger)(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path != "/api/rs/public/projects" {
+			t.Fatalf("path = %q, want /api/rs/public/projects", r.URL.Path)
+		}
+		w.WriteHeader(http.StatusNoContent)
+	}))
+
+	t.Run("missing credentials are rejected", func(t *testing.T) {
+		req := httptest.NewRequest(http.MethodPost, "/api/rs/public/projects", strings.NewReader(`{"operation":"read"}`))
+		rec := httptest.NewRecorder()
+
+		protected.ServeHTTP(rec, req)
+
+		if rec.Code != http.StatusUnauthorized {
+			t.Fatalf("status = %d, want %d", rec.Code, http.StatusUnauthorized)
+		}
+	})
+
+	t.Run("valid API key is accepted", func(t *testing.T) {
+		req := httptest.NewRequest(http.MethodPost, "/api/rs/public/projects", strings.NewReader(`{"operation":"read"}`))
+		req.Header.Set("x-brain-key", "secret")
+		rec := httptest.NewRecorder()
+
+		protected.ServeHTTP(rec, req)
+
+		if rec.Code != http.StatusNoContent {
+			t.Fatalf("status = %d, want %d", rec.Code, http.StatusNoContent)
+		}
+	})
+}
+
+func TestResolveSpecGuardAllowsSupportedMutations(t *testing.T) {
+	rs := resolvespec.NewHandler(nil, nil)
+	registerResolveSpecGuards(rs)
+
+	cases := []struct {
+		name      string
+		entity    string
+		operation string
+	}{
+		{name: "learnings read", entity: "learnings", operation: "read"},
+		{name: "projects create", entity: "projects", operation: "create"},
+		{name: "projects update", entity: "projects", operation: "update"},
+		{name: "projects delete", entity: "projects", operation: "delete"},
+		{name: "plans create", entity: "plans", operation: "create"},
+		{name: "plans update", entity: "plans", operation: "update"},
+		{name: "plans delete", entity: "plans", operation: "delete"},
+		{name: "learnings create", entity: "learnings", operation: "create"},
+		{name: "learnings update", entity: "learnings", operation: "update"},
+		{name: "learnings delete", entity: "learnings", operation: "delete"},
+		{name: "thoughts create", entity: "thoughts", operation: "create"},
+		{name: "thoughts update", entity: "thoughts", operation: "update"},
+		{name: "thoughts delete", entity: "thoughts", operation: "delete"},
+		{name: "agent_skills create", entity: "agent_skills", operation: "create"},
+		{name: "agent_skills update", entity: "agent_skills", operation: "update"},
+		{name: "agent_skills delete", entity: "agent_skills", operation: "delete"},
+		{name: "agent_guardrails create", entity: "agent_guardrails", operation: "create"},
+		{name: "agent_guardrails update", entity: "agent_guardrails", operation: "update"},
+		{name: "agent_guardrails delete", entity: "agent_guardrails", operation: "delete"},
+		{name: "stored_files update", entity: "stored_files", operation: "update"},
+		{name: "stored_files delete", entity: "stored_files", operation: "delete"},
+	}
+
+	for _, tc := range cases {
+		t.Run(tc.name, func(t *testing.T) {
+			hookCtx := &resolvespec.HookContext{
+				Schema:    "public",
+				Entity:    tc.entity,
+				Operation: tc.operation,
+			}
+
+			err := rs.Hooks().Execute(resolvespec.BeforeHandle, hookCtx)
+			if err != nil {
+				t.Fatalf("Execute() error = %v, want nil", err)
+			}
+			if hookCtx.Abort {
+				t.Fatalf("Abort = true, want false (code=%d message=%q)", hookCtx.AbortCode, hookCtx.AbortMessage)
+			}
+		})
+	}
+}
+
+func TestResolveSpecGuardBlocksUnsupportedMutations(t *testing.T) {
+	rs := resolvespec.NewHandler(nil, nil)
+	registerResolveSpecGuards(rs)
+
+	cases := []struct {
+		name          string
+		entity        string
+		operation     string
+		wantCode      int
+		wantMessageIn string
+	}{
+		{
+			name:          "mutations blocked for non-allowlisted operation",
+			entity:        "stored_files",
+			operation:     "create",
+			wantCode:      http.StatusForbidden,
+			wantMessageIn: `operation "create" is not allowed for public.stored_files`,
+		},
+		{
+			name:          "mutations blocked for non-allowlisted entity",
+			entity:        "maintenance_logs",
+			operation:     "delete",
+			wantCode:      http.StatusForbidden,
+			wantMessageIn: `operation "delete" is not allowed for public.maintenance_logs`,
+		},
+		{
+			name:          "unknown operation is rejected",
+			entity:        "projects",
+			operation:     "scan",
+			wantCode:      http.StatusBadRequest,
+			wantMessageIn: `unsupported operation "scan"`,
+		},
+	}
+
+	for _, tc := range cases {
+		t.Run(tc.name, func(t *testing.T) {
+			hookCtx := &resolvespec.HookContext{
+				Schema:    "public",
+				Entity:    tc.entity,
+				Operation: tc.operation,
+			}
+
+			err := rs.Hooks().Execute(resolvespec.BeforeHandle, hookCtx)
+			if err == nil {
+				t.Fatal("Execute() error = nil, want non-nil")
+			}
+			if !hookCtx.Abort {
+				t.Fatal("Abort = false, want true")
+			}
+			if hookCtx.AbortCode != tc.wantCode {
+				t.Fatalf("AbortCode = %d, want %d", hookCtx.AbortCode, tc.wantCode)
+			}
+			if !strings.Contains(hookCtx.AbortMessage, tc.wantMessageIn) {
+				t.Fatalf("AbortMessage = %q, want substring %q", hookCtx.AbortMessage, tc.wantMessageIn)
+			}
+		})
+	}
+}
+
+func TestResolveSpecModelsIncludeLearnings(t *testing.T) {
+	models := resolveSpecModels()
+	for _, model := range models {
+		if model.schema == "public" && model.entity == "learnings" {
+			return
+		}
+	}
+	t.Fatal("resolveSpecModels() missing public.learnings")
+}
--- a/internal/app/status.go
+++ b/internal/app/status.go
@@ -25,11 +25,28 @@ type statusAPIResponse struct {
 	TotalKnown      int                   `json:"total_known"`
 	ConnectedWindow string                `json:"connected_window"`
 	Entries         []auth.AccessSnapshot `json:"entries"`
+	Metrics         auth.AccessMetrics    `json:"metrics"`
 	OAuthEnabled    bool                  `json:"oauth_enabled"`
 }

+type publicClientStatus struct {
+	KeyID          string    `json:"key_id"`
+	RequestCount   int       `json:"request_count"`
+	LastAccessedAt time.Time `json:"last_accessed_at"`
+}
+
+type publicStatusResponse struct {
+	ConnectedCount  int                  `json:"connected_count"`
+	ConnectedWindow string               `json:"connected_window"`
+	Entries         []publicClientStatus `json:"entries"`
+}
+
 func statusSnapshot(info buildinfo.Info, tracker *auth.AccessTracker, oauthEnabled bool, now time.Time) statusAPIResponse {
 	entries := tracker.Snapshot()
+	metrics := tracker.Metrics(20)
+	metrics.TopIPs = nil
+	metrics.TopAgents = nil
+	metrics.TopTools = nil
 	return statusAPIResponse{
 		Title:           "Avelon Memory Crystal Server (AMCS)",
 		Description:     "AMCS is a memory server that captures, links, and retrieves structured project thoughts for AI assistants using semantic search, summaries, and MCP tools.",
@@ -39,7 +56,8 @@ func statusSnapshot(info buildinfo.Info, tracker *auth.AccessTracker, oauthEnabl
 		ConnectedCount:  tracker.ConnectedCount(now, connectedWindow),
 		TotalKnown:      len(entries),
 		ConnectedWindow: "last 10 minutes",
-		Entries:         entries,
+		Entries:         nil,
+		Metrics:         metrics,
 		OAuthEnabled:    oauthEnabled,
 	}
 }
@@ -73,6 +91,47 @@ func statusAPIHandler(info buildinfo.Info, tracker *auth.AccessTracker, oauthEna
 	}
 }

+func publicStatusHandler(tracker *auth.AccessTracker) http.HandlerFunc {
+	return func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path != "/status" {
+			http.NotFound(w, r)
+			return
+		}
+		if r.Method != http.MethodGet && r.Method != http.MethodHead {
+			w.Header().Set("Allow", "GET, HEAD")
+			http.Error(w, "method not allowed", http.StatusMethodNotAllowed)
+			return
+		}
+
+		now := time.Now()
+		cutoff := now.UTC().Add(-connectedWindow)
+		snapshot := tracker.Snapshot()
+		entries := make([]publicClientStatus, 0, len(snapshot))
+		for _, item := range snapshot {
+			if item.LastAccessedAt.Before(cutoff) {
+				continue
+			}
+			entries = append(entries, publicClientStatus{
+				KeyID:          item.KeyID,
+				RequestCount:   item.RequestCount,
+				LastAccessedAt: item.LastAccessedAt,
+			})
+		}
+
+		w.Header().Set("Content-Type", "application/json; charset=utf-8")
+		w.WriteHeader(http.StatusOK)
+		if r.Method == http.MethodHead {
+			return
+		}
+
+		_ = json.NewEncoder(w).Encode(publicStatusResponse{
+			ConnectedCount:  len(entries),
+			ConnectedWindow: "last 10 minutes",
+			Entries:         entries,
+		})
+	}
+}
+
 func homeHandler(_ buildinfo.Info, _ *auth.AccessTracker, _ bool) http.HandlerFunc {
 	return func(w http.ResponseWriter, r *http.Request) {
 		if r.Method != http.MethodGet && r.Method != http.MethodHead {
@@ -90,8 +149,6 @@ func homeHandler(_ buildinfo.Info, _ *auth.AccessTracker, _ bool) http.HandlerFu
 			if serveUIAsset(w, r, requestPath) {
 				return
 			}
-			http.NotFound(w, r)
-			return
 		}

 		serveUIIndex(w, r)
--- a/internal/app/status_test.go
+++ b/internal/app/status_test.go
@@ -33,7 +33,7 @@ func TestStatusSnapshotHidesOAuthLinkWhenDisabled(t *testing.T) {
 func TestStatusSnapshotShowsTrackedAccess(t *testing.T) {
 	tracker := auth.NewAccessTracker()
 	now := time.Date(2026, 4, 4, 12, 0, 0, 0, time.UTC)
-	tracker.Record("client-a", "/files", "127.0.0.1:1234", "tester", now)
+	tracker.Record("client-a", "/files", "127.0.0.1:1234", "tester", "list_projects", now)

 	snapshot := statusSnapshot(buildinfo.Info{Version: "v1.2.3"}, tracker, true, now)

@@ -43,11 +43,23 @@ func TestStatusSnapshotShowsTrackedAccess(t *testing.T) {
 	if snapshot.ConnectedCount != 1 {
 		t.Fatalf("ConnectedCount = %d, want 1", snapshot.ConnectedCount)
 	}
-	if len(snapshot.Entries) != 1 {
-		t.Fatalf("len(Entries) = %d, want 1", len(snapshot.Entries))
+	if len(snapshot.Entries) != 0 {
+		t.Fatalf("len(Entries) = %d, want 0 for counts-only status", len(snapshot.Entries))
 	}
-	if snapshot.Entries[0].KeyID != "client-a" || snapshot.Entries[0].LastPath != "/files" {
-		t.Fatalf("entry = %+v, want keyID client-a and path /files", snapshot.Entries[0])
+	if snapshot.Metrics.TotalRequests != 1 {
+		t.Fatalf("Metrics.TotalRequests = %d, want 1", snapshot.Metrics.TotalRequests)
+	}
+	if snapshot.Metrics.UniqueIPs != 1 {
+		t.Fatalf("Metrics.UniqueIPs = %d, want 1", snapshot.Metrics.UniqueIPs)
+	}
+	if snapshot.Metrics.UniqueAgents != 1 {
+		t.Fatalf("Metrics.UniqueAgents = %d, want 1", snapshot.Metrics.UniqueAgents)
+	}
+	if snapshot.Metrics.UniqueTools != 1 {
+		t.Fatalf("Metrics.UniqueTools = %d, want 1", snapshot.Metrics.UniqueTools)
+	}
+	if len(snapshot.Metrics.TopIPs) != 0 || len(snapshot.Metrics.TopAgents) != 0 || len(snapshot.Metrics.TopTools) != 0 {
+		t.Fatalf("Top breakdowns should be hidden in counts-only status: %+v", snapshot.Metrics)
 	}
 }

@@ -74,6 +86,52 @@ func TestStatusAPIHandlerReturnsJSON(t *testing.T) {
 	}
 }

+func TestStatusAPIHandlerRejectsStatusPath(t *testing.T) {
+	handler := statusAPIHandler(buildinfo.Info{Version: "v1"}, auth.NewAccessTracker(), true)
+	req := httptest.NewRequest(http.MethodGet, "/status", nil)
+	rec := httptest.NewRecorder()
+
+	handler.ServeHTTP(rec, req)
+
+	if rec.Code != http.StatusNotFound {
+		t.Fatalf("status = %d, want %d", rec.Code, http.StatusNotFound)
+	}
+}
+
+func TestPublicStatusHandlerReturnsConnectedClientsOnly(t *testing.T) {
+	tracker := auth.NewAccessTracker()
+	now := time.Now().UTC()
+	tracker.Record("recent-client", "/mcp", "127.0.0.1:1234", "tester", "list_projects", now.Add(-2*time.Minute))
+	tracker.Record("stale-client", "/mcp", "127.0.0.1:9999", "tester", "list_projects", now.Add(-30*time.Minute))
+
+	handler := publicStatusHandler(tracker)
+	req := httptest.NewRequest(http.MethodGet, "/status", nil)
+	rec := httptest.NewRecorder()
+
+	handler.ServeHTTP(rec, req)
+
+	if rec.Code != http.StatusOK {
+		t.Fatalf("status = %d, want %d", rec.Code, http.StatusOK)
+	}
+
+	var payload publicStatusResponse
+	if err := json.Unmarshal(rec.Body.Bytes(), &payload); err != nil {
+		t.Fatalf("json.Unmarshal() error = %v", err)
+	}
+	if payload.ConnectedCount != 1 {
+		t.Fatalf("ConnectedCount = %d, want 1", payload.ConnectedCount)
+	}
+	if len(payload.Entries) != 1 {
+		t.Fatalf("len(Entries) = %d, want 1", len(payload.Entries))
+	}
+	if payload.Entries[0].KeyID != "recent-client" {
+		t.Fatalf("Entries[0].KeyID = %q, want %q", payload.Entries[0].KeyID, "recent-client")
+	}
+	if payload.Entries[0].LastAccessedAt.Before(now.Add(-11 * time.Minute)) {
+		t.Fatalf("Entries[0].LastAccessedAt = %v, expected recent timestamp", payload.Entries[0].LastAccessedAt)
+	}
+}
+
 func TestHomeHandlerAllowsHead(t *testing.T) {
 	handler := homeHandler(buildinfo.Info{Version: "v1"}, auth.NewAccessTracker(), false)
 	req := httptest.NewRequest(http.MethodHead, "/", nil)
--- a/internal/auth/access_tracker.go
+++ b/internal/auth/access_tracker.go
@@ -1,7 +1,9 @@
 package auth

 import (
+	"net"
 	"sort"
+	"strings"
 	"sync"
 	"time"
 )
@@ -18,13 +20,22 @@ type AccessSnapshot struct {
 type AccessTracker struct {
 	mu            sync.RWMutex
 	entries       map[string]AccessSnapshot
+	ipCounts      map[string]int
+	agentCounts   map[string]int
+	toolCounts    map[string]int
+	totalRequests int
 }

 func NewAccessTracker() *AccessTracker {
-	return &AccessTracker{entries: make(map[string]AccessSnapshot)}
+	return &AccessTracker{
+		entries:     make(map[string]AccessSnapshot),
+		ipCounts:    make(map[string]int),
+		agentCounts: make(map[string]int),
+		toolCounts:  make(map[string]int),
+	}
 }

-func (t *AccessTracker) Record(keyID, path, remoteAddr, userAgent string, now time.Time) {
+func (t *AccessTracker) Record(keyID, path, remoteAddr, userAgent, toolName string, now time.Time) {
 	if t == nil || keyID == "" {
 		return
 	}
@@ -32,14 +43,39 @@ func (t *AccessTracker) Record(keyID, path, remoteAddr, userAgent string, now ti
 	t.mu.Lock()
 	defer t.mu.Unlock()

+	normalizedRemoteAddr := normalizeRemoteAddr(remoteAddr)
+
 	entry := t.entries[keyID]
 	entry.KeyID = keyID
 	entry.LastPath = path
-	entry.RemoteAddr = remoteAddr
+	entry.RemoteAddr = normalizedRemoteAddr
 	entry.UserAgent = userAgent
 	entry.LastAccessedAt = now.UTC()
 	entry.RequestCount++
 	t.entries[keyID] = entry
+	t.totalRequests++
+
+	if normalizedRemoteAddr != "" {
+		t.ipCounts[normalizedRemoteAddr]++
+	}
+	if userAgent != "" {
+		t.agentCounts[userAgent]++
+	}
+	if tool := strings.TrimSpace(toolName); tool != "" {
+		t.toolCounts[tool]++
+	}
+}
+
+func normalizeRemoteAddr(value string) string {
+	trimmed := strings.TrimSpace(value)
+	if trimmed == "" {
+		return ""
+	}
+	host, _, err := net.SplitHostPort(trimmed)
+	if err == nil {
+		return host
+	}
+	return trimmed
 }

 func (t *AccessTracker) Snapshot() []AccessSnapshot {
@@ -79,3 +115,59 @@ func (t *AccessTracker) ConnectedCount(now time.Time, window time.Duration) int
 	}
 	return count
 }
+
+type RequestAggregate struct {
+	Key          string `json:"key"`
+	RequestCount int    `json:"request_count"`
+}
+
+type AccessMetrics struct {
+	TotalRequests    int                `json:"total_requests"`
+	UniquePrincipals int                `json:"unique_principals"`
+	UniqueIPs        int                `json:"unique_ips"`
+	UniqueAgents     int                `json:"unique_agents"`
+	UniqueTools      int                `json:"unique_tools"`
+	TopIPs           []RequestAggregate `json:"top_ips"`
+	TopAgents        []RequestAggregate `json:"top_agents"`
+	TopTools         []RequestAggregate `json:"top_tools"`
+}
+
+func (t *AccessTracker) Metrics(topN int) AccessMetrics {
+	if t == nil {
+		return AccessMetrics{}
+	}
+	if topN <= 0 {
+		topN = 10
+	}
+
+	t.mu.RLock()
+	defer t.mu.RUnlock()
+
+	return AccessMetrics{
+		TotalRequests:    t.totalRequests,
+		UniquePrincipals: len(t.entries),
+		UniqueIPs:        len(t.ipCounts),
+		UniqueAgents:     len(t.agentCounts),
+		UniqueTools:      len(t.toolCounts),
+		TopIPs:           topAggregates(t.ipCounts, topN),
+		TopAgents:        topAggregates(t.agentCounts, topN),
+		TopTools:         topAggregates(t.toolCounts, topN),
+	}
+}
+
+func topAggregates(items map[string]int, topN int) []RequestAggregate {
+	out := make([]RequestAggregate, 0, len(items))
+	for key, count := range items {
+		out = append(out, RequestAggregate{Key: key, RequestCount: count})
+	}
+	sort.Slice(out, func(i, j int) bool {
+		if out[i].RequestCount == out[j].RequestCount {
+			return out[i].Key < out[j].Key
+		}
+		return out[i].RequestCount > out[j].RequestCount
+	})
+	if len(out) > topN {
+		out = out[:topN]
+	}
+	return out
+}
--- a/internal/auth/access_tracker_test.go
+++ b/internal/auth/access_tracker_test.go
@@ -10,9 +10,9 @@ func TestAccessTrackerRecordAndSnapshot(t *testing.T) {
 	older := time.Date(2026, 4, 4, 10, 0, 0, 0, time.UTC)
 	newer := older.Add(2 * time.Minute)

-	tracker.Record("client-a", "/files", "10.0.0.1:1234", "agent-a", older)
-	tracker.Record("client-b", "/mcp", "10.0.0.2:1234", "agent-b", newer)
-	tracker.Record("client-a", "/files/1", "10.0.0.1:1234", "agent-a2", newer.Add(30*time.Second))
+	tracker.Record("client-a", "/files", "10.0.0.1:1234", "agent-a", "", older)
+	tracker.Record("client-b", "/mcp", "10.0.0.2:1234", "agent-b", "list_projects", newer)
+	tracker.Record("client-a", "/files/1", "10.0.0.1:1234", "agent-a2", "", newer.Add(30*time.Second))

 	snap := tracker.Snapshot()
 	if len(snap) != 2 {
@@ -30,16 +30,67 @@ func TestAccessTrackerRecordAndSnapshot(t *testing.T) {
 	if snap[0].UserAgent != "agent-a2" {
 		t.Fatalf("snapshot[0].UserAgent = %q, want agent-a2", snap[0].UserAgent)
 	}
+	if snap[0].RemoteAddr != "10.0.0.1" {
+		t.Fatalf("snapshot[0].RemoteAddr = %q, want 10.0.0.1", snap[0].RemoteAddr)
+	}
 }

 func TestAccessTrackerConnectedCount(t *testing.T) {
 	tracker := NewAccessTracker()
 	now := time.Date(2026, 4, 4, 12, 0, 0, 0, time.UTC)

-	tracker.Record("recent", "/mcp", "", "", now.Add(-2*time.Minute))
-	tracker.Record("stale", "/mcp", "", "", now.Add(-11*time.Minute))
+	tracker.Record("recent", "/mcp", "", "", "", now.Add(-2*time.Minute))
+	tracker.Record("stale", "/mcp", "", "", "", now.Add(-11*time.Minute))

 	if got := tracker.ConnectedCount(now, 10*time.Minute); got != 1 {
 		t.Fatalf("ConnectedCount() = %d, want 1", got)
 	}
 }
+
+func TestAccessTrackerMetrics(t *testing.T) {
+	tracker := NewAccessTracker()
+	now := time.Date(2026, 4, 4, 12, 0, 0, 0, time.UTC)
+
+	tracker.Record("client-a", "/mcp", "10.0.0.1:1234", "agent-a", "list_projects", now)
+	tracker.Record("client-a", "/mcp", "10.0.0.1:1234", "agent-a", "list_projects", now.Add(1*time.Second))
+	tracker.Record("client-b", "/files", "10.0.0.2:5678", "agent-b", "", now.Add(2*time.Second))
+	tracker.Record("client-c", "/files", "10.0.0.2:5678", "agent-b", "search_thoughts", now.Add(3*time.Second))
+
+	metrics := tracker.Metrics(5)
+	if metrics.TotalRequests != 4 {
+		t.Fatalf("TotalRequests = %d, want 4", metrics.TotalRequests)
+	}
+	if metrics.UniquePrincipals != 3 {
+		t.Fatalf("UniquePrincipals = %d, want 3", metrics.UniquePrincipals)
+	}
+	if metrics.UniqueIPs != 2 {
+		t.Fatalf("UniqueIPs = %d, want 2", metrics.UniqueIPs)
+	}
+	if metrics.UniqueAgents != 2 {
+		t.Fatalf("UniqueAgents = %d, want 2", metrics.UniqueAgents)
+	}
+	if metrics.UniqueTools != 2 {
+		t.Fatalf("UniqueTools = %d, want 2", metrics.UniqueTools)
+	}
+	if len(metrics.TopIPs) != 2 {
+		t.Fatalf("len(TopIPs) = %d, want 2", len(metrics.TopIPs))
+	}
+	if metrics.TopIPs[0].RequestCount != 2 || metrics.TopIPs[1].RequestCount != 2 {
+		t.Fatalf("TopIPs counts = %+v, want both counts to be 2", metrics.TopIPs)
+	}
+	if metrics.TopIPs[0].Key != "10.0.0.1" && metrics.TopIPs[0].Key != "10.0.0.2" {
+		t.Fatalf("TopIPs[0].Key = %q, want normalized IP", metrics.TopIPs[0].Key)
+	}
+	if len(metrics.TopAgents) != 2 {
+		t.Fatalf("len(TopAgents) = %d, want 2", len(metrics.TopAgents))
+	}
+	if metrics.TopAgents[0].RequestCount != 2 || metrics.TopAgents[1].RequestCount != 2 {
+		t.Fatalf("TopAgents counts = %+v, want both counts to be 2", metrics.TopAgents)
+	}
+	if len(metrics.TopTools) != 2 {
+		t.Fatalf("len(TopTools) = %d, want 2", len(metrics.TopTools))
+	}
+	if metrics.TopTools[0].Key != "list_projects" || metrics.TopTools[0].RequestCount != 2 {
+		t.Fatalf("TopTools[0] = %+v, want list_projects with count 2", metrics.TopTools[0])
+	}
+}
--- a/internal/auth/keyring_test.go
+++ b/internal/auth/keyring_test.go
@@ -1,6 +1,8 @@
 package auth

 import (
+	"bytes"
+	"encoding/json"
 	"io"
 	"log/slog"
 	"net/http"
@@ -8,6 +10,7 @@ import (
 	"testing"

 	"git.warky.dev/wdevs/amcs/internal/config"
+	"git.warky.dev/wdevs/amcs/internal/observability"
 )

 func testLogger() *slog.Logger {
@@ -188,3 +191,50 @@ func TestMiddlewareRecordsForwardedRemoteAddr(t *testing.T) {
 		t.Fatalf("snapshot remote_addr = %q, want %q", snap[0].RemoteAddr, "203.0.113.99")
 	}
 }
+
+func TestMiddlewareRecordsMCPToolUsage(t *testing.T) {
+	keyring, err := NewKeyring([]config.APIKey{{ID: "client-a", Value: "secret"}})
+	if err != nil {
+		t.Fatalf("NewKeyring() error = %v", err)
+	}
+	tracker := NewAccessTracker()
+	logger := testLogger()
+
+	authenticated := Middleware(config.AuthConfig{HeaderName: "x-brain-key"}, keyring, nil, nil, tracker, logger)(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.WriteHeader(http.StatusNoContent)
+	}))
+	handler := observability.AccessLog(logger)(authenticated)
+
+	payload := map[string]any{
+		"jsonrpc": "2.0",
+		"id":      "1",
+		"method":  "tools/call",
+		"params": map[string]any{
+			"name": "list_projects",
+		},
+	}
+	body, err := json.Marshal(payload)
+	if err != nil {
+		t.Fatalf("json.Marshal() error = %v", err)
+	}
+
+	req := httptest.NewRequest(http.MethodPost, "/mcp", bytes.NewReader(body))
+	req.Header.Set("x-brain-key", "secret")
+	rec := httptest.NewRecorder()
+	handler.ServeHTTP(rec, req)
+
+	if rec.Code != http.StatusNoContent {
+		t.Fatalf("status = %d, want %d", rec.Code, http.StatusNoContent)
+	}
+
+	metrics := tracker.Metrics(10)
+	if metrics.UniqueTools != 1 {
+		t.Fatalf("UniqueTools = %d, want 1", metrics.UniqueTools)
+	}
+	if len(metrics.TopTools) != 1 {
+		t.Fatalf("len(TopTools) = %d, want 1", len(metrics.TopTools))
+	}
+	if metrics.TopTools[0].Key != "list_projects" || metrics.TopTools[0].RequestCount != 1 {
+		t.Fatalf("TopTools[0] = %+v, want list_projects with count 1", metrics.TopTools[0])
+	}
+}
--- a/internal/auth/middleware.go
+++ b/internal/auth/middleware.go
@@ -9,6 +9,7 @@ import (
 	"time"

 	"git.warky.dev/wdevs/amcs/internal/config"
+	"git.warky.dev/wdevs/amcs/internal/observability"
 	"git.warky.dev/wdevs/amcs/internal/requestip"
 )

@@ -23,7 +24,14 @@ func Middleware(cfg config.AuthConfig, keyring *Keyring, oauthRegistry *OAuthReg
 	}
 	recordAccess := func(r *http.Request, keyID string) {
 		if tracker != nil {
-			tracker.Record(keyID, r.URL.Path, requestip.FromRequest(r), r.UserAgent(), time.Now())
+			tracker.Record(
+				keyID,
+				r.URL.Path,
+				requestip.FromRequest(r),
+				r.UserAgent(),
+				observability.MCPToolFromContext(r.Context()),
+				time.Now(),
+			)
 		}
 	}
 	return func(next http.Handler) http.Handler {
--- a/internal/generatedmodels/sql_public_agent_guardrails.go
+++ b/internal/generatedmodels/sql_public_agent_guardrails.go
@@ -0,0 +1,68 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicAgentGuardrails struct {
+	bun.BaseModel                         `bun:"table:public.agent_guardrails,alias:agent_guardrails"`
+	ID                                    resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	Content                               resolvespec_common.SqlString    `bun:"content,type:text,notnull," json:"content"`
+	CreatedAt                             resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),notnull," json:"created_at"`
+	Description                           resolvespec_common.SqlString    `bun:"description,type:text,default:'',notnull," json:"description"`
+	GUID                                  resolvespec_common.SqlUUID      `bun:"guid,type:uuid,default:gen_random_uuid(),notnull," json:"guid"`
+	Name                                  resolvespec_common.SqlString    `bun:"name,type:text,notnull," json:"name"`
+	Severity                              resolvespec_common.SqlString    `bun:"severity,type:text,default:'medium',notnull," json:"severity"`
+	Tags                                  resolvespec_common.SqlString    `bun:"tags,type:text,nullzero," json:"tags"`
+	UpdatedAt                             resolvespec_common.SqlTimeStamp `bun:"updated_at,type:timestamptz,default:now(),notnull," json:"updated_at"`
+	RelGuardrailIDPublicPlanGuardrails    []*ModelPublicPlanGuardrails    `bun:"rel:has-many,join:id=guardrail_id" json:"relguardrailidpublicplanguardrails,omitempty"`    // Has many ModelPublicPlanGuardrails
+	RelGuardrailIDPublicProjectGuardrails []*ModelPublicProjectGuardrails `bun:"rel:has-many,join:id=guardrail_id" json:"relguardrailidpublicprojectguardrails,omitempty"` // Has many ModelPublicProjectGuardrails
+}
+
+// TableName returns the table name for ModelPublicAgentGuardrails
+func (m ModelPublicAgentGuardrails) TableName() string {
+	return "public.agent_guardrails"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicAgentGuardrails
+func (m ModelPublicAgentGuardrails) TableNameOnly() string {
+	return "agent_guardrails"
+}
+
+// SchemaName returns the schema name for ModelPublicAgentGuardrails
+func (m ModelPublicAgentGuardrails) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicAgentGuardrails) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicAgentGuardrails) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicAgentGuardrails) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicAgentGuardrails) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicAgentGuardrails) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicAgentGuardrails) GetPrefix() string {
+	return "AGG"
+}
--- a/internal/generatedmodels/sql_public_agent_skills.go
+++ b/internal/generatedmodels/sql_public_agent_skills.go
@@ -0,0 +1,68 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicAgentSkills struct {
+	bun.BaseModel                    `bun:"table:public.agent_skills,alias:agent_skills"`
+	ID                               resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	Content                          resolvespec_common.SqlString    `bun:"content,type:text,notnull," json:"content"`
+	CreatedAt                        resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),notnull," json:"created_at"`
+	Description                      resolvespec_common.SqlString    `bun:"description,type:text,default:'',notnull," json:"description"`
+	GUID                             resolvespec_common.SqlUUID      `bun:"guid,type:uuid,default:gen_random_uuid(),notnull," json:"guid"`
+	Name                             resolvespec_common.SqlString    `bun:"name,type:text,notnull," json:"name"`
+	Tags                             resolvespec_common.SqlString    `bun:"tags,type:text,nullzero," json:"tags"`
+	UpdatedAt                        resolvespec_common.SqlTimeStamp `bun:"updated_at,type:timestamptz,default:now(),notnull," json:"updated_at"`
+	RelRelatedSkillIDPublicLearnings []*ModelPublicLearnings         `bun:"rel:has-many,join:id=related_skill_id" json:"relrelatedskillidpubliclearnings,omitempty"` // Has many ModelPublicLearnings
+	RelSkillIDPublicPlanSkills       []*ModelPublicPlanSkills        `bun:"rel:has-many,join:id=skill_id" json:"relskillidpublicplanskills,omitempty"`               // Has many ModelPublicPlanSkills
+	RelSkillIDPublicProjectSkills    []*ModelPublicProjectSkills     `bun:"rel:has-many,join:id=skill_id" json:"relskillidpublicprojectskills,omitempty"`            // Has many ModelPublicProjectSkills
+}
+
+// TableName returns the table name for ModelPublicAgentSkills
+func (m ModelPublicAgentSkills) TableName() string {
+	return "public.agent_skills"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicAgentSkills
+func (m ModelPublicAgentSkills) TableNameOnly() string {
+	return "agent_skills"
+}
+
+// SchemaName returns the schema name for ModelPublicAgentSkills
+func (m ModelPublicAgentSkills) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicAgentSkills) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicAgentSkills) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicAgentSkills) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicAgentSkills) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicAgentSkills) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicAgentSkills) GetPrefix() string {
+	return "ASG"
+}
--- a/internal/generatedmodels/sql_public_chat_histories.go
+++ b/internal/generatedmodels/sql_public_chat_histories.go
@@ -0,0 +1,70 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicChatHistories struct {
+	bun.BaseModel `bun:"table:public.chat_histories,alias:chat_histories"`
+	ID            resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	AgentID       resolvespec_common.SqlString    `bun:"agent_id,type:text,nullzero," json:"agent_id"`
+	Channel       resolvespec_common.SqlString    `bun:"channel,type:text,nullzero," json:"channel"`
+	CreatedAt     resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),notnull," json:"created_at"`
+	GUID          resolvespec_common.SqlUUID      `bun:"guid,type:uuid,default:gen_random_uuid(),notnull," json:"guid"`
+	Messages      resolvespec_common.SqlJSONB     `bun:"messages,type:jsonb,default:'[',notnull," json:"messages"`
+	Metadata      resolvespec_common.SqlJSONB     `bun:"metadata,type:jsonb,default:'{}',notnull," json:"metadata"`
+	ProjectID     resolvespec_common.SqlInt64     `bun:"project_id,type:bigint,nullzero," json:"project_id"`
+	SessionID     resolvespec_common.SqlString    `bun:"session_id,type:text,notnull," json:"session_id"`
+	Summary       resolvespec_common.SqlString    `bun:"summary,type:text,nullzero," json:"summary"`
+	Title         resolvespec_common.SqlString    `bun:"title,type:text,nullzero," json:"title"`
+	UpdatedAt     resolvespec_common.SqlTimeStamp `bun:"updated_at,type:timestamptz,default:now(),notnull," json:"updated_at"`
+	RelProjectID  *ModelPublicProjects            `bun:"rel:has-one,join:project_id=id" json:"relprojectid,omitempty"` // Has one ModelPublicProjects
+}
+
+// TableName returns the table name for ModelPublicChatHistories
+func (m ModelPublicChatHistories) TableName() string {
+	return "public.chat_histories"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicChatHistories
+func (m ModelPublicChatHistories) TableNameOnly() string {
+	return "chat_histories"
+}
+
+// SchemaName returns the schema name for ModelPublicChatHistories
+func (m ModelPublicChatHistories) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicChatHistories) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicChatHistories) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicChatHistories) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicChatHistories) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicChatHistories) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicChatHistories) GetPrefix() string {
+	return "CHH"
+}
--- a/internal/generatedmodels/sql_public_embeddings.go
+++ b/internal/generatedmodels/sql_public_embeddings.go
@@ -0,0 +1,66 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicEmbeddings struct {
+	bun.BaseModel `bun:"table:public.embeddings,alias:embeddings"`
+	ID            resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	CreatedAt     resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),nullzero," json:"created_at"`
+	Dim           resolvespec_common.SqlInt32     `bun:"dim,type:int,notnull," json:"dim"`
+	Embedding     resolvespec_common.SqlString    `bun:"embedding,type:vector,notnull," json:"embedding"`
+	GUID          resolvespec_common.SqlUUID      `bun:"guid,type:uuid,default:gen_random_uuid(),notnull," json:"guid"`
+	Model         resolvespec_common.SqlString    `bun:"model,type:text,notnull,unique:uidx_embeddings_thought_id_model," json:"model"`
+	ThoughtID     int64                           `bun:"thought_id,type:bigint,notnull,unique:uidx_embeddings_thought_id_model," json:"thought_id"`
+	UpdatedAt     resolvespec_common.SqlTimeStamp `bun:"updated_at,type:timestamptz,default:now(),nullzero," json:"updated_at"`
+	RelThoughtID  *ModelPublicThoughts            `bun:"rel:has-one,join:thought_id=id" json:"relthoughtid,omitempty"` // Has one ModelPublicThoughts
+}
+
+// TableName returns the table name for ModelPublicEmbeddings
+func (m ModelPublicEmbeddings) TableName() string {
+	return "public.embeddings"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicEmbeddings
+func (m ModelPublicEmbeddings) TableNameOnly() string {
+	return "embeddings"
+}
+
+// SchemaName returns the schema name for ModelPublicEmbeddings
+func (m ModelPublicEmbeddings) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicEmbeddings) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicEmbeddings) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicEmbeddings) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicEmbeddings) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicEmbeddings) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicEmbeddings) GetPrefix() string {
+	return "EMB"
+}
--- a/internal/generatedmodels/sql_public_learnings.go
+++ b/internal/generatedmodels/sql_public_learnings.go
@@ -0,0 +1,84 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicLearnings struct {
+	bun.BaseModel            `bun:"table:public.learnings,alias:learnings"`
+	ID                       resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	ActionRequired           bool                            `bun:"action_required,type:boolean,default:false,notnull," json:"action_required"`
+	Area                     resolvespec_common.SqlString    `bun:"area,type:text,default:'other',notnull," json:"area"`
+	Category                 resolvespec_common.SqlString    `bun:"category,type:text,default:'insight',notnull," json:"category"`
+	Confidence               resolvespec_common.SqlString    `bun:"confidence,type:text,default:'hypothesis',notnull," json:"confidence"`
+	CreatedAt                resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),notnull," json:"created_at"`
+	Details                  resolvespec_common.SqlString    `bun:"details,type:text,default:'',notnull," json:"details"`
+	DuplicateOfLearningID    resolvespec_common.SqlInt64     `bun:"duplicate_of_learning_id,type:bigint,nullzero," json:"duplicate_of_learning_id"`
+	GUID                     resolvespec_common.SqlUUID      `bun:"guid,type:uuid,default:gen_random_uuid(),notnull," json:"guid"`
+	Priority                 resolvespec_common.SqlString    `bun:"priority,type:text,default:'medium',notnull," json:"priority"`
+	ProjectID                resolvespec_common.SqlInt64     `bun:"project_id,type:bigint,nullzero," json:"project_id"`
+	RelatedSkillID           resolvespec_common.SqlInt64     `bun:"related_skill_id,type:bigint,nullzero," json:"related_skill_id"`
+	RelatedThoughtID         resolvespec_common.SqlInt64     `bun:"related_thought_id,type:bigint,nullzero," json:"related_thought_id"`
+	ReviewedAt               resolvespec_common.SqlTimeStamp `bun:"reviewed_at,type:timestamptz,nullzero," json:"reviewed_at"`
+	ReviewedBy               resolvespec_common.SqlString    `bun:"reviewed_by,type:text,nullzero," json:"reviewed_by"`
+	SourceRef                resolvespec_common.SqlString    `bun:"source_ref,type:text,nullzero," json:"source_ref"`
+	SourceType               resolvespec_common.SqlString    `bun:"source_type,type:text,nullzero," json:"source_type"`
+	Status                   resolvespec_common.SqlString    `bun:"status,type:text,default:'pending',notnull," json:"status"`
+	Summary                  resolvespec_common.SqlString    `bun:"summary,type:text,notnull," json:"summary"`
+	SupersedesLearningID     resolvespec_common.SqlInt64     `bun:"supersedes_learning_id,type:bigint,nullzero," json:"supersedes_learning_id"`
+	Tags                     resolvespec_common.SqlString    `bun:"tags,type:text,nullzero," json:"tags"`
+	UpdatedAt                resolvespec_common.SqlTimeStamp `bun:"updated_at,type:timestamptz,default:now(),notnull," json:"updated_at"`
+	RelDuplicateOfLearningID *ModelPublicLearnings           `bun:"rel:has-one,join:duplicate_of_learning_id=id" json:"relduplicateoflearningid,omitempty"` // Has one ModelPublicLearnings
+	RelProjectID             *ModelPublicProjects            `bun:"rel:has-one,join:project_id=id" json:"relprojectid,omitempty"`                           // Has one ModelPublicProjects
+	RelRelatedSkillID        *ModelPublicAgentSkills         `bun:"rel:has-one,join:related_skill_id=id" json:"relrelatedskillid,omitempty"`                // Has one ModelPublicAgentSkills
+	RelRelatedThoughtID      *ModelPublicThoughts            `bun:"rel:has-one,join:related_thought_id=id" json:"relrelatedthoughtid,omitempty"`            // Has one ModelPublicThoughts
+	RelSupersedesLearningID  *ModelPublicLearnings           `bun:"rel:has-one,join:supersedes_learning_id=id" json:"relsupersedeslearningid,omitempty"`    // Has one ModelPublicLearnings
+}
+
+// TableName returns the table name for ModelPublicLearnings
+func (m ModelPublicLearnings) TableName() string {
+	return "public.learnings"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicLearnings
+func (m ModelPublicLearnings) TableNameOnly() string {
+	return "learnings"
+}
+
+// SchemaName returns the schema name for ModelPublicLearnings
+func (m ModelPublicLearnings) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicLearnings) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicLearnings) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicLearnings) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicLearnings) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicLearnings) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicLearnings) GetPrefix() string {
+	return "LEA"
+}
--- a/internal/generatedmodels/sql_public_plan_dependencies.go
+++ b/internal/generatedmodels/sql_public_plan_dependencies.go
@@ -0,0 +1,63 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicPlanDependencies struct {
+	bun.BaseModel      `bun:"table:public.plan_dependencies,alias:plan_dependencies"`
+	ID                 resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	CreatedAt          resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),notnull," json:"created_at"`
+	DependsOnPlanID    int64                           `bun:"depends_on_plan_id,type:bigint,notnull,unique:uidx_plan_dependencies_plan_id_depends_on_plan_id," json:"depends_on_plan_id"`
+	PlanID             int64                           `bun:"plan_id,type:bigint,notnull,unique:uidx_plan_dependencies_plan_id_depends_on_plan_id," json:"plan_id"`
+	RelDependsOnPlanID *ModelPublicPlans               `bun:"rel:has-one,join:depends_on_plan_id=id" json:"reldependsonplanid,omitempty"` // Has one ModelPublicPlans
+	RelPlanID          *ModelPublicPlans               `bun:"rel:has-one,join:plan_id=id" json:"relplanid,omitempty"`                     // Has one ModelPublicPlans
+}
+
+// TableName returns the table name for ModelPublicPlanDependencies
+func (m ModelPublicPlanDependencies) TableName() string {
+	return "public.plan_dependencies"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicPlanDependencies
+func (m ModelPublicPlanDependencies) TableNameOnly() string {
+	return "plan_dependencies"
+}
+
+// SchemaName returns the schema name for ModelPublicPlanDependencies
+func (m ModelPublicPlanDependencies) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicPlanDependencies) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicPlanDependencies) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicPlanDependencies) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicPlanDependencies) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicPlanDependencies) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicPlanDependencies) GetPrefix() string {
+	return "PDL"
+}
--- a/internal/generatedmodels/sql_public_plan_guardrails.go
+++ b/internal/generatedmodels/sql_public_plan_guardrails.go
@@ -0,0 +1,63 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicPlanGuardrails struct {
+	bun.BaseModel  `bun:"table:public.plan_guardrails,alias:plan_guardrails"`
+	ID             resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	CreatedAt      resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),notnull," json:"created_at"`
+	GuardrailID    int64                           `bun:"guardrail_id,type:bigint,notnull,unique:uidx_plan_guardrails_plan_id_guardrail_id," json:"guardrail_id"`
+	PlanID         int64                           `bun:"plan_id,type:bigint,notnull,unique:uidx_plan_guardrails_plan_id_guardrail_id," json:"plan_id"`
+	RelGuardrailID *ModelPublicAgentGuardrails     `bun:"rel:has-one,join:guardrail_id=id" json:"relguardrailid,omitempty"` // Has one ModelPublicAgentGuardrails
+	RelPlanID      *ModelPublicPlans               `bun:"rel:has-one,join:plan_id=id" json:"relplanid,omitempty"`           // Has one ModelPublicPlans
+}
+
+// TableName returns the table name for ModelPublicPlanGuardrails
+func (m ModelPublicPlanGuardrails) TableName() string {
+	return "public.plan_guardrails"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicPlanGuardrails
+func (m ModelPublicPlanGuardrails) TableNameOnly() string {
+	return "plan_guardrails"
+}
+
+// SchemaName returns the schema name for ModelPublicPlanGuardrails
+func (m ModelPublicPlanGuardrails) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicPlanGuardrails) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicPlanGuardrails) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicPlanGuardrails) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicPlanGuardrails) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicPlanGuardrails) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicPlanGuardrails) GetPrefix() string {
+	return "PGL"
+}
--- a/internal/generatedmodels/sql_public_plan_related_plans.go
+++ b/internal/generatedmodels/sql_public_plan_related_plans.go
@@ -0,0 +1,63 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicPlanRelatedPlans struct {
+	bun.BaseModel `bun:"table:public.plan_related_plans,alias:plan_related_plans"`
+	ID            resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	CreatedAt     resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),notnull," json:"created_at"`
+	PlanAID       int64                           `bun:"plan_a_id,type:bigint,notnull,unique:uidx_plan_related_plans_plan_a_id_plan_b_id," json:"plan_a_id"`
+	PlanBID       int64                           `bun:"plan_b_id,type:bigint,notnull,unique:uidx_plan_related_plans_plan_a_id_plan_b_id," json:"plan_b_id"`
+	RelPlanAID    *ModelPublicPlans               `bun:"rel:has-one,join:plan_a_id=id" json:"relplanaid,omitempty"` // Has one ModelPublicPlans
+	RelPlanBID    *ModelPublicPlans               `bun:"rel:has-one,join:plan_b_id=id" json:"relplanbid,omitempty"` // Has one ModelPublicPlans
+}
+
+// TableName returns the table name for ModelPublicPlanRelatedPlans
+func (m ModelPublicPlanRelatedPlans) TableName() string {
+	return "public.plan_related_plans"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicPlanRelatedPlans
+func (m ModelPublicPlanRelatedPlans) TableNameOnly() string {
+	return "plan_related_plans"
+}
+
+// SchemaName returns the schema name for ModelPublicPlanRelatedPlans
+func (m ModelPublicPlanRelatedPlans) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicPlanRelatedPlans) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicPlanRelatedPlans) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicPlanRelatedPlans) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicPlanRelatedPlans) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicPlanRelatedPlans) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicPlanRelatedPlans) GetPrefix() string {
+	return "PRP"
+}
--- a/internal/generatedmodels/sql_public_plan_skills.go
+++ b/internal/generatedmodels/sql_public_plan_skills.go
@@ -0,0 +1,63 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicPlanSkills struct {
+	bun.BaseModel `bun:"table:public.plan_skills,alias:plan_skills"`
+	ID            resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	CreatedAt     resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),notnull," json:"created_at"`
+	PlanID        int64                           `bun:"plan_id,type:bigint,notnull,unique:uidx_plan_skills_plan_id_skill_id," json:"plan_id"`
+	SkillID       int64                           `bun:"skill_id,type:bigint,notnull,unique:uidx_plan_skills_plan_id_skill_id," json:"skill_id"`
+	RelPlanID     *ModelPublicPlans               `bun:"rel:has-one,join:plan_id=id" json:"relplanid,omitempty"`   // Has one ModelPublicPlans
+	RelSkillID    *ModelPublicAgentSkills         `bun:"rel:has-one,join:skill_id=id" json:"relskillid,omitempty"` // Has one ModelPublicAgentSkills
+}
+
+// TableName returns the table name for ModelPublicPlanSkills
+func (m ModelPublicPlanSkills) TableName() string {
+	return "public.plan_skills"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicPlanSkills
+func (m ModelPublicPlanSkills) TableNameOnly() string {
+	return "plan_skills"
+}
+
+// SchemaName returns the schema name for ModelPublicPlanSkills
+func (m ModelPublicPlanSkills) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicPlanSkills) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicPlanSkills) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicPlanSkills) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicPlanSkills) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicPlanSkills) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicPlanSkills) GetPrefix() string {
+	return "PSL"
+}
--- a/internal/generatedmodels/sql_public_plans.go
+++ b/internal/generatedmodels/sql_public_plans.go
@@ -0,0 +1,81 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicPlans struct {
+	bun.BaseModel                            `bun:"table:public.plans,alias:plans"`
+	ID                                       resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	CompletedAt                              resolvespec_common.SqlTimeStamp `bun:"completed_at,type:timestamptz,nullzero," json:"completed_at"`
+	CreatedAt                                resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),notnull," json:"created_at"`
+	Description                              resolvespec_common.SqlString    `bun:"description,type:text,default:'',notnull," json:"description"`
+	DueDate                                  resolvespec_common.SqlTimeStamp `bun:"due_date,type:timestamptz,nullzero," json:"due_date"`
+	GUID                                     resolvespec_common.SqlUUID      `bun:"guid,type:uuid,default:gen_random_uuid(),notnull," json:"guid"`
+	LastReviewedAt                           resolvespec_common.SqlTimeStamp `bun:"last_reviewed_at,type:timestamptz,nullzero," json:"last_reviewed_at"`
+	Owner                                    resolvespec_common.SqlString    `bun:"owner,type:text,nullzero," json:"owner"`
+	Priority                                 resolvespec_common.SqlString    `bun:"priority,type:text,default:'medium',notnull," json:"priority"` // low, medium, high, critical
+	ProjectID                                resolvespec_common.SqlInt64     `bun:"project_id,type:bigint,nullzero," json:"project_id"`
+	ReviewedBy                               resolvespec_common.SqlString    `bun:"reviewed_by,type:text,nullzero," json:"reviewed_by"`
+	Status                                   resolvespec_common.SqlString    `bun:"status,type:text,default:'draft',notnull," json:"status"` // draft, active, blocked, completed, cancelled, superseded
+	SupersedesPlanID                         resolvespec_common.SqlInt64     `bun:"supersedes_plan_id,type:bigint,nullzero," json:"supersedes_plan_id"`
+	Tags                                     resolvespec_common.SqlString    `bun:"tags,type:text,nullzero," json:"tags"`
+	Title                                    resolvespec_common.SqlString    `bun:"title,type:text,notnull," json:"title"`
+	UpdatedAt                                resolvespec_common.SqlTimeStamp `bun:"updated_at,type:timestamptz,default:now(),notnull," json:"updated_at"`
+	RelProjectID                             *ModelPublicProjects            `bun:"rel:has-one,join:project_id=id" json:"relprojectid,omitempty"`                                      // Has one ModelPublicProjects
+	RelSupersedesPlanID                      *ModelPublicPlans               `bun:"rel:has-one,join:supersedes_plan_id=id" json:"relsupersedesplanid,omitempty"`                       // Has one ModelPublicPlans
+	RelDependsOnPlanIDPublicPlanDependencies []*ModelPublicPlanDependencies  `bun:"rel:has-many,join:id=depends_on_plan_id" json:"reldependsonplanidpublicplandependencies,omitempty"` // Has many ModelPublicPlanDependencies
+	RelPlanIDPublicPlanDependencies          []*ModelPublicPlanDependencies  `bun:"rel:has-many,join:id=plan_id" json:"relplanidpublicplandependencies,omitempty"`                     // Has many ModelPublicPlanDependencies
+	RelPlanAIDPublicPlanRelatedPlans         []*ModelPublicPlanRelatedPlans  `bun:"rel:has-many,join:id=plan_a_id" json:"relplanaidpublicplanrelatedplans,omitempty"`                  // Has many ModelPublicPlanRelatedPlans
+	RelPlanBIDPublicPlanRelatedPlans         []*ModelPublicPlanRelatedPlans  `bun:"rel:has-many,join:id=plan_b_id" json:"relplanbidpublicplanrelatedplans,omitempty"`                  // Has many ModelPublicPlanRelatedPlans
+	RelPlanIDPublicPlanSkills                []*ModelPublicPlanSkills        `bun:"rel:has-many,join:id=plan_id" json:"relplanidpublicplanskills,omitempty"`                           // Has many ModelPublicPlanSkills
+	RelPlanIDPublicPlanGuardrails            []*ModelPublicPlanGuardrails    `bun:"rel:has-many,join:id=plan_id" json:"relplanidpublicplanguardrails,omitempty"`                       // Has many ModelPublicPlanGuardrails
+}
+
+// TableName returns the table name for ModelPublicPlans
+func (m ModelPublicPlans) TableName() string {
+	return "public.plans"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicPlans
+func (m ModelPublicPlans) TableNameOnly() string {
+	return "plans"
+}
+
+// SchemaName returns the schema name for ModelPublicPlans
+func (m ModelPublicPlans) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicPlans) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicPlans) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicPlans) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicPlans) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicPlans) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicPlans) GetPrefix() string {
+	return "PLA"
+}
--- a/internal/generatedmodels/sql_public_project_guardrails.go
+++ b/internal/generatedmodels/sql_public_project_guardrails.go
@@ -0,0 +1,63 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicProjectGuardrails struct {
+	bun.BaseModel  `bun:"table:public.project_guardrails,alias:project_guardrails"`
+	ID             resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	CreatedAt      resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),notnull," json:"created_at"`
+	GuardrailID    int64                           `bun:"guardrail_id,type:bigint,notnull," json:"guardrail_id"`
+	ProjectID      int64                           `bun:"project_id,type:bigint,notnull," json:"project_id"`
+	RelGuardrailID *ModelPublicAgentGuardrails     `bun:"rel:has-one,join:guardrail_id=id" json:"relguardrailid,omitempty"` // Has one ModelPublicAgentGuardrails
+	RelProjectID   *ModelPublicProjects            `bun:"rel:has-one,join:project_id=id" json:"relprojectid,omitempty"`     // Has one ModelPublicProjects
+}
+
+// TableName returns the table name for ModelPublicProjectGuardrails
+func (m ModelPublicProjectGuardrails) TableName() string {
+	return "public.project_guardrails"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicProjectGuardrails
+func (m ModelPublicProjectGuardrails) TableNameOnly() string {
+	return "project_guardrails"
+}
+
+// SchemaName returns the schema name for ModelPublicProjectGuardrails
+func (m ModelPublicProjectGuardrails) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicProjectGuardrails) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicProjectGuardrails) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicProjectGuardrails) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicProjectGuardrails) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicProjectGuardrails) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicProjectGuardrails) GetPrefix() string {
+	return "PGR"
+}
--- a/internal/generatedmodels/sql_public_project_skills.go
+++ b/internal/generatedmodels/sql_public_project_skills.go
@@ -0,0 +1,63 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicProjectSkills struct {
+	bun.BaseModel `bun:"table:public.project_skills,alias:project_skills"`
+	ID            resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	CreatedAt     resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),notnull," json:"created_at"`
+	ProjectID     int64                           `bun:"project_id,type:bigint,notnull," json:"project_id"`
+	SkillID       int64                           `bun:"skill_id,type:bigint,notnull," json:"skill_id"`
+	RelProjectID  *ModelPublicProjects            `bun:"rel:has-one,join:project_id=id" json:"relprojectid,omitempty"` // Has one ModelPublicProjects
+	RelSkillID    *ModelPublicAgentSkills         `bun:"rel:has-one,join:skill_id=id" json:"relskillid,omitempty"`     // Has one ModelPublicAgentSkills
+}
+
+// TableName returns the table name for ModelPublicProjectSkills
+func (m ModelPublicProjectSkills) TableName() string {
+	return "public.project_skills"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicProjectSkills
+func (m ModelPublicProjectSkills) TableNameOnly() string {
+	return "project_skills"
+}
+
+// SchemaName returns the schema name for ModelPublicProjectSkills
+func (m ModelPublicProjectSkills) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicProjectSkills) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicProjectSkills) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicProjectSkills) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicProjectSkills) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicProjectSkills) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicProjectSkills) GetPrefix() string {
+	return "PSR"
+}
--- a/internal/generatedmodels/sql_public_projects.go
+++ b/internal/generatedmodels/sql_public_projects.go
@@ -0,0 +1,71 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicProjects struct {
+	bun.BaseModel                       `bun:"table:public.projects,alias:projects"`
+	ID                                  resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	CreatedAt                           resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),nullzero," json:"created_at"`
+	Description                         resolvespec_common.SqlString    `bun:"description,type:text,nullzero," json:"description"`
+	GUID                                resolvespec_common.SqlUUID      `bun:"guid,type:uuid,default:gen_random_uuid(),notnull," json:"guid"`
+	LastActiveAt                        resolvespec_common.SqlTimeStamp `bun:"last_active_at,type:timestamptz,default:now(),nullzero," json:"last_active_at"`
+	Name                                resolvespec_common.SqlString    `bun:"name,type:text,notnull," json:"name"`
+	ThoughtCount                        resolvespec_common.SqlInt64     `bun:"thought_count,scanonly" json:"thought_count"`
+	RelProjectIDPublicThoughts          []*ModelPublicThoughts          `bun:"rel:has-many,join:id=project_id" json:"relprojectidpublicthoughts,omitempty"`          // Has many ModelPublicThoughts
+	RelProjectIDPublicStoredFiles       []*ModelPublicStoredFiles       `bun:"rel:has-many,join:id=project_id" json:"relprojectidpublicstoredfiles,omitempty"`       // Has many ModelPublicStoredFiles
+	RelProjectIDPublicChatHistories     []*ModelPublicChatHistories     `bun:"rel:has-many,join:id=project_id" json:"relprojectidpublicchathistories,omitempty"`     // Has many ModelPublicChatHistories
+	RelProjectIDPublicLearnings         []*ModelPublicLearnings         `bun:"rel:has-many,join:id=project_id" json:"relprojectidpubliclearnings,omitempty"`         // Has many ModelPublicLearnings
+	RelProjectIDPublicPlans             []*ModelPublicPlans             `bun:"rel:has-many,join:id=project_id" json:"relprojectidpublicplans,omitempty"`             // Has many ModelPublicPlans
+	RelProjectIDPublicProjectSkills     []*ModelPublicProjectSkills     `bun:"rel:has-many,join:id=project_id" json:"relprojectidpublicprojectskills,omitempty"`     // Has many ModelPublicProjectSkills
+	RelProjectIDPublicProjectGuardrails []*ModelPublicProjectGuardrails `bun:"rel:has-many,join:id=project_id" json:"relprojectidpublicprojectguardrails,omitempty"` // Has many ModelPublicProjectGuardrails
+}
+
+// TableName returns the table name for ModelPublicProjects
+func (m ModelPublicProjects) TableName() string {
+	return "public.projects"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicProjects
+func (m ModelPublicProjects) TableNameOnly() string {
+	return "projects"
+}
+
+// SchemaName returns the schema name for ModelPublicProjects
+func (m ModelPublicProjects) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicProjects) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicProjects) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicProjects) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicProjects) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicProjects) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicProjects) GetPrefix() string {
+	return "PRO"
+}
--- a/internal/generatedmodels/sql_public_stored_files.go
+++ b/internal/generatedmodels/sql_public_stored_files.go
@@ -0,0 +1,72 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicStoredFiles struct {
+	bun.BaseModel `bun:"table:public.stored_files,alias:stored_files"`
+	ID            resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	Content       []byte                          `bun:"content,type:bytea,notnull," json:"content"`
+	CreatedAt     resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),notnull," json:"created_at"`
+	Encoding      resolvespec_common.SqlString    `bun:"encoding,type:text,default:'base64',notnull," json:"encoding"`
+	GUID          resolvespec_common.SqlUUID      `bun:"guid,type:uuid,default:gen_random_uuid(),notnull," json:"guid"`
+	Kind          resolvespec_common.SqlString    `bun:"kind,type:text,default:'file',notnull," json:"kind"`
+	MediaType     resolvespec_common.SqlString    `bun:"media_type,type:text,notnull," json:"media_type"`
+	Name          resolvespec_common.SqlString    `bun:"name,type:text,notnull," json:"name"`
+	ProjectID     resolvespec_common.SqlInt64     `bun:"project_id,type:bigint,nullzero," json:"project_id"`
+	Sha256        resolvespec_common.SqlString    `bun:"sha256,type:text,notnull," json:"sha256"`
+	SizeBytes     int64                           `bun:"size_bytes,type:bigint,notnull," json:"size_bytes"`
+	ThoughtID     resolvespec_common.SqlInt64     `bun:"thought_id,type:bigint,nullzero," json:"thought_id"`
+	UpdatedAt     resolvespec_common.SqlTimeStamp `bun:"updated_at,type:timestamptz,default:now(),notnull," json:"updated_at"`
+	RelProjectID  *ModelPublicProjects            `bun:"rel:has-one,join:project_id=id" json:"relprojectid,omitempty"` // Has one ModelPublicProjects
+	RelThoughtID  *ModelPublicThoughts            `bun:"rel:has-one,join:thought_id=id" json:"relthoughtid,omitempty"` // Has one ModelPublicThoughts
+}
+
+// TableName returns the table name for ModelPublicStoredFiles
+func (m ModelPublicStoredFiles) TableName() string {
+	return "public.stored_files"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicStoredFiles
+func (m ModelPublicStoredFiles) TableNameOnly() string {
+	return "stored_files"
+}
+
+// SchemaName returns the schema name for ModelPublicStoredFiles
+func (m ModelPublicStoredFiles) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicStoredFiles) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicStoredFiles) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicStoredFiles) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicStoredFiles) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicStoredFiles) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicStoredFiles) GetPrefix() string {
+	return "SFT"
+}
--- a/internal/generatedmodels/sql_public_thought_links.go
+++ b/internal/generatedmodels/sql_public_thought_links.go
@@ -0,0 +1,64 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicThoughtLinks struct {
+	bun.BaseModel `bun:"table:public.thought_links,alias:thought_links"`
+	ID            resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	CreatedAt     resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),nullzero," json:"created_at"`
+	FromID        int64                           `bun:"from_id,type:bigint,notnull," json:"from_id"`
+	Relation      resolvespec_common.SqlString    `bun:"relation,type:text,notnull," json:"relation"`
+	ToID          int64                           `bun:"to_id,type:bigint,notnull," json:"to_id"`
+	RelFromID     *ModelPublicThoughts            `bun:"rel:has-one,join:from_id=id" json:"relfromid,omitempty"` // Has one ModelPublicThoughts
+	RelToID       *ModelPublicThoughts            `bun:"rel:has-one,join:to_id=id" json:"reltoid,omitempty"`     // Has one ModelPublicThoughts
+}
+
+// TableName returns the table name for ModelPublicThoughtLinks
+func (m ModelPublicThoughtLinks) TableName() string {
+	return "public.thought_links"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicThoughtLinks
+func (m ModelPublicThoughtLinks) TableNameOnly() string {
+	return "thought_links"
+}
+
+// SchemaName returns the schema name for ModelPublicThoughtLinks
+func (m ModelPublicThoughtLinks) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicThoughtLinks) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicThoughtLinks) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicThoughtLinks) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicThoughtLinks) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicThoughtLinks) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicThoughtLinks) GetPrefix() string {
+	return "TLH"
+}
--- a/internal/generatedmodels/sql_public_thoughts.go
+++ b/internal/generatedmodels/sql_public_thoughts.go
@@ -0,0 +1,71 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicThoughts struct {
+	bun.BaseModel                      `bun:"table:public.thoughts,alias:thoughts"`
+	ID                                 resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	ArchivedAt                         resolvespec_common.SqlTimeStamp `bun:"archived_at,type:timestamptz,nullzero," json:"archived_at"`
+	Content                            resolvespec_common.SqlString    `bun:"content,type:text,notnull," json:"content"`
+	CreatedAt                          resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),nullzero," json:"created_at"`
+	GUID                               resolvespec_common.SqlUUID      `bun:"guid,type:uuid,default:gen_random_uuid(),notnull," json:"guid"`
+	Metadata                           resolvespec_common.SqlJSONB     `bun:"metadata,type:jsonb,default:'{}::jsonb',nullzero," json:"metadata"`
+	ProjectID                          resolvespec_common.SqlInt64     `bun:"project_id,type:bigint,nullzero," json:"project_id"`
+	UpdatedAt                          resolvespec_common.SqlTimeStamp `bun:"updated_at,type:timestamptz,default:now(),nullzero," json:"updated_at"`
+	RelProjectID                       *ModelPublicProjects            `bun:"rel:has-one,join:project_id=id" json:"relprojectid,omitempty"`                                // Has one ModelPublicProjects
+	RelFromIDPublicThoughtLinks        []*ModelPublicThoughtLinks      `bun:"rel:has-many,join:id=from_id" json:"relfromidpublicthoughtlinks,omitempty"`                   // Has many ModelPublicThoughtLinks
+	RelToIDPublicThoughtLinks          []*ModelPublicThoughtLinks      `bun:"rel:has-many,join:id=to_id" json:"reltoidpublicthoughtlinks,omitempty"`                       // Has many ModelPublicThoughtLinks
+	RelThoughtIDPublicEmbeddings       []*ModelPublicEmbeddings        `bun:"rel:has-many,join:id=thought_id" json:"relthoughtidpublicembeddings,omitempty"`               // Has many ModelPublicEmbeddings
+	RelThoughtIDPublicStoredFiles      []*ModelPublicStoredFiles       `bun:"rel:has-many,join:id=thought_id" json:"relthoughtidpublicstoredfiles,omitempty"`              // Has many ModelPublicStoredFiles
+	RelRelatedThoughtIDPublicLearnings []*ModelPublicLearnings         `bun:"rel:has-many,join:id=related_thought_id" json:"relrelatedthoughtidpubliclearnings,omitempty"` // Has many ModelPublicLearnings
+}
+
+// TableName returns the table name for ModelPublicThoughts
+func (m ModelPublicThoughts) TableName() string {
+	return "public.thoughts"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicThoughts
+func (m ModelPublicThoughts) TableNameOnly() string {
+	return "thoughts"
+}
+
+// SchemaName returns the schema name for ModelPublicThoughts
+func (m ModelPublicThoughts) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicThoughts) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicThoughts) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicThoughts) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicThoughts) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicThoughts) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicThoughts) GetPrefix() string {
+	return "THO"
+}
--- a/internal/generatedmodels/sql_public_tool_annotations.go
+++ b/internal/generatedmodels/sql_public_tool_annotations.go
@@ -0,0 +1,62 @@
+// Code generated by relspecgo. DO NOT EDIT.
+package generatedmodels
+
+import (
+	"fmt"
+	resolvespec_common "github.com/bitechdev/ResolveSpec/pkg/spectypes"
+	"github.com/uptrace/bun"
+)
+
+type ModelPublicToolAnnotations struct {
+	bun.BaseModel `bun:"table:public.tool_annotations,alias:tool_annotations"`
+	ID            resolvespec_common.SqlInt64     `bun:"id,type:bigserial,pk,autoincrement," json:"id"`
+	CreatedAt     resolvespec_common.SqlTimeStamp `bun:"created_at,type:timestamptz,default:now(),notnull," json:"created_at"`
+	Notes         resolvespec_common.SqlString    `bun:"notes,type:text,default:'',notnull," json:"notes"`
+	ToolName      resolvespec_common.SqlString    `bun:"tool_name,type:text,notnull," json:"tool_name"`
+	UpdatedAt     resolvespec_common.SqlTimeStamp `bun:"updated_at,type:timestamptz,default:now(),notnull," json:"updated_at"`
+}
+
+// TableName returns the table name for ModelPublicToolAnnotations
+func (m ModelPublicToolAnnotations) TableName() string {
+	return "public.tool_annotations"
+}
+
+// TableNameOnly returns the table name without schema for ModelPublicToolAnnotations
+func (m ModelPublicToolAnnotations) TableNameOnly() string {
+	return "tool_annotations"
+}
+
+// SchemaName returns the schema name for ModelPublicToolAnnotations
+func (m ModelPublicToolAnnotations) SchemaName() string {
+	return "public"
+}
+
+// GetID returns the primary key value
+func (m ModelPublicToolAnnotations) GetID() int64 {
+	return m.ID.Int64()
+}
+
+// GetIDStr returns the primary key as a string
+func (m ModelPublicToolAnnotations) GetIDStr() string {
+	return fmt.Sprintf("%v", m.ID)
+}
+
+// SetID sets the primary key value
+func (m ModelPublicToolAnnotations) SetID(newid int64) {
+	m.UpdateID(newid)
+}
+
+// UpdateID updates the primary key value
+func (m *ModelPublicToolAnnotations) UpdateID(newid int64) {
+	m.ID.FromString(fmt.Sprintf("%d", newid))
+}
+
+// GetIDName returns the name of the primary key column
+func (m ModelPublicToolAnnotations) GetIDName() string {
+	return "id"
+}
+
+// GetPrefix returns the table prefix
+func (m ModelPublicToolAnnotations) GetPrefix() string {
+	return "TAO"
+}
--- a/internal/mcpserver/server.go
+++ b/internal/mcpserver/server.go
@@ -36,11 +36,12 @@ type ToolSet struct {
 	Backfill      *tools.BackfillTool
 	Reparse       *tools.ReparseMetadataTool
 	RetryMetadata *tools.RetryEnrichmentTool
-	Maintenance   *tools.MaintenanceTool
+	//Maintenance   *tools.MaintenanceTool
 	Skills      *tools.SkillsTool
 	ChatHistory *tools.ChatHistoryTool
 	Describe    *tools.DescribeTool
 	Learnings   *tools.LearningsTool
+	Plans       *tools.PlansTool
 }

 // Handlers groups the HTTP handlers produced for an MCP server instance.
@@ -85,6 +86,7 @@ func NewHandlers(cfg config.MCPConfig, logger *slog.Logger, toolSet ToolSet, onS
 		registerThoughtTools,
 		registerProjectTools,
 		registerLearningTools,
+		registerPlanTools,
 		registerFileTools,
 		registerMaintenanceTools,
 		registerSkillTools,
@@ -273,6 +275,100 @@ func registerLearningTools(server *mcp.Server, logger *slog.Logger, toolSet Tool
 	return nil
 }

+func registerPlanTools(server *mcp.Server, logger *slog.Logger, toolSet ToolSet) error {
+	if err := addTool(server, logger, &mcp.Tool{
+		Name:        "create_plan",
+		Description: "Create a structured plan linked to a project.",
+	}, toolSet.Plans.Create); err != nil {
+		return err
+	}
+	if err := addTool(server, logger, &mcp.Tool{
+		Name:        "get_plan",
+		Description: "Retrieve a plan with its dependencies, related plans, skills, and guardrails.",
+	}, toolSet.Plans.Get); err != nil {
+		return err
+	}
+	if err := addTool(server, logger, &mcp.Tool{
+		Name:        "update_plan",
+		Description: "Update plan fields; only provided fields are changed.",
+	}, toolSet.Plans.Update); err != nil {
+		return err
+	}
+	if err := addTool(server, logger, &mcp.Tool{
+		Name:        "delete_plan",
+		Description: "Hard-delete a plan by id.",
+	}, toolSet.Plans.Delete); err != nil {
+		return err
+	}
+	if err := addTool(server, logger, &mcp.Tool{
+		Name:        "list_plans",
+		Description: "List plans with optional project, status, priority, owner, tag, and text filters.",
+	}, toolSet.Plans.List); err != nil {
+		return err
+	}
+	if err := addTool(server, logger, &mcp.Tool{
+		Name:        "add_plan_dependency",
+		Description: "Mark plan_id as depending on depends_on_plan_id (must complete first).",
+	}, toolSet.Plans.AddDependency); err != nil {
+		return err
+	}
+	if err := addTool(server, logger, &mcp.Tool{
+		Name:        "remove_plan_dependency",
+		Description: "Remove a dependency between two plans.",
+	}, toolSet.Plans.RemoveDependency); err != nil {
+		return err
+	}
+	if err := addTool(server, logger, &mcp.Tool{
+		Name:        "add_related_plan",
+		Description: "Link two plans as thematically related (bidirectional).",
+	}, toolSet.Plans.AddRelated); err != nil {
+		return err
+	}
+	if err := addTool(server, logger, &mcp.Tool{
+		Name:        "remove_related_plan",
+		Description: "Unlink two related plans.",
+	}, toolSet.Plans.RemoveRelated); err != nil {
+		return err
+	}
+	if err := addTool(server, logger, &mcp.Tool{
+		Name:        "add_plan_skill",
+		Description: "Link an agent skill to a plan.",
+	}, toolSet.Plans.AddSkill); err != nil {
+		return err
+	}
+	if err := addTool(server, logger, &mcp.Tool{
+		Name:        "remove_plan_skill",
+		Description: "Unlink an agent skill from a plan.",
+	}, toolSet.Plans.RemoveSkill); err != nil {
+		return err
+	}
+	if err := addTool(server, logger, &mcp.Tool{
+		Name:        "list_plan_skills",
+		Description: "List skills linked to a plan.",
+	}, toolSet.Plans.ListSkills); err != nil {
+		return err
+	}
+	if err := addTool(server, logger, &mcp.Tool{
+		Name:        "add_plan_guardrail",
+		Description: "Link an agent guardrail to a plan.",
+	}, toolSet.Plans.AddGuardrail); err != nil {
+		return err
+	}
+	if err := addTool(server, logger, &mcp.Tool{
+		Name:        "remove_plan_guardrail",
+		Description: "Unlink an agent guardrail from a plan.",
+	}, toolSet.Plans.RemoveGuardrail); err != nil {
+		return err
+	}
+	if err := addTool(server, logger, &mcp.Tool{
+		Name:        "list_plan_guardrails",
+		Description: "List guardrails linked to a plan.",
+	}, toolSet.Plans.ListGuardrails); err != nil {
+		return err
+	}
+	return nil
+}
+
 func registerFileTools(server *mcp.Server, logger *slog.Logger, toolSet ToolSet) error {
 	server.AddResourceTemplate(&mcp.ResourceTemplate{
 		Name:        "stored_file",
@@ -326,30 +422,30 @@ func registerMaintenanceTools(server *mcp.Server, logger *slog.Logger, toolSet T
 	}, toolSet.RetryMetadata.Handle); err != nil {
 		return err
 	}
-	if err := addTool(server, logger, &mcp.Tool{
-		Name:        "add_maintenance_task",
-		Description: "Create a recurring or one-time home maintenance task.",
-	}, toolSet.Maintenance.AddTask); err != nil {
-		return err
-	}
-	if err := addTool(server, logger, &mcp.Tool{
-		Name:        "log_maintenance",
-		Description: "Log completed maintenance; updates next due date.",
-	}, toolSet.Maintenance.LogWork); err != nil {
-		return err
-	}
-	if err := addTool(server, logger, &mcp.Tool{
-		Name:        "get_upcoming_maintenance",
-		Description: "List maintenance tasks due within the next N days.",
-	}, toolSet.Maintenance.GetUpcoming); err != nil {
-		return err
-	}
-	if err := addTool(server, logger, &mcp.Tool{
-		Name:        "search_maintenance_history",
-		Description: "Search the maintenance log by task name, category, or date range.",
-	}, toolSet.Maintenance.SearchHistory); err != nil {
-		return err
-	}
+	// if err := addTool(server, logger, &mcp.Tool{
+	// 	Name:        "add_maintenance_task",
+	// 	Description: "Create a recurring or one-time home maintenance task.",
+	// }, toolSet.Maintenance.AddTask); err != nil {
+	// 	return err
+	// }
+	// if err := addTool(server, logger, &mcp.Tool{
+	// 	Name:        "log_maintenance",
+	// 	Description: "Log completed maintenance; updates next due date.",
+	// }, toolSet.Maintenance.LogWork); err != nil {
+	// 	return err
+	// }
+	// if err := addTool(server, logger, &mcp.Tool{
+	// 	Name:        "get_upcoming_maintenance",
+	// 	Description: "List maintenance tasks due within the next N days.",
+	// }, toolSet.Maintenance.GetUpcoming); err != nil {
+	// 	return err
+	// }
+	// if err := addTool(server, logger, &mcp.Tool{
+	// 	Name:        "search_maintenance_history",
+	// 	Description: "Search the maintenance log by task name, category, or date range.",
+	// }, toolSet.Maintenance.SearchHistory); err != nil {
+	// 	return err
+	// }
 	return nil
 }

@@ -460,7 +556,7 @@ func registerChatHistoryTools(server *mcp.Server, logger *slog.Logger, toolSet T
 func registerDescribeTools(server *mcp.Server, logger *slog.Logger, toolSet ToolSet) error {
 	if err := addTool(server, logger, &mcp.Tool{
 		Name:        "describe_tools",
-		Description: "Call first each session. All tools with categories and usage notes. Categories: system, thoughts, projects, files, admin, maintenance, skills, chat, meta.",
+		Description: "Call first each session. All tools with categories and usage notes. Categories: system, thoughts, projects, files, admin, maintenance, skills, plans, chat, meta.",
 	}, toolSet.Describe.Describe); err != nil {
 		return err
 	}
@@ -506,6 +602,23 @@ func BuildToolCatalog() []tools.ToolEntry {
 		{Name: "get_learning", Description: "Retrieve a structured learning by id.", Category: "projects"},
 		{Name: "list_learnings", Description: "List structured learnings with optional project, category, area, status, priority, tag, and text filters.", Category: "projects"},

+		// plans
+		{Name: "create_plan", Description: "Create a structured plan with status, priority, owner, due date, and optional project link.", Category: "plans"},
+		{Name: "get_plan", Description: "Retrieve a full plan including dependencies (depends_on/blocks), related plans, linked skills, and guardrails.", Category: "plans"},
+		{Name: "update_plan", Description: "Partially update a plan; only provided fields are changed. Use mark_reviewed to stamp last_reviewed_at.", Category: "plans"},
+		{Name: "delete_plan", Description: "Hard-delete a plan by id.", Category: "plans"},
+		{Name: "list_plans", Description: "List plans with optional filters: project, status, priority, owner, tag, and full-text query.", Category: "plans"},
+		{Name: "add_plan_dependency", Description: "Declare that plan_id cannot proceed until depends_on_plan_id is complete.", Category: "plans"},
+		{Name: "remove_plan_dependency", Description: "Remove a directional dependency between two plans.", Category: "plans"},
+		{Name: "add_related_plan", Description: "Link two plans as thematically related (bidirectional, order-independent).", Category: "plans"},
+		{Name: "remove_related_plan", Description: "Unlink two related plans.", Category: "plans"},
+		{Name: "add_plan_skill", Description: "Link an agent skill to a plan so it is loaded with the plan's context.", Category: "plans"},
+		{Name: "remove_plan_skill", Description: "Unlink an agent skill from a plan.", Category: "plans"},
+		{Name: "list_plan_skills", Description: "List all skills linked to a plan.", Category: "plans"},
+		{Name: "add_plan_guardrail", Description: "Link an agent guardrail to a plan so it applies during plan execution.", Category: "plans"},
+		{Name: "remove_plan_guardrail", Description: "Unlink an agent guardrail from a plan.", Category: "plans"},
+		{Name: "list_plan_guardrails", Description: "List all guardrails linked to a plan.", Category: "plans"},
+
 		// files
 		{Name: "upload_file", Description: "Stage a file and get an amcs://files/{id} resource URI. Use content_path (absolute server-side path, no size limit) for large or binary files, or content_base64 (≤10 MB) for small files. Pass thought_id/project to link immediately, or omit and pass the URI to save_file later.", Category: "files"},
 		{Name: "save_file", Description: "Store a file and optionally link it to a thought. Use content_base64 (≤10 MB) for small files, or content_uri (amcs://files/{id} from a prior upload_file) for previously staged files. For files larger than 10 MB, use upload_file with content_path first. If the goal is to retain the artifact, store the file directly instead of reading or summarising it first.", Category: "files"},
@@ -544,7 +657,7 @@ func BuildToolCatalog() []tools.ToolEntry {
 		{Name: "delete_chat_history", Description: "Permanently delete a saved chat history by id.", Category: "chat"},

 		// meta
-		{Name: "describe_tools", Description: "Call this first in every session. Returns all available MCP tools with names, descriptions, categories, and your accumulated usage notes. Filter by category to narrow results. Available categories: system, thoughts, projects, files, admin, household, maintenance, calendar, meals, crm, skills, chat, meta.", Category: "meta"},
+		{Name: "describe_tools", Description: "Call this first in every session. Returns all available MCP tools with names, descriptions, categories, and your accumulated usage notes. Filter by category to narrow results. Available categories: system, thoughts, projects, files, admin, household, maintenance, calendar, meals, crm, skills, plans, chat, meta.", Category: "meta"},
 		{Name: "annotate_tool", Description: "Persist usage notes, gotchas, or workflow patterns for a specific tool. Notes survive across sessions and are returned by describe_tools. Call this whenever you discover something non-obvious about a tool's behaviour. Pass an empty string to clear notes.", Category: "meta"},
 	}
 }
--- a/internal/mcpserver/streamable_integration_test.go
+++ b/internal/mcpserver/streamable_integration_test.go
@@ -105,6 +105,86 @@ func TestStreamableHTTPReturnsStructuredToolErrors(t *testing.T) {
 			t.Fatalf("build_date = %#v, want %q", got["build_date"], "2026-03-31T00:00:00Z")
 		}
 	})
+
+	t.Run("add_learning_requires_summary", func(t *testing.T) {
+		_, err := cs.CallTool(context.Background(), &mcp.CallToolParams{
+			Name:      "add_learning",
+			Arguments: map[string]any{},
+		})
+		if err == nil {
+			t.Fatal("CallTool(add_learning) error = nil, want error")
+		}
+
+		rpcErr, data := requireWireError(t, err)
+		if rpcErr.Code != jsonrpc.CodeInvalidParams {
+			t.Fatalf("add_learning code = %d, want %d", rpcErr.Code, jsonrpc.CodeInvalidParams)
+		}
+		if data.Type != mcperrors.TypeInvalidArguments {
+			t.Fatalf("add_learning data.type = %q, want %q", data.Type, mcperrors.TypeInvalidArguments)
+		}
+		if data.Field != "summary" {
+			t.Fatalf("add_learning data.field = %q, want %q", data.Field, "summary")
+		}
+	})
+
+	t.Run("get_learning_requires_id", func(t *testing.T) {
+		_, err := cs.CallTool(context.Background(), &mcp.CallToolParams{
+			Name:      "get_learning",
+			Arguments: map[string]any{},
+		})
+		if err == nil {
+			t.Fatal("CallTool(get_learning) error = nil, want error")
+		}
+
+		rpcErr, data := requireWireError(t, err)
+		if rpcErr.Code != jsonrpc.CodeInvalidParams {
+			t.Fatalf("get_learning code = %d, want %d", rpcErr.Code, jsonrpc.CodeInvalidParams)
+		}
+		if data.Type != mcperrors.TypeInvalidArguments {
+			t.Fatalf("get_learning data.type = %q, want %q", data.Type, mcperrors.TypeInvalidArguments)
+		}
+		if data.Field != "id" {
+			t.Fatalf("get_learning data.field = %q, want %q", data.Field, "id")
+		}
+	})
+
+	t.Run("add_learning_unconfigured_returns_structured_error", func(t *testing.T) {
+		_, err := cs.CallTool(context.Background(), &mcp.CallToolParams{
+			Name: "add_learning",
+			Arguments: map[string]any{
+				"summary": "Learning with configured check",
+			},
+		})
+		if err == nil {
+			t.Fatal("CallTool(add_learning) error = nil, want error")
+		}
+
+		rpcErr, data := requireWireError(t, err)
+		if rpcErr.Code != jsonrpc.CodeInvalidParams {
+			t.Fatalf("add_learning code = %d, want %d", rpcErr.Code, jsonrpc.CodeInvalidParams)
+		}
+		if data.Type != mcperrors.TypeInvalidInput {
+			t.Fatalf("add_learning data.type = %q, want %q", data.Type, mcperrors.TypeInvalidInput)
+		}
+	})
+
+	t.Run("list_learnings_unconfigured_returns_structured_error", func(t *testing.T) {
+		_, err := cs.CallTool(context.Background(), &mcp.CallToolParams{
+			Name:      "list_learnings",
+			Arguments: map[string]any{},
+		})
+		if err == nil {
+			t.Fatal("CallTool(list_learnings) error = nil, want error")
+		}
+
+		rpcErr, data := requireWireError(t, err)
+		if rpcErr.Code != jsonrpc.CodeInvalidParams {
+			t.Fatalf("list_learnings code = %d, want %d", rpcErr.Code, jsonrpc.CodeInvalidParams)
+		}
+		if data.Type != mcperrors.TypeInvalidInput {
+			t.Fatalf("list_learnings data.type = %q, want %q", data.Type, mcperrors.TypeInvalidInput)
+		}
+	})
 }

 func streamableTestToolSet() ToolSet {
@@ -127,7 +207,7 @@ func streamableTestToolSet() ToolSet {
 		Backfill:      new(tools.BackfillTool),
 		Reparse:       new(tools.ReparseMetadataTool),
 		RetryMetadata: new(tools.RetryEnrichmentTool),
-		Maintenance:   new(tools.MaintenanceTool),
+		//Maintenance:   new(tools.MaintenanceTool),
 		Skills: new(tools.SkillsTool),
 	}
 }
--- a/internal/observability/http.go
+++ b/internal/observability/http.go
@@ -106,6 +106,11 @@ func RequestIDFromContext(ctx context.Context) string {
 	return value
 }

+func MCPToolFromContext(ctx context.Context) string {
+	value, _ := ctx.Value(mcpToolContextKey).(string)
+	return strings.TrimSpace(value)
+}
+
 type statusRecorder struct {
 	http.ResponseWriter
 	status int
--- a/internal/store/calendar.go
+++ b/internal/store/calendar.go
@@ -1,210 +1,206 @@
 package store

-import (
-	"context"
-	"fmt"
-	"strings"
-	"time"
+// import (
+// 	"context"
+// 	"fmt"
+// 	"strings"
+// 	"time"

-	"github.com/google/uuid"
+// 	"github.com/google/uuid"

-	ext "git.warky.dev/wdevs/amcs/internal/types"
-)
+// 	"git.warky.dev/wdevs/amcs/internal/generatedmodels"
+// 	ext "git.warky.dev/wdevs/amcs/internal/types"
+// )

-func (db *DB) AddFamilyMember(ctx context.Context, m ext.FamilyMember) (ext.FamilyMember, error) {
-	row := db.pool.QueryRow(ctx, `
-		insert into family_members (name, relationship, birth_date, notes)
-		values ($1, $2, $3, $4)
-		returning id, created_at
-	`, m.Name, nullStr(m.Relationship), m.BirthDate, nullStr(m.Notes))
+// func (db *DB) AddFamilyMember(ctx context.Context, m ext.FamilyMember) (ext.FamilyMember, error) {
+// 	row := db.pool.QueryRow(ctx, `
+// 		insert into family_members (name, relationship, birth_date, notes)
+// 		values ($1, $2, $3, $4)
+// 		returning id, created_at
+// 	`, m.Name, nullStr(m.Relationship), m.BirthDate, nullStr(m.Notes))

-	created := m
-	if err := row.Scan(&created.ID, &created.CreatedAt); err != nil {
-		return ext.FamilyMember{}, fmt.Errorf("insert family member: %w", err)
-	}
-	return created, nil
-}
+// 	created := m
+// 	var model generatedmodels.ModelPublicFamilyMembers
+// 	if err := row.Scan(&model.ID, &model.CreatedAt); err != nil {
+// 		return ext.FamilyMember{}, fmt.Errorf("insert family member: %w", err)
+// 	}
+// 	created.ID = model.ID.UUID()
+// 	created.CreatedAt = model.CreatedAt.Time()
+// 	return created, nil
+// }

-func (db *DB) ListFamilyMembers(ctx context.Context) ([]ext.FamilyMember, error) {
-	rows, err := db.pool.Query(ctx, `select id, name, relationship, birth_date, notes, created_at from family_members order by name`)
-	if err != nil {
-		return nil, fmt.Errorf("list family members: %w", err)
-	}
-	defer rows.Close()
+// func (db *DB) ListFamilyMembers(ctx context.Context) ([]ext.FamilyMember, error) {
+// 	rows, err := db.pool.Query(ctx, `select id, name, relationship, birth_date, notes, created_at from family_members order by name`)
+// 	if err != nil {
+// 		return nil, fmt.Errorf("list family members: %w", err)
+// 	}
+// 	defer rows.Close()

-	var members []ext.FamilyMember
-	for rows.Next() {
-		var m ext.FamilyMember
-		var relationship, notes *string
-		if err := rows.Scan(&m.ID, &m.Name, &relationship, &m.BirthDate, &notes, &m.CreatedAt); err != nil {
-			return nil, fmt.Errorf("scan family member: %w", err)
-		}
-		m.Relationship = strVal(relationship)
-		m.Notes = strVal(notes)
-		members = append(members, m)
-	}
-	return members, rows.Err()
-}
+// 	var members []ext.FamilyMember
+// 	for rows.Next() {
+// 		var model generatedmodels.ModelPublicFamilyMembers
+// 		if err := rows.Scan(&model.ID, &model.Name, &model.Relationship, &model.BirthDate, &model.Notes, &model.CreatedAt); err != nil {
+// 			return nil, fmt.Errorf("scan family member: %w", err)
+// 		}
+// 		members = append(members, familyMemberFromModel(model))
+// 	}
+// 	return members, rows.Err()
+// }

-func (db *DB) AddActivity(ctx context.Context, a ext.Activity) (ext.Activity, error) {
-	row := db.pool.QueryRow(ctx, `
-		insert into activities (family_member_id, title, activity_type, day_of_week, start_time, end_time, start_date, end_date, location, notes)
-		values ($1, $2, $3, $4, $5::time, $6::time, $7, $8, $9, $10)
-		returning id, created_at
-	`, a.FamilyMemberID, a.Title, nullStr(a.ActivityType), nullStr(a.DayOfWeek),
-		nullStr(a.StartTime), nullStr(a.EndTime), a.StartDate, a.EndDate,
-		nullStr(a.Location), nullStr(a.Notes))
+// func (db *DB) AddActivity(ctx context.Context, a ext.Activity) (ext.Activity, error) {
+// 	row := db.pool.QueryRow(ctx, `
+// 		insert into activities (family_member_id, title, activity_type, day_of_week, start_time, end_time, start_date, end_date, location, notes)
+// 		values ($1, $2, $3, $4, $5::time, $6::time, $7, $8, $9, $10)
+// 		returning id, created_at
+// 	`, a.FamilyMemberID, a.Title, nullStr(a.ActivityType), nullStr(a.DayOfWeek),
+// 		nullStr(a.StartTime), nullStr(a.EndTime), a.StartDate, a.EndDate,
+// 		nullStr(a.Location), nullStr(a.Notes))

-	created := a
-	if err := row.Scan(&created.ID, &created.CreatedAt); err != nil {
-		return ext.Activity{}, fmt.Errorf("insert activity: %w", err)
-	}
-	return created, nil
-}
+// 	created := a
+// 	var model generatedmodels.ModelPublicActivities
+// 	if err := row.Scan(&model.ID, &model.CreatedAt); err != nil {
+// 		return ext.Activity{}, fmt.Errorf("insert activity: %w", err)
+// 	}
+// 	created.ID = model.ID.UUID()
+// 	created.CreatedAt = model.CreatedAt.Time()
+// 	return created, nil
+// }

-func (db *DB) GetWeekSchedule(ctx context.Context, weekStart time.Time) ([]ext.Activity, error) {
-	weekEnd := weekStart.AddDate(0, 0, 7)
+// func (db *DB) GetWeekSchedule(ctx context.Context, weekStart time.Time) ([]ext.Activity, error) {
+// 	weekEnd := weekStart.AddDate(0, 0, 7)

-	rows, err := db.pool.Query(ctx, `
-		select a.id, a.family_member_id, fm.name, a.title, a.activity_type,
-		       a.day_of_week, a.start_time::text, a.end_time::text,
-		       a.start_date, a.end_date, a.location, a.notes, a.created_at
-		from activities a
-		left join family_members fm on fm.id = a.family_member_id
-		where (a.start_date >= $1 and a.start_date < $2)
-		   or (a.day_of_week is not null and (a.end_date is null or a.end_date >= $1))
-		order by a.start_date, a.start_time
-	`, weekStart, weekEnd)
-	if err != nil {
-		return nil, fmt.Errorf("get week schedule: %w", err)
-	}
-	defer rows.Close()
+// 	rows, err := db.pool.Query(ctx, `
+// 		select a.id, a.family_member_id, fm.name, a.title, a.activity_type,
+// 		       a.day_of_week, a.start_time::text, a.end_time::text,
+// 		       a.start_date, a.end_date, a.location, a.notes, a.created_at
+// 		from activities a
+// 		left join family_members fm on fm.id = a.family_member_id
+// 		where (a.start_date >= $1 and a.start_date < $2)
+// 		   or (a.day_of_week is not null and (a.end_date is null or a.end_date >= $1))
+// 		order by a.start_date, a.start_time
+// 	`, weekStart, weekEnd)
+// 	if err != nil {
+// 		return nil, fmt.Errorf("get week schedule: %w", err)
+// 	}
+// 	defer rows.Close()

-	return scanActivities(rows)
-}
+// 	return scanActivities(rows)
+// }

-func (db *DB) SearchActivities(ctx context.Context, query, activityType string, memberID *uuid.UUID) ([]ext.Activity, error) {
-	args := []any{}
-	conditions := []string{}
+// func (db *DB) SearchActivities(ctx context.Context, query, activityType string, memberID *uuid.UUID) ([]ext.Activity, error) {
+// 	args := []any{}
+// 	conditions := []string{}

-	if q := strings.TrimSpace(query); q != "" {
-		args = append(args, "%"+q+"%")
-		conditions = append(conditions, fmt.Sprintf("(a.title ILIKE $%d OR a.notes ILIKE $%d)", len(args), len(args)))
-	}
-	if t := strings.TrimSpace(activityType); t != "" {
-		args = append(args, t)
-		conditions = append(conditions, fmt.Sprintf("a.activity_type = $%d", len(args)))
-	}
-	if memberID != nil {
-		args = append(args, *memberID)
-		conditions = append(conditions, fmt.Sprintf("a.family_member_id = $%d", len(args)))
-	}
+// 	if q := strings.TrimSpace(query); q != "" {
+// 		args = append(args, "%"+q+"%")
+// 		conditions = append(conditions, fmt.Sprintf("(a.title ILIKE $%d OR a.notes ILIKE $%d)", len(args), len(args)))
+// 	}
+// 	if t := strings.TrimSpace(activityType); t != "" {
+// 		args = append(args, t)
+// 		conditions = append(conditions, fmt.Sprintf("a.activity_type = $%d", len(args)))
+// 	}
+// 	if memberID != nil {
+// 		args = append(args, *memberID)
+// 		conditions = append(conditions, fmt.Sprintf("a.family_member_id = $%d", len(args)))
+// 	}

-	q := `
-		select a.id, a.family_member_id, fm.name, a.title, a.activity_type,
-		       a.day_of_week, a.start_time::text, a.end_time::text,
-		       a.start_date, a.end_date, a.location, a.notes, a.created_at
-		from activities a
-		left join family_members fm on fm.id = a.family_member_id
-	`
-	if len(conditions) > 0 {
-		q += " where " + strings.Join(conditions, " and ")
-	}
-	q += " order by a.start_date, a.start_time"
+// 	q := `
+// 		select a.id, a.family_member_id, fm.name, a.title, a.activity_type,
+// 		       a.day_of_week, a.start_time::text, a.end_time::text,
+// 		       a.start_date, a.end_date, a.location, a.notes, a.created_at
+// 		from activities a
+// 		left join family_members fm on fm.id = a.family_member_id
+// 	`
+// 	if len(conditions) > 0 {
+// 		q += " where " + strings.Join(conditions, " and ")
+// 	}
+// 	q += " order by a.start_date, a.start_time"

-	rows, err := db.pool.Query(ctx, q, args...)
-	if err != nil {
-		return nil, fmt.Errorf("search activities: %w", err)
-	}
-	defer rows.Close()
+// 	rows, err := db.pool.Query(ctx, q, args...)
+// 	if err != nil {
+// 		return nil, fmt.Errorf("search activities: %w", err)
+// 	}
+// 	defer rows.Close()

-	return scanActivities(rows)
-}
+// 	return scanActivities(rows)
+// }

-func (db *DB) AddImportantDate(ctx context.Context, d ext.ImportantDate) (ext.ImportantDate, error) {
-	row := db.pool.QueryRow(ctx, `
-		insert into important_dates (family_member_id, title, date_value, recurring_yearly, reminder_days_before, notes)
-		values ($1, $2, $3, $4, $5, $6)
-		returning id, created_at
-	`, d.FamilyMemberID, d.Title, d.DateValue, d.RecurringYearly, d.ReminderDaysBefore, nullStr(d.Notes))
+// func (db *DB) AddImportantDate(ctx context.Context, d ext.ImportantDate) (ext.ImportantDate, error) {
+// 	row := db.pool.QueryRow(ctx, `
+// 		insert into important_dates (family_member_id, title, date_value, recurring_yearly, reminder_days_before, notes)
+// 		values ($1, $2, $3, $4, $5, $6)
+// 		returning id, created_at
+// 	`, d.FamilyMemberID, d.Title, d.DateValue, d.RecurringYearly, d.ReminderDaysBefore, nullStr(d.Notes))

-	created := d
-	if err := row.Scan(&created.ID, &created.CreatedAt); err != nil {
-		return ext.ImportantDate{}, fmt.Errorf("insert important date: %w", err)
-	}
-	return created, nil
-}
+// 	created := d
+// 	var model generatedmodels.ModelPublicImportantDates
+// 	if err := row.Scan(&model.ID, &model.CreatedAt); err != nil {
+// 		return ext.ImportantDate{}, fmt.Errorf("insert important date: %w", err)
+// 	}
+// 	created.ID = model.ID.UUID()
+// 	created.CreatedAt = model.CreatedAt.Time()
+// 	return created, nil
+// }

-func (db *DB) GetUpcomingDates(ctx context.Context, daysAhead int) ([]ext.ImportantDate, error) {
-	if daysAhead <= 0 {
-		daysAhead = 30
-	}
-	now := time.Now()
-	cutoff := now.AddDate(0, 0, daysAhead)
+// func (db *DB) GetUpcomingDates(ctx context.Context, daysAhead int) ([]ext.ImportantDate, error) {
+// 	if daysAhead <= 0 {
+// 		daysAhead = 30
+// 	}
+// 	now := time.Now()
+// 	cutoff := now.AddDate(0, 0, daysAhead)

-	// For yearly recurring events, check if this year's occurrence falls in range
-	rows, err := db.pool.Query(ctx, `
-		select d.id, d.family_member_id, fm.name, d.title, d.date_value,
-		       d.recurring_yearly, d.reminder_days_before, d.notes, d.created_at
-		from important_dates d
-		left join family_members fm on fm.id = d.family_member_id
-		where (
-			(d.recurring_yearly = false and d.date_value between $1 and $2)
-			or
-			(d.recurring_yearly = true and
-			 make_date(extract(year from now())::int, extract(month from d.date_value)::int, extract(day from d.date_value)::int)
-			 between $1 and $2)
-		)
-		order by d.date_value
-	`, now, cutoff)
-	if err != nil {
-		return nil, fmt.Errorf("get upcoming dates: %w", err)
-	}
-	defer rows.Close()
+// 	// For yearly recurring events, check if this year's occurrence falls in range
+// 	rows, err := db.pool.Query(ctx, `
+// 		select d.id, d.family_member_id, fm.name, d.title, d.date_value,
+// 		       d.recurring_yearly, d.reminder_days_before, d.notes, d.created_at
+// 		from important_dates d
+// 		left join family_members fm on fm.id = d.family_member_id
+// 		where (
+// 			(d.recurring_yearly = false and d.date_value between $1 and $2)
+// 			or
+// 			(d.recurring_yearly = true and
+// 			 make_date(extract(year from now())::int, extract(month from d.date_value)::int, extract(day from d.date_value)::int)
+// 			 between $1 and $2)
+// 		)
+// 		order by d.date_value
+// 	`, now, cutoff)
+// 	if err != nil {
+// 		return nil, fmt.Errorf("get upcoming dates: %w", err)
+// 	}
+// 	defer rows.Close()

-	var dates []ext.ImportantDate
-	for rows.Next() {
-		var d ext.ImportantDate
-		var memberID *uuid.UUID
-		var memberName, notes *string
-		if err := rows.Scan(&d.ID, &memberID, &memberName, &d.Title, &d.DateValue,
-			&d.RecurringYearly, &d.ReminderDaysBefore, &notes, &d.CreatedAt); err != nil {
-			return nil, fmt.Errorf("scan important date: %w", err)
-		}
-		d.FamilyMemberID = memberID
-		d.MemberName = strVal(memberName)
-		d.Notes = strVal(notes)
-		dates = append(dates, d)
-	}
-	return dates, rows.Err()
-}
+// 	var dates []ext.ImportantDate
+// 	for rows.Next() {
+// 		var model generatedmodels.ModelPublicImportantDates
+// 		var memberName *string
+// 		if err := rows.Scan(&model.ID, &model.FamilyMemberID, &memberName, &model.Title, &model.DateValue,
+// 			&model.RecurringYearly, &model.ReminderDaysBefore, &model.Notes, &model.CreatedAt); err != nil {
+// 			return nil, fmt.Errorf("scan important date: %w", err)
+// 		}
+// 		dates = append(dates, importantDateFromModel(model, strVal(memberName)))
+// 	}
+// 	return dates, rows.Err()
+// }

-func scanActivities(rows interface {
-	Next() bool
-	Scan(...any) error
-	Err() error
-	Close()
-}) ([]ext.Activity, error) {
-	defer rows.Close()
-	var activities []ext.Activity
-	for rows.Next() {
-		var a ext.Activity
-		var memberName, activityType, dayOfWeek, startTime, endTime, location, notes *string
-		if err := rows.Scan(
-			&a.ID, &a.FamilyMemberID, &memberName, &a.Title, &activityType,
-			&dayOfWeek, &startTime, &endTime,
-			&a.StartDate, &a.EndDate, &location, &notes, &a.CreatedAt,
-		); err != nil {
-			return nil, fmt.Errorf("scan activity: %w", err)
-		}
-		a.MemberName = strVal(memberName)
-		a.ActivityType = strVal(activityType)
-		a.DayOfWeek = strVal(dayOfWeek)
-		a.StartTime = strVal(startTime)
-		a.EndTime = strVal(endTime)
-		a.Location = strVal(location)
-		a.Notes = strVal(notes)
-		activities = append(activities, a)
-	}
-	return activities, rows.Err()
-}
+// func scanActivities(rows interface {
+// 	Next() bool
+// 	Scan(...any) error
+// 	Err() error
+// 	Close()
+// }) ([]ext.Activity, error) {
+// 	defer rows.Close()
+// 	var activities []ext.Activity
+// 	for rows.Next() {
+// 		var model generatedmodels.ModelPublicActivities
+// 		var memberName *string
+// 		if err := rows.Scan(
+// 			&model.ID, &model.FamilyMemberID, &memberName, &model.Title, &model.ActivityType,
+// 			&model.DayOfWeek, &model.StartTime, &model.EndTime,
+// 			&model.StartDate, &model.EndDate, &model.Location, &model.Notes, &model.CreatedAt,
+// 		); err != nil {
+// 			return nil, fmt.Errorf("scan activity: %w", err)
+// 		}
+// 		activities = append(activities, activityFromModel(model, strVal(memberName)))
+// 	}
+// 	return activities, rows.Err()
+// }
--- a/internal/store/chat_histories.go
+++ b/internal/store/chat_histories.go
@@ -7,9 +7,9 @@ import (
 	"strings"
 	"time"

-	"github.com/google/uuid"
 	"github.com/jackc/pgx/v5"

+	"git.warky.dev/wdevs/amcs/internal/generatedmodels"
 	ext "git.warky.dev/wdevs/amcs/internal/types"
 )

@@ -27,20 +27,25 @@ func (db *DB) SaveChatHistory(ctx context.Context, h ext.ChatHistory) (ext.ChatH
 		insert into chat_histories
 			(session_id, title, channel, agent_id, project_id, messages, summary, metadata)
 		values ($1, $2, $3, $4, $5, $6, $7, $8)
-		returning id, created_at, updated_at
+		returning id, guid, created_at, updated_at
 	`,
 		h.SessionID, nullStr(h.Title), nullStr(h.Channel), nullStr(h.AgentID),
 		h.ProjectID, messages, nullStr(h.Summary), meta,
 	)

 	created := h
-	if err := row.Scan(&created.ID, &created.CreatedAt, &created.UpdatedAt); err != nil {
+	var model generatedmodels.ModelPublicChatHistories
+	if err := row.Scan(&model.ID, &model.GUID, &model.CreatedAt, &model.UpdatedAt); err != nil {
 		return ext.ChatHistory{}, fmt.Errorf("insert chat history: %w", err)
 	}
+	created.ID = model.ID.Int64()
+	created.GUID = model.GUID.UUID()
+	created.CreatedAt = model.CreatedAt.Time()
+	created.UpdatedAt = model.UpdatedAt.Time()
 	return created, nil
 }

-func (db *DB) GetChatHistory(ctx context.Context, id uuid.UUID) (ext.ChatHistory, bool, error) {
+func (db *DB) GetChatHistory(ctx context.Context, id int64) (ext.ChatHistory, bool, error) {
 	row := db.pool.QueryRow(ctx, `
 		select id, session_id, title, channel, agent_id, project_id,
 		       messages, summary, metadata, created_at, updated_at
@@ -76,7 +81,7 @@ func (db *DB) GetChatHistoryBySessionID(ctx context.Context, sessionID string) (
 }

 type ListChatHistoriesFilter struct {
-	ProjectID *uuid.UUID
+	ProjectID *int64
 	Channel   string
 	AgentID   string
 	SessionID string
@@ -144,7 +149,7 @@ func (db *DB) ListChatHistories(ctx context.Context, f ListChatHistoriesFilter)
 	return result, rows.Err()
 }

-func (db *DB) DeleteChatHistory(ctx context.Context, id uuid.UUID) (bool, error) {
+func (db *DB) DeleteChatHistory(ctx context.Context, id int64) (bool, error) {
 	tag, err := db.pool.Exec(ctx, `delete from chat_histories where id = $1`, id)
 	if err != nil {
 		return false, fmt.Errorf("delete chat history: %w", err)
@@ -157,26 +162,34 @@ type rowScanner interface {
 }

 func scanChatHistory(row rowScanner) (ext.ChatHistory, error) {
-	var h ext.ChatHistory
-	var title, channel, agentID, summary *string
-	var messagesJSON, metaJSON []byte
-
+	var model generatedmodels.ModelPublicChatHistories
 	if err := row.Scan(
-		&h.ID, &h.SessionID, &title, &channel, &agentID, &h.ProjectID,
-		&messagesJSON, &summary, &metaJSON, &h.CreatedAt, &h.UpdatedAt,
+		&model.ID, &model.SessionID, &model.Title, &model.Channel, &model.AgentID, &model.ProjectID,
+		&model.Messages, &model.Summary, &model.Metadata, &model.CreatedAt, &model.UpdatedAt,
 	); err != nil {
 		return ext.ChatHistory{}, err
 	}

-	h.Title = strVal(title)
-	h.Channel = strVal(channel)
-	h.AgentID = strVal(agentID)
-	h.Summary = strVal(summary)
+	h := ext.ChatHistory{
+		ID:        model.ID.Int64(),
+		GUID:      model.GUID.UUID(),
+		SessionID: model.SessionID.String(),
+		Title:     model.Title.String(),
+		Channel:   model.Channel.String(),
+		AgentID:   model.AgentID.String(),
+		Summary:   model.Summary.String(),
+		CreatedAt: model.CreatedAt.Time(),
+		UpdatedAt: model.UpdatedAt.Time(),
+	}
+	if model.ProjectID.Valid {
+		id := model.ProjectID.Int64()
+		h.ProjectID = &id
+	}

-	if err := json.Unmarshal(messagesJSON, &h.Messages); err != nil {
+	if err := json.Unmarshal(model.Messages, &h.Messages); err != nil {
 		return ext.ChatHistory{}, fmt.Errorf("unmarshal messages: %w", err)
 	}
-	if err := json.Unmarshal(metaJSON, &h.Metadata); err != nil {
+	if err := json.Unmarshal(model.Metadata, &h.Metadata); err != nil {
 		return ext.ChatHistory{}, fmt.Errorf("unmarshal metadata: %w", err)
 	}
 	if h.Messages == nil {
--- a/internal/store/crm.go
+++ b/internal/store/crm.go
@@ -1,247 +1,235 @@
 package store

-import (
-	"context"
-	"fmt"
-	"strings"
-	"time"
+// import (
+// 	"context"
+// 	"fmt"
+// 	"strings"
+// 	"time"

-	"github.com/google/uuid"
+// 	"github.com/google/uuid"

-	ext "git.warky.dev/wdevs/amcs/internal/types"
-)
+// 	"git.warky.dev/wdevs/amcs/internal/generatedmodels"
+// 	ext "git.warky.dev/wdevs/amcs/internal/types"
+// )

-func (db *DB) AddProfessionalContact(ctx context.Context, c ext.ProfessionalContact) (ext.ProfessionalContact, error) {
-	if c.Tags == nil {
-		c.Tags = []string{}
-	}
+// func (db *DB) AddProfessionalContact(ctx context.Context, c ext.ProfessionalContact) (ext.ProfessionalContact, error) {
+// 	if c.Tags == nil {
+// 		c.Tags = []string{}
+// 	}

-	row := db.pool.QueryRow(ctx, `
-		insert into professional_contacts (name, company, title, email, phone, linkedin_url, how_we_met, tags, notes, follow_up_date)
-		values ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)
-		returning id, created_at, updated_at
-	`, c.Name, nullStr(c.Company), nullStr(c.Title), nullStr(c.Email), nullStr(c.Phone),
-		nullStr(c.LinkedInURL), nullStr(c.HowWeMet), c.Tags, nullStr(c.Notes), c.FollowUpDate)
+// 	row := db.pool.QueryRow(ctx, `
+// 		insert into professional_contacts (name, company, title, email, phone, linkedin_url, how_we_met, tags, notes, follow_up_date)
+// 		values ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)
+// 		returning id, created_at, updated_at
+// 	`, c.Name, nullStr(c.Company), nullStr(c.Title), nullStr(c.Email), nullStr(c.Phone),
+// 		nullStr(c.LinkedInURL), nullStr(c.HowWeMet), c.Tags, nullStr(c.Notes), c.FollowUpDate)

-	created := c
-	if err := row.Scan(&created.ID, &created.CreatedAt, &created.UpdatedAt); err != nil {
-		return ext.ProfessionalContact{}, fmt.Errorf("insert contact: %w", err)
-	}
-	return created, nil
-}
+// 	created := c
+// 	var model generatedmodels.ModelPublicProfessionalContacts
+// 	if err := row.Scan(&model.ID, &model.CreatedAt, &model.UpdatedAt); err != nil {
+// 		return ext.ProfessionalContact{}, fmt.Errorf("insert contact: %w", err)
+// 	}
+// 	created.ID = model.ID.UUID()
+// 	created.CreatedAt = model.CreatedAt.Time()
+// 	created.UpdatedAt = model.UpdatedAt.Time()
+// 	return created, nil
+// }

-func (db *DB) SearchContacts(ctx context.Context, query string, tags []string) ([]ext.ProfessionalContact, error) {
-	args := []any{}
-	conditions := []string{}
+// func (db *DB) SearchContacts(ctx context.Context, query string, tags []string) ([]ext.ProfessionalContact, error) {
+// 	args := []any{}
+// 	conditions := []string{}

-	if q := strings.TrimSpace(query); q != "" {
-		args = append(args, "%"+q+"%")
-		idx := len(args)
-		conditions = append(conditions, fmt.Sprintf(
-			"(name ILIKE $%[1]d OR company ILIKE $%[1]d OR title ILIKE $%[1]d OR notes ILIKE $%[1]d)", idx))
-	}
-	if len(tags) > 0 {
-		args = append(args, tags)
-		conditions = append(conditions, fmt.Sprintf("tags @> $%d", len(args)))
-	}
+// 	if q := strings.TrimSpace(query); q != "" {
+// 		args = append(args, "%"+q+"%")
+// 		idx := len(args)
+// 		conditions = append(conditions, fmt.Sprintf(
+// 			"(name ILIKE $%[1]d OR company ILIKE $%[1]d OR title ILIKE $%[1]d OR notes ILIKE $%[1]d)", idx))
+// 	}
+// 	if len(tags) > 0 {
+// 		args = append(args, tags)
+// 		conditions = append(conditions, fmt.Sprintf("tags @> $%d", len(args)))
+// 	}

-	q := `select id, name, company, title, email, phone, linkedin_url, how_we_met, tags, notes, last_contacted, follow_up_date, created_at, updated_at from professional_contacts`
-	if len(conditions) > 0 {
-		q += " where " + strings.Join(conditions, " and ")
-	}
-	q += " order by name"
+// 	q := `select id, name, company, title, email, phone, linkedin_url, how_we_met, tags::text[], notes, last_contacted, follow_up_date, created_at, updated_at from professional_contacts`
+// 	if len(conditions) > 0 {
+// 		q += " where " + strings.Join(conditions, " and ")
+// 	}
+// 	q += " order by name"

-	rows, err := db.pool.Query(ctx, q, args...)
-	if err != nil {
-		return nil, fmt.Errorf("search contacts: %w", err)
-	}
-	defer rows.Close()
+// 	rows, err := db.pool.Query(ctx, q, args...)
+// 	if err != nil {
+// 		return nil, fmt.Errorf("search contacts: %w", err)
+// 	}
+// 	defer rows.Close()

-	return scanContacts(rows)
-}
+// 	return scanContacts(rows)
+// }

-func (db *DB) GetContact(ctx context.Context, id uuid.UUID) (ext.ProfessionalContact, error) {
-	row := db.pool.QueryRow(ctx, `
-		select id, name, company, title, email, phone, linkedin_url, how_we_met, tags, notes, last_contacted, follow_up_date, created_at, updated_at
-		from professional_contacts where id = $1
-	`, id)
+// func (db *DB) GetContact(ctx context.Context, id uuid.UUID) (ext.ProfessionalContact, error) {
+// 	row := db.pool.QueryRow(ctx, `
+// 		select id, name, company, title, email, phone, linkedin_url, how_we_met, tags::text[], notes, last_contacted, follow_up_date, created_at, updated_at
+// 		from professional_contacts where id = $1
+// 	`, id)

-	var c ext.ProfessionalContact
-	var company, title, email, phone, linkedInURL, howWeMet, notes *string
-	if err := row.Scan(&c.ID, &c.Name, &company, &title, &email, &phone,
-		&linkedInURL, &howWeMet, &c.Tags, &notes, &c.LastContacted, &c.FollowUpDate,
-		&c.CreatedAt, &c.UpdatedAt); err != nil {
-		return ext.ProfessionalContact{}, fmt.Errorf("get contact: %w", err)
-	}
-	c.Company = strVal(company)
-	c.Title = strVal(title)
-	c.Email = strVal(email)
-	c.Phone = strVal(phone)
-	c.LinkedInURL = strVal(linkedInURL)
-	c.HowWeMet = strVal(howWeMet)
-	c.Notes = strVal(notes)
-	if c.Tags == nil {
-		c.Tags = []string{}
-	}
-	return c, nil
-}
+// 	var model generatedmodels.ModelPublicProfessionalContacts
+// 	var tags []string
+// 	if err := row.Scan(&model.ID, &model.Name, &model.Company, &model.Title, &model.Email, &model.Phone,
+// 		&model.LinkedinURL, &model.HowWeMet, &tags, &model.Notes, &model.LastContacted, &model.FollowUpDate,
+// 		&model.CreatedAt, &model.UpdatedAt); err != nil {
+// 		return ext.ProfessionalContact{}, fmt.Errorf("get contact: %w", err)
+// 	}
+// 	c := professionalContactFromModel(model, tags)
+// 	return c, nil
+// }

-func (db *DB) LogInteraction(ctx context.Context, interaction ext.ContactInteraction) (ext.ContactInteraction, error) {
-	occurredAt := interaction.OccurredAt
-	if occurredAt.IsZero() {
-		occurredAt = time.Now()
-	}
+// func (db *DB) LogInteraction(ctx context.Context, interaction ext.ContactInteraction) (ext.ContactInteraction, error) {
+// 	occurredAt := interaction.OccurredAt
+// 	if occurredAt.IsZero() {
+// 		occurredAt = time.Now()
+// 	}

-	row := db.pool.QueryRow(ctx, `
-		insert into contact_interactions (contact_id, interaction_type, occurred_at, summary, follow_up_needed, follow_up_notes)
-		values ($1, $2, $3, $4, $5, $6)
-		returning id, created_at
-	`, interaction.ContactID, interaction.InteractionType, occurredAt, interaction.Summary,
-		interaction.FollowUpNeeded, nullStr(interaction.FollowUpNotes))
+// 	row := db.pool.QueryRow(ctx, `
+// 		insert into contact_interactions (contact_id, interaction_type, occurred_at, summary, follow_up_needed, follow_up_notes)
+// 		values ($1, $2, $3, $4, $5, $6)
+// 		returning id, created_at
+// 	`, interaction.ContactID, interaction.InteractionType, occurredAt, interaction.Summary,
+// 		interaction.FollowUpNeeded, nullStr(interaction.FollowUpNotes))

-	created := interaction
-	created.OccurredAt = occurredAt
-	if err := row.Scan(&created.ID, &created.CreatedAt); err != nil {
-		return ext.ContactInteraction{}, fmt.Errorf("insert interaction: %w", err)
-	}
-	return created, nil
-}
+// 	created := interaction
+// 	created.OccurredAt = occurredAt
+// 	var model generatedmodels.ModelPublicContactInteractions
+// 	if err := row.Scan(&model.ID, &model.CreatedAt); err != nil {
+// 		return ext.ContactInteraction{}, fmt.Errorf("insert interaction: %w", err)
+// 	}
+// 	created.ID = model.ID.UUID()
+// 	created.CreatedAt = model.CreatedAt.Time()
+// 	return created, nil
+// }

-func (db *DB) GetContactHistory(ctx context.Context, contactID uuid.UUID) (ext.ContactHistory, error) {
-	contact, err := db.GetContact(ctx, contactID)
-	if err != nil {
-		return ext.ContactHistory{}, err
-	}
+// func (db *DB) GetContactHistory(ctx context.Context, contactID uuid.UUID) (ext.ContactHistory, error) {
+// 	contact, err := db.GetContact(ctx, contactID)
+// 	if err != nil {
+// 		return ext.ContactHistory{}, err
+// 	}

-	rows, err := db.pool.Query(ctx, `
-		select id, contact_id, interaction_type, occurred_at, summary, follow_up_needed, follow_up_notes, created_at
-		from contact_interactions where contact_id = $1 order by occurred_at desc
-	`, contactID)
-	if err != nil {
-		return ext.ContactHistory{}, fmt.Errorf("get interactions: %w", err)
-	}
-	defer rows.Close()
+// 	rows, err := db.pool.Query(ctx, `
+// 		select id, contact_id, interaction_type, occurred_at, summary, follow_up_needed, follow_up_notes, created_at
+// 		from contact_interactions where contact_id = $1 order by occurred_at desc
+// 	`, contactID)
+// 	if err != nil {
+// 		return ext.ContactHistory{}, fmt.Errorf("get interactions: %w", err)
+// 	}
+// 	defer rows.Close()

-	var interactions []ext.ContactInteraction
-	for rows.Next() {
-		var i ext.ContactInteraction
-		var followUpNotes *string
-		if err := rows.Scan(&i.ID, &i.ContactID, &i.InteractionType, &i.OccurredAt, &i.Summary,
-			&i.FollowUpNeeded, &followUpNotes, &i.CreatedAt); err != nil {
-			return ext.ContactHistory{}, fmt.Errorf("scan interaction: %w", err)
-		}
-		i.FollowUpNotes = strVal(followUpNotes)
-		interactions = append(interactions, i)
-	}
-	if err := rows.Err(); err != nil {
-		return ext.ContactHistory{}, err
-	}
+// 	var interactions []ext.ContactInteraction
+// 	for rows.Next() {
+// 		var model generatedmodels.ModelPublicContactInteractions
+// 		if err := rows.Scan(&model.ID, &model.ContactID, &model.InteractionType, &model.OccurredAt, &model.Summary,
+// 			&model.FollowUpNeeded, &model.FollowUpNotes, &model.CreatedAt); err != nil {
+// 			return ext.ContactHistory{}, fmt.Errorf("scan interaction: %w", err)
+// 		}
+// 		interactions = append(interactions, contactInteractionFromModel(model))
+// 	}
+// 	if err := rows.Err(); err != nil {
+// 		return ext.ContactHistory{}, err
+// 	}

-	oppRows, err := db.pool.Query(ctx, `
-		select id, contact_id, title, description, stage, value, expected_close_date, notes, created_at, updated_at
-		from opportunities where contact_id = $1 order by created_at desc
-	`, contactID)
-	if err != nil {
-		return ext.ContactHistory{}, fmt.Errorf("get opportunities: %w", err)
-	}
-	defer oppRows.Close()
+// 	oppRows, err := db.pool.Query(ctx, `
+// 		select id, contact_id, title, description, stage, value, expected_close_date, notes, created_at, updated_at
+// 		from opportunities where contact_id = $1 order by created_at desc
+// 	`, contactID)
+// 	if err != nil {
+// 		return ext.ContactHistory{}, fmt.Errorf("get opportunities: %w", err)
+// 	}
+// 	defer oppRows.Close()

-	var opportunities []ext.Opportunity
-	for oppRows.Next() {
-		var o ext.Opportunity
-		var description, notes *string
-		if err := oppRows.Scan(&o.ID, &o.ContactID, &o.Title, &description, &o.Stage, &o.Value,
-			&o.ExpectedCloseDate, &notes, &o.CreatedAt, &o.UpdatedAt); err != nil {
-			return ext.ContactHistory{}, fmt.Errorf("scan opportunity: %w", err)
-		}
-		o.Description = strVal(description)
-		o.Notes = strVal(notes)
-		opportunities = append(opportunities, o)
-	}
-	if err := oppRows.Err(); err != nil {
-		return ext.ContactHistory{}, err
-	}
+// 	var opportunities []ext.Opportunity
+// 	for oppRows.Next() {
+// 		var model generatedmodels.ModelPublicOpportunities
+// 		if err := oppRows.Scan(&model.ID, &model.ContactID, &model.Title, &model.Description, &model.Stage, &model.Value,
+// 			&model.ExpectedCloseDate, &model.Notes, &model.CreatedAt, &model.UpdatedAt); err != nil {
+// 			return ext.ContactHistory{}, fmt.Errorf("scan opportunity: %w", err)
+// 		}
+// 		opportunities = append(opportunities, opportunityFromModel(model))
+// 	}
+// 	if err := oppRows.Err(); err != nil {
+// 		return ext.ContactHistory{}, err
+// 	}

-	return ext.ContactHistory{
-		Contact:       contact,
-		Interactions:  interactions,
-		Opportunities: opportunities,
-	}, nil
-}
+// 	return ext.ContactHistory{
+// 		Contact:       contact,
+// 		Interactions:  interactions,
+// 		Opportunities: opportunities,
+// 	}, nil
+// }

-func (db *DB) CreateOpportunity(ctx context.Context, o ext.Opportunity) (ext.Opportunity, error) {
-	row := db.pool.QueryRow(ctx, `
-		insert into opportunities (contact_id, title, description, stage, value, expected_close_date, notes)
-		values ($1, $2, $3, $4, $5, $6, $7)
-		returning id, created_at, updated_at
-	`, o.ContactID, o.Title, nullStr(o.Description), o.Stage, o.Value, o.ExpectedCloseDate, nullStr(o.Notes))
+// func (db *DB) CreateOpportunity(ctx context.Context, o ext.Opportunity) (ext.Opportunity, error) {
+// 	row := db.pool.QueryRow(ctx, `
+// 		insert into opportunities (contact_id, title, description, stage, value, expected_close_date, notes)
+// 		values ($1, $2, $3, $4, $5, $6, $7)
+// 		returning id, created_at, updated_at
+// 	`, o.ContactID, o.Title, nullStr(o.Description), o.Stage, o.Value, o.ExpectedCloseDate, nullStr(o.Notes))

-	created := o
-	if err := row.Scan(&created.ID, &created.CreatedAt, &created.UpdatedAt); err != nil {
-		return ext.Opportunity{}, fmt.Errorf("insert opportunity: %w", err)
-	}
-	return created, nil
-}
+// 	created := o
+// 	var model generatedmodels.ModelPublicOpportunities
+// 	if err := row.Scan(&model.ID, &model.CreatedAt, &model.UpdatedAt); err != nil {
+// 		return ext.Opportunity{}, fmt.Errorf("insert opportunity: %w", err)
+// 	}
+// 	created.ID = model.ID.UUID()
+// 	created.CreatedAt = model.CreatedAt.Time()
+// 	created.UpdatedAt = model.UpdatedAt.Time()
+// 	return created, nil
+// }

-func (db *DB) GetFollowUpsDue(ctx context.Context, daysAhead int) ([]ext.ProfessionalContact, error) {
-	if daysAhead <= 0 {
-		daysAhead = 7
-	}
-	cutoff := time.Now().AddDate(0, 0, daysAhead)
+// func (db *DB) GetFollowUpsDue(ctx context.Context, daysAhead int) ([]ext.ProfessionalContact, error) {
+// 	if daysAhead <= 0 {
+// 		daysAhead = 7
+// 	}
+// 	cutoff := time.Now().AddDate(0, 0, daysAhead)

-	rows, err := db.pool.Query(ctx, `
-		select id, name, company, title, email, phone, linkedin_url, how_we_met, tags, notes, last_contacted, follow_up_date, created_at, updated_at
-		from professional_contacts
-		where follow_up_date <= $1
-		order by follow_up_date asc
-	`, cutoff)
-	if err != nil {
-		return nil, fmt.Errorf("get follow-ups: %w", err)
-	}
-	defer rows.Close()
+// 	rows, err := db.pool.Query(ctx, `
+// 		select id, name, company, title, email, phone, linkedin_url, how_we_met, tags::text[], notes, last_contacted, follow_up_date, created_at, updated_at
+// 		from professional_contacts
+// 		where follow_up_date <= $1
+// 		order by follow_up_date asc
+// 	`, cutoff)
+// 	if err != nil {
+// 		return nil, fmt.Errorf("get follow-ups: %w", err)
+// 	}
+// 	defer rows.Close()

-	return scanContacts(rows)
-}
+// 	return scanContacts(rows)
+// }

-func (db *DB) AppendThoughtToContactNotes(ctx context.Context, contactID uuid.UUID, thoughtContent string) error {
-	_, err := db.pool.Exec(ctx, `
-		update professional_contacts
-		set notes = coalesce(notes, '') || $2
-		where id = $1
-	`, contactID, thoughtContent)
-	if err != nil {
-		return fmt.Errorf("append thought to contact: %w", err)
-	}
-	return nil
-}
+// func (db *DB) AppendThoughtToContactNotes(ctx context.Context, contactID uuid.UUID, thoughtContent string) error {
+// 	_, err := db.pool.Exec(ctx, `
+// 		update professional_contacts
+// 		set notes = coalesce(notes, '') || $2
+// 		where id = $1
+// 	`, contactID, thoughtContent)
+// 	if err != nil {
+// 		return fmt.Errorf("append thought to contact: %w", err)
+// 	}
+// 	return nil
+// }

-func scanContacts(rows interface {
-	Next() bool
-	Scan(...any) error
-	Err() error
-	Close()
-}) ([]ext.ProfessionalContact, error) {
-	defer rows.Close()
-	var contacts []ext.ProfessionalContact
-	for rows.Next() {
-		var c ext.ProfessionalContact
-		var company, title, email, phone, linkedInURL, howWeMet, notes *string
-		if err := rows.Scan(&c.ID, &c.Name, &company, &title, &email, &phone,
-			&linkedInURL, &howWeMet, &c.Tags, &notes, &c.LastContacted, &c.FollowUpDate,
-			&c.CreatedAt, &c.UpdatedAt); err != nil {
-			return nil, fmt.Errorf("scan contact: %w", err)
-		}
-		c.Company = strVal(company)
-		c.Title = strVal(title)
-		c.Email = strVal(email)
-		c.Phone = strVal(phone)
-		c.LinkedInURL = strVal(linkedInURL)
-		c.HowWeMet = strVal(howWeMet)
-		c.Notes = strVal(notes)
-		if c.Tags == nil {
-			c.Tags = []string{}
-		}
-		contacts = append(contacts, c)
-	}
-	return contacts, rows.Err()
-}
+// func scanContacts(rows interface {
+// 	Next() bool
+// 	Scan(...any) error
+// 	Err() error
+// 	Close()
+// }) ([]ext.ProfessionalContact, error) {
+// 	defer rows.Close()
+// 	var contacts []ext.ProfessionalContact
+// 	for rows.Next() {
+// 		var model generatedmodels.ModelPublicProfessionalContacts
+// 		var tags []string
+// 		if err := rows.Scan(&model.ID, &model.Name, &model.Company, &model.Title, &model.Email, &model.Phone,
+// 			&model.LinkedinURL, &model.HowWeMet, &tags, &model.Notes, &model.LastContacted, &model.FollowUpDate,
+// 			&model.CreatedAt, &model.UpdatedAt); err != nil {
+// 			return nil, fmt.Errorf("scan contact: %w", err)
+// 		}
+// 		contacts = append(contacts, professionalContactFromModel(model, tags))
+// 	}
+// 	return contacts, rows.Err()
+// }
--- a/internal/store/db.go
+++ b/internal/store/db.go
@@ -2,18 +2,23 @@ package store

 import (
 	"context"
+	"database/sql"
 	"fmt"
 	"time"

 	"github.com/jackc/pgx/v5"
 	"github.com/jackc/pgx/v5/pgxpool"
 	pgxvec "github.com/pgvector/pgvector-go/pgx"
+	"github.com/uptrace/bun"
+	"github.com/uptrace/bun/dialect/pgdialect"
+	"github.com/uptrace/bun/driver/pgdriver"

 	"git.warky.dev/wdevs/amcs/internal/config"
 )

 type DB struct {
 	pool *pgxpool.Pool
+	bun  *bun.DB
 }

 func New(ctx context.Context, cfg config.DatabaseConfig) (*DB, error) {
@@ -35,8 +40,20 @@ func New(ctx context.Context, cfg config.DatabaseConfig) (*DB, error) {
 		return nil, fmt.Errorf("create database pool: %w", err)
 	}

-	db := &DB{pool: pool}
+	bunSQLDB := sql.OpenDB(pgdriver.NewConnector(pgdriver.WithDSN(cfg.URL)))
+	bunSQLDB.SetMaxOpenConns(int(cfg.MaxConns))
+	bunSQLDB.SetMaxIdleConns(int(cfg.MinConns))
+	bunSQLDB.SetConnMaxLifetime(cfg.MaxConnLifetime)
+	bunSQLDB.SetConnMaxIdleTime(cfg.MaxConnIdleTime)
+
+	db := &DB{
+		pool: pool,
+		bun:  bun.NewDB(bunSQLDB, pgdialect.New()),
+	}
 	if err := db.Ping(ctx); err != nil {
+		if db.bun != nil {
+			_ = db.bun.Close()
+		}
 		pool.Close()
 		return nil, err
 	}
@@ -45,11 +62,16 @@ func New(ctx context.Context, cfg config.DatabaseConfig) (*DB, error) {
 }

 func (db *DB) Close() {
-	if db == nil || db.pool == nil {
+	if db == nil {
 		return
 	}

+	if db.bun != nil {
+		_ = db.bun.Close()
+	}
+	if db.pool != nil {
 		db.pool.Close()
+	}
 }

 func (db *DB) Ping(ctx context.Context) error {
@@ -102,3 +124,10 @@ func (db *DB) VerifyRequirements(ctx context.Context) error {

 	return nil
 }
+
+func (db *DB) Bun() *bun.DB {
+	if db == nil {
+		return nil
+	}
+	return db.bun
+}
--- a/internal/store/files.go
+++ b/internal/store/files.go
@@ -9,6 +9,7 @@ import (
 	"github.com/google/uuid"
 	"github.com/jackc/pgx/v5"

+	"git.warky.dev/wdevs/amcs/internal/generatedmodels"
 	thoughttypes "git.warky.dev/wdevs/amcs/internal/types"
 )

@@ -16,50 +17,52 @@ func (db *DB) InsertStoredFile(ctx context.Context, file thoughttypes.StoredFile
 	row := db.pool.QueryRow(ctx, `
 		insert into stored_files (thought_id, project_id, name, media_type, kind, encoding, size_bytes, sha256, content)
 		values ($1, $2, $3, $4, $5, $6, $7, $8, $9)
-		returning guid, thought_id, project_id, name, media_type, kind, encoding, size_bytes, sha256, created_at, updated_at
+		returning id, guid, thought_id, project_id, name, media_type, kind, encoding, size_bytes, sha256, created_at, updated_at
 	`, file.ThoughtID, file.ProjectID, file.Name, file.MediaType, file.Kind, file.Encoding, file.SizeBytes, file.SHA256, file.Content)

-	var created thoughttypes.StoredFile
+	var model generatedmodels.ModelPublicStoredFiles
 	if err := row.Scan(
-		&created.ID,
-		&created.ThoughtID,
-		&created.ProjectID,
-		&created.Name,
-		&created.MediaType,
-		&created.Kind,
-		&created.Encoding,
-		&created.SizeBytes,
-		&created.SHA256,
-		&created.CreatedAt,
-		&created.UpdatedAt,
+		&model.ID,
+		&model.GUID,
+		&model.ThoughtID,
+		&model.ProjectID,
+		&model.Name,
+		&model.MediaType,
+		&model.Kind,
+		&model.Encoding,
+		&model.SizeBytes,
+		&model.Sha256,
+		&model.CreatedAt,
+		&model.UpdatedAt,
 	); err != nil {
 		return thoughttypes.StoredFile{}, fmt.Errorf("insert stored file: %w", err)
 	}

-	return created, nil
+	return storedFileFromModel(model), nil
 }

 func (db *DB) GetStoredFile(ctx context.Context, id uuid.UUID) (thoughttypes.StoredFile, error) {
 	row := db.pool.QueryRow(ctx, `
-		select guid, thought_id, project_id, name, media_type, kind, encoding, size_bytes, sha256, content, created_at, updated_at
+		select id, guid, thought_id, project_id, name, media_type, kind, encoding, size_bytes, sha256, content, created_at, updated_at
 		from stored_files
 		where guid = $1
 	`, id)

-	var file thoughttypes.StoredFile
+	var model generatedmodels.ModelPublicStoredFiles
 	if err := row.Scan(
-		&file.ID,
-		&file.ThoughtID,
-		&file.ProjectID,
-		&file.Name,
-		&file.MediaType,
-		&file.Kind,
-		&file.Encoding,
-		&file.SizeBytes,
-		&file.SHA256,
-		&file.Content,
-		&file.CreatedAt,
-		&file.UpdatedAt,
+		&model.ID,
+		&model.GUID,
+		&model.ThoughtID,
+		&model.ProjectID,
+		&model.Name,
+		&model.MediaType,
+		&model.Kind,
+		&model.Encoding,
+		&model.SizeBytes,
+		&model.Sha256,
+		&model.Content,
+		&model.CreatedAt,
+		&model.UpdatedAt,
 	); err != nil {
 		if err == pgx.ErrNoRows {
 			return thoughttypes.StoredFile{}, err
@@ -67,7 +70,7 @@ func (db *DB) GetStoredFile(ctx context.Context, id uuid.UUID) (thoughttypes.Sto
 		return thoughttypes.StoredFile{}, fmt.Errorf("get stored file: %w", err)
 	}

-	return file, nil
+	return storedFileFromModel(model), nil
 }

 func (db *DB) ListStoredFiles(ctx context.Context, filter thoughttypes.StoredFileFilter) ([]thoughttypes.StoredFile, error) {
@@ -88,7 +91,7 @@ func (db *DB) ListStoredFiles(ctx context.Context, filter thoughttypes.StoredFil
 	}

 	query := `
-		select guid, thought_id, project_id, name, media_type, kind, encoding, size_bytes, sha256, created_at, updated_at
+		select id, guid, thought_id, project_id, name, media_type, kind, encoding, size_bytes, sha256, created_at, updated_at
 		from stored_files
 	`
 	if len(conditions) > 0 {
@@ -106,23 +109,24 @@ func (db *DB) ListStoredFiles(ctx context.Context, filter thoughttypes.StoredFil

 	files := make([]thoughttypes.StoredFile, 0, filter.Limit)
 	for rows.Next() {
-		var file thoughttypes.StoredFile
+		var model generatedmodels.ModelPublicStoredFiles
 		if err := rows.Scan(
-			&file.ID,
-			&file.ThoughtID,
-			&file.ProjectID,
-			&file.Name,
-			&file.MediaType,
-			&file.Kind,
-			&file.Encoding,
-			&file.SizeBytes,
-			&file.SHA256,
-			&file.CreatedAt,
-			&file.UpdatedAt,
+			&model.ID,
+			&model.GUID,
+			&model.ThoughtID,
+			&model.ProjectID,
+			&model.Name,
+			&model.MediaType,
+			&model.Kind,
+			&model.Encoding,
+			&model.SizeBytes,
+			&model.Sha256,
+			&model.CreatedAt,
+			&model.UpdatedAt,
 		); err != nil {
 			return nil, fmt.Errorf("scan stored file: %w", err)
 		}
-		files = append(files, file)
+		files = append(files, storedFileFromModel(model))
 	}
 	if err := rows.Err(); err != nil {
 		return nil, fmt.Errorf("iterate stored files: %w", err)
@@ -131,7 +135,7 @@ func (db *DB) ListStoredFiles(ctx context.Context, filter thoughttypes.StoredFil
 	return files, nil
 }

-func (db *DB) AddThoughtAttachment(ctx context.Context, thoughtID uuid.UUID, attachment thoughttypes.ThoughtAttachment) error {
+func (db *DB) AddThoughtAttachment(ctx context.Context, thoughtID int64, attachment thoughttypes.ThoughtAttachment) error {
 	tx, err := db.pool.Begin(ctx)
 	if err != nil {
 		return fmt.Errorf("begin transaction: %w", err)
@@ -141,7 +145,7 @@ func (db *DB) AddThoughtAttachment(ctx context.Context, thoughtID uuid.UUID, att
 	}()

 	var metadataBytes []byte
-	if err := tx.QueryRow(ctx, `select metadata from thoughts where guid = $1 for update`, thoughtID).Scan(&metadataBytes); err != nil {
+	if err := tx.QueryRow(ctx, `select metadata from thoughts where id = $1 for update`, thoughtID).Scan(&metadataBytes); err != nil {
 		if err == pgx.ErrNoRows {
 			return err
 		}
@@ -176,7 +180,7 @@ func (db *DB) AddThoughtAttachment(ctx context.Context, thoughtID uuid.UUID, att
 		update thoughts
 		set metadata = $2::jsonb,
 		    updated_at = now()
-		where guid = $1
+		where id = $1
 	`, thoughtID, updatedMetadata)
 	if err != nil {
 		return fmt.Errorf("update thought attachments: %w", err)
--- a/internal/store/household.go
+++ b/internal/store/household.go
@@ -1,150 +1,133 @@
 package store

-import (
-	"context"
-	"encoding/json"
-	"fmt"
-	"strings"
-	"time"
+// import (
+// 	"context"
+// 	"encoding/json"
+// 	"fmt"
+// 	"strings"

-	"github.com/google/uuid"
+// 	"github.com/google/uuid"

-	ext "git.warky.dev/wdevs/amcs/internal/types"
-)
+// 	"git.warky.dev/wdevs/amcs/internal/generatedmodels"
+// 	ext "git.warky.dev/wdevs/amcs/internal/types"
+// )

-func (db *DB) AddHouseholdItem(ctx context.Context, item ext.HouseholdItem) (ext.HouseholdItem, error) {
-	details, err := json.Marshal(item.Details)
-	if err != nil {
-		return ext.HouseholdItem{}, fmt.Errorf("marshal details: %w", err)
-	}
+// func (db *DB) AddHouseholdItem(ctx context.Context, item ext.HouseholdItem) (ext.HouseholdItem, error) {
+// 	details, err := json.Marshal(item.Details)
+// 	if err != nil {
+// 		return ext.HouseholdItem{}, fmt.Errorf("marshal details: %w", err)
+// 	}

-	row := db.pool.QueryRow(ctx, `
-		insert into household_items (name, category, location, details, notes)
-		values ($1, $2, $3, $4::jsonb, $5)
-		returning id, created_at, updated_at
-	`, item.Name, nullStr(item.Category), nullStr(item.Location), details, nullStr(item.Notes))
+// 	row := db.pool.QueryRow(ctx, `
+// 		insert into household_items (name, category, location, details, notes)
+// 		values ($1, $2, $3, $4::jsonb, $5)
+// 		returning id, created_at, updated_at
+// 	`, item.Name, nullStr(item.Category), nullStr(item.Location), details, nullStr(item.Notes))

-	created := item
-	if err := row.Scan(&created.ID, &created.CreatedAt, &created.UpdatedAt); err != nil {
-		return ext.HouseholdItem{}, fmt.Errorf("insert household item: %w", err)
-	}
-	return created, nil
-}
+// 	created := item
+// 	var model generatedmodels.ModelPublicHouseholdItems
+// 	if err := row.Scan(&model.ID, &model.CreatedAt, &model.UpdatedAt); err != nil {
+// 		return ext.HouseholdItem{}, fmt.Errorf("insert household item: %w", err)
+// 	}
+// 	created.ID = model.ID.UUID()
+// 	created.CreatedAt = model.CreatedAt.Time()
+// 	created.UpdatedAt = model.UpdatedAt.Time()
+// 	return created, nil
+// }

-func (db *DB) SearchHouseholdItems(ctx context.Context, query, category, location string) ([]ext.HouseholdItem, error) {
-	args := []any{}
-	conditions := []string{}
+// func (db *DB) SearchHouseholdItems(ctx context.Context, query, category, location string) ([]ext.HouseholdItem, error) {
+// 	args := []any{}
+// 	conditions := []string{}

-	if q := strings.TrimSpace(query); q != "" {
-		args = append(args, "%"+q+"%")
-		conditions = append(conditions, fmt.Sprintf("(name ILIKE $%d OR notes ILIKE $%d)", len(args), len(args)))
-	}
-	if c := strings.TrimSpace(category); c != "" {
-		args = append(args, c)
-		conditions = append(conditions, fmt.Sprintf("category = $%d", len(args)))
-	}
-	if l := strings.TrimSpace(location); l != "" {
-		args = append(args, "%"+l+"%")
-		conditions = append(conditions, fmt.Sprintf("location ILIKE $%d", len(args)))
-	}
+// 	if q := strings.TrimSpace(query); q != "" {
+// 		args = append(args, "%"+q+"%")
+// 		conditions = append(conditions, fmt.Sprintf("(name ILIKE $%d OR notes ILIKE $%d)", len(args), len(args)))
+// 	}
+// 	if c := strings.TrimSpace(category); c != "" {
+// 		args = append(args, c)
+// 		conditions = append(conditions, fmt.Sprintf("category = $%d", len(args)))
+// 	}
+// 	if l := strings.TrimSpace(location); l != "" {
+// 		args = append(args, "%"+l+"%")
+// 		conditions = append(conditions, fmt.Sprintf("location ILIKE $%d", len(args)))
+// 	}

-	q := `select id, name, category, location, details, notes, created_at, updated_at from household_items`
-	if len(conditions) > 0 {
-		q += " where " + strings.Join(conditions, " and ")
-	}
-	q += " order by name"
+// 	q := `select id, name, category, location, details, notes, created_at, updated_at from household_items`
+// 	if len(conditions) > 0 {
+// 		q += " where " + strings.Join(conditions, " and ")
+// 	}
+// 	q += " order by name"

-	rows, err := db.pool.Query(ctx, q, args...)
-	if err != nil {
-		return nil, fmt.Errorf("search household items: %w", err)
-	}
-	defer rows.Close()
+// 	rows, err := db.pool.Query(ctx, q, args...)
+// 	if err != nil {
+// 		return nil, fmt.Errorf("search household items: %w", err)
+// 	}
+// 	defer rows.Close()

-	var items []ext.HouseholdItem
-	for rows.Next() {
-		var item ext.HouseholdItem
-		var detailsBytes []byte
-		var category, location, notes *string
-		if err := rows.Scan(&item.ID, &item.Name, &category, &location, &detailsBytes, &notes, &item.CreatedAt, &item.UpdatedAt); err != nil {
-			return nil, fmt.Errorf("scan household item: %w", err)
-		}
-		item.Category = strVal(category)
-		item.Location = strVal(location)
-		item.Notes = strVal(notes)
-		if err := json.Unmarshal(detailsBytes, &item.Details); err != nil {
-			item.Details = map[string]any{}
-		}
-		items = append(items, item)
-	}
-	return items, rows.Err()
-}
+// 	var items []ext.HouseholdItem
+// 	for rows.Next() {
+// 		var model generatedmodels.ModelPublicHouseholdItems
+// 		if err := rows.Scan(&model.ID, &model.Name, &model.Category, &model.Location, &model.Details, &model.Notes, &model.CreatedAt, &model.UpdatedAt); err != nil {
+// 			return nil, fmt.Errorf("scan household item: %w", err)
+// 		}
+// 		items = append(items, householdItemFromModel(model))
+// 	}
+// 	return items, rows.Err()
+// }

-func (db *DB) GetHouseholdItem(ctx context.Context, id uuid.UUID) (ext.HouseholdItem, error) {
-	row := db.pool.QueryRow(ctx, `
-		select id, name, category, location, details, notes, created_at, updated_at
-		from household_items where id = $1
-	`, id)
+// func (db *DB) GetHouseholdItem(ctx context.Context, id uuid.UUID) (ext.HouseholdItem, error) {
+// 	row := db.pool.QueryRow(ctx, `
+// 		select id, name, category, location, details, notes, created_at, updated_at
+// 		from household_items where id = $1
+// 	`, id)

-	var item ext.HouseholdItem
-	var detailsBytes []byte
-	var category, location, notes *string
-	if err := row.Scan(&item.ID, &item.Name, &category, &location, &detailsBytes, &notes, &item.CreatedAt, &item.UpdatedAt); err != nil {
-		return ext.HouseholdItem{}, fmt.Errorf("get household item: %w", err)
-	}
-	item.Category = strVal(category)
-	item.Location = strVal(location)
-	item.Notes = strVal(notes)
-	if err := json.Unmarshal(detailsBytes, &item.Details); err != nil {
-		item.Details = map[string]any{}
-	}
-	return item, nil
-}
+// 	var model generatedmodels.ModelPublicHouseholdItems
+// 	if err := row.Scan(&model.ID, &model.Name, &model.Category, &model.Location, &model.Details, &model.Notes, &model.CreatedAt, &model.UpdatedAt); err != nil {
+// 		return ext.HouseholdItem{}, fmt.Errorf("get household item: %w", err)
+// 	}
+// 	return householdItemFromModel(model), nil
+// }

-func (db *DB) AddVendor(ctx context.Context, v ext.HouseholdVendor) (ext.HouseholdVendor, error) {
-	row := db.pool.QueryRow(ctx, `
-		insert into household_vendors (name, service_type, phone, email, website, notes, rating, last_used)
-		values ($1, $2, $3, $4, $5, $6, $7, $8)
-		returning id, created_at
-	`, v.Name, nullStr(v.ServiceType), nullStr(v.Phone), nullStr(v.Email),
-		nullStr(v.Website), nullStr(v.Notes), v.Rating, v.LastUsed)
+// func (db *DB) AddVendor(ctx context.Context, v ext.HouseholdVendor) (ext.HouseholdVendor, error) {
+// 	row := db.pool.QueryRow(ctx, `
+// 		insert into household_vendors (name, service_type, phone, email, website, notes, rating, last_used)
+// 		values ($1, $2, $3, $4, $5, $6, $7, $8)
+// 		returning id, created_at
+// 	`, v.Name, nullStr(v.ServiceType), nullStr(v.Phone), nullStr(v.Email),
+// 		nullStr(v.Website), nullStr(v.Notes), v.Rating, v.LastUsed)

-	created := v
-	if err := row.Scan(&created.ID, &created.CreatedAt); err != nil {
-		return ext.HouseholdVendor{}, fmt.Errorf("insert vendor: %w", err)
-	}
-	return created, nil
-}
+// 	created := v
+// 	var model generatedmodels.ModelPublicHouseholdVendors
+// 	if err := row.Scan(&model.ID, &model.CreatedAt); err != nil {
+// 		return ext.HouseholdVendor{}, fmt.Errorf("insert vendor: %w", err)
+// 	}
+// 	created.ID = model.ID.UUID()
+// 	created.CreatedAt = model.CreatedAt.Time()
+// 	return created, nil
+// }

-func (db *DB) ListVendors(ctx context.Context, serviceType string) ([]ext.HouseholdVendor, error) {
-	args := []any{}
-	q := `select id, name, service_type, phone, email, website, notes, rating, last_used, created_at from household_vendors`
-	if st := strings.TrimSpace(serviceType); st != "" {
-		args = append(args, st)
-		q += " where service_type = $1"
-	}
-	q += " order by name"
+// func (db *DB) ListVendors(ctx context.Context, serviceType string) ([]ext.HouseholdVendor, error) {
+// 	args := []any{}
+// 	q := `select id, name, service_type, phone, email, website, notes, rating, last_used, created_at from household_vendors`
+// 	if st := strings.TrimSpace(serviceType); st != "" {
+// 		args = append(args, st)
+// 		q += " where service_type = $1"
+// 	}
+// 	q += " order by name"

-	rows, err := db.pool.Query(ctx, q, args...)
-	if err != nil {
-		return nil, fmt.Errorf("list vendors: %w", err)
-	}
-	defer rows.Close()
+// 	rows, err := db.pool.Query(ctx, q, args...)
+// 	if err != nil {
+// 		return nil, fmt.Errorf("list vendors: %w", err)
+// 	}
+// 	defer rows.Close()

-	var vendors []ext.HouseholdVendor
-	for rows.Next() {
-		var v ext.HouseholdVendor
-		var serviceType, phone, email, website, notes *string
-		var lastUsed *time.Time
-		if err := rows.Scan(&v.ID, &v.Name, &serviceType, &phone, &email, &website, &notes, &v.Rating, &lastUsed, &v.CreatedAt); err != nil {
-			return nil, fmt.Errorf("scan vendor: %w", err)
-		}
-		v.ServiceType = strVal(serviceType)
-		v.Phone = strVal(phone)
-		v.Email = strVal(email)
-		v.Website = strVal(website)
-		v.Notes = strVal(notes)
-		v.LastUsed = lastUsed
-		vendors = append(vendors, v)
-	}
-	return vendors, rows.Err()
-}
+// 	var vendors []ext.HouseholdVendor
+// 	for rows.Next() {
+// 		var model generatedmodels.ModelPublicHouseholdVendors
+// 		if err := rows.Scan(&model.ID, &model.Name, &model.ServiceType, &model.Phone, &model.Email, &model.Website, &model.Notes, &model.Rating, &model.LastUsed, &model.CreatedAt); err != nil {
+// 			return nil, fmt.Errorf("scan vendor: %w", err)
+// 		}
+// 		vendors = append(vendors, householdVendorFromModel(model))
+// 	}
+// 	return vendors, rows.Err()
+// }
--- a/internal/store/learnings.go
+++ b/internal/store/learnings.go
@@ -5,9 +5,8 @@ import (
 	"fmt"
 	"strings"

-	"github.com/google/uuid"
+	"git.warky.dev/wdevs/amcs/internal/generatedmodels"
 	"github.com/jackc/pgx/v5"
-	"github.com/jackc/pgx/v5/pgtype"

 	thoughttypes "git.warky.dev/wdevs/amcs/internal/types"
 )
@@ -25,7 +24,7 @@ func (db *DB) CreateLearning(ctx context.Context, learning thoughttypes.Learning
 			$13, $14, $15, $16,
 			$17, $18
 		)
-		returning id, created_at, updated_at
+		returning id, guid, created_at, updated_at
 	`,
 		strings.TrimSpace(learning.Summary),
 		strings.TrimSpace(learning.Details),
@@ -48,18 +47,23 @@ func (db *DB) CreateLearning(ctx context.Context, learning thoughttypes.Learning
 	)

 	created := learning
-	if err := row.Scan(&created.ID, &created.CreatedAt, &created.UpdatedAt); err != nil {
+	var model generatedmodels.ModelPublicLearnings
+	if err := row.Scan(&model.ID, &model.GUID, &model.CreatedAt, &model.UpdatedAt); err != nil {
 		return thoughttypes.Learning{}, fmt.Errorf("create learning: %w", err)
 	}
+	created.ID = model.ID.Int64()
+	created.GUID = model.GUID.UUID()
+	created.CreatedAt = model.CreatedAt.Time()
+	created.UpdatedAt = model.UpdatedAt.Time()
 	return created, nil
 }

-func (db *DB) GetLearning(ctx context.Context, id uuid.UUID) (thoughttypes.Learning, error) {
+func (db *DB) GetLearning(ctx context.Context, id int64) (thoughttypes.Learning, error) {
 	row := db.pool.QueryRow(ctx, `
 		select id, summary, details, category, area, status, priority, confidence,
 		       action_required, source_type, source_ref, project_id, related_thought_id,
 		       related_skill_id, reviewed_by, reviewed_at, duplicate_of_learning_id,
-		       supersedes_learning_id, tags, created_at, updated_at
+		       supersedes_learning_id, tags::text[], created_at, updated_at
 		from learnings
 		where id = $1
 	`, id)
@@ -67,7 +71,7 @@ func (db *DB) GetLearning(ctx context.Context, id uuid.UUID) (thoughttypes.Learn
 	learning, err := scanLearning(row)
 	if err != nil {
 		if err == pgx.ErrNoRows {
-			return thoughttypes.Learning{}, fmt.Errorf("learning not found: %s", id)
+			return thoughttypes.Learning{}, fmt.Errorf("learning not found: %d", id)
 		}
 		return thoughttypes.Learning{}, fmt.Errorf("get learning: %w", err)
 	}
@@ -111,7 +115,7 @@ func (db *DB) ListLearnings(ctx context.Context, filter thoughttypes.LearningFil
 		select id, summary, details, category, area, status, priority, confidence,
 		       action_required, source_type, source_ref, project_id, related_thought_id,
 		       related_skill_id, reviewed_by, reviewed_at, duplicate_of_learning_id,
-		       supersedes_learning_id, tags, created_at, updated_at
+		       supersedes_learning_id, tags::text[], created_at, updated_at
 		from learnings
 	`
 	if len(conditions) > 0 {
@@ -148,51 +152,40 @@ type learningScanner interface {
 }

 func scanLearning(row learningScanner) (thoughttypes.Learning, error) {
-	var learning thoughttypes.Learning
-	var sourceType pgtype.Text
-	var sourceRef pgtype.Text
-	var reviewedBy pgtype.Text
+	var model generatedmodels.ModelPublicLearnings
 	var tags []string

 	err := row.Scan(
-		&learning.ID,
-		&learning.Summary,
-		&learning.Details,
-		&learning.Category,
-		&learning.Area,
-		&learning.Status,
-		&learning.Priority,
-		&learning.Confidence,
-		&learning.ActionRequired,
-		&sourceType,
-		&sourceRef,
-		&learning.ProjectID,
-		&learning.RelatedThoughtID,
-		&learning.RelatedSkillID,
-		&reviewedBy,
-		&learning.ReviewedAt,
-		&learning.DuplicateOfLearningID,
-		&learning.SupersedesLearningID,
+		&model.ID,
+		&model.Summary,
+		&model.Details,
+		&model.Category,
+		&model.Area,
+		&model.Status,
+		&model.Priority,
+		&model.Confidence,
+		&model.ActionRequired,
+		&model.SourceType,
+		&model.SourceRef,
+		&model.ProjectID,
+		&model.RelatedThoughtID,
+		&model.RelatedSkillID,
+		&model.ReviewedBy,
+		&model.ReviewedAt,
+		&model.DuplicateOfLearningID,
+		&model.SupersedesLearningID,
 		&tags,
-		&learning.CreatedAt,
-		&learning.UpdatedAt,
+		&model.CreatedAt,
+		&model.UpdatedAt,
 	)
 	if err != nil {
 		return thoughttypes.Learning{}, err
 	}

-	learning.SourceType = sourceType.String
-	learning.SourceRef = sourceRef.String
-	if reviewedBy.Valid {
-		value := reviewedBy.String
-		learning.ReviewedBy = &value
-	}
 	if tags == nil {
-		learning.Tags = []string{}
-	} else {
-		learning.Tags = tags
+		tags = []string{}
 	}
-	return learning, nil
+	return learningFromModel(model, tags), nil
 }

 func nullableText(value string) *string {
--- a/internal/store/links.go
+++ b/internal/store/links.go
@@ -2,11 +2,11 @@ package store

 import (
 	"context"
-	"encoding/json"
 	"fmt"

 	"github.com/google/uuid"

+	"git.warky.dev/wdevs/amcs/internal/generatedmodels"
 	thoughttypes "git.warky.dev/wdevs/amcs/internal/types"
 )

@@ -25,12 +25,12 @@ func (db *DB) InsertLink(ctx context.Context, link thoughttypes.ThoughtLink) err

 func (db *DB) LinkedThoughts(ctx context.Context, thoughtID uuid.UUID) ([]thoughttypes.LinkedThought, error) {
 	rows, err := db.pool.Query(ctx, `
-		select t.guid, t.content, t.metadata, t.project_id, t.archived_at, t.created_at, t.updated_at, l.relation, 'outgoing' as direction, l.created_at
+		select t.id, t.guid, t.content, t.metadata, t.project_id, t.archived_at, t.created_at, t.updated_at, l.relation, 'outgoing' as direction, l.created_at
 		from thought_links l
 		join thoughts t on t.id = l.to_id
 		where l.from_id = (select id from thoughts where guid = $1)
 		union all
-		select t.guid, t.content, t.metadata, t.project_id, t.archived_at, t.created_at, t.updated_at, l.relation, 'incoming' as direction, l.created_at
+		select t.id, t.guid, t.content, t.metadata, t.project_id, t.archived_at, t.created_at, t.updated_at, l.relation, 'incoming' as direction, l.created_at
 		from thought_links l
 		join thoughts t on t.id = l.from_id
 		where l.to_id = (select id from thoughts where guid = $1)
@@ -44,24 +44,27 @@ func (db *DB) LinkedThoughts(ctx context.Context, thoughtID uuid.UUID) ([]though
 	links := make([]thoughttypes.LinkedThought, 0)
 	for rows.Next() {
 		var linked thoughttypes.LinkedThought
-		var metadataBytes []byte
+		var model generatedmodels.ModelPublicThoughts
 		if err := rows.Scan(
-			&linked.Thought.ID,
-			&linked.Thought.Content,
-			&metadataBytes,
-			&linked.Thought.ProjectID,
-			&linked.Thought.ArchivedAt,
-			&linked.Thought.CreatedAt,
-			&linked.Thought.UpdatedAt,
+			&model.ID,
+			&model.GUID,
+			&model.Content,
+			&model.Metadata,
+			&model.ProjectID,
+			&model.ArchivedAt,
+			&model.CreatedAt,
+			&model.UpdatedAt,
 			&linked.Relation,
 			&linked.Direction,
 			&linked.CreatedAt,
 		); err != nil {
 			return nil, fmt.Errorf("scan linked thought: %w", err)
 		}
-		if err := json.Unmarshal(metadataBytes, &linked.Thought.Metadata); err != nil {
-			return nil, fmt.Errorf("decode linked thought metadata: %w", err)
+		thought, err := thoughtFromModel(model)
+		if err != nil {
+			return nil, fmt.Errorf("map linked thought: %w", err)
 		}
+		linked.Thought = thought
 		links = append(links, linked)
 	}
 	if err := rows.Err(); err != nil {
--- a/internal/store/maintenance.go
+++ b/internal/store/maintenance.go
@@ -1,142 +1,137 @@
 package store

-import (
-	"context"
-	"fmt"
-	"strings"
-	"time"
+// import (
+// 	"context"
+// 	"fmt"
+// 	"strings"
+// 	"time"

-	ext "git.warky.dev/wdevs/amcs/internal/types"
-)
+// 	"git.warky.dev/wdevs/amcs/internal/generatedmodels"
+// 	ext "git.warky.dev/wdevs/amcs/internal/types"
+// )

-func (db *DB) AddMaintenanceTask(ctx context.Context, t ext.MaintenanceTask) (ext.MaintenanceTask, error) {
-	row := db.pool.QueryRow(ctx, `
-		insert into maintenance_tasks (name, category, frequency_days, next_due, priority, notes)
-		values ($1, $2, $3, $4, $5, $6)
-		returning id, created_at, updated_at
-	`, t.Name, nullStr(t.Category), t.FrequencyDays, t.NextDue, t.Priority, nullStr(t.Notes))
+// func (db *DB) AddMaintenanceTask(ctx context.Context, t ext.MaintenanceTask) (ext.MaintenanceTask, error) {
+// 	row := db.pool.QueryRow(ctx, `
+// 		insert into maintenance_tasks (name, category, frequency_days, next_due, priority, notes)
+// 		values ($1, $2, $3, $4, $5, $6)
+// 		returning id, created_at, updated_at
+// 	`, t.Name, nullStr(t.Category), t.FrequencyDays, t.NextDue, t.Priority, nullStr(t.Notes))

-	created := t
-	if err := row.Scan(&created.ID, &created.CreatedAt, &created.UpdatedAt); err != nil {
-		return ext.MaintenanceTask{}, fmt.Errorf("insert maintenance task: %w", err)
-	}
-	return created, nil
-}
+// 	created := t
+// 	var model generatedmodels.ModelPublicMaintenanceTasks
+// 	if err := row.Scan(&model.ID, &model.CreatedAt, &model.UpdatedAt); err != nil {
+// 		return ext.MaintenanceTask{}, fmt.Errorf("insert maintenance task: %w", err)
+// 	}
+// 	created.ID = model.ID.UUID()
+// 	created.CreatedAt = model.CreatedAt.Time()
+// 	created.UpdatedAt = model.UpdatedAt.Time()
+// 	return created, nil
+// }

-func (db *DB) LogMaintenance(ctx context.Context, log ext.MaintenanceLog) (ext.MaintenanceLog, error) {
-	completedAt := log.CompletedAt
-	if completedAt.IsZero() {
-		completedAt = time.Now()
-	}
+// func (db *DB) LogMaintenance(ctx context.Context, log ext.MaintenanceLog) (ext.MaintenanceLog, error) {
+// 	completedAt := log.CompletedAt
+// 	if completedAt.IsZero() {
+// 		completedAt = time.Now()
+// 	}

-	row := db.pool.QueryRow(ctx, `
-		insert into maintenance_logs (task_id, completed_at, performed_by, cost, notes, next_action)
-		values ($1, $2, $3, $4, $5, $6)
-		returning id
-	`, log.TaskID, completedAt, nullStr(log.PerformedBy), log.Cost, nullStr(log.Notes), nullStr(log.NextAction))
+// 	row := db.pool.QueryRow(ctx, `
+// 		insert into maintenance_logs (task_id, completed_at, performed_by, cost, notes, next_action)
+// 		values ($1, $2, $3, $4, $5, $6)
+// 		returning id
+// 	`, log.TaskID, completedAt, nullStr(log.PerformedBy), log.Cost, nullStr(log.Notes), nullStr(log.NextAction))

-	created := log
-	created.CompletedAt = completedAt
-	if err := row.Scan(&created.ID); err != nil {
-		return ext.MaintenanceLog{}, fmt.Errorf("insert maintenance log: %w", err)
-	}
-	return created, nil
-}
+// 	created := log
+// 	created.CompletedAt = completedAt
+// 	var model generatedmodels.ModelPublicMaintenanceLogs
+// 	if err := row.Scan(&model.ID); err != nil {
+// 		return ext.MaintenanceLog{}, fmt.Errorf("insert maintenance log: %w", err)
+// 	}
+// 	created.ID = model.ID.UUID()
+// 	return created, nil
+// }

-func (db *DB) GetUpcomingMaintenance(ctx context.Context, daysAhead int) ([]ext.MaintenanceTask, error) {
-	if daysAhead <= 0 {
-		daysAhead = 30
-	}
-	cutoff := time.Now().Add(time.Duration(daysAhead) * 24 * time.Hour)
+// func (db *DB) GetUpcomingMaintenance(ctx context.Context, daysAhead int) ([]ext.MaintenanceTask, error) {
+// 	if daysAhead <= 0 {
+// 		daysAhead = 30
+// 	}
+// 	cutoff := time.Now().Add(time.Duration(daysAhead) * 24 * time.Hour)

-	rows, err := db.pool.Query(ctx, `
-		select id, name, category, frequency_days, last_completed, next_due, priority, notes, created_at, updated_at
-		from maintenance_tasks
-		where next_due <= $1 or next_due is null
-		order by next_due asc nulls last, priority desc
-	`, cutoff)
-	if err != nil {
-		return nil, fmt.Errorf("get upcoming maintenance: %w", err)
-	}
-	defer rows.Close()
+// 	rows, err := db.pool.Query(ctx, `
+// 		select id, name, category, frequency_days, last_completed, next_due, priority, notes, created_at, updated_at
+// 		from maintenance_tasks
+// 		where next_due <= $1 or next_due is null
+// 		order by next_due asc nulls last, priority desc
+// 	`, cutoff)
+// 	if err != nil {
+// 		return nil, fmt.Errorf("get upcoming maintenance: %w", err)
+// 	}
+// 	defer rows.Close()

-	return scanMaintenanceTasks(rows)
-}
+// 	tasks := make([]ext.MaintenanceTask, 0)
+// 	for rows.Next() {
+// 		var model generatedmodels.ModelPublicMaintenanceTasks
+// 		if err := rows.Scan(&model.ID, &model.Name, &model.Category, &model.FrequencyDays, &model.LastCompleted, &model.NextDue, &model.Priority, &model.Notes, &model.CreatedAt, &model.UpdatedAt); err != nil {
+// 			return nil, fmt.Errorf("scan maintenance task: %w", err)
+// 		}
+// 		tasks = append(tasks, maintenanceTaskFromModel(model))
+// 	}
+// 	return tasks, rows.Err()
+// }

-func (db *DB) SearchMaintenanceHistory(ctx context.Context, query, category string, start, end *time.Time) ([]ext.MaintenanceLogWithTask, error) {
-	args := []any{}
-	conditions := []string{}
+// func (db *DB) SearchMaintenanceHistory(ctx context.Context, query, category string, start, end *time.Time) ([]ext.MaintenanceLogWithTask, error) {
+// 	args := []any{}
+// 	conditions := []string{}

-	if q := strings.TrimSpace(query); q != "" {
-		args = append(args, "%"+q+"%")
-		conditions = append(conditions, fmt.Sprintf("(mt.name ILIKE $%d OR ml.notes ILIKE $%d)", len(args), len(args)))
-	}
-	if c := strings.TrimSpace(category); c != "" {
-		args = append(args, c)
-		conditions = append(conditions, fmt.Sprintf("mt.category = $%d", len(args)))
-	}
-	if start != nil {
-		args = append(args, *start)
-		conditions = append(conditions, fmt.Sprintf("ml.completed_at >= $%d", len(args)))
-	}
-	if end != nil {
-		args = append(args, *end)
-		conditions = append(conditions, fmt.Sprintf("ml.completed_at <= $%d", len(args)))
-	}
+// 	if q := strings.TrimSpace(query); q != "" {
+// 		args = append(args, "%"+q+"%")
+// 		conditions = append(conditions, fmt.Sprintf("(mt.name ILIKE $%d OR ml.notes ILIKE $%d)", len(args), len(args)))
+// 	}
+// 	if c := strings.TrimSpace(category); c != "" {
+// 		args = append(args, c)
+// 		conditions = append(conditions, fmt.Sprintf("mt.category = $%d", len(args)))
+// 	}
+// 	if start != nil {
+// 		args = append(args, *start)
+// 		conditions = append(conditions, fmt.Sprintf("ml.completed_at >= $%d", len(args)))
+// 	}
+// 	if end != nil {
+// 		args = append(args, *end)
+// 		conditions = append(conditions, fmt.Sprintf("ml.completed_at <= $%d", len(args)))
+// 	}

-	q := `
-		select ml.id, ml.task_id, ml.completed_at, ml.performed_by, ml.cost, ml.notes, ml.next_action,
-		       mt.name, mt.category
-		from maintenance_logs ml
-		join maintenance_tasks mt on mt.id = ml.task_id
-	`
-	if len(conditions) > 0 {
-		q += " where " + strings.Join(conditions, " and ")
-	}
-	q += " order by ml.completed_at desc"
+// 	q := `
+// 		select ml.id, ml.task_id, ml.completed_at, ml.performed_by, ml.cost, ml.notes, ml.next_action,
+// 		       mt.name, mt.category
+// 		from maintenance_logs ml
+// 		join maintenance_tasks mt on mt.id = ml.task_id
+// 	`
+// 	if len(conditions) > 0 {
+// 		q += " where " + strings.Join(conditions, " and ")
+// 	}
+// 	q += " order by ml.completed_at desc"

-	rows, err := db.pool.Query(ctx, q, args...)
-	if err != nil {
-		return nil, fmt.Errorf("search maintenance history: %w", err)
-	}
-	defer rows.Close()
+// 	rows, err := db.pool.Query(ctx, q, args...)
+// 	if err != nil {
+// 		return nil, fmt.Errorf("search maintenance history: %w", err)
+// 	}
+// 	defer rows.Close()

-	var logs []ext.MaintenanceLogWithTask
-	for rows.Next() {
-		var l ext.MaintenanceLogWithTask
-		var performedBy, notes, nextAction, taskCategory *string
-		if err := rows.Scan(
-			&l.ID, &l.TaskID, &l.CompletedAt, &performedBy, &l.Cost, &notes, &nextAction,
-			&l.TaskName, &taskCategory,
-		); err != nil {
-			return nil, fmt.Errorf("scan maintenance log: %w", err)
-		}
-		l.PerformedBy = strVal(performedBy)
-		l.Notes = strVal(notes)
-		l.NextAction = strVal(nextAction)
-		l.TaskCategory = strVal(taskCategory)
-		logs = append(logs, l)
-	}
-	return logs, rows.Err()
-}
-
-func scanMaintenanceTasks(rows interface {
-	Next() bool
-	Scan(...any) error
-	Err() error
-	Close()
-}) ([]ext.MaintenanceTask, error) {
-	defer rows.Close()
-	var tasks []ext.MaintenanceTask
-	for rows.Next() {
-		var t ext.MaintenanceTask
-		var category, notes *string
-		if err := rows.Scan(&t.ID, &t.Name, &category, &t.FrequencyDays, &t.LastCompleted, &t.NextDue, &t.Priority, &notes, &t.CreatedAt, &t.UpdatedAt); err != nil {
-			return nil, fmt.Errorf("scan maintenance task: %w", err)
-		}
-		t.Category = strVal(category)
-		t.Notes = strVal(notes)
-		tasks = append(tasks, t)
-	}
-	return tasks, rows.Err()
-}
+// 	var logs []ext.MaintenanceLogWithTask
+// 	for rows.Next() {
+// 		var model generatedmodels.ModelPublicMaintenanceLogs
+// 		var taskName, taskCategory string
+// 		if err := rows.Scan(
+// 			&model.ID, &model.TaskID, &model.CompletedAt, &model.PerformedBy, &model.Cost, &model.Notes, &model.NextAction,
+// 			&taskName, &taskCategory,
+// 		); err != nil {
+// 			return nil, fmt.Errorf("scan maintenance log: %w", err)
+// 		}
+// 		l := ext.MaintenanceLogWithTask{
+// 			MaintenanceLog: maintenanceLogFromModel(model),
+// 			TaskName:       taskName,
+// 			TaskCategory:   taskCategory,
+// 		}
+// 		logs = append(logs, l)
+// 	}
+// 	return logs, rows.Err()
+// }
--- a/internal/store/meals.go
+++ b/internal/store/meals.go
@@ -1,289 +1,280 @@
 package store

-import (
-	"context"
-	"encoding/json"
-	"fmt"
-	"strings"
-	"time"
+// import (
+// 	"context"
+// 	"encoding/json"
+// 	"fmt"
+// 	"strings"
+// 	"time"

-	"github.com/google/uuid"
+// 	"github.com/google/uuid"

-	ext "git.warky.dev/wdevs/amcs/internal/types"
-)
+// 	"git.warky.dev/wdevs/amcs/internal/generatedmodels"
+// 	ext "git.warky.dev/wdevs/amcs/internal/types"
+// )

-func (db *DB) AddRecipe(ctx context.Context, r ext.Recipe) (ext.Recipe, error) {
-	ingredients, err := json.Marshal(r.Ingredients)
-	if err != nil {
-		return ext.Recipe{}, fmt.Errorf("marshal ingredients: %w", err)
-	}
-	instructions, err := json.Marshal(r.Instructions)
-	if err != nil {
-		return ext.Recipe{}, fmt.Errorf("marshal instructions: %w", err)
-	}
-	if r.Tags == nil {
-		r.Tags = []string{}
-	}
+// func (db *DB) AddRecipe(ctx context.Context, r ext.Recipe) (ext.Recipe, error) {
+// 	ingredients, err := json.Marshal(r.Ingredients)
+// 	if err != nil {
+// 		return ext.Recipe{}, fmt.Errorf("marshal ingredients: %w", err)
+// 	}
+// 	instructions, err := json.Marshal(r.Instructions)
+// 	if err != nil {
+// 		return ext.Recipe{}, fmt.Errorf("marshal instructions: %w", err)
+// 	}
+// 	if r.Tags == nil {
+// 		r.Tags = []string{}
+// 	}

-	row := db.pool.QueryRow(ctx, `
-		insert into recipes (name, cuisine, prep_time_minutes, cook_time_minutes, servings, ingredients, instructions, tags, rating, notes)
-		values ($1, $2, $3, $4, $5, $6::jsonb, $7::jsonb, $8, $9, $10)
-		returning id, created_at, updated_at
-	`, r.Name, nullStr(r.Cuisine), r.PrepTimeMinutes, r.CookTimeMinutes, r.Servings,
-		ingredients, instructions, r.Tags, r.Rating, nullStr(r.Notes))
+// 	row := db.pool.QueryRow(ctx, `
+// 		insert into recipes (name, cuisine, prep_time_minutes, cook_time_minutes, servings, ingredients, instructions, tags, rating, notes)
+// 		values ($1, $2, $3, $4, $5, $6::jsonb, $7::jsonb, $8, $9, $10)
+// 		returning id, created_at, updated_at
+// 	`, r.Name, nullStr(r.Cuisine), r.PrepTimeMinutes, r.CookTimeMinutes, r.Servings,
+// 		ingredients, instructions, r.Tags, r.Rating, nullStr(r.Notes))

-	created := r
-	if err := row.Scan(&created.ID, &created.CreatedAt, &created.UpdatedAt); err != nil {
-		return ext.Recipe{}, fmt.Errorf("insert recipe: %w", err)
-	}
-	return created, nil
-}
+// 	created := r
+// 	var model generatedmodels.ModelPublicRecipes
+// 	if err := row.Scan(&model.ID, &model.CreatedAt, &model.UpdatedAt); err != nil {
+// 		return ext.Recipe{}, fmt.Errorf("insert recipe: %w", err)
+// 	}
+// 	created.ID = model.ID.UUID()
+// 	created.CreatedAt = model.CreatedAt.Time()
+// 	created.UpdatedAt = model.UpdatedAt.Time()
+// 	return created, nil
+// }

-func (db *DB) SearchRecipes(ctx context.Context, query, cuisine string, tags []string, ingredient string) ([]ext.Recipe, error) {
-	args := []any{}
-	conditions := []string{}
+// func (db *DB) SearchRecipes(ctx context.Context, query, cuisine string, tags []string, ingredient string) ([]ext.Recipe, error) {
+// 	args := []any{}
+// 	conditions := []string{}

-	if q := strings.TrimSpace(query); q != "" {
-		args = append(args, "%"+q+"%")
-		conditions = append(conditions, fmt.Sprintf("name ILIKE $%d", len(args)))
-	}
-	if c := strings.TrimSpace(cuisine); c != "" {
-		args = append(args, c)
-		conditions = append(conditions, fmt.Sprintf("cuisine = $%d", len(args)))
-	}
-	if len(tags) > 0 {
-		args = append(args, tags)
-		conditions = append(conditions, fmt.Sprintf("tags @> $%d", len(args)))
-	}
-	if ing := strings.TrimSpace(ingredient); ing != "" {
-		args = append(args, "%"+ing+"%")
-		conditions = append(conditions, fmt.Sprintf("ingredients::text ILIKE $%d", len(args)))
-	}
+// 	if q := strings.TrimSpace(query); q != "" {
+// 		args = append(args, "%"+q+"%")
+// 		conditions = append(conditions, fmt.Sprintf("name ILIKE $%d", len(args)))
+// 	}
+// 	if c := strings.TrimSpace(cuisine); c != "" {
+// 		args = append(args, c)
+// 		conditions = append(conditions, fmt.Sprintf("cuisine = $%d", len(args)))
+// 	}
+// 	if len(tags) > 0 {
+// 		args = append(args, tags)
+// 		conditions = append(conditions, fmt.Sprintf("tags @> $%d", len(args)))
+// 	}
+// 	if ing := strings.TrimSpace(ingredient); ing != "" {
+// 		args = append(args, "%"+ing+"%")
+// 		conditions = append(conditions, fmt.Sprintf("ingredients::text ILIKE $%d", len(args)))
+// 	}

-	q := `select id, name, cuisine, prep_time_minutes, cook_time_minutes, servings, ingredients, instructions, tags, rating, notes, created_at, updated_at from recipes`
-	if len(conditions) > 0 {
-		q += " where " + strings.Join(conditions, " and ")
-	}
-	q += " order by name"
+// 	q := `select id, name, cuisine, prep_time_minutes, cook_time_minutes, servings, ingredients, instructions, tags::text[], rating, notes, created_at, updated_at from recipes`
+// 	if len(conditions) > 0 {
+// 		q += " where " + strings.Join(conditions, " and ")
+// 	}
+// 	q += " order by name"

-	rows, err := db.pool.Query(ctx, q, args...)
-	if err != nil {
-		return nil, fmt.Errorf("search recipes: %w", err)
-	}
-	defer rows.Close()
+// 	rows, err := db.pool.Query(ctx, q, args...)
+// 	if err != nil {
+// 		return nil, fmt.Errorf("search recipes: %w", err)
+// 	}
+// 	defer rows.Close()

-	var recipes []ext.Recipe
-	for rows.Next() {
-		r, err := scanRecipeRow(rows)
-		if err != nil {
-			return nil, err
-		}
-		recipes = append(recipes, r)
-	}
-	return recipes, rows.Err()
-}
+// 	var recipes []ext.Recipe
+// 	for rows.Next() {
+// 		r, err := scanRecipeRow(rows)
+// 		if err != nil {
+// 			return nil, err
+// 		}
+// 		recipes = append(recipes, r)
+// 	}
+// 	return recipes, rows.Err()
+// }

-func (db *DB) GetRecipe(ctx context.Context, id uuid.UUID) (ext.Recipe, error) {
-	row := db.pool.QueryRow(ctx, `
-		select id, name, cuisine, prep_time_minutes, cook_time_minutes, servings, ingredients, instructions, tags, rating, notes, created_at, updated_at
-		from recipes where id = $1
-	`, id)
+// func (db *DB) GetRecipe(ctx context.Context, id uuid.UUID) (ext.Recipe, error) {
+// 	row := db.pool.QueryRow(ctx, `
+// 		select id, name, cuisine, prep_time_minutes, cook_time_minutes, servings, ingredients, instructions, tags::text[], rating, notes, created_at, updated_at
+// 		from recipes where id = $1
+// 	`, id)

-	var r ext.Recipe
-	var cuisine, notes *string
-	var ingredientsBytes, instructionsBytes []byte
-	if err := row.Scan(&r.ID, &r.Name, &cuisine, &r.PrepTimeMinutes, &r.CookTimeMinutes, &r.Servings,
-		&ingredientsBytes, &instructionsBytes, &r.Tags, &r.Rating, &notes, &r.CreatedAt, &r.UpdatedAt); err != nil {
-		return ext.Recipe{}, fmt.Errorf("get recipe: %w", err)
-	}
-	r.Cuisine = strVal(cuisine)
-	r.Notes = strVal(notes)
-	if r.Tags == nil {
-		r.Tags = []string{}
-	}
-	if err := json.Unmarshal(ingredientsBytes, &r.Ingredients); err != nil {
-		r.Ingredients = []ext.Ingredient{}
-	}
-	if err := json.Unmarshal(instructionsBytes, &r.Instructions); err != nil {
-		r.Instructions = []string{}
-	}
-	return r, nil
-}
+// 	var model generatedmodels.ModelPublicRecipes
+// 	var tags []string
+// 	if err := row.Scan(&model.ID, &model.Name, &model.Cuisine, &model.PrepTimeMinutes, &model.CookTimeMinutes, &model.Servings,
+// 		&model.Ingredients, &model.Instructions, &tags, &model.Rating, &model.Notes, &model.CreatedAt, &model.UpdatedAt); err != nil {
+// 		return ext.Recipe{}, fmt.Errorf("get recipe: %w", err)
+// 	}
+// 	if tags == nil {
+// 		tags = []string{}
+// 	}
+// 	return recipeFromModel(model, tags), nil
+// }

-func (db *DB) UpdateRecipe(ctx context.Context, id uuid.UUID, r ext.Recipe) (ext.Recipe, error) {
-	ingredients, err := json.Marshal(r.Ingredients)
-	if err != nil {
-		return ext.Recipe{}, fmt.Errorf("marshal ingredients: %w", err)
-	}
-	instructions, err := json.Marshal(r.Instructions)
-	if err != nil {
-		return ext.Recipe{}, fmt.Errorf("marshal instructions: %w", err)
-	}
-	if r.Tags == nil {
-		r.Tags = []string{}
-	}
+// func (db *DB) UpdateRecipe(ctx context.Context, id uuid.UUID, r ext.Recipe) (ext.Recipe, error) {
+// 	ingredients, err := json.Marshal(r.Ingredients)
+// 	if err != nil {
+// 		return ext.Recipe{}, fmt.Errorf("marshal ingredients: %w", err)
+// 	}
+// 	instructions, err := json.Marshal(r.Instructions)
+// 	if err != nil {
+// 		return ext.Recipe{}, fmt.Errorf("marshal instructions: %w", err)
+// 	}
+// 	if r.Tags == nil {
+// 		r.Tags = []string{}
+// 	}

-	_, err = db.pool.Exec(ctx, `
-		update recipes set
-			name = $2, cuisine = $3, prep_time_minutes = $4, cook_time_minutes = $5,
-			servings = $6, ingredients = $7::jsonb, instructions = $8::jsonb,
-			tags = $9, rating = $10, notes = $11
-		where id = $1
-	`, id, r.Name, nullStr(r.Cuisine), r.PrepTimeMinutes, r.CookTimeMinutes, r.Servings,
-		ingredients, instructions, r.Tags, r.Rating, nullStr(r.Notes))
-	if err != nil {
-		return ext.Recipe{}, fmt.Errorf("update recipe: %w", err)
-	}
-	return db.GetRecipe(ctx, id)
-}
+// 	_, err = db.pool.Exec(ctx, `
+// 		update recipes set
+// 			name = $2, cuisine = $3, prep_time_minutes = $4, cook_time_minutes = $5,
+// 			servings = $6, ingredients = $7::jsonb, instructions = $8::jsonb,
+// 			tags = $9, rating = $10, notes = $11
+// 		where id = $1
+// 	`, id, r.Name, nullStr(r.Cuisine), r.PrepTimeMinutes, r.CookTimeMinutes, r.Servings,
+// 		ingredients, instructions, r.Tags, r.Rating, nullStr(r.Notes))
+// 	if err != nil {
+// 		return ext.Recipe{}, fmt.Errorf("update recipe: %w", err)
+// 	}
+// 	return db.GetRecipe(ctx, id)
+// }

-func (db *DB) CreateMealPlan(ctx context.Context, weekStart time.Time, entries []ext.MealPlanInput) ([]ext.MealPlanEntry, error) {
-	if _, err := db.pool.Exec(ctx, `delete from meal_plans where week_start = $1`, weekStart); err != nil {
-		return nil, fmt.Errorf("clear meal plan: %w", err)
-	}
+// func (db *DB) CreateMealPlan(ctx context.Context, weekStart time.Time, entries []ext.MealPlanInput) ([]ext.MealPlanEntry, error) {
+// 	if _, err := db.pool.Exec(ctx, `delete from meal_plans where week_start = $1`, weekStart); err != nil {
+// 		return nil, fmt.Errorf("clear meal plan: %w", err)
+// 	}

-	var results []ext.MealPlanEntry
-	for _, e := range entries {
-		row := db.pool.QueryRow(ctx, `
-			insert into meal_plans (week_start, day_of_week, meal_type, recipe_id, custom_meal, servings, notes)
-			values ($1, $2, $3, $4, $5, $6, $7)
-			returning id, created_at
-		`, weekStart, e.DayOfWeek, e.MealType, e.RecipeID, nullStr(e.CustomMeal), e.Servings, nullStr(e.Notes))
+// 	var results []ext.MealPlanEntry
+// 	for _, e := range entries {
+// 		row := db.pool.QueryRow(ctx, `
+// 			insert into meal_plans (week_start, day_of_week, meal_type, recipe_id, custom_meal, servings, notes)
+// 			values ($1, $2, $3, $4, $5, $6, $7)
+// 			returning id, created_at
+// 		`, weekStart, e.DayOfWeek, e.MealType, e.RecipeID, nullStr(e.CustomMeal), e.Servings, nullStr(e.Notes))

-		entry := ext.MealPlanEntry{
-			WeekStart:  weekStart,
-			DayOfWeek:  e.DayOfWeek,
-			MealType:   e.MealType,
-			RecipeID:   e.RecipeID,
-			CustomMeal: e.CustomMeal,
-			Servings:   e.Servings,
-			Notes:      e.Notes,
-		}
-		if err := row.Scan(&entry.ID, &entry.CreatedAt); err != nil {
-			return nil, fmt.Errorf("insert meal plan entry: %w", err)
-		}
-		results = append(results, entry)
-	}
-	return results, nil
-}
+// 		entry := ext.MealPlanEntry{
+// 			WeekStart:  weekStart,
+// 			DayOfWeek:  e.DayOfWeek,
+// 			MealType:   e.MealType,
+// 			RecipeID:   e.RecipeID,
+// 			CustomMeal: e.CustomMeal,
+// 			Servings:   e.Servings,
+// 			Notes:      e.Notes,
+// 		}
+// 		var model generatedmodels.ModelPublicMealPlans
+// 		if err := row.Scan(&model.ID, &model.CreatedAt); err != nil {
+// 			return nil, fmt.Errorf("insert meal plan entry: %w", err)
+// 		}
+// 		entry.ID = model.ID.UUID()
+// 		entry.CreatedAt = model.CreatedAt.Time()
+// 		results = append(results, entry)
+// 	}
+// 	return results, nil
+// }

-func (db *DB) GetMealPlan(ctx context.Context, weekStart time.Time) ([]ext.MealPlanEntry, error) {
-	rows, err := db.pool.Query(ctx, `
-		select mp.id, mp.week_start, mp.day_of_week, mp.meal_type, mp.recipe_id, r.name, mp.custom_meal, mp.servings, mp.notes, mp.created_at
-		from meal_plans mp
-		left join recipes r on r.id = mp.recipe_id
-		where mp.week_start = $1
-		order by
-			case mp.day_of_week
-				when 'monday' then 1 when 'tuesday' then 2 when 'wednesday' then 3
-				when 'thursday' then 4 when 'friday' then 5 when 'saturday' then 6
-				when 'sunday' then 7 else 8
-			end,
-			case mp.meal_type
-				when 'breakfast' then 1 when 'lunch' then 2 when 'dinner' then 3
-				when 'snack' then 4 else 5
-			end
-	`, weekStart)
-	if err != nil {
-		return nil, fmt.Errorf("get meal plan: %w", err)
-	}
-	defer rows.Close()
+// func (db *DB) GetMealPlan(ctx context.Context, weekStart time.Time) ([]ext.MealPlanEntry, error) {
+// 	rows, err := db.pool.Query(ctx, `
+// 		select mp.id, mp.week_start, mp.day_of_week, mp.meal_type, mp.recipe_id, r.name, mp.custom_meal, mp.servings, mp.notes, mp.created_at
+// 		from meal_plans mp
+// 		left join recipes r on r.id = mp.recipe_id
+// 		where mp.week_start = $1
+// 		order by
+// 			case mp.day_of_week
+// 				when 'monday' then 1 when 'tuesday' then 2 when 'wednesday' then 3
+// 				when 'thursday' then 4 when 'friday' then 5 when 'saturday' then 6
+// 				when 'sunday' then 7 else 8
+// 			end,
+// 			case mp.meal_type
+// 				when 'breakfast' then 1 when 'lunch' then 2 when 'dinner' then 3
+// 				when 'snack' then 4 else 5
+// 			end
+// 	`, weekStart)
+// 	if err != nil {
+// 		return nil, fmt.Errorf("get meal plan: %w", err)
+// 	}
+// 	defer rows.Close()

-	var entries []ext.MealPlanEntry
-	for rows.Next() {
-		var e ext.MealPlanEntry
-		var recipeName, customMeal, notes *string
-		if err := rows.Scan(&e.ID, &e.WeekStart, &e.DayOfWeek, &e.MealType, &e.RecipeID, &recipeName, &customMeal, &e.Servings, &notes, &e.CreatedAt); err != nil {
-			return nil, fmt.Errorf("scan meal plan entry: %w", err)
-		}
-		e.RecipeName = strVal(recipeName)
-		e.CustomMeal = strVal(customMeal)
-		e.Notes = strVal(notes)
-		entries = append(entries, e)
-	}
-	return entries, rows.Err()
-}
+// 	var entries []ext.MealPlanEntry
+// 	for rows.Next() {
+// 		var model generatedmodels.ModelPublicMealPlans
+// 		var recipeName *string
+// 		if err := rows.Scan(&model.ID, &model.WeekStart, &model.DayOfWeek, &model.MealType, &model.RecipeID, &recipeName, &model.CustomMeal, &model.Servings, &model.Notes, &model.CreatedAt); err != nil {
+// 			return nil, fmt.Errorf("scan meal plan entry: %w", err)
+// 		}
+// 		entries = append(entries, mealPlanEntryFromModel(model, strVal(recipeName)))
+// 	}
+// 	return entries, rows.Err()
+// }

-func (db *DB) GenerateShoppingList(ctx context.Context, weekStart time.Time) (ext.ShoppingList, error) {
-	entries, err := db.GetMealPlan(ctx, weekStart)
-	if err != nil {
-		return ext.ShoppingList{}, err
-	}
+// func (db *DB) GenerateShoppingList(ctx context.Context, weekStart time.Time) (ext.ShoppingList, error) {
+// 	entries, err := db.GetMealPlan(ctx, weekStart)
+// 	if err != nil {
+// 		return ext.ShoppingList{}, err
+// 	}

-	recipeIDs := map[uuid.UUID]bool{}
-	for _, e := range entries {
-		if e.RecipeID != nil {
-			recipeIDs[*e.RecipeID] = true
-		}
-	}
+// 	recipeIDs := map[uuid.UUID]bool{}
+// 	for _, e := range entries {
+// 		if e.RecipeID != nil {
+// 			recipeIDs[*e.RecipeID] = true
+// 		}
+// 	}

-	aggregated := map[string]*ext.ShoppingItem{}
-	for id := range recipeIDs {
-		recipe, err := db.GetRecipe(ctx, id)
-		if err != nil {
-			continue
-		}
-		for _, ing := range recipe.Ingredients {
-			key := strings.ToLower(ing.Name)
-			if existing, ok := aggregated[key]; ok {
-				if ing.Quantity != "" {
-					existing.Quantity += "+" + ing.Quantity
-				}
-			} else {
-				recipeIDCopy := id
-				aggregated[key] = &ext.ShoppingItem{
-					Name:      ing.Name,
-					Quantity:  ing.Quantity,
-					Unit:      ing.Unit,
-					Purchased: false,
-					RecipeID:  &recipeIDCopy,
-				}
-			}
-		}
-	}
+// 	aggregated := map[string]*ext.ShoppingItem{}
+// 	for id := range recipeIDs {
+// 		recipe, err := db.GetRecipe(ctx, id)
+// 		if err != nil {
+// 			continue
+// 		}
+// 		for _, ing := range recipe.Ingredients {
+// 			key := strings.ToLower(ing.Name)
+// 			if existing, ok := aggregated[key]; ok {
+// 				if ing.Quantity != "" {
+// 					existing.Quantity += "+" + ing.Quantity
+// 				}
+// 			} else {
+// 				recipeIDCopy := id
+// 				aggregated[key] = &ext.ShoppingItem{
+// 					Name:      ing.Name,
+// 					Quantity:  ing.Quantity,
+// 					Unit:      ing.Unit,
+// 					Purchased: false,
+// 					RecipeID:  &recipeIDCopy,
+// 				}
+// 			}
+// 		}
+// 	}

-	items := make([]ext.ShoppingItem, 0, len(aggregated))
-	for _, item := range aggregated {
-		items = append(items, *item)
-	}
+// 	items := make([]ext.ShoppingItem, 0, len(aggregated))
+// 	for _, item := range aggregated {
+// 		items = append(items, *item)
+// 	}

-	itemsJSON, err := json.Marshal(items)
-	if err != nil {
-		return ext.ShoppingList{}, fmt.Errorf("marshal shopping items: %w", err)
-	}
+// 	itemsJSON, err := json.Marshal(items)
+// 	if err != nil {
+// 		return ext.ShoppingList{}, fmt.Errorf("marshal shopping items: %w", err)
+// 	}

-	row := db.pool.QueryRow(ctx, `
-		insert into shopping_lists (week_start, items)
-		values ($1, $2::jsonb)
-		on conflict (week_start) do update set items = excluded.items, updated_at = now()
-		returning id, created_at, updated_at
-	`, weekStart, itemsJSON)
+// 	row := db.pool.QueryRow(ctx, `
+// 		insert into shopping_lists (week_start, items)
+// 		values ($1, $2::jsonb)
+// 		on conflict (week_start) do update set items = excluded.items, updated_at = now()
+// 		returning id, created_at, updated_at
+// 	`, weekStart, itemsJSON)

-	list := ext.ShoppingList{WeekStart: weekStart, Items: items}
-	if err := row.Scan(&list.ID, &list.CreatedAt, &list.UpdatedAt); err != nil {
-		return ext.ShoppingList{}, fmt.Errorf("upsert shopping list: %w", err)
-	}
-	return list, nil
-}
+// 	var model generatedmodels.ModelPublicShoppingLists
+// 	list := ext.ShoppingList{WeekStart: weekStart, Items: items}
+// 	if err := row.Scan(&model.ID, &model.CreatedAt, &model.UpdatedAt); err != nil {
+// 		return ext.ShoppingList{}, fmt.Errorf("upsert shopping list: %w", err)
+// 	}
+// 	list.ID = model.ID.UUID()
+// 	list.CreatedAt = model.CreatedAt.Time()
+// 	list.UpdatedAt = model.UpdatedAt.Time()
+// 	return list, nil
+// }

-func scanRecipeRow(rows interface{ Scan(...any) error }) (ext.Recipe, error) {
-	var r ext.Recipe
-	var cuisine, notes *string
-	var ingredientsBytes, instructionsBytes []byte
-	if err := rows.Scan(&r.ID, &r.Name, &cuisine, &r.PrepTimeMinutes, &r.CookTimeMinutes, &r.Servings,
-		&ingredientsBytes, &instructionsBytes, &r.Tags, &r.Rating, &notes, &r.CreatedAt, &r.UpdatedAt); err != nil {
-		return ext.Recipe{}, fmt.Errorf("scan recipe: %w", err)
-	}
-	r.Cuisine = strVal(cuisine)
-	r.Notes = strVal(notes)
-	if r.Tags == nil {
-		r.Tags = []string{}
-	}
-	if err := json.Unmarshal(ingredientsBytes, &r.Ingredients); err != nil {
-		r.Ingredients = []ext.Ingredient{}
-	}
-	if err := json.Unmarshal(instructionsBytes, &r.Instructions); err != nil {
-		r.Instructions = []string{}
-	}
-	return r, nil
-}
+// func scanRecipeRow(rows interface{ Scan(...any) error }) (ext.Recipe, error) {
+// 	var model generatedmodels.ModelPublicRecipes
+// 	var tags []string
+// 	if err := rows.Scan(&model.ID, &model.Name, &model.Cuisine, &model.PrepTimeMinutes, &model.CookTimeMinutes, &model.Servings,
+// 		&model.Ingredients, &model.Instructions, &tags, &model.Rating, &model.Notes, &model.CreatedAt, &model.UpdatedAt); err != nil {
+// 		return ext.Recipe{}, fmt.Errorf("scan recipe: %w", err)
+// 	}
+// 	if tags == nil {
+// 		tags = []string{}
+// 	}
+// 	return recipeFromModel(model, tags), nil
+// }
--- a/internal/store/model_adapters.go
+++ b/internal/store/model_adapters.go
@@ -0,0 +1,540 @@
+package store
+
+import (
+	"encoding/json"
+	"fmt"
+	"time"
+
+	"git.warky.dev/wdevs/amcs/internal/generatedmodels"
+	ext "git.warky.dev/wdevs/amcs/internal/types"
+)
+
+func projectFromModel(m generatedmodels.ModelPublicProjects) ext.Project {
+	return ext.Project{
+		ID:           m.GUID.UUID(),
+		NumericID:    m.ID.Int64(),
+		Name:         m.Name.String(),
+		Description:  m.Description.String(),
+		CreatedAt:    m.CreatedAt.Time(),
+		LastActiveAt: m.LastActiveAt.Time(),
+	}
+}
+
+func thoughtFromModel(m generatedmodels.ModelPublicThoughts) (ext.Thought, error) {
+	var metadata ext.ThoughtMetadata
+	if len(m.Metadata) > 0 {
+		if err := json.Unmarshal(m.Metadata, &metadata); err != nil {
+			return ext.Thought{}, fmt.Errorf("decode thought metadata: %w", err)
+		}
+	}
+
+	var projectID *int64
+	if m.ProjectID.Valid {
+		id := m.ProjectID.Int64()
+		projectID = &id
+	}
+
+	var archivedAt *time.Time
+	if m.ArchivedAt.Valid {
+		t := m.ArchivedAt.Time()
+		archivedAt = &t
+	}
+
+	return ext.Thought{
+		ID:         m.ID.Int64(),
+		GUID:       m.GUID.UUID(),
+		Content:    m.Content.String(),
+		Metadata:   metadata,
+		ProjectID:  projectID,
+		ArchivedAt: archivedAt,
+		CreatedAt:  m.CreatedAt.Time(),
+		UpdatedAt:  m.UpdatedAt.Time(),
+	}, nil
+}
+
+func storedFileFromModel(m generatedmodels.ModelPublicStoredFiles) ext.StoredFile {
+	var thoughtID *int64
+	if m.ThoughtID.Valid {
+		id := m.ThoughtID.Int64()
+		thoughtID = &id
+	}
+
+	var projectID *int64
+	if m.ProjectID.Valid {
+		id := m.ProjectID.Int64()
+		projectID = &id
+	}
+
+	return ext.StoredFile{
+		ID:        m.ID.Int64(),
+		GUID:      m.GUID.UUID(),
+		ThoughtID: thoughtID,
+		ProjectID: projectID,
+		Name:      m.Name.String(),
+		MediaType: m.MediaType.String(),
+		Kind:      m.Kind.String(),
+		Encoding:  m.Encoding.String(),
+		SizeBytes: m.SizeBytes,
+		SHA256:    m.Sha256.String(),
+		Content:   m.Content,
+		CreatedAt: m.CreatedAt.Time(),
+		UpdatedAt: m.UpdatedAt.Time(),
+	}
+}
+
+// func maintenanceTaskFromModel(m generatedmodels.ModelPublicMaintenanceTasks) ext.MaintenanceTask {
+// 	var frequencyDays *int
+// 	if m.FrequencyDays.Valid {
+// 		n := int(m.FrequencyDays.Int64())
+// 		frequencyDays = &n
+// 	}
+
+// 	var lastCompleted *time.Time
+// 	if m.LastCompleted.Valid {
+// 		t := m.LastCompleted.Time()
+// 		lastCompleted = &t
+// 	}
+
+// 	var nextDue *time.Time
+// 	if m.NextDue.Valid {
+// 		t := m.NextDue.Time()
+// 		nextDue = &t
+// 	}
+
+// 	return ext.MaintenanceTask{
+// 		ID:            m.ID.UUID(),
+// 		Name:          m.Name.String(),
+// 		Category:      m.Category.String(),
+// 		FrequencyDays: frequencyDays,
+// 		LastCompleted: lastCompleted,
+// 		NextDue:       nextDue,
+// 		Priority:      m.Priority.String(),
+// 		Notes:         m.Notes.String(),
+// 		CreatedAt:     m.CreatedAt.Time(),
+// 		UpdatedAt:     m.UpdatedAt.Time(),
+// 	}
+// }
+
+// func maintenanceLogFromModel(m generatedmodels.ModelPublicMaintenanceLogs) ext.MaintenanceLog {
+// 	var cost *float64
+// 	if m.Cost.Valid {
+// 		v := m.Cost.Float64()
+// 		cost = &v
+// 	}
+
+// 	return ext.MaintenanceLog{
+// 		ID:          m.ID.UUID(),
+// 		TaskID:      m.TaskID.UUID(),
+// 		CompletedAt: m.CompletedAt.Time(),
+// 		PerformedBy: m.PerformedBy.String(),
+// 		Cost:        cost,
+// 		Notes:       m.Notes.String(),
+// 		NextAction:  m.NextAction.String(),
+// 	}
+// }
+
+// func householdItemFromModel(m generatedmodels.ModelPublicHouseholdItems) ext.HouseholdItem {
+// 	details := map[string]any{}
+// 	if len(m.Details) > 0 {
+// 		if err := json.Unmarshal(m.Details, &details); err != nil {
+// 			details = map[string]any{}
+// 		}
+// 	}
+
+// 	return ext.HouseholdItem{
+// 		ID:        m.ID.UUID(),
+// 		Name:      m.Name.String(),
+// 		Category:  m.Category.String(),
+// 		Location:  m.Location.String(),
+// 		Details:   details,
+// 		Notes:     m.Notes.String(),
+// 		CreatedAt: m.CreatedAt.Time(),
+// 		UpdatedAt: m.UpdatedAt.Time(),
+// 	}
+// }
+
+// func householdVendorFromModel(m generatedmodels.ModelPublicHouseholdVendors) ext.HouseholdVendor {
+// 	var rating *int
+// 	if m.Rating.Valid {
+// 		v := int(m.Rating.Int64())
+// 		rating = &v
+// 	}
+
+// 	var lastUsed *time.Time
+// 	if m.LastUsed.Valid {
+// 		t := m.LastUsed.Time()
+// 		lastUsed = &t
+// 	}
+
+// 	return ext.HouseholdVendor{
+// 		ID:          m.ID.UUID(),
+// 		Name:        m.Name.String(),
+// 		ServiceType: m.ServiceType.String(),
+// 		Phone:       m.Phone.String(),
+// 		Email:       m.Email.String(),
+// 		Website:     m.Website.String(),
+// 		Notes:       m.Notes.String(),
+// 		Rating:      rating,
+// 		LastUsed:    lastUsed,
+// 		CreatedAt:   m.CreatedAt.Time(),
+// 	}
+// }
+
+// func familyMemberFromModel(m generatedmodels.ModelPublicFamilyMembers) ext.FamilyMember {
+// 	var birthDate *time.Time
+// 	if m.BirthDate.Valid {
+// 		t := m.BirthDate.Time()
+// 		birthDate = &t
+// 	}
+
+// 	return ext.FamilyMember{
+// 		ID:           m.ID.UUID(),
+// 		Name:         m.Name.String(),
+// 		Relationship: m.Relationship.String(),
+// 		BirthDate:    birthDate,
+// 		Notes:        m.Notes.String(),
+// 		CreatedAt:    m.CreatedAt.Time(),
+// 	}
+// }
+
+// func activityFromModel(m generatedmodels.ModelPublicActivities, memberName string) ext.Activity {
+// 	var familyMemberID *uuid.UUID
+// 	if m.FamilyMemberID.Valid {
+// 		id := m.FamilyMemberID.UUID()
+// 		familyMemberID = &id
+// 	}
+
+// 	var startDate *time.Time
+// 	if m.StartDate.Valid {
+// 		t := m.StartDate.Time()
+// 		startDate = &t
+// 	}
+
+// 	var endDate *time.Time
+// 	if m.EndDate.Valid {
+// 		t := m.EndDate.Time()
+// 		endDate = &t
+// 	}
+
+// 	return ext.Activity{
+// 		ID:             m.ID.UUID(),
+// 		FamilyMemberID: familyMemberID,
+// 		MemberName:     memberName,
+// 		Title:          m.Title.String(),
+// 		ActivityType:   m.ActivityType.String(),
+// 		DayOfWeek:      m.DayOfWeek.String(),
+// 		StartTime:      m.StartTime.String(),
+// 		EndTime:        m.EndTime.String(),
+// 		StartDate:      startDate,
+// 		EndDate:        endDate,
+// 		Location:       m.Location.String(),
+// 		Notes:          m.Notes.String(),
+// 		CreatedAt:      m.CreatedAt.Time(),
+// 	}
+// }
+
+// func importantDateFromModel(m generatedmodels.ModelPublicImportantDates, memberName string) ext.ImportantDate {
+// 	var familyMemberID *uuid.UUID
+// 	if m.FamilyMemberID.Valid {
+// 		id := m.FamilyMemberID.UUID()
+// 		familyMemberID = &id
+// 	}
+
+// 	return ext.ImportantDate{
+// 		ID:                 m.ID.UUID(),
+// 		FamilyMemberID:     familyMemberID,
+// 		MemberName:         memberName,
+// 		Title:              m.Title.String(),
+// 		DateValue:          m.DateValue.Time(),
+// 		RecurringYearly:    m.RecurringYearly,
+// 		ReminderDaysBefore: int(m.ReminderDaysBefore),
+// 		Notes:              m.Notes.String(),
+// 		CreatedAt:          m.CreatedAt.Time(),
+// 	}
+// }
+
+// func professionalContactFromModel(m generatedmodels.ModelPublicProfessionalContacts, tags []string) ext.ProfessionalContact {
+// 	var lastContacted *time.Time
+// 	if m.LastContacted.Valid {
+// 		t := m.LastContacted.Time()
+// 		lastContacted = &t
+// 	}
+
+// 	var followUpDate *time.Time
+// 	if m.FollowUpDate.Valid {
+// 		t := m.FollowUpDate.Time()
+// 		followUpDate = &t
+// 	}
+
+// 	return ext.ProfessionalContact{
+// 		ID:            m.ID.UUID(),
+// 		Name:          m.Name.String(),
+// 		Company:       m.Company.String(),
+// 		Title:         m.Title.String(),
+// 		Email:         m.Email.String(),
+// 		Phone:         m.Phone.String(),
+// 		LinkedInURL:   m.LinkedinURL.String(),
+// 		HowWeMet:      m.HowWeMet.String(),
+// 		Tags:          tags,
+// 		Notes:         m.Notes.String(),
+// 		LastContacted: lastContacted,
+// 		FollowUpDate:  followUpDate,
+// 		CreatedAt:     m.CreatedAt.Time(),
+// 		UpdatedAt:     m.UpdatedAt.Time(),
+// 	}
+// }
+
+// func contactInteractionFromModel(m generatedmodels.ModelPublicContactInteractions) ext.ContactInteraction {
+// 	return ext.ContactInteraction{
+// 		ID:              m.ID.UUID(),
+// 		ContactID:       m.ContactID.UUID(),
+// 		InteractionType: m.InteractionType.String(),
+// 		OccurredAt:      m.OccurredAt.Time(),
+// 		Summary:         m.Summary.String(),
+// 		FollowUpNeeded:  m.FollowUpNeeded,
+// 		FollowUpNotes:   m.FollowUpNotes.String(),
+// 		CreatedAt:       m.CreatedAt.Time(),
+// 	}
+// }
+
+// func opportunityFromModel(m generatedmodels.ModelPublicOpportunities) ext.Opportunity {
+// 	var contactID *uuid.UUID
+// 	if m.ContactID.Valid {
+// 		id := m.ContactID.UUID()
+// 		contactID = &id
+// 	}
+
+// 	var value *float64
+// 	if m.Value.Valid {
+// 		v := m.Value.Float64()
+// 		value = &v
+// 	}
+
+// 	var expectedCloseDate *time.Time
+// 	if m.ExpectedCloseDate.Valid {
+// 		t := m.ExpectedCloseDate.Time()
+// 		expectedCloseDate = &t
+// 	}
+
+// 	return ext.Opportunity{
+// 		ID:                m.ID.UUID(),
+// 		ContactID:         contactID,
+// 		Title:             m.Title.String(),
+// 		Description:       m.Description.String(),
+// 		Stage:             m.Stage.String(),
+// 		Value:             value,
+// 		ExpectedCloseDate: expectedCloseDate,
+// 		Notes:             m.Notes.String(),
+// 		CreatedAt:         m.CreatedAt.Time(),
+// 		UpdatedAt:         m.UpdatedAt.Time(),
+// 	}
+// }
+
+// func recipeFromModel(m generatedmodels.ModelPublicRecipes, tags []string) ext.Recipe {
+// 	var prepTimeMinutes *int
+// 	if m.PrepTimeMinutes.Valid {
+// 		v := int(m.PrepTimeMinutes.Int64())
+// 		prepTimeMinutes = &v
+// 	}
+
+// 	var cookTimeMinutes *int
+// 	if m.CookTimeMinutes.Valid {
+// 		v := int(m.CookTimeMinutes.Int64())
+// 		cookTimeMinutes = &v
+// 	}
+
+// 	var servings *int
+// 	if m.Servings.Valid {
+// 		v := int(m.Servings.Int64())
+// 		servings = &v
+// 	}
+
+// 	var rating *int
+// 	if m.Rating.Valid {
+// 		v := int(m.Rating.Int64())
+// 		rating = &v
+// 	}
+
+// 	recipe := ext.Recipe{
+// 		ID:              m.ID.UUID(),
+// 		Name:            m.Name.String(),
+// 		Cuisine:         m.Cuisine.String(),
+// 		PrepTimeMinutes: prepTimeMinutes,
+// 		CookTimeMinutes: cookTimeMinutes,
+// 		Servings:        servings,
+// 		Tags:            tags,
+// 		Rating:          rating,
+// 		Notes:           m.Notes.String(),
+// 		CreatedAt:       m.CreatedAt.Time(),
+// 		UpdatedAt:       m.UpdatedAt.Time(),
+// 	}
+
+// 	if err := json.Unmarshal(m.Ingredients, &recipe.Ingredients); err != nil {
+// 		recipe.Ingredients = []ext.Ingredient{}
+// 	}
+// 	if err := json.Unmarshal(m.Instructions, &recipe.Instructions); err != nil {
+// 		recipe.Instructions = []string{}
+// 	}
+// 	return recipe
+// }
+
+// func mealPlanEntryFromModel(m generatedmodels.ModelPublicMealPlans, recipeName string) ext.MealPlanEntry {
+// 	var recipeID *uuid.UUID
+// 	if m.RecipeID.Valid {
+// 		id := m.RecipeID.UUID()
+// 		recipeID = &id
+// 	}
+
+// 	var servings *int
+// 	if m.Servings.Valid {
+// 		v := int(m.Servings.Int64())
+// 		servings = &v
+// 	}
+
+// 	return ext.MealPlanEntry{
+// 		ID:         m.ID.UUID(),
+// 		WeekStart:  m.WeekStart.Time(),
+// 		DayOfWeek:  m.DayOfWeek.String(),
+// 		MealType:   m.MealType.String(),
+// 		RecipeID:   recipeID,
+// 		RecipeName: recipeName,
+// 		CustomMeal: m.CustomMeal.String(),
+// 		Servings:   servings,
+// 		Notes:      m.Notes.String(),
+// 		CreatedAt:  m.CreatedAt.Time(),
+// 	}
+// }
+
+// func shoppingListFromModel(m generatedmodels.ModelPublicShoppingLists) ext.ShoppingList {
+// 	list := ext.ShoppingList{
+// 		ID:        m.ID.UUID(),
+// 		WeekStart: m.WeekStart.Time(),
+// 		Notes:     m.Notes.String(),
+// 		CreatedAt: m.CreatedAt.Time(),
+// 		UpdatedAt: m.UpdatedAt.Time(),
+// 	}
+// 	if err := json.Unmarshal(m.Items, &list.Items); err != nil {
+// 		list.Items = []ext.ShoppingItem{}
+// 	}
+// 	return list
+// }
+
+func planFromModel(m generatedmodels.ModelPublicPlans, tags []string) ext.Plan {
+	var projectID *int64
+	if m.ProjectID.Valid {
+		id := m.ProjectID.Int64()
+		projectID = &id
+	}
+
+	var dueDate *time.Time
+	if m.DueDate.Valid {
+		t := m.DueDate.Time()
+		dueDate = &t
+	}
+
+	var completedAt *time.Time
+	if m.CompletedAt.Valid {
+		t := m.CompletedAt.Time()
+		completedAt = &t
+	}
+
+	var lastReviewedAt *time.Time
+	if m.LastReviewedAt.Valid {
+		t := m.LastReviewedAt.Time()
+		lastReviewedAt = &t
+	}
+
+	var supersedesPlanID *int64
+	if m.SupersedesPlanID.Valid {
+		id := m.SupersedesPlanID.Int64()
+		supersedesPlanID = &id
+	}
+
+	return ext.Plan{
+		ID:               m.ID.Int64(),
+		GUID:             m.GUID.UUID(),
+		Title:            m.Title.String(),
+		Description:      m.Description.String(),
+		Status:           ext.PlanStatus(m.Status.String()),
+		Priority:         ext.PlanPriority(m.Priority.String()),
+		ProjectID:        projectID,
+		Owner:            m.Owner.String(),
+		DueDate:          dueDate,
+		CompletedAt:      completedAt,
+		ReviewedBy:       m.ReviewedBy.String(),
+		LastReviewedAt:   lastReviewedAt,
+		SupersedesPlanID: supersedesPlanID,
+		Tags:             tags,
+		CreatedAt:        m.CreatedAt.Time(),
+		UpdatedAt:        m.UpdatedAt.Time(),
+	}
+}
+
+func learningFromModel(m generatedmodels.ModelPublicLearnings, tags []string) ext.Learning {
+	var projectID *int64
+	if m.ProjectID.Valid {
+		id := m.ProjectID.Int64()
+		projectID = &id
+	}
+
+	var relatedThoughtID *int64
+	if m.RelatedThoughtID.Valid {
+		id := m.RelatedThoughtID.Int64()
+		relatedThoughtID = &id
+	}
+
+	var relatedSkillID *int64
+	if m.RelatedSkillID.Valid {
+		id := m.RelatedSkillID.Int64()
+		relatedSkillID = &id
+	}
+
+	var duplicateOfLearningID *int64
+	if m.DuplicateOfLearningID.Valid {
+		id := m.DuplicateOfLearningID.Int64()
+		duplicateOfLearningID = &id
+	}
+
+	var supersedesLearningID *int64
+	if m.SupersedesLearningID.Valid {
+		id := m.SupersedesLearningID.Int64()
+		supersedesLearningID = &id
+	}
+
+	var reviewedBy *string
+	if m.ReviewedBy.Valid {
+		value := m.ReviewedBy.String()
+		reviewedBy = &value
+	}
+
+	var reviewedAt *time.Time
+	if m.ReviewedAt.Valid {
+		t := m.ReviewedAt.Time()
+		reviewedAt = &t
+	}
+
+	return ext.Learning{
+		ID:                    m.ID.Int64(),
+		GUID:                  m.GUID.UUID(),
+		Summary:               m.Summary.String(),
+		Details:               m.Details.String(),
+		Category:              m.Category.String(),
+		Area:                  m.Area.String(),
+		Status:                ext.LearningStatus(m.Status.String()),
+		Priority:              ext.LearningPriority(m.Priority.String()),
+		Confidence:            ext.LearningEvidenceLevel(m.Confidence.String()),
+		ActionRequired:        m.ActionRequired,
+		SourceType:            m.SourceType.String(),
+		SourceRef:             m.SourceRef.String(),
+		ProjectID:             projectID,
+		RelatedThoughtID:      relatedThoughtID,
+		RelatedSkillID:        relatedSkillID,
+		ReviewedBy:            reviewedBy,
+		ReviewedAt:            reviewedAt,
+		DuplicateOfLearningID: duplicateOfLearningID,
+		SupersedesLearningID:  supersedesLearningID,
+		Tags:                  tags,
+		CreatedAt:             m.CreatedAt.Time(),
+		UpdatedAt:             m.UpdatedAt.Time(),
+	}
+}
--- a/internal/store/plans.go
+++ b/internal/store/plans.go
@@ -0,0 +1,478 @@
+package store
+
+import (
+	"context"
+	"fmt"
+	"strings"
+
+	"github.com/jackc/pgx/v5"
+
+	"git.warky.dev/wdevs/amcs/internal/generatedmodels"
+	ext "git.warky.dev/wdevs/amcs/internal/types"
+)
+
+const planColumns = `
+	id, guid, title, description, status, priority, project_id, owner, due_date,
+	completed_at, reviewed_by, last_reviewed_at, supersedes_plan_id, tags::text[], created_at, updated_at`
+
+func (db *DB) CreatePlan(ctx context.Context, plan ext.Plan) (ext.Plan, error) {
+	row := db.pool.QueryRow(ctx, `
+		insert into plans (title, description, status, priority, project_id, owner, due_date,
+			completed_at, reviewed_by, last_reviewed_at, supersedes_plan_id, tags)
+		values ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11, $12)
+		returning`+planColumns,
+		strings.TrimSpace(plan.Title),
+		strings.TrimSpace(plan.Description),
+		string(plan.Status),
+		string(plan.Priority),
+		plan.ProjectID,
+		nullableText(plan.Owner),
+		plan.DueDate,
+		plan.CompletedAt,
+		nullableText(plan.ReviewedBy),
+		plan.LastReviewedAt,
+		plan.SupersedesPlanID,
+		plan.Tags,
+	)
+	return scanPlan(row)
+}
+
+func (db *DB) GetPlan(ctx context.Context, id int64) (ext.Plan, error) {
+	row := db.pool.QueryRow(ctx, `select`+planColumns+` from plans where id = $1`, id)
+	plan, err := scanPlan(row)
+	if err != nil {
+		if err == pgx.ErrNoRows {
+			return ext.Plan{}, fmt.Errorf("plan not found: %d", id)
+		}
+		return ext.Plan{}, fmt.Errorf("get plan: %w", err)
+	}
+	return plan, nil
+}
+
+func (db *DB) GetPlanDetail(ctx context.Context, id int64) (ext.PlanDetail, error) {
+	plan, err := db.GetPlan(ctx, id)
+	if err != nil {
+		return ext.PlanDetail{}, err
+	}
+
+	dependsOn, err := db.listPlansByQuery(ctx, `
+		select`+planColumns+`
+		from plans p
+		join plan_dependencies pd on pd.depends_on_plan_id = p.id
+		where pd.plan_id = $1 order by p.title`, id)
+	if err != nil {
+		return ext.PlanDetail{}, fmt.Errorf("get plan depends_on: %w", err)
+	}
+
+	blocks, err := db.listPlansByQuery(ctx, `
+		select`+planColumns+`
+		from plans p
+		join plan_dependencies pd on pd.plan_id = p.id
+		where pd.depends_on_plan_id = $1 order by p.title`, id)
+	if err != nil {
+		return ext.PlanDetail{}, fmt.Errorf("get plan blocks: %w", err)
+	}
+
+	related, err := db.listPlansByQuery(ctx, `
+		select`+planColumns+`
+		from plans p
+		where p.id in (
+			select plan_b_id from plan_related_plans where plan_a_id = $1
+			union
+			select plan_a_id from plan_related_plans where plan_b_id = $1
+		) order by p.title`, id)
+	if err != nil {
+		return ext.PlanDetail{}, fmt.Errorf("get plan related: %w", err)
+	}
+
+	skills, err := db.ListPlanSkills(ctx, id)
+	if err != nil {
+		return ext.PlanDetail{}, fmt.Errorf("get plan skills: %w", err)
+	}
+
+	guardrails, err := db.ListPlanGuardrails(ctx, id)
+	if err != nil {
+		return ext.PlanDetail{}, fmt.Errorf("get plan guardrails: %w", err)
+	}
+
+	return ext.PlanDetail{
+		Plan:         plan,
+		DependsOn:    dependsOn,
+		Blocks:       blocks,
+		RelatedPlans: related,
+		Skills:       skills,
+		Guardrails:   guardrails,
+	}, nil
+}
+
+func (db *DB) UpdatePlan(ctx context.Context, id int64, u ext.PlanUpdate) (ext.Plan, error) {
+	sets := []string{"updated_at = now()"}
+	args := []any{}
+
+	if u.Title != nil {
+		args = append(args, strings.TrimSpace(*u.Title))
+		sets = append(sets, fmt.Sprintf("title = $%d", len(args)))
+	}
+	if u.Description != nil {
+		args = append(args, strings.TrimSpace(*u.Description))
+		sets = append(sets, fmt.Sprintf("description = $%d", len(args)))
+	}
+	if u.Status != nil {
+		args = append(args, strings.TrimSpace(*u.Status))
+		sets = append(sets, fmt.Sprintf("status = $%d", len(args)))
+	}
+	if u.Priority != nil {
+		args = append(args, strings.TrimSpace(*u.Priority))
+		sets = append(sets, fmt.Sprintf("priority = $%d", len(args)))
+	}
+	if u.Owner != nil {
+		args = append(args, nullableText(*u.Owner))
+		sets = append(sets, fmt.Sprintf("owner = $%d", len(args)))
+	}
+	if u.ClearDueDate {
+		sets = append(sets, "due_date = null")
+	} else if u.DueDate != nil {
+		args = append(args, *u.DueDate)
+		sets = append(sets, fmt.Sprintf("due_date = $%d", len(args)))
+	}
+	if u.ClearCompletedAt {
+		sets = append(sets, "completed_at = null")
+	} else if u.CompletedAt != nil {
+		args = append(args, *u.CompletedAt)
+		sets = append(sets, fmt.Sprintf("completed_at = $%d", len(args)))
+	}
+	if u.ReviewedBy != nil {
+		args = append(args, nullableText(*u.ReviewedBy))
+		sets = append(sets, fmt.Sprintf("reviewed_by = $%d", len(args)))
+	}
+	if u.MarkReviewed {
+		sets = append(sets, "last_reviewed_at = now()")
+	}
+	if u.ClearSupersedesPlanID {
+		sets = append(sets, "supersedes_plan_id = null")
+	} else if u.SupersedesPlanID != nil {
+		args = append(args, *u.SupersedesPlanID)
+		sets = append(sets, fmt.Sprintf("supersedes_plan_id = $%d", len(args)))
+	}
+	if u.Tags != nil {
+		args = append(args, *u.Tags)
+		sets = append(sets, fmt.Sprintf("tags = $%d", len(args)))
+	}
+
+	args = append(args, id)
+	query := fmt.Sprintf(
+		"update plans set %s where id = $%d returning%s",
+		strings.Join(sets, ", "), len(args), planColumns,
+	)
+
+	row := db.pool.QueryRow(ctx, query, args...)
+	plan, err := scanPlan(row)
+	if err != nil {
+		if err == pgx.ErrNoRows {
+			return ext.Plan{}, fmt.Errorf("plan not found: %d", id)
+		}
+		return ext.Plan{}, fmt.Errorf("update plan: %w", err)
+	}
+	return plan, nil
+}
+
+func (db *DB) DeletePlan(ctx context.Context, id int64) error {
+	tag, err := db.pool.Exec(ctx, `delete from plans where id = $1`, id)
+	if err != nil {
+		return fmt.Errorf("delete plan: %w", err)
+	}
+	if tag.RowsAffected() == 0 {
+		return fmt.Errorf("plan not found")
+	}
+	return nil
+}
+
+func (db *DB) ListPlans(ctx context.Context, filter ext.PlanFilter) ([]ext.Plan, error) {
+	args := make([]any, 0, 8)
+	conditions := make([]string, 0, 8)
+
+	if filter.ProjectID != nil {
+		args = append(args, *filter.ProjectID)
+		conditions = append(conditions, fmt.Sprintf("project_id = $%d", len(args)))
+	}
+	if v := strings.TrimSpace(filter.Status); v != "" {
+		args = append(args, v)
+		conditions = append(conditions, fmt.Sprintf("status = $%d", len(args)))
+	}
+	if v := strings.TrimSpace(filter.Priority); v != "" {
+		args = append(args, v)
+		conditions = append(conditions, fmt.Sprintf("priority = $%d", len(args)))
+	}
+	if v := strings.TrimSpace(filter.Owner); v != "" {
+		args = append(args, v)
+		conditions = append(conditions, fmt.Sprintf("owner = $%d", len(args)))
+	}
+	if v := strings.TrimSpace(filter.Tag); v != "" {
+		args = append(args, v)
+		conditions = append(conditions, fmt.Sprintf("$%d = any(tags)", len(args)))
+	}
+	if v := strings.TrimSpace(filter.Query); v != "" {
+		args = append(args, v)
+		conditions = append(conditions, fmt.Sprintf(
+			"to_tsvector('simple', title || ' ' || coalesce(description, '')) @@ websearch_to_tsquery('simple', $%d)", len(args)))
+	}
+
+	query := "select" + planColumns + " from plans"
+	if len(conditions) > 0 {
+		query += " where " + strings.Join(conditions, " and ")
+	}
+	query += " order by updated_at desc"
+	if filter.Limit > 0 {
+		args = append(args, filter.Limit)
+		query += fmt.Sprintf(" limit $%d", len(args))
+	}
+
+	return db.listPlansByQuery(ctx, query, args...)
+}
+
+// Dependencies
+
+func (db *DB) AddPlanDependency(ctx context.Context, planID, dependsOnPlanID int64) error {
+	_, err := db.pool.Exec(ctx, `
+		insert into plan_dependencies (plan_id, depends_on_plan_id)
+		values ($1, $2)
+		on conflict do nothing
+	`, planID, dependsOnPlanID)
+	if err != nil {
+		return fmt.Errorf("add plan dependency: %w", err)
+	}
+	return nil
+}
+
+func (db *DB) RemovePlanDependency(ctx context.Context, planID, dependsOnPlanID int64) error {
+	tag, err := db.pool.Exec(ctx, `
+		delete from plan_dependencies where plan_id = $1 and depends_on_plan_id = $2
+	`, planID, dependsOnPlanID)
+	if err != nil {
+		return fmt.Errorf("remove plan dependency: %w", err)
+	}
+	if tag.RowsAffected() == 0 {
+		return fmt.Errorf("plan dependency not found")
+	}
+	return nil
+}
+
+// Related Plans
+
+func (db *DB) AddRelatedPlan(ctx context.Context, planAID, planBID int64) error {
+	a, b := canonicalPlanPair(planAID, planBID)
+	_, err := db.pool.Exec(ctx, `
+		insert into plan_related_plans (plan_a_id, plan_b_id)
+		values ($1, $2)
+		on conflict do nothing
+	`, a, b)
+	if err != nil {
+		return fmt.Errorf("add related plan: %w", err)
+	}
+	return nil
+}
+
+func (db *DB) RemoveRelatedPlan(ctx context.Context, planAID, planBID int64) error {
+	a, b := canonicalPlanPair(planAID, planBID)
+	tag, err := db.pool.Exec(ctx, `
+		delete from plan_related_plans where plan_a_id = $1 and plan_b_id = $2
+	`, a, b)
+	if err != nil {
+		return fmt.Errorf("remove related plan: %w", err)
+	}
+	if tag.RowsAffected() == 0 {
+		return fmt.Errorf("related plan link not found")
+	}
+	return nil
+}
+
+// Plan Skills
+
+func (db *DB) AddPlanSkill(ctx context.Context, planID, skillID int64) error {
+	_, err := db.pool.Exec(ctx, `
+		insert into plan_skills (plan_id, skill_id) values ($1, $2) on conflict do nothing
+	`, planID, skillID)
+	if err != nil {
+		return fmt.Errorf("add plan skill: %w", err)
+	}
+	return nil
+}
+
+func (db *DB) RemovePlanSkill(ctx context.Context, planID, skillID int64) error {
+	tag, err := db.pool.Exec(ctx, `
+		delete from plan_skills where plan_id = $1 and skill_id = $2
+	`, planID, skillID)
+	if err != nil {
+		return fmt.Errorf("remove plan skill: %w", err)
+	}
+	if tag.RowsAffected() == 0 {
+		return fmt.Errorf("plan skill link not found")
+	}
+	return nil
+}
+
+func (db *DB) ListPlanSkills(ctx context.Context, planID int64) ([]ext.AgentSkill, error) {
+	rows, err := db.pool.Query(ctx, `
+		select s.id, s.name, s.description, s.content, s.tags::text[], s.created_at, s.updated_at
+		from agent_skills s
+		join plan_skills ps on ps.skill_id = s.id
+		where ps.plan_id = $1
+		order by s.name
+	`, planID)
+	if err != nil {
+		return nil, fmt.Errorf("list plan skills: %w", err)
+	}
+	defer rows.Close()
+
+	var skills []ext.AgentSkill
+	for rows.Next() {
+		var model generatedmodels.ModelPublicAgentSkills
+		var tags []string
+		if err := rows.Scan(&model.ID, &model.Name, &model.Description, &model.Content, &tags, &model.CreatedAt, &model.UpdatedAt); err != nil {
+			return nil, fmt.Errorf("scan plan skill: %w", err)
+		}
+		s := ext.AgentSkill{
+			ID:          model.ID.Int64(),
+			Name:        model.Name.String(),
+			Description: model.Description.String(),
+			Content:     model.Content.String(),
+			Tags:        tags,
+			CreatedAt:   model.CreatedAt.Time(),
+			UpdatedAt:   model.UpdatedAt.Time(),
+		}
+		if s.Tags == nil {
+			s.Tags = []string{}
+		}
+		skills = append(skills, s)
+	}
+	return skills, rows.Err()
+}
+
+// Plan Guardrails
+
+func (db *DB) AddPlanGuardrail(ctx context.Context, planID, guardrailID int64) error {
+	_, err := db.pool.Exec(ctx, `
+		insert into plan_guardrails (plan_id, guardrail_id) values ($1, $2) on conflict do nothing
+	`, planID, guardrailID)
+	if err != nil {
+		return fmt.Errorf("add plan guardrail: %w", err)
+	}
+	return nil
+}
+
+func (db *DB) RemovePlanGuardrail(ctx context.Context, planID, guardrailID int64) error {
+	tag, err := db.pool.Exec(ctx, `
+		delete from plan_guardrails where plan_id = $1 and guardrail_id = $2
+	`, planID, guardrailID)
+	if err != nil {
+		return fmt.Errorf("remove plan guardrail: %w", err)
+	}
+	if tag.RowsAffected() == 0 {
+		return fmt.Errorf("plan guardrail link not found")
+	}
+	return nil
+}
+
+func (db *DB) ListPlanGuardrails(ctx context.Context, planID int64) ([]ext.AgentGuardrail, error) {
+	rows, err := db.pool.Query(ctx, `
+		select g.id, g.name, g.description, g.content, g.severity, g.tags::text[], g.created_at, g.updated_at
+		from agent_guardrails g
+		join plan_guardrails pg on pg.guardrail_id = g.id
+		where pg.plan_id = $1
+		order by g.name
+	`, planID)
+	if err != nil {
+		return nil, fmt.Errorf("list plan guardrails: %w", err)
+	}
+	defer rows.Close()
+
+	var guardrails []ext.AgentGuardrail
+	for rows.Next() {
+		var model generatedmodels.ModelPublicAgentGuardrails
+		var tags []string
+		if err := rows.Scan(&model.ID, &model.Name, &model.Description, &model.Content, &model.Severity, &tags, &model.CreatedAt, &model.UpdatedAt); err != nil {
+			return nil, fmt.Errorf("scan plan guardrail: %w", err)
+		}
+		g := ext.AgentGuardrail{
+			ID:          model.ID.Int64(),
+			Name:        model.Name.String(),
+			Description: model.Description.String(),
+			Content:     model.Content.String(),
+			Severity:    model.Severity.String(),
+			Tags:        tags,
+			CreatedAt:   model.CreatedAt.Time(),
+			UpdatedAt:   model.UpdatedAt.Time(),
+		}
+		if g.Tags == nil {
+			g.Tags = []string{}
+		}
+		guardrails = append(guardrails, g)
+	}
+	return guardrails, rows.Err()
+}
+
+// helpers
+
+type planScanner interface {
+	Scan(dest ...any) error
+}
+
+func scanPlan(row planScanner) (ext.Plan, error) {
+	var model generatedmodels.ModelPublicPlans
+	var tags []string
+	err := row.Scan(
+		&model.ID,
+		&model.GUID,
+		&model.Title,
+		&model.Description,
+		&model.Status,
+		&model.Priority,
+		&model.ProjectID,
+		&model.Owner,
+		&model.DueDate,
+		&model.CompletedAt,
+		&model.ReviewedBy,
+		&model.LastReviewedAt,
+		&model.SupersedesPlanID,
+		&tags,
+		&model.CreatedAt,
+		&model.UpdatedAt,
+	)
+	if err != nil {
+		return ext.Plan{}, err
+	}
+	if tags == nil {
+		tags = []string{}
+	}
+	return planFromModel(model, tags), nil
+}
+
+func (db *DB) listPlansByQuery(ctx context.Context, query string, args ...any) ([]ext.Plan, error) {
+	rows, err := db.pool.Query(ctx, query, args...)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+
+	plans := make([]ext.Plan, 0)
+	for rows.Next() {
+		plan, err := scanPlan(rows)
+		if err != nil {
+			return nil, fmt.Errorf("scan plan: %w", err)
+		}
+		plans = append(plans, plan)
+	}
+	if err := rows.Err(); err != nil {
+		return nil, fmt.Errorf("iterate plans: %w", err)
+	}
+	return plans, nil
+}
+
+// canonicalPlanPair ensures the smaller ID is always plan_a_id to prevent duplicates.
+func canonicalPlanPair(a, b int64) (int64, int64) {
+	if a <= b {
+		return a, b
+	}
+	return b, a
+}
+
--- a/internal/store/projects.go
+++ b/internal/store/projects.go
@@ -8,6 +8,7 @@ import (
 	"github.com/google/uuid"
 	"github.com/jackc/pgx/v5"

+	"git.warky.dev/wdevs/amcs/internal/generatedmodels"
 	thoughttypes "git.warky.dev/wdevs/amcs/internal/types"
 )

@@ -15,14 +16,14 @@ func (db *DB) CreateProject(ctx context.Context, name, description string) (thou
 	row := db.pool.QueryRow(ctx, `
 		insert into projects (name, description)
 		values ($1, $2)
-		returning guid, name, description, created_at, last_active_at
+		returning id, guid, name, description, created_at, last_active_at
 	`, name, description)

-	var project thoughttypes.Project
-	if err := row.Scan(&project.ID, &project.Name, &project.Description, &project.CreatedAt, &project.LastActiveAt); err != nil {
+	var model generatedmodels.ModelPublicProjects
+	if err := row.Scan(&model.ID, &model.GUID, &model.Name, &model.Description, &model.CreatedAt, &model.LastActiveAt); err != nil {
 		return thoughttypes.Project{}, fmt.Errorf("create project: %w", err)
 	}
-	return project, nil
+	return projectFromModel(model), nil
 }

 func (db *DB) GetProject(ctx context.Context, nameOrID string) (thoughttypes.Project, error) {
@@ -45,7 +46,7 @@ func (db *DB) GetProject(ctx context.Context, nameOrID string) (thoughttypes.Pro

 func (db *DB) getProjectByGUID(ctx context.Context, id uuid.UUID) (thoughttypes.Project, error) {
 	row := db.pool.QueryRow(ctx, `
-		select guid, name, description, created_at, last_active_at
+		select id, guid, name, description, created_at, last_active_at
 		from projects
 		where guid = $1
 	`, id)
@@ -54,7 +55,7 @@ func (db *DB) getProjectByGUID(ctx context.Context, id uuid.UUID) (thoughttypes.

 func (db *DB) getProjectByName(ctx context.Context, name string) (thoughttypes.Project, error) {
 	row := db.pool.QueryRow(ctx, `
-		select guid, name, description, created_at, last_active_at
+		select id, guid, name, description, created_at, last_active_at
 		from projects
 		where name = $1
 	`, name)
@@ -62,22 +63,22 @@ func (db *DB) getProjectByName(ctx context.Context, name string) (thoughttypes.P
 }

 func scanProject(row pgx.Row) (thoughttypes.Project, error) {
-	var project thoughttypes.Project
-	if err := row.Scan(&project.ID, &project.Name, &project.Description, &project.CreatedAt, &project.LastActiveAt); err != nil {
+	var model generatedmodels.ModelPublicProjects
+	if err := row.Scan(&model.ID, &model.GUID, &model.Name, &model.Description, &model.CreatedAt, &model.LastActiveAt); err != nil {
 		if err == pgx.ErrNoRows {
 			return thoughttypes.Project{}, err
 		}
 		return thoughttypes.Project{}, fmt.Errorf("get project: %w", err)
 	}
-	return project, nil
+	return projectFromModel(model), nil
 }

 func (db *DB) ListProjects(ctx context.Context) ([]thoughttypes.ProjectSummary, error) {
 	rows, err := db.pool.Query(ctx, `
-		select p.guid, p.name, p.description, p.created_at, p.last_active_at, count(t.id) as thought_count
+		select p.id, p.guid, p.name, p.description, p.created_at, p.last_active_at, count(t.id) as thought_count
 		from projects p
-		left join thoughts t on t.project_id = p.guid and t.archived_at is null
-		group by p.guid, p.name, p.description, p.created_at, p.last_active_at
+		left join thoughts t on t.project_id = p.id and t.archived_at is null
+		group by p.id, p.guid, p.name, p.description, p.created_at, p.last_active_at
 		order by p.last_active_at desc, p.created_at desc
 	`)
 	if err != nil {
@@ -87,11 +88,15 @@ func (db *DB) ListProjects(ctx context.Context) ([]thoughttypes.ProjectSummary,

 	projects := make([]thoughttypes.ProjectSummary, 0)
 	for rows.Next() {
-		var project thoughttypes.ProjectSummary
-		if err := rows.Scan(&project.ID, &project.Name, &project.Description, &project.CreatedAt, &project.LastActiveAt, &project.ThoughtCount); err != nil {
+		var model generatedmodels.ModelPublicProjects
+		var thoughtCount int
+		if err := rows.Scan(&model.ID, &model.GUID, &model.Name, &model.Description, &model.CreatedAt, &model.LastActiveAt, &thoughtCount); err != nil {
 			return nil, fmt.Errorf("scan project summary: %w", err)
 		}
-		projects = append(projects, project)
+		projects = append(projects, thoughttypes.ProjectSummary{
+			Project:      projectFromModel(model),
+			ThoughtCount: thoughtCount,
+		})
 	}
 	if err := rows.Err(); err != nil {
 		return nil, fmt.Errorf("iterate projects: %w", err)
@@ -99,8 +104,8 @@ func (db *DB) ListProjects(ctx context.Context) ([]thoughttypes.ProjectSummary,
 	return projects, nil
 }

-func (db *DB) TouchProject(ctx context.Context, id uuid.UUID) error {
-	tag, err := db.pool.Exec(ctx, `update projects set last_active_at = now() where guid = $1`, id)
+func (db *DB) TouchProject(ctx context.Context, id int64) error {
+	tag, err := db.pool.Exec(ctx, `update projects set last_active_at = now() where id = $1`, id)
 	if err != nil {
 		return fmt.Errorf("touch project: %w", err)
 	}
--- a/internal/store/skills.go
+++ b/internal/store/skills.go
@@ -5,8 +5,7 @@ import (
 	"fmt"
 	"strings"

-	"github.com/google/uuid"
-
+	"git.warky.dev/wdevs/amcs/internal/generatedmodels"
 	ext "git.warky.dev/wdevs/amcs/internal/types"
 )

@@ -19,17 +18,22 @@ func (db *DB) AddSkill(ctx context.Context, skill ext.AgentSkill) (ext.AgentSkil
 	row := db.pool.QueryRow(ctx, `
 		insert into agent_skills (name, description, content, tags)
 		values ($1, $2, $3, $4)
-		returning id, created_at, updated_at
+		returning id, guid, created_at, updated_at
 	`, skill.Name, skill.Description, skill.Content, skill.Tags)

 	created := skill
-	if err := row.Scan(&created.ID, &created.CreatedAt, &created.UpdatedAt); err != nil {
+	var model generatedmodels.ModelPublicAgentSkills
+	if err := row.Scan(&model.ID, &model.GUID, &model.CreatedAt, &model.UpdatedAt); err != nil {
 		return ext.AgentSkill{}, fmt.Errorf("insert agent skill: %w", err)
 	}
+	created.ID = model.ID.Int64()
+	created.GUID = model.GUID.UUID()
+	created.CreatedAt = model.CreatedAt.Time()
+	created.UpdatedAt = model.UpdatedAt.Time()
 	return created, nil
 }

-func (db *DB) RemoveSkill(ctx context.Context, id uuid.UUID) error {
+func (db *DB) RemoveSkill(ctx context.Context, id int64) error {
 	tag, err := db.pool.Exec(ctx, `delete from agent_skills where id = $1`, id)
 	if err != nil {
 		return fmt.Errorf("delete agent skill: %w", err)
@@ -41,7 +45,7 @@ func (db *DB) RemoveSkill(ctx context.Context, id uuid.UUID) error {
 }

 func (db *DB) ListSkills(ctx context.Context, tag string) ([]ext.AgentSkill, error) {
-	q := `select id, name, description, content, tags, created_at, updated_at from agent_skills`
+	q := `select id, name, description, content, tags::text[], created_at, updated_at from agent_skills`
 	args := []any{}
 	if t := strings.TrimSpace(tag); t != "" {
 		args = append(args, t)
@@ -57,12 +61,20 @@ func (db *DB) ListSkills(ctx context.Context, tag string) ([]ext.AgentSkill, err

 	var skills []ext.AgentSkill
 	for rows.Next() {
-		var s ext.AgentSkill
-		var desc *string
-		if err := rows.Scan(&s.ID, &s.Name, &desc, &s.Content, &s.Tags, &s.CreatedAt, &s.UpdatedAt); err != nil {
+		var model generatedmodels.ModelPublicAgentSkills
+		var tags []string
+		if err := rows.Scan(&model.ID, &model.Name, &model.Description, &model.Content, &tags, &model.CreatedAt, &model.UpdatedAt); err != nil {
 			return nil, fmt.Errorf("scan agent skill: %w", err)
 		}
-		s.Description = strVal(desc)
+		s := ext.AgentSkill{
+			ID:          model.ID.Int64(),
+			Name:        model.Name.String(),
+			Description: model.Description.String(),
+			Content:     model.Content.String(),
+			Tags:        tags,
+			CreatedAt:   model.CreatedAt.Time(),
+			UpdatedAt:   model.UpdatedAt.Time(),
+		}
 		if s.Tags == nil {
 			s.Tags = []string{}
 		}
@@ -71,18 +83,26 @@ func (db *DB) ListSkills(ctx context.Context, tag string) ([]ext.AgentSkill, err
 	return skills, rows.Err()
 }

-func (db *DB) GetSkill(ctx context.Context, id uuid.UUID) (ext.AgentSkill, error) {
+func (db *DB) GetSkill(ctx context.Context, id int64) (ext.AgentSkill, error) {
 	row := db.pool.QueryRow(ctx, `
-		select id, name, description, content, tags, created_at, updated_at
+		select id, name, description, content, tags::text[], created_at, updated_at
 		from agent_skills where id = $1
 	`, id)

-	var s ext.AgentSkill
-	var desc *string
-	if err := row.Scan(&s.ID, &s.Name, &desc, &s.Content, &s.Tags, &s.CreatedAt, &s.UpdatedAt); err != nil {
+	var model generatedmodels.ModelPublicAgentSkills
+	var tags []string
+	if err := row.Scan(&model.ID, &model.Name, &model.Description, &model.Content, &tags, &model.CreatedAt, &model.UpdatedAt); err != nil {
 		return ext.AgentSkill{}, fmt.Errorf("get agent skill: %w", err)
 	}
-	s.Description = strVal(desc)
+	s := ext.AgentSkill{
+		ID:          model.ID.Int64(),
+		Name:        model.Name.String(),
+		Description: model.Description.String(),
+		Content:     model.Content.String(),
+		Tags:        tags,
+		CreatedAt:   model.CreatedAt.Time(),
+		UpdatedAt:   model.UpdatedAt.Time(),
+	}
 	if s.Tags == nil {
 		s.Tags = []string{}
 	}
@@ -101,17 +121,22 @@ func (db *DB) AddGuardrail(ctx context.Context, g ext.AgentGuardrail) (ext.Agent
 	row := db.pool.QueryRow(ctx, `
 		insert into agent_guardrails (name, description, content, severity, tags)
 		values ($1, $2, $3, $4, $5)
-		returning id, created_at, updated_at
+		returning id, guid, created_at, updated_at
 	`, g.Name, g.Description, g.Content, g.Severity, g.Tags)

 	created := g
-	if err := row.Scan(&created.ID, &created.CreatedAt, &created.UpdatedAt); err != nil {
+	var model generatedmodels.ModelPublicAgentGuardrails
+	if err := row.Scan(&model.ID, &model.GUID, &model.CreatedAt, &model.UpdatedAt); err != nil {
 		return ext.AgentGuardrail{}, fmt.Errorf("insert agent guardrail: %w", err)
 	}
+	created.ID = model.ID.Int64()
+	created.GUID = model.GUID.UUID()
+	created.CreatedAt = model.CreatedAt.Time()
+	created.UpdatedAt = model.UpdatedAt.Time()
 	return created, nil
 }

-func (db *DB) RemoveGuardrail(ctx context.Context, id uuid.UUID) error {
+func (db *DB) RemoveGuardrail(ctx context.Context, id int64) error {
 	tag, err := db.pool.Exec(ctx, `delete from agent_guardrails where id = $1`, id)
 	if err != nil {
 		return fmt.Errorf("delete agent guardrail: %w", err)
@@ -135,7 +160,7 @@ func (db *DB) ListGuardrails(ctx context.Context, tag, severity string) ([]ext.A
 		conditions = append(conditions, fmt.Sprintf("severity = $%d", len(args)))
 	}

-	q := `select id, name, description, content, severity, tags, created_at, updated_at from agent_guardrails`
+	q := `select id, name, description, content, severity, tags::text[], created_at, updated_at from agent_guardrails`
 	if len(conditions) > 0 {
 		q += " where " + strings.Join(conditions, " and ")
 	}
@@ -149,12 +174,21 @@ func (db *DB) ListGuardrails(ctx context.Context, tag, severity string) ([]ext.A

 	var guardrails []ext.AgentGuardrail
 	for rows.Next() {
-		var g ext.AgentGuardrail
-		var desc *string
-		if err := rows.Scan(&g.ID, &g.Name, &desc, &g.Content, &g.Severity, &g.Tags, &g.CreatedAt, &g.UpdatedAt); err != nil {
+		var model generatedmodels.ModelPublicAgentGuardrails
+		var tags []string
+		if err := rows.Scan(&model.ID, &model.Name, &model.Description, &model.Content, &model.Severity, &tags, &model.CreatedAt, &model.UpdatedAt); err != nil {
 			return nil, fmt.Errorf("scan agent guardrail: %w", err)
 		}
-		g.Description = strVal(desc)
+		g := ext.AgentGuardrail{
+			ID:          model.ID.Int64(),
+			Name:        model.Name.String(),
+			Description: model.Description.String(),
+			Content:     model.Content.String(),
+			Severity:    model.Severity.String(),
+			Tags:        tags,
+			CreatedAt:   model.CreatedAt.Time(),
+			UpdatedAt:   model.UpdatedAt.Time(),
+		}
 		if g.Tags == nil {
 			g.Tags = []string{}
 		}
@@ -163,18 +197,27 @@ func (db *DB) ListGuardrails(ctx context.Context, tag, severity string) ([]ext.A
 	return guardrails, rows.Err()
 }

-func (db *DB) GetGuardrail(ctx context.Context, id uuid.UUID) (ext.AgentGuardrail, error) {
+func (db *DB) GetGuardrail(ctx context.Context, id int64) (ext.AgentGuardrail, error) {
 	row := db.pool.QueryRow(ctx, `
-		select id, name, description, content, severity, tags, created_at, updated_at
+		select id, name, description, content, severity, tags::text[], created_at, updated_at
 		from agent_guardrails where id = $1
 	`, id)

-	var g ext.AgentGuardrail
-	var desc *string
-	if err := row.Scan(&g.ID, &g.Name, &desc, &g.Content, &g.Severity, &g.Tags, &g.CreatedAt, &g.UpdatedAt); err != nil {
+	var model generatedmodels.ModelPublicAgentGuardrails
+	var tags []string
+	if err := row.Scan(&model.ID, &model.Name, &model.Description, &model.Content, &model.Severity, &tags, &model.CreatedAt, &model.UpdatedAt); err != nil {
 		return ext.AgentGuardrail{}, fmt.Errorf("get agent guardrail: %w", err)
 	}
-	g.Description = strVal(desc)
+	g := ext.AgentGuardrail{
+		ID:          model.ID.Int64(),
+		Name:        model.Name.String(),
+		Description: model.Description.String(),
+		Content:     model.Content.String(),
+		Severity:    model.Severity.String(),
+		Tags:        tags,
+		CreatedAt:   model.CreatedAt.Time(),
+		UpdatedAt:   model.UpdatedAt.Time(),
+	}
 	if g.Tags == nil {
 		g.Tags = []string{}
 	}
@@ -183,7 +226,7 @@ func (db *DB) GetGuardrail(ctx context.Context, id uuid.UUID) (ext.AgentGuardrai

 // Project Skills

-func (db *DB) AddProjectSkill(ctx context.Context, projectID, skillID uuid.UUID) error {
+func (db *DB) AddProjectSkill(ctx context.Context, projectID, skillID int64) error {
 	_, err := db.pool.Exec(ctx, `
 		insert into project_skills (project_id, skill_id)
 		values ($1, $2)
@@ -195,7 +238,7 @@ func (db *DB) AddProjectSkill(ctx context.Context, projectID, skillID uuid.UUID)
 	return nil
 }

-func (db *DB) RemoveProjectSkill(ctx context.Context, projectID, skillID uuid.UUID) error {
+func (db *DB) RemoveProjectSkill(ctx context.Context, projectID, skillID int64) error {
 	tag, err := db.pool.Exec(ctx, `
 		delete from project_skills where project_id = $1 and skill_id = $2
 	`, projectID, skillID)
@@ -208,9 +251,9 @@ func (db *DB) RemoveProjectSkill(ctx context.Context, projectID, skillID uuid.UU
 	return nil
 }

-func (db *DB) ListProjectSkills(ctx context.Context, projectID uuid.UUID) ([]ext.AgentSkill, error) {
+func (db *DB) ListProjectSkills(ctx context.Context, projectID int64) ([]ext.AgentSkill, error) {
 	rows, err := db.pool.Query(ctx, `
-		select s.id, s.name, s.description, s.content, s.tags, s.created_at, s.updated_at
+		select s.id, s.name, s.description, s.content, s.tags::text[], s.created_at, s.updated_at
 		from agent_skills s
 		join project_skills ps on ps.skill_id = s.id
 		where ps.project_id = $1
@@ -223,12 +266,20 @@ func (db *DB) ListProjectSkills(ctx context.Context, projectID uuid.UUID) ([]ext

 	var skills []ext.AgentSkill
 	for rows.Next() {
-		var s ext.AgentSkill
-		var desc *string
-		if err := rows.Scan(&s.ID, &s.Name, &desc, &s.Content, &s.Tags, &s.CreatedAt, &s.UpdatedAt); err != nil {
+		var model generatedmodels.ModelPublicAgentSkills
+		var tags []string
+		if err := rows.Scan(&model.ID, &model.Name, &model.Description, &model.Content, &tags, &model.CreatedAt, &model.UpdatedAt); err != nil {
 			return nil, fmt.Errorf("scan project skill: %w", err)
 		}
-		s.Description = strVal(desc)
+		s := ext.AgentSkill{
+			ID:          model.ID.Int64(),
+			Name:        model.Name.String(),
+			Description: model.Description.String(),
+			Content:     model.Content.String(),
+			Tags:        tags,
+			CreatedAt:   model.CreatedAt.Time(),
+			UpdatedAt:   model.UpdatedAt.Time(),
+		}
 		if s.Tags == nil {
 			s.Tags = []string{}
 		}
@@ -239,7 +290,7 @@ func (db *DB) ListProjectSkills(ctx context.Context, projectID uuid.UUID) ([]ext

 // Project Guardrails

-func (db *DB) AddProjectGuardrail(ctx context.Context, projectID, guardrailID uuid.UUID) error {
+func (db *DB) AddProjectGuardrail(ctx context.Context, projectID, guardrailID int64) error {
 	_, err := db.pool.Exec(ctx, `
 		insert into project_guardrails (project_id, guardrail_id)
 		values ($1, $2)
@@ -251,7 +302,7 @@ func (db *DB) AddProjectGuardrail(ctx context.Context, projectID, guardrailID uu
 	return nil
 }

-func (db *DB) RemoveProjectGuardrail(ctx context.Context, projectID, guardrailID uuid.UUID) error {
+func (db *DB) RemoveProjectGuardrail(ctx context.Context, projectID, guardrailID int64) error {
 	tag, err := db.pool.Exec(ctx, `
 		delete from project_guardrails where project_id = $1 and guardrail_id = $2
 	`, projectID, guardrailID)
@@ -264,9 +315,9 @@ func (db *DB) RemoveProjectGuardrail(ctx context.Context, projectID, guardrailID
 	return nil
 }

-func (db *DB) ListProjectGuardrails(ctx context.Context, projectID uuid.UUID) ([]ext.AgentGuardrail, error) {
+func (db *DB) ListProjectGuardrails(ctx context.Context, projectID int64) ([]ext.AgentGuardrail, error) {
 	rows, err := db.pool.Query(ctx, `
-		select g.id, g.name, g.description, g.content, g.severity, g.tags, g.created_at, g.updated_at
+		select g.id, g.name, g.description, g.content, g.severity, g.tags::text[], g.created_at, g.updated_at
 		from agent_guardrails g
 		join project_guardrails pg on pg.guardrail_id = g.id
 		where pg.project_id = $1
@@ -279,12 +330,21 @@ func (db *DB) ListProjectGuardrails(ctx context.Context, projectID uuid.UUID) ([

 	var guardrails []ext.AgentGuardrail
 	for rows.Next() {
-		var g ext.AgentGuardrail
-		var desc *string
-		if err := rows.Scan(&g.ID, &g.Name, &desc, &g.Content, &g.Severity, &g.Tags, &g.CreatedAt, &g.UpdatedAt); err != nil {
+		var model generatedmodels.ModelPublicAgentGuardrails
+		var tags []string
+		if err := rows.Scan(&model.ID, &model.Name, &model.Description, &model.Content, &model.Severity, &tags, &model.CreatedAt, &model.UpdatedAt); err != nil {
 			return nil, fmt.Errorf("scan project guardrail: %w", err)
 		}
-		g.Description = strVal(desc)
+		g := ext.AgentGuardrail{
+			ID:          model.ID.Int64(),
+			Name:        model.Name.String(),
+			Description: model.Description.String(),
+			Content:     model.Content.String(),
+			Severity:    model.Severity.String(),
+			Tags:        tags,
+			CreatedAt:   model.CreatedAt.Time(),
+			UpdatedAt:   model.UpdatedAt.Time(),
+		}
 		if g.Tags == nil {
 			g.Tags = []string{}
 		}
--- a/internal/store/thoughts.go
+++ b/internal/store/thoughts.go
@@ -12,6 +12,7 @@ import (
 	"github.com/jackc/pgx/v5"
 	"github.com/pgvector/pgvector-go"

+	"git.warky.dev/wdevs/amcs/internal/generatedmodels"
 	thoughttypes "git.warky.dev/wdevs/amcs/internal/types"
 )

@@ -32,12 +33,12 @@ func (db *DB) InsertThought(ctx context.Context, thought thoughttypes.Thought, e
 	row := tx.QueryRow(ctx, `
 		insert into thoughts (content, metadata, project_id)
 		values ($1, $2::jsonb, $3)
-		returning guid, created_at, updated_at
+		returning id, guid, created_at, updated_at
 	`, thought.Content, metadata, thought.ProjectID)

 	created := thought
 	created.Embedding = nil
-	if err := row.Scan(&created.ID, &created.CreatedAt, &created.UpdatedAt); err != nil {
+	if err := row.Scan(&created.ID, &created.GUID, &created.CreatedAt, &created.UpdatedAt); err != nil {
 		return thoughttypes.Thought{}, fmt.Errorf("insert thought: %w", err)
 	}

@@ -131,7 +132,7 @@ func (db *DB) ListThoughts(ctx context.Context, filter thoughttypes.ListFilter)
 	}

 	query := `
-		select guid, content, metadata, project_id, archived_at, created_at, updated_at
+		select id, guid, content, metadata, project_id, archived_at, created_at, updated_at
 		from thoughts
 	`
 	if len(conditions) > 0 {
@@ -149,13 +150,13 @@ func (db *DB) ListThoughts(ctx context.Context, filter thoughttypes.ListFilter)

 	thoughts := make([]thoughttypes.Thought, 0, filter.Limit)
 	for rows.Next() {
-		var thought thoughttypes.Thought
-		var metadataBytes []byte
-		if err := rows.Scan(&thought.ID, &thought.Content, &metadataBytes, &thought.ProjectID, &thought.ArchivedAt, &thought.CreatedAt, &thought.UpdatedAt); err != nil {
+		var model generatedmodels.ModelPublicThoughts
+		if err := rows.Scan(&model.ID, &model.GUID, &model.Content, &model.Metadata, &model.ProjectID, &model.ArchivedAt, &model.CreatedAt, &model.UpdatedAt); err != nil {
 			return nil, fmt.Errorf("scan listed thought: %w", err)
 		}
-		if err := json.Unmarshal(metadataBytes, &thought.Metadata); err != nil {
-			return nil, fmt.Errorf("decode listed metadata: %w", err)
+		thought, err := thoughtFromModel(model)
+		if err != nil {
+			return nil, fmt.Errorf("map listed thought: %w", err)
 		}
 		thoughts = append(thoughts, thought)
 	}
@@ -217,28 +218,51 @@ func (db *DB) Stats(ctx context.Context) (thoughttypes.ThoughtStats, error) {

 func (db *DB) GetThought(ctx context.Context, id uuid.UUID) (thoughttypes.Thought, error) {
 	row := db.pool.QueryRow(ctx, `
-		select guid, content, metadata, project_id, archived_at, created_at, updated_at
+		select id, guid, content, metadata, project_id, archived_at, created_at, updated_at
 		from thoughts
 		where guid = $1
 	`, id)

-	var thought thoughttypes.Thought
-	var metadataBytes []byte
-	if err := row.Scan(&thought.ID, &thought.Content, &metadataBytes, &thought.ProjectID, &thought.ArchivedAt, &thought.CreatedAt, &thought.UpdatedAt); err != nil {
+	var model generatedmodels.ModelPublicThoughts
+	if err := row.Scan(&model.ID, &model.GUID, &model.Content, &model.Metadata, &model.ProjectID, &model.ArchivedAt, &model.CreatedAt, &model.UpdatedAt); err != nil {
 		if err == pgx.ErrNoRows {
 			return thoughttypes.Thought{}, err
 		}
 		return thoughttypes.Thought{}, fmt.Errorf("get thought: %w", err)
 	}

-	if err := json.Unmarshal(metadataBytes, &thought.Metadata); err != nil {
-		return thoughttypes.Thought{}, fmt.Errorf("decode thought metadata: %w", err)
+	thought, err := thoughtFromModel(model)
+	if err != nil {
+		return thoughttypes.Thought{}, fmt.Errorf("map thought: %w", err)
 	}

 	return thought, nil
 }

-func (db *DB) UpdateThought(ctx context.Context, id uuid.UUID, content string, embedding []float32, embeddingModel string, metadata thoughttypes.ThoughtMetadata, projectID *uuid.UUID) (thoughttypes.Thought, error) {
+func (db *DB) GetThoughtByID(ctx context.Context, id int64) (thoughttypes.Thought, error) {
+	row := db.pool.QueryRow(ctx, `
+		select id, guid, content, metadata, project_id, archived_at, created_at, updated_at
+		from thoughts
+		where id = $1
+	`, id)
+
+	var model generatedmodels.ModelPublicThoughts
+	if err := row.Scan(&model.ID, &model.GUID, &model.Content, &model.Metadata, &model.ProjectID, &model.ArchivedAt, &model.CreatedAt, &model.UpdatedAt); err != nil {
+		if err == pgx.ErrNoRows {
+			return thoughttypes.Thought{}, err
+		}
+		return thoughttypes.Thought{}, fmt.Errorf("get thought by id: %w", err)
+	}
+
+	thought, err := thoughtFromModel(model)
+	if err != nil {
+		return thoughttypes.Thought{}, fmt.Errorf("map thought: %w", err)
+	}
+
+	return thought, nil
+}
+
+func (db *DB) UpdateThought(ctx context.Context, id uuid.UUID, content string, embedding []float32, embeddingModel string, metadata thoughttypes.ThoughtMetadata, projectID *int64) (thoughttypes.Thought, error) {
 	metadataBytes, err := json.Marshal(metadata)
 	if err != nil {
 		return thoughttypes.Thought{}, fmt.Errorf("marshal updated metadata: %w", err)
@@ -270,7 +294,7 @@ func (db *DB) UpdateThought(ctx context.Context, id uuid.UUID, content string, e
 	if len(embedding) > 0 && embeddingModel != "" {
 		if _, err := tx.Exec(ctx, `
 			insert into embeddings (thought_id, model, dim, embedding)
-			values ($1, $2, $3, $4)
+			select id, $2, $3, $4 from thoughts where guid = $1
 			on conflict (thought_id, model) do update
 				set embedding = excluded.embedding,
 				    dim = excluded.dim,
@@ -287,7 +311,7 @@ func (db *DB) UpdateThought(ctx context.Context, id uuid.UUID, content string, e
 	return db.GetThought(ctx, id)
 }

-func (db *DB) UpdateThoughtMetadata(ctx context.Context, id uuid.UUID, metadata thoughttypes.ThoughtMetadata) (thoughttypes.Thought, error) {
+func (db *DB) UpdateThoughtMetadata(ctx context.Context, id int64, metadata thoughttypes.ThoughtMetadata) (thoughttypes.Thought, error) {
 	metadataBytes, err := json.Marshal(metadata)
 	if err != nil {
 		return thoughttypes.Thought{}, fmt.Errorf("marshal updated metadata: %w", err)
@@ -297,7 +321,7 @@ func (db *DB) UpdateThoughtMetadata(ctx context.Context, id uuid.UUID, metadata
 		update thoughts
 		set metadata = $2::jsonb,
 		    updated_at = now()
-		where guid = $1
+		where id = $1
 	`, id, metadataBytes)
 	if err != nil {
 		return thoughttypes.Thought{}, fmt.Errorf("update thought metadata: %w", err)
@@ -306,7 +330,7 @@ func (db *DB) UpdateThoughtMetadata(ctx context.Context, id uuid.UUID, metadata
 		return thoughttypes.Thought{}, pgx.ErrNoRows
 	}

-	return db.GetThought(ctx, id)
+	return db.GetThoughtByID(ctx, id)
 }

 func (db *DB) DeleteThought(ctx context.Context, id uuid.UUID) error {
@@ -331,7 +355,7 @@ func (db *DB) ArchiveThought(ctx context.Context, id uuid.UUID) error {
 	return nil
 }

-func (db *DB) RecentThoughts(ctx context.Context, projectID *uuid.UUID, limit int, days int) ([]thoughttypes.Thought, error) {
+func (db *DB) RecentThoughts(ctx context.Context, projectID *int64, limit int, days int) ([]thoughttypes.Thought, error) {
 	filter := thoughttypes.ListFilter{
 		Limit:           limit,
 		ProjectID:       projectID,
@@ -341,7 +365,7 @@ func (db *DB) RecentThoughts(ctx context.Context, projectID *uuid.UUID, limit in
 	return db.ListThoughts(ctx, filter)
 }

-func (db *DB) ListThoughtsPendingMetadataRetry(ctx context.Context, limit int, projectID *uuid.UUID, includeArchived bool, olderThanDays int) ([]thoughttypes.Thought, error) {
+func (db *DB) ListThoughtsPendingMetadataRetry(ctx context.Context, limit int, projectID *int64, includeArchived bool, olderThanDays int) ([]thoughttypes.Thought, error) {
 	args := make([]any, 0, 4)
 	conditions := []string{
 		"(metadata->>'metadata_status' = 'pending' or metadata->>'metadata_status' = 'failed')",
@@ -360,7 +384,7 @@ func (db *DB) ListThoughtsPendingMetadataRetry(ctx context.Context, limit int, p
 	}

 	query := `
-		select guid, content, metadata, project_id, archived_at, created_at, updated_at
+		select id, guid, content, metadata, project_id, archived_at, created_at, updated_at
 		from thoughts
 		where ` + strings.Join(conditions, " and ")

@@ -375,12 +399,12 @@ func (db *DB) ListThoughtsPendingMetadataRetry(ctx context.Context, limit int, p

 	thoughts := make([]thoughttypes.Thought, 0, limit)
 	for rows.Next() {
-		var thought thoughttypes.Thought
-		var metadataBytes []byte
-		if err := rows.Scan(&thought.ID, &thought.Content, &metadataBytes, &thought.ProjectID, &thought.ArchivedAt, &thought.CreatedAt, &thought.UpdatedAt); err != nil {
+		var model generatedmodels.ModelPublicThoughts
+		if err := rows.Scan(&model.ID, &model.GUID, &model.Content, &model.Metadata, &model.ProjectID, &model.ArchivedAt, &model.CreatedAt, &model.UpdatedAt); err != nil {
 			return nil, fmt.Errorf("scan pending metadata retry thought: %w", err)
 		}
-		if err := json.Unmarshal(metadataBytes, &thought.Metadata); err != nil {
+		thought, err := thoughtFromModel(model)
+		if err != nil {
 			return nil, fmt.Errorf("decode pending metadata retry thought: %w", err)
 		}
 		thoughts = append(thoughts, thought)
@@ -393,7 +417,7 @@ func (db *DB) ListThoughtsPendingMetadataRetry(ctx context.Context, limit int, p
 	return thoughts, nil
 }

-func (db *DB) SearchSimilarThoughts(ctx context.Context, embedding []float32, embeddingModel string, threshold float64, limit int, projectID *uuid.UUID, excludeID *uuid.UUID) ([]thoughttypes.SearchResult, error) {
+func (db *DB) SearchSimilarThoughts(ctx context.Context, embedding []float32, embeddingModel string, threshold float64, limit int, projectID *int64, excludeID *uuid.UUID) ([]thoughttypes.SearchResult, error) {
 	args := []any{pgvector.NewVector(embedding), threshold, embeddingModel}
 	conditions := []string{
 		"t.archived_at is null",
@@ -411,9 +435,9 @@ func (db *DB) SearchSimilarThoughts(ctx context.Context, embedding []float32, em
 	args = append(args, limit)

 	query := `
-		select t.guid, t.content, t.metadata, 1 - (e.embedding <=> $1) as similarity, t.created_at
+		select t.id, t.content, t.metadata, 1 - (e.embedding <=> $1) as similarity, t.created_at
 		from thoughts t
-		join embeddings e on e.thought_id = t.guid
+		join embeddings e on e.thought_id = t.id
 		where ` + strings.Join(conditions, " and ") + fmt.Sprintf(`
 		order by e.embedding <=> $1
 		limit $%d`, len(args))
@@ -442,7 +466,7 @@ func (db *DB) SearchSimilarThoughts(ctx context.Context, embedding []float32, em
 	return results, nil
 }

-func (db *DB) HasEmbeddingsForModel(ctx context.Context, model string, projectID *uuid.UUID) (bool, error) {
+func (db *DB) HasEmbeddingsForModel(ctx context.Context, model string, projectID *int64) (bool, error) {
 	args := []any{model}
 	conditions := []string{
 		"e.model = $1",
@@ -453,7 +477,7 @@ func (db *DB) HasEmbeddingsForModel(ctx context.Context, model string, projectID
 		conditions = append(conditions, fmt.Sprintf("t.project_id = $%d", len(args)))
 	}

-	query := `select exists(select 1 from embeddings e join thoughts t on t.guid = e.thought_id where ` +
+	query := `select exists(select 1 from embeddings e join thoughts t on t.id = e.thought_id where ` +
 		strings.Join(conditions, " and ") + `)`

 	var exists bool
@@ -463,7 +487,7 @@ func (db *DB) HasEmbeddingsForModel(ctx context.Context, model string, projectID
 	return exists, nil
 }

-func (db *DB) ListThoughtsMissingEmbedding(ctx context.Context, model string, limit int, projectID *uuid.UUID, includeArchived bool, olderThanDays int) ([]thoughttypes.Thought, error) {
+func (db *DB) ListThoughtsMissingEmbedding(ctx context.Context, model string, limit int, projectID *int64, includeArchived bool, olderThanDays int) ([]thoughttypes.Thought, error) {
 	args := []any{model}
 	conditions := []string{"e.id is null"}

@@ -481,9 +505,9 @@ func (db *DB) ListThoughtsMissingEmbedding(ctx context.Context, model string, li
 	args = append(args, limit)

 	query := `
-		select t.guid, t.content, t.metadata, t.project_id, t.archived_at, t.created_at, t.updated_at
+		select t.id, t.guid, t.content, t.metadata, t.project_id, t.archived_at, t.created_at, t.updated_at
 		from thoughts t
-		left join embeddings e on e.thought_id = t.guid and e.model = $1
+		left join embeddings e on e.thought_id = t.id and e.model = $1
 		where ` + strings.Join(conditions, " and ") + `
 		order by t.created_at asc
 		limit $` + fmt.Sprintf("%d", len(args))
@@ -496,12 +520,12 @@ func (db *DB) ListThoughtsMissingEmbedding(ctx context.Context, model string, li

 	thoughts := make([]thoughttypes.Thought, 0, limit)
 	for rows.Next() {
-		var thought thoughttypes.Thought
-		var metadataBytes []byte
-		if err := rows.Scan(&thought.ID, &thought.Content, &metadataBytes, &thought.ProjectID, &thought.ArchivedAt, &thought.CreatedAt, &thought.UpdatedAt); err != nil {
+		var model generatedmodels.ModelPublicThoughts
+		if err := rows.Scan(&model.ID, &model.GUID, &model.Content, &model.Metadata, &model.ProjectID, &model.ArchivedAt, &model.CreatedAt, &model.UpdatedAt); err != nil {
 			return nil, fmt.Errorf("scan missing-embedding thought: %w", err)
 		}
-		if err := json.Unmarshal(metadataBytes, &thought.Metadata); err != nil {
+		thought, err := thoughtFromModel(model)
+		if err != nil {
 			return nil, fmt.Errorf("decode missing-embedding metadata: %w", err)
 		}
 		thoughts = append(thoughts, thought)
@@ -512,7 +536,7 @@ func (db *DB) ListThoughtsMissingEmbedding(ctx context.Context, model string, li
 	return thoughts, nil
 }

-func (db *DB) ListThoughtsForMetadataReparse(ctx context.Context, limit int, projectID *uuid.UUID, includeArchived bool, olderThanDays int) ([]thoughttypes.Thought, error) {
+func (db *DB) ListThoughtsForMetadataReparse(ctx context.Context, limit int, projectID *int64, includeArchived bool, olderThanDays int) ([]thoughttypes.Thought, error) {
 	args := make([]any, 0, 3)
 	conditions := make([]string, 0, 4)

@@ -530,7 +554,7 @@ func (db *DB) ListThoughtsForMetadataReparse(ctx context.Context, limit int, pro
 	args = append(args, limit)

 	query := `
-		select guid, content, metadata, project_id, archived_at, created_at, updated_at
+		select id, guid, content, metadata, project_id, archived_at, created_at, updated_at
 		from thoughts
 	`
 	if len(conditions) > 0 {
@@ -546,12 +570,12 @@ func (db *DB) ListThoughtsForMetadataReparse(ctx context.Context, limit int, pro

 	thoughts := make([]thoughttypes.Thought, 0, limit)
 	for rows.Next() {
-		var thought thoughttypes.Thought
-		var metadataBytes []byte
-		if err := rows.Scan(&thought.ID, &thought.Content, &metadataBytes, &thought.ProjectID, &thought.ArchivedAt, &thought.CreatedAt, &thought.UpdatedAt); err != nil {
+		var model generatedmodels.ModelPublicThoughts
+		if err := rows.Scan(&model.ID, &model.GUID, &model.Content, &model.Metadata, &model.ProjectID, &model.ArchivedAt, &model.CreatedAt, &model.UpdatedAt); err != nil {
 			return nil, fmt.Errorf("scan metadata-reparse thought: %w", err)
 		}
-		if err := json.Unmarshal(metadataBytes, &thought.Metadata); err != nil {
+		thought, err := thoughtFromModel(model)
+		if err != nil {
 			return nil, fmt.Errorf("decode metadata-reparse thought metadata: %w", err)
 		}
 		thoughts = append(thoughts, thought)
@@ -563,7 +587,7 @@ func (db *DB) ListThoughtsForMetadataReparse(ctx context.Context, limit int, pro
 	return thoughts, nil
 }

-func (db *DB) UpsertEmbedding(ctx context.Context, thoughtID uuid.UUID, model string, embedding []float32) error {
+func (db *DB) UpsertEmbedding(ctx context.Context, thoughtID int64, model string, embedding []float32) error {
 	_, err := db.pool.Exec(ctx, `
 		insert into embeddings (thought_id, model, dim, embedding)
 		values ($1, $2, $3, $4)
@@ -578,7 +602,7 @@ func (db *DB) UpsertEmbedding(ctx context.Context, thoughtID uuid.UUID, model st
 	return nil
 }

-func (db *DB) SearchThoughtsText(ctx context.Context, query string, limit int, projectID *uuid.UUID, excludeID *uuid.UUID) ([]thoughttypes.SearchResult, error) {
+func (db *DB) SearchThoughtsText(ctx context.Context, query string, limit int, projectID *int64, excludeID *uuid.UUID) ([]thoughttypes.SearchResult, error) {
 	args := []any{query}
 	conditions := []string{
 		"t.archived_at is null",
@@ -595,11 +619,11 @@ func (db *DB) SearchThoughtsText(ctx context.Context, query string, limit int, p
 	args = append(args, limit)

 	q := `
-		select t.guid, t.content, t.metadata,
+		select t.id, t.content, t.metadata,
 		       ts_rank_cd(to_tsvector('simple', t.content) || to_tsvector('simple', coalesce(p.name, '')), websearch_to_tsquery('simple', $1)) as similarity,
 		       t.created_at
 		from thoughts t
-		left join projects p on t.project_id = p.guid
+		left join projects p on t.project_id = p.id
 		where ` + strings.Join(conditions, " and ") + `
 		order by similarity desc
 		limit $` + fmt.Sprintf("%d", len(args))
--- a/internal/store/tool_annotations.go
+++ b/internal/store/tool_annotations.go
@@ -3,6 +3,8 @@ package store
 import (
 	"context"
 	"fmt"
+
+	"git.warky.dev/wdevs/amcs/internal/generatedmodels"
 )

 func (db *DB) UpsertToolAnnotation(ctx context.Context, toolName, notes string) error {
@@ -28,11 +30,11 @@ func (db *DB) GetToolAnnotations(ctx context.Context) (map[string]string, error)

 	annotations := make(map[string]string)
 	for rows.Next() {
-		var toolName, notes string
-		if err := rows.Scan(&toolName, &notes); err != nil {
+		var model generatedmodels.ModelPublicToolAnnotations
+		if err := rows.Scan(&model.ToolName, &model.Notes); err != nil {
 			return nil, fmt.Errorf("scan tool annotation: %w", err)
 		}
-		annotations[toolName] = notes
+		annotations[model.ToolName.String()] = model.Notes.String()
 	}
 	return annotations, rows.Err()
 }
--- a/internal/tools/backfill.go
+++ b/internal/tools/backfill.go
@@ -2,11 +2,11 @@ package tools

 import (
 	"context"
+	"fmt"
 	"log/slog"
 	"sync"
 	"time"

-	"github.com/google/uuid"
 	"github.com/modelcontextprotocol/go-sdk/mcp"
 	"golang.org/x/sync/semaphore"

@@ -53,11 +53,12 @@ func NewBackfillTool(db *store.DB, embeddings *ai.EmbeddingRunner, sessions *ses

 // QueueThought queues a single thought for background embedding generation.
 // It is used by capture when the embedding provider is temporarily unavailable.
-func (t *BackfillTool) QueueThought(ctx context.Context, id uuid.UUID, content string) {
+func (t *BackfillTool) QueueThought(ctx context.Context, id int64, content string) {
 	go func() {
 		started := time.Now()
+		idStr := fmt.Sprint(id)
 		t.logger.Info("background embedding started",
-			slog.String("thought_id", id.String()),
+			slog.String("thought_id", idStr),
 			slog.String("provider", t.embeddings.PrimaryProvider()),
 			slog.String("model", t.embeddings.PrimaryModel()),
 		)
@@ -65,7 +66,7 @@ func (t *BackfillTool) QueueThought(ctx context.Context, id uuid.UUID, content s
 		result, err := t.embeddings.Embed(ctx, content)
 		if err != nil {
 			t.logger.Warn("background embedding error",
-				slog.String("thought_id", id.String()),
+				slog.String("thought_id", idStr),
 				slog.String("provider", t.embeddings.PrimaryProvider()),
 				slog.String("model", t.embeddings.PrimaryModel()),
 				slog.String("stage", "embed"),
@@ -76,7 +77,7 @@ func (t *BackfillTool) QueueThought(ctx context.Context, id uuid.UUID, content s
 		}
 		if err := t.store.UpsertEmbedding(ctx, id, result.Model, result.Vector); err != nil {
 			t.logger.Warn("background embedding error",
-				slog.String("thought_id", id.String()),
+				slog.String("thought_id", idStr),
 				slog.String("provider", t.embeddings.PrimaryProvider()),
 				slog.String("model", result.Model),
 				slog.String("stage", "upsert"),
@@ -86,7 +87,7 @@ func (t *BackfillTool) QueueThought(ctx context.Context, id uuid.UUID, content s
 			return
 		}
 		t.logger.Info("background embedding complete",
-			slog.String("thought_id", id.String()),
+			slog.String("thought_id", idStr),
 			slog.String("provider", t.embeddings.PrimaryProvider()),
 			slog.String("model", result.Model),
 			slog.Duration("duration", time.Since(started)),
@@ -105,9 +106,9 @@ func (t *BackfillTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in
 		return nil, BackfillOutput{}, err
 	}

-	var projectID *uuid.UUID
+	var projectID *int64
 	if project != nil {
-		projectID = &project.ID
+		projectID = &project.NumericID
 	}

 	primaryModel := t.embeddings.PrimaryModel()
@@ -140,24 +141,25 @@ func (t *BackfillTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in
 			break
 		}
 		wg.Add(1)
-		go func(id uuid.UUID, content string) {
+		go func(id int64, content string) {
 			defer wg.Done()
 			defer sem.Release(1)

+			idStr := fmt.Sprint(id)
 			result, embedErr := t.embeddings.Embed(ctx, content)
 			if embedErr != nil {
 				mu.Lock()
-				out.Failures = append(out.Failures, BackfillFailure{ID: id.String(), Error: embedErr.Error()})
+				out.Failures = append(out.Failures, BackfillFailure{ID: idStr, Error: embedErr.Error()})
 				mu.Unlock()
-				t.logger.Warn("backfill embed failed", slog.String("thought_id", id.String()), slog.String("error", embedErr.Error()))
+				t.logger.Warn("backfill embed failed", slog.String("thought_id", idStr), slog.String("error", embedErr.Error()))
 				return
 			}

 			if upsertErr := t.store.UpsertEmbedding(ctx, id, result.Model, result.Vector); upsertErr != nil {
 				mu.Lock()
-				out.Failures = append(out.Failures, BackfillFailure{ID: id.String(), Error: upsertErr.Error()})
+				out.Failures = append(out.Failures, BackfillFailure{ID: idStr, Error: upsertErr.Error()})
 				mu.Unlock()
-				t.logger.Warn("backfill upsert failed", slog.String("thought_id", id.String()), slog.String("error", upsertErr.Error()))
+				t.logger.Warn("backfill upsert failed", slog.String("thought_id", idStr), slog.String("error", upsertErr.Error()))
 				return
 			}

--- a/internal/tools/calendar.go
+++ b/internal/tools/calendar.go
@@ -1,212 +1,212 @@
 package tools

-import (
-	"context"
-	"strings"
-	"time"
+// import (
+// 	"context"
+// 	"strings"
+// 	"time"

-	"github.com/google/uuid"
-	"github.com/modelcontextprotocol/go-sdk/mcp"
+// 	"github.com/google/uuid"
+// 	"github.com/modelcontextprotocol/go-sdk/mcp"

-	"git.warky.dev/wdevs/amcs/internal/store"
-	ext "git.warky.dev/wdevs/amcs/internal/types"
-)
+// 	"git.warky.dev/wdevs/amcs/internal/store"
+// 	ext "git.warky.dev/wdevs/amcs/internal/types"
+// )

-type CalendarTool struct {
-	store *store.DB
-}
+// type CalendarTool struct {
+// 	store *store.DB
+// }

-func NewCalendarTool(db *store.DB) *CalendarTool {
-	return &CalendarTool{store: db}
-}
+// func NewCalendarTool(db *store.DB) *CalendarTool {
+// 	return &CalendarTool{store: db}
+// }

-// add_family_member
+// // add_family_member

-type AddFamilyMemberInput struct {
-	Name         string     `json:"name" jsonschema:"person's name"`
-	Relationship string     `json:"relationship,omitempty" jsonschema:"e.g. self, spouse, child, parent"`
-	BirthDate    *time.Time `json:"birth_date,omitempty"`
-	Notes        string     `json:"notes,omitempty"`
-}
+// type AddFamilyMemberInput struct {
+// 	Name         string     `json:"name" jsonschema:"person's name"`
+// 	Relationship string     `json:"relationship,omitempty" jsonschema:"e.g. self, spouse, child, parent"`
+// 	BirthDate    *time.Time `json:"birth_date,omitempty"`
+// 	Notes        string     `json:"notes,omitempty"`
+// }

-type AddFamilyMemberOutput struct {
-	Member ext.FamilyMember `json:"member"`
-}
+// type AddFamilyMemberOutput struct {
+// 	Member ext.FamilyMember `json:"member"`
+// }

-func (t *CalendarTool) AddMember(ctx context.Context, _ *mcp.CallToolRequest, in AddFamilyMemberInput) (*mcp.CallToolResult, AddFamilyMemberOutput, error) {
-	if strings.TrimSpace(in.Name) == "" {
-		return nil, AddFamilyMemberOutput{}, errRequiredField("name")
-	}
-	member, err := t.store.AddFamilyMember(ctx, ext.FamilyMember{
-		Name:         strings.TrimSpace(in.Name),
-		Relationship: strings.TrimSpace(in.Relationship),
-		BirthDate:    in.BirthDate,
-		Notes:        strings.TrimSpace(in.Notes),
-	})
-	if err != nil {
-		return nil, AddFamilyMemberOutput{}, err
-	}
-	return nil, AddFamilyMemberOutput{Member: member}, nil
-}
+// func (t *CalendarTool) AddMember(ctx context.Context, _ *mcp.CallToolRequest, in AddFamilyMemberInput) (*mcp.CallToolResult, AddFamilyMemberOutput, error) {
+// 	if strings.TrimSpace(in.Name) == "" {
+// 		return nil, AddFamilyMemberOutput{}, errRequiredField("name")
+// 	}
+// 	member, err := t.store.AddFamilyMember(ctx, ext.FamilyMember{
+// 		Name:         strings.TrimSpace(in.Name),
+// 		Relationship: strings.TrimSpace(in.Relationship),
+// 		BirthDate:    in.BirthDate,
+// 		Notes:        strings.TrimSpace(in.Notes),
+// 	})
+// 	if err != nil {
+// 		return nil, AddFamilyMemberOutput{}, err
+// 	}
+// 	return nil, AddFamilyMemberOutput{Member: member}, nil
+// }

-// list_family_members
+// // list_family_members

-type ListFamilyMembersInput struct{}
+// type ListFamilyMembersInput struct{}

-type ListFamilyMembersOutput struct {
-	Members []ext.FamilyMember `json:"members"`
-}
+// type ListFamilyMembersOutput struct {
+// 	Members []ext.FamilyMember `json:"members"`
+// }

-func (t *CalendarTool) ListMembers(ctx context.Context, _ *mcp.CallToolRequest, _ ListFamilyMembersInput) (*mcp.CallToolResult, ListFamilyMembersOutput, error) {
-	members, err := t.store.ListFamilyMembers(ctx)
-	if err != nil {
-		return nil, ListFamilyMembersOutput{}, err
-	}
-	if members == nil {
-		members = []ext.FamilyMember{}
-	}
-	return nil, ListFamilyMembersOutput{Members: members}, nil
-}
+// func (t *CalendarTool) ListMembers(ctx context.Context, _ *mcp.CallToolRequest, _ ListFamilyMembersInput) (*mcp.CallToolResult, ListFamilyMembersOutput, error) {
+// 	members, err := t.store.ListFamilyMembers(ctx)
+// 	if err != nil {
+// 		return nil, ListFamilyMembersOutput{}, err
+// 	}
+// 	if members == nil {
+// 		members = []ext.FamilyMember{}
+// 	}
+// 	return nil, ListFamilyMembersOutput{Members: members}, nil
+// }

-// add_activity
+// // add_activity

-type AddActivityInput struct {
-	Title          string     `json:"title" jsonschema:"activity title"`
-	ActivityType   string     `json:"activity_type,omitempty" jsonschema:"e.g. sports, medical, school, social"`
-	FamilyMemberID *uuid.UUID `json:"family_member_id,omitempty" jsonschema:"leave empty for whole-family activities"`
-	DayOfWeek      string     `json:"day_of_week,omitempty" jsonschema:"for recurring: monday, tuesday, etc."`
-	StartTime      string     `json:"start_time,omitempty" jsonschema:"HH:MM format"`
-	EndTime        string     `json:"end_time,omitempty" jsonschema:"HH:MM format"`
-	StartDate      *time.Time `json:"start_date,omitempty"`
-	EndDate        *time.Time `json:"end_date,omitempty" jsonschema:"for recurring activities, when they end"`
-	Location       string     `json:"location,omitempty"`
-	Notes          string     `json:"notes,omitempty"`
-}
+// type AddActivityInput struct {
+// 	Title          string     `json:"title" jsonschema:"activity title"`
+// 	ActivityType   string     `json:"activity_type,omitempty" jsonschema:"e.g. sports, medical, school, social"`
+// 	FamilyMemberID *uuid.UUID `json:"family_member_id,omitempty" jsonschema:"leave empty for whole-family activities"`
+// 	DayOfWeek      string     `json:"day_of_week,omitempty" jsonschema:"for recurring: monday, tuesday, etc."`
+// 	StartTime      string     `json:"start_time,omitempty" jsonschema:"HH:MM format"`
+// 	EndTime        string     `json:"end_time,omitempty" jsonschema:"HH:MM format"`
+// 	StartDate      *time.Time `json:"start_date,omitempty"`
+// 	EndDate        *time.Time `json:"end_date,omitempty" jsonschema:"for recurring activities, when they end"`
+// 	Location       string     `json:"location,omitempty"`
+// 	Notes          string     `json:"notes,omitempty"`
+// }

-type AddActivityOutput struct {
-	Activity ext.Activity `json:"activity"`
-}
+// type AddActivityOutput struct {
+// 	Activity ext.Activity `json:"activity"`
+// }

-func (t *CalendarTool) AddActivity(ctx context.Context, _ *mcp.CallToolRequest, in AddActivityInput) (*mcp.CallToolResult, AddActivityOutput, error) {
-	if strings.TrimSpace(in.Title) == "" {
-		return nil, AddActivityOutput{}, errRequiredField("title")
-	}
-	activity, err := t.store.AddActivity(ctx, ext.Activity{
-		FamilyMemberID: in.FamilyMemberID,
-		Title:          strings.TrimSpace(in.Title),
-		ActivityType:   strings.TrimSpace(in.ActivityType),
-		DayOfWeek:      strings.ToLower(strings.TrimSpace(in.DayOfWeek)),
-		StartTime:      strings.TrimSpace(in.StartTime),
-		EndTime:        strings.TrimSpace(in.EndTime),
-		StartDate:      in.StartDate,
-		EndDate:        in.EndDate,
-		Location:       strings.TrimSpace(in.Location),
-		Notes:          strings.TrimSpace(in.Notes),
-	})
-	if err != nil {
-		return nil, AddActivityOutput{}, err
-	}
-	return nil, AddActivityOutput{Activity: activity}, nil
-}
+// func (t *CalendarTool) AddActivity(ctx context.Context, _ *mcp.CallToolRequest, in AddActivityInput) (*mcp.CallToolResult, AddActivityOutput, error) {
+// 	if strings.TrimSpace(in.Title) == "" {
+// 		return nil, AddActivityOutput{}, errRequiredField("title")
+// 	}
+// 	activity, err := t.store.AddActivity(ctx, ext.Activity{
+// 		FamilyMemberID: in.FamilyMemberID,
+// 		Title:          strings.TrimSpace(in.Title),
+// 		ActivityType:   strings.TrimSpace(in.ActivityType),
+// 		DayOfWeek:      strings.ToLower(strings.TrimSpace(in.DayOfWeek)),
+// 		StartTime:      strings.TrimSpace(in.StartTime),
+// 		EndTime:        strings.TrimSpace(in.EndTime),
+// 		StartDate:      in.StartDate,
+// 		EndDate:        in.EndDate,
+// 		Location:       strings.TrimSpace(in.Location),
+// 		Notes:          strings.TrimSpace(in.Notes),
+// 	})
+// 	if err != nil {
+// 		return nil, AddActivityOutput{}, err
+// 	}
+// 	return nil, AddActivityOutput{Activity: activity}, nil
+// }

-// get_week_schedule
+// // get_week_schedule

-type GetWeekScheduleInput struct {
-	WeekStart time.Time `json:"week_start" jsonschema:"start of the week (Monday) to retrieve"`
-}
+// type GetWeekScheduleInput struct {
+// 	WeekStart time.Time `json:"week_start" jsonschema:"start of the week (Monday) to retrieve"`
+// }

-type GetWeekScheduleOutput struct {
-	Activities []ext.Activity `json:"activities"`
-}
+// type GetWeekScheduleOutput struct {
+// 	Activities []ext.Activity `json:"activities"`
+// }

-func (t *CalendarTool) GetWeekSchedule(ctx context.Context, _ *mcp.CallToolRequest, in GetWeekScheduleInput) (*mcp.CallToolResult, GetWeekScheduleOutput, error) {
-	activities, err := t.store.GetWeekSchedule(ctx, in.WeekStart)
-	if err != nil {
-		return nil, GetWeekScheduleOutput{}, err
-	}
-	if activities == nil {
-		activities = []ext.Activity{}
-	}
-	return nil, GetWeekScheduleOutput{Activities: activities}, nil
-}
+// func (t *CalendarTool) GetWeekSchedule(ctx context.Context, _ *mcp.CallToolRequest, in GetWeekScheduleInput) (*mcp.CallToolResult, GetWeekScheduleOutput, error) {
+// 	activities, err := t.store.GetWeekSchedule(ctx, in.WeekStart)
+// 	if err != nil {
+// 		return nil, GetWeekScheduleOutput{}, err
+// 	}
+// 	if activities == nil {
+// 		activities = []ext.Activity{}
+// 	}
+// 	return nil, GetWeekScheduleOutput{Activities: activities}, nil
+// }

-// search_activities
+// // search_activities

-type SearchActivitiesInput struct {
-	Query          string     `json:"query,omitempty" jsonschema:"search text matching title or notes"`
-	ActivityType   string     `json:"activity_type,omitempty" jsonschema:"filter by type"`
-	FamilyMemberID *uuid.UUID `json:"family_member_id,omitempty" jsonschema:"filter by family member"`
-}
+// type SearchActivitiesInput struct {
+// 	Query          string     `json:"query,omitempty" jsonschema:"search text matching title or notes"`
+// 	ActivityType   string     `json:"activity_type,omitempty" jsonschema:"filter by type"`
+// 	FamilyMemberID *uuid.UUID `json:"family_member_id,omitempty" jsonschema:"filter by family member"`
+// }

-type SearchActivitiesOutput struct {
-	Activities []ext.Activity `json:"activities"`
-}
+// type SearchActivitiesOutput struct {
+// 	Activities []ext.Activity `json:"activities"`
+// }

-func (t *CalendarTool) SearchActivities(ctx context.Context, _ *mcp.CallToolRequest, in SearchActivitiesInput) (*mcp.CallToolResult, SearchActivitiesOutput, error) {
-	activities, err := t.store.SearchActivities(ctx, in.Query, in.ActivityType, in.FamilyMemberID)
-	if err != nil {
-		return nil, SearchActivitiesOutput{}, err
-	}
-	if activities == nil {
-		activities = []ext.Activity{}
-	}
-	return nil, SearchActivitiesOutput{Activities: activities}, nil
-}
+// func (t *CalendarTool) SearchActivities(ctx context.Context, _ *mcp.CallToolRequest, in SearchActivitiesInput) (*mcp.CallToolResult, SearchActivitiesOutput, error) {
+// 	activities, err := t.store.SearchActivities(ctx, in.Query, in.ActivityType, in.FamilyMemberID)
+// 	if err != nil {
+// 		return nil, SearchActivitiesOutput{}, err
+// 	}
+// 	if activities == nil {
+// 		activities = []ext.Activity{}
+// 	}
+// 	return nil, SearchActivitiesOutput{Activities: activities}, nil
+// }

-// add_important_date
+// // add_important_date

-type AddImportantDateInput struct {
-	Title              string     `json:"title" jsonschema:"description of the date"`
-	DateValue          time.Time  `json:"date_value" jsonschema:"the date"`
-	FamilyMemberID     *uuid.UUID `json:"family_member_id,omitempty"`
-	RecurringYearly    bool       `json:"recurring_yearly,omitempty" jsonschema:"if true, reminds every year"`
-	ReminderDaysBefore int        `json:"reminder_days_before,omitempty" jsonschema:"how many days before to remind (default: 7)"`
-	Notes              string     `json:"notes,omitempty"`
-}
+// type AddImportantDateInput struct {
+// 	Title              string     `json:"title" jsonschema:"description of the date"`
+// 	DateValue          time.Time  `json:"date_value" jsonschema:"the date"`
+// 	FamilyMemberID     *uuid.UUID `json:"family_member_id,omitempty"`
+// 	RecurringYearly    bool       `json:"recurring_yearly,omitempty" jsonschema:"if true, reminds every year"`
+// 	ReminderDaysBefore int        `json:"reminder_days_before,omitempty" jsonschema:"how many days before to remind (default: 7)"`
+// 	Notes              string     `json:"notes,omitempty"`
+// }

-type AddImportantDateOutput struct {
-	Date ext.ImportantDate `json:"date"`
-}
+// type AddImportantDateOutput struct {
+// 	Date ext.ImportantDate `json:"date"`
+// }

-func (t *CalendarTool) AddImportantDate(ctx context.Context, _ *mcp.CallToolRequest, in AddImportantDateInput) (*mcp.CallToolResult, AddImportantDateOutput, error) {
-	if strings.TrimSpace(in.Title) == "" {
-		return nil, AddImportantDateOutput{}, errRequiredField("title")
-	}
-	reminder := in.ReminderDaysBefore
-	if reminder <= 0 {
-		reminder = 7
-	}
-	d, err := t.store.AddImportantDate(ctx, ext.ImportantDate{
-		FamilyMemberID:     in.FamilyMemberID,
-		Title:              strings.TrimSpace(in.Title),
-		DateValue:          in.DateValue,
-		RecurringYearly:    in.RecurringYearly,
-		ReminderDaysBefore: reminder,
-		Notes:              strings.TrimSpace(in.Notes),
-	})
-	if err != nil {
-		return nil, AddImportantDateOutput{}, err
-	}
-	return nil, AddImportantDateOutput{Date: d}, nil
-}
+// func (t *CalendarTool) AddImportantDate(ctx context.Context, _ *mcp.CallToolRequest, in AddImportantDateInput) (*mcp.CallToolResult, AddImportantDateOutput, error) {
+// 	if strings.TrimSpace(in.Title) == "" {
+// 		return nil, AddImportantDateOutput{}, errRequiredField("title")
+// 	}
+// 	reminder := in.ReminderDaysBefore
+// 	if reminder <= 0 {
+// 		reminder = 7
+// 	}
+// 	d, err := t.store.AddImportantDate(ctx, ext.ImportantDate{
+// 		FamilyMemberID:     in.FamilyMemberID,
+// 		Title:              strings.TrimSpace(in.Title),
+// 		DateValue:          in.DateValue,
+// 		RecurringYearly:    in.RecurringYearly,
+// 		ReminderDaysBefore: reminder,
+// 		Notes:              strings.TrimSpace(in.Notes),
+// 	})
+// 	if err != nil {
+// 		return nil, AddImportantDateOutput{}, err
+// 	}
+// 	return nil, AddImportantDateOutput{Date: d}, nil
+// }

-// get_upcoming_dates
+// // get_upcoming_dates

-type GetUpcomingDatesInput struct {
-	DaysAhead int `json:"days_ahead,omitempty" jsonschema:"how many days to look ahead (default: 30)"`
-}
+// type GetUpcomingDatesInput struct {
+// 	DaysAhead int `json:"days_ahead,omitempty" jsonschema:"how many days to look ahead (default: 30)"`
+// }

-type GetUpcomingDatesOutput struct {
-	Dates []ext.ImportantDate `json:"dates"`
-}
+// type GetUpcomingDatesOutput struct {
+// 	Dates []ext.ImportantDate `json:"dates"`
+// }

-func (t *CalendarTool) GetUpcomingDates(ctx context.Context, _ *mcp.CallToolRequest, in GetUpcomingDatesInput) (*mcp.CallToolResult, GetUpcomingDatesOutput, error) {
-	dates, err := t.store.GetUpcomingDates(ctx, in.DaysAhead)
-	if err != nil {
-		return nil, GetUpcomingDatesOutput{}, err
-	}
-	if dates == nil {
-		dates = []ext.ImportantDate{}
-	}
-	return nil, GetUpcomingDatesOutput{Dates: dates}, nil
-}
+// func (t *CalendarTool) GetUpcomingDates(ctx context.Context, _ *mcp.CallToolRequest, in GetUpcomingDatesInput) (*mcp.CallToolResult, GetUpcomingDatesOutput, error) {
+// 	dates, err := t.store.GetUpcomingDates(ctx, in.DaysAhead)
+// 	if err != nil {
+// 		return nil, GetUpcomingDatesOutput{}, err
+// 	}
+// 	if dates == nil {
+// 		dates = []ext.ImportantDate{}
+// 	}
+// 	return nil, GetUpcomingDatesOutput{Dates: dates}, nil
+// }
--- a/internal/tools/capture.go
+++ b/internal/tools/capture.go
@@ -4,7 +4,6 @@ import (
 	"context"
 	"strings"

-	"github.com/google/uuid"
 	"github.com/modelcontextprotocol/go-sdk/mcp"

 	"git.warky.dev/wdevs/amcs/internal/ai"
@@ -17,13 +16,13 @@ import (

 // EmbeddingQueuer queues a thought for background embedding generation.
 type EmbeddingQueuer interface {
-	QueueThought(ctx context.Context, id uuid.UUID, content string)
+	QueueThought(ctx context.Context, id int64, content string)
 }

 // MetadataQueuer queues a thought for background metadata retry. Both
 // MetadataRetryer and EnrichmentRetryer satisfy this.
 type MetadataQueuer interface {
-	QueueThought(id uuid.UUID)
+	QueueThought(id int64)
 }

 type CaptureTool struct {
@@ -66,7 +65,7 @@ func (t *CaptureTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in C
 		Metadata: rawMetadata,
 	}
 	if project != nil {
-		thought.ProjectID = &project.ID
+		thought.ProjectID = &project.NumericID
 	}

 	created, err := t.store.InsertThought(ctx, thought, t.embeddings.PrimaryModel())
@@ -74,7 +73,7 @@ func (t *CaptureTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in C
 		return nil, CaptureOutput{}, err
 	}
 	if project != nil {
-		_ = t.store.TouchProject(ctx, project.ID)
+		_ = t.store.TouchProject(ctx, project.NumericID)
 	}

 	if t.retryer != nil {
--- a/internal/tools/chat_history.go
+++ b/internal/tools/chat_history.go
@@ -4,7 +4,6 @@ import (
 	"context"
 	"strings"

-	"github.com/google/uuid"
 	"github.com/modelcontextprotocol/go-sdk/mcp"

 	"git.warky.dev/wdevs/amcs/internal/session"
@@ -64,7 +63,7 @@ func (t *ChatHistoryTool) SaveChatHistory(ctx context.Context, req *mcp.CallTool
 		h.Metadata = map[string]any{}
 	}
 	if project != nil {
-		h.ProjectID = &project.ID
+		h.ProjectID = &project.NumericID
 	}

 	saved, err := t.store.SaveChatHistory(ctx, h)
@@ -77,7 +76,7 @@ func (t *ChatHistoryTool) SaveChatHistory(ctx context.Context, req *mcp.CallTool
 // get_chat_history

 type GetChatHistoryInput struct {
-	ID        string `json:"id,omitempty" jsonschema:"UUID of the saved chat history"`
+	ID        string `json:"id,omitempty" jsonschema:"numeric id of the saved chat history"`
 	SessionID string `json:"session_id,omitempty" jsonschema:"original session_id — returns the most recent history for that session"`
 }

@@ -91,9 +90,9 @@ func (t *ChatHistoryTool) GetChatHistory(ctx context.Context, _ *mcp.CallToolReq
 	}

 	if in.ID != "" {
-		id, err := uuid.Parse(in.ID)
+		id, err := parseID(in.ID)
 		if err != nil {
-			return nil, GetChatHistoryOutput{}, errInvalidField("id", "invalid id", "must be a valid UUID")
+			return nil, GetChatHistoryOutput{}, errInvalidField("id", "invalid id", "must be a valid numeric id")
 		}
 		h, found, err := t.store.GetChatHistory(ctx, id)
 		if err != nil {
@@ -145,7 +144,7 @@ func (t *ChatHistoryTool) ListChatHistories(ctx context.Context, req *mcp.CallTo
 			return nil, ListChatHistoriesOutput{}, err
 		}
 		if project != nil {
-			filter.ProjectID = &project.ID
+			filter.ProjectID = &project.NumericID
 		}
 	}

@@ -162,7 +161,7 @@ func (t *ChatHistoryTool) ListChatHistories(ctx context.Context, req *mcp.CallTo
 // delete_chat_history

 type DeleteChatHistoryInput struct {
-	ID uuid.UUID `json:"id" jsonschema:"UUID of the chat history to delete"`
+	ID string `json:"id" jsonschema:"numeric id of the chat history to delete"`
 }

 type DeleteChatHistoryOutput struct {
@@ -170,7 +169,11 @@ type DeleteChatHistoryOutput struct {
 }

 func (t *ChatHistoryTool) DeleteChatHistory(ctx context.Context, _ *mcp.CallToolRequest, in DeleteChatHistoryInput) (*mcp.CallToolResult, DeleteChatHistoryOutput, error) {
-	deleted, err := t.store.DeleteChatHistory(ctx, in.ID)
+	id, err := parseID(in.ID)
+	if err != nil {
+		return nil, DeleteChatHistoryOutput{}, errInvalidField("id", "invalid id", "must be a valid numeric id")
+	}
+	deleted, err := t.store.DeleteChatHistory(ctx, id)
 	if err != nil {
 		return nil, DeleteChatHistoryOutput{}, err
 	}
--- a/internal/tools/context.go
+++ b/internal/tools/context.go
@@ -52,7 +52,7 @@ func (t *ContextTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in P
 	}

 	limit := normalizeLimit(in.Limit, t.search)
-	recent, err := t.store.RecentThoughts(ctx, &project.ID, limit, 0)
+	recent, err := t.store.RecentThoughts(ctx, &project.NumericID, limit, 0)
 	if err != nil {
 		return nil, ProjectContextOutput{}, err
 	}
@@ -60,7 +60,7 @@ func (t *ContextTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in P
 	items := make([]ContextItem, 0, limit*2)
 	seen := map[string]struct{}{}
 	for _, thought := range recent {
-		key := thought.ID.String()
+		key := fmt.Sprint(thought.ID)
 		seen[key] = struct{}{}
 		items = append(items, ContextItem{
 			ID:       key,
@@ -72,12 +72,12 @@ func (t *ContextTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in P

 	query := strings.TrimSpace(in.Query)
 	if query != "" {
-		semantic, err := semanticSearch(ctx, t.store, t.embeddings, t.search, query, limit, t.search.DefaultThreshold, &project.ID, nil)
+		semantic, err := semanticSearch(ctx, t.store, t.embeddings, t.search, query, limit, t.search.DefaultThreshold, &project.NumericID, nil)
 		if err != nil {
 			return nil, ProjectContextOutput{}, err
 		}
 		for _, result := range semantic {
-			key := result.ID.String()
+			key := fmt.Sprint(result.ID)
 			if _, ok := seen[key]; ok {
 				continue
 			}
@@ -97,7 +97,7 @@ func (t *ContextTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in P
 		lines = append(lines, thoughtContextLine(i, item.Content, item.Metadata, item.Similarity))
 	}
 	contextBlock := formatContextBlock(fmt.Sprintf("Project context for %s", project.Name), lines)
-	_ = t.store.TouchProject(ctx, project.ID)
+	_ = t.store.TouchProject(ctx, project.NumericID)

 	return nil, ProjectContextOutput{
 		Project: *project,
--- a/internal/tools/crm.go
+++ b/internal/tools/crm.go
@@ -1,240 +1,240 @@
 package tools

-import (
-	"context"
-	"errors"
-	"fmt"
-	"strings"
-	"time"
+// import (
+// 	"context"
+// 	"errors"
+// 	"fmt"
+// 	"strings"
+// 	"time"

-	"github.com/google/uuid"
-	"github.com/jackc/pgx/v5"
-	"github.com/modelcontextprotocol/go-sdk/mcp"
+// 	"github.com/google/uuid"
+// 	"github.com/jackc/pgx/v5"
+// 	"github.com/modelcontextprotocol/go-sdk/mcp"

-	"git.warky.dev/wdevs/amcs/internal/store"
-	ext "git.warky.dev/wdevs/amcs/internal/types"
-)
+// 	"git.warky.dev/wdevs/amcs/internal/store"
+// 	ext "git.warky.dev/wdevs/amcs/internal/types"
+// )

-type CRMTool struct {
-	store *store.DB
-}
+// type CRMTool struct {
+// 	store *store.DB
+// }

-func NewCRMTool(db *store.DB) *CRMTool {
-	return &CRMTool{store: db}
-}
+// func NewCRMTool(db *store.DB) *CRMTool {
+// 	return &CRMTool{store: db}
+// }

-// add_professional_contact
+// // add_professional_contact

-type AddContactInput struct {
-	Name         string     `json:"name" jsonschema:"contact's full name"`
-	Company      string     `json:"company,omitempty"`
-	Title        string     `json:"title,omitempty" jsonschema:"job title"`
-	Email        string     `json:"email,omitempty"`
-	Phone        string     `json:"phone,omitempty"`
-	LinkedInURL  string     `json:"linkedin_url,omitempty"`
-	HowWeMet     string     `json:"how_we_met,omitempty"`
-	Tags         []string   `json:"tags,omitempty"`
-	Notes        string     `json:"notes,omitempty"`
-	FollowUpDate *time.Time `json:"follow_up_date,omitempty"`
-}
+// type AddContactInput struct {
+// 	Name         string     `json:"name" jsonschema:"contact's full name"`
+// 	Company      string     `json:"company,omitempty"`
+// 	Title        string     `json:"title,omitempty" jsonschema:"job title"`
+// 	Email        string     `json:"email,omitempty"`
+// 	Phone        string     `json:"phone,omitempty"`
+// 	LinkedInURL  string     `json:"linkedin_url,omitempty"`
+// 	HowWeMet     string     `json:"how_we_met,omitempty"`
+// 	Tags         []string   `json:"tags,omitempty"`
+// 	Notes        string     `json:"notes,omitempty"`
+// 	FollowUpDate *time.Time `json:"follow_up_date,omitempty"`
+// }

-type AddContactOutput struct {
-	Contact ext.ProfessionalContact `json:"contact"`
-}
+// type AddContactOutput struct {
+// 	Contact ext.ProfessionalContact `json:"contact"`
+// }

-func (t *CRMTool) AddContact(ctx context.Context, _ *mcp.CallToolRequest, in AddContactInput) (*mcp.CallToolResult, AddContactOutput, error) {
-	if strings.TrimSpace(in.Name) == "" {
-		return nil, AddContactOutput{}, errRequiredField("name")
-	}
-	if in.Tags == nil {
-		in.Tags = []string{}
-	}
-	contact, err := t.store.AddProfessionalContact(ctx, ext.ProfessionalContact{
-		Name:         strings.TrimSpace(in.Name),
-		Company:      strings.TrimSpace(in.Company),
-		Title:        strings.TrimSpace(in.Title),
-		Email:        strings.TrimSpace(in.Email),
-		Phone:        strings.TrimSpace(in.Phone),
-		LinkedInURL:  strings.TrimSpace(in.LinkedInURL),
-		HowWeMet:     strings.TrimSpace(in.HowWeMet),
-		Tags:         in.Tags,
-		Notes:        strings.TrimSpace(in.Notes),
-		FollowUpDate: in.FollowUpDate,
-	})
-	if err != nil {
-		return nil, AddContactOutput{}, err
-	}
-	return nil, AddContactOutput{Contact: contact}, nil
-}
+// func (t *CRMTool) AddContact(ctx context.Context, _ *mcp.CallToolRequest, in AddContactInput) (*mcp.CallToolResult, AddContactOutput, error) {
+// 	if strings.TrimSpace(in.Name) == "" {
+// 		return nil, AddContactOutput{}, errRequiredField("name")
+// 	}
+// 	if in.Tags == nil {
+// 		in.Tags = []string{}
+// 	}
+// 	contact, err := t.store.AddProfessionalContact(ctx, ext.ProfessionalContact{
+// 		Name:         strings.TrimSpace(in.Name),
+// 		Company:      strings.TrimSpace(in.Company),
+// 		Title:        strings.TrimSpace(in.Title),
+// 		Email:        strings.TrimSpace(in.Email),
+// 		Phone:        strings.TrimSpace(in.Phone),
+// 		LinkedInURL:  strings.TrimSpace(in.LinkedInURL),
+// 		HowWeMet:     strings.TrimSpace(in.HowWeMet),
+// 		Tags:         in.Tags,
+// 		Notes:        strings.TrimSpace(in.Notes),
+// 		FollowUpDate: in.FollowUpDate,
+// 	})
+// 	if err != nil {
+// 		return nil, AddContactOutput{}, err
+// 	}
+// 	return nil, AddContactOutput{Contact: contact}, nil
+// }

-// search_contacts
+// // search_contacts

-type SearchContactsInput struct {
-	Query string   `json:"query,omitempty" jsonschema:"search text matching name, company, title, or notes"`
-	Tags  []string `json:"tags,omitempty" jsonschema:"filter by tags (all must match)"`
-}
+// type SearchContactsInput struct {
+// 	Query string   `json:"query,omitempty" jsonschema:"search text matching name, company, title, or notes"`
+// 	Tags  []string `json:"tags,omitempty" jsonschema:"filter by tags (all must match)"`
+// }

-type SearchContactsOutput struct {
-	Contacts []ext.ProfessionalContact `json:"contacts"`
-}
+// type SearchContactsOutput struct {
+// 	Contacts []ext.ProfessionalContact `json:"contacts"`
+// }

-func (t *CRMTool) SearchContacts(ctx context.Context, _ *mcp.CallToolRequest, in SearchContactsInput) (*mcp.CallToolResult, SearchContactsOutput, error) {
-	contacts, err := t.store.SearchContacts(ctx, in.Query, in.Tags)
-	if err != nil {
-		return nil, SearchContactsOutput{}, err
-	}
-	if contacts == nil {
-		contacts = []ext.ProfessionalContact{}
-	}
-	return nil, SearchContactsOutput{Contacts: contacts}, nil
-}
+// func (t *CRMTool) SearchContacts(ctx context.Context, _ *mcp.CallToolRequest, in SearchContactsInput) (*mcp.CallToolResult, SearchContactsOutput, error) {
+// 	contacts, err := t.store.SearchContacts(ctx, in.Query, in.Tags)
+// 	if err != nil {
+// 		return nil, SearchContactsOutput{}, err
+// 	}
+// 	if contacts == nil {
+// 		contacts = []ext.ProfessionalContact{}
+// 	}
+// 	return nil, SearchContactsOutput{Contacts: contacts}, nil
+// }

-// log_interaction
+// // log_interaction

-type LogInteractionInput struct {
-	ContactID       uuid.UUID  `json:"contact_id" jsonschema:"id of the contact"`
-	InteractionType string     `json:"interaction_type" jsonschema:"one of: meeting, email, call, coffee, event, linkedin, other"`
-	OccurredAt      *time.Time `json:"occurred_at,omitempty" jsonschema:"when it happened (defaults to now)"`
-	Summary         string     `json:"summary" jsonschema:"summary of the interaction"`
-	FollowUpNeeded  bool       `json:"follow_up_needed,omitempty"`
-	FollowUpNotes   string     `json:"follow_up_notes,omitempty"`
-}
+// type LogInteractionInput struct {
+// 	ContactID       uuid.UUID  `json:"contact_id" jsonschema:"id of the contact"`
+// 	InteractionType string     `json:"interaction_type" jsonschema:"one of: meeting, email, call, coffee, event, linkedin, other"`
+// 	OccurredAt      *time.Time `json:"occurred_at,omitempty" jsonschema:"when it happened (defaults to now)"`
+// 	Summary         string     `json:"summary" jsonschema:"summary of the interaction"`
+// 	FollowUpNeeded  bool       `json:"follow_up_needed,omitempty"`
+// 	FollowUpNotes   string     `json:"follow_up_notes,omitempty"`
+// }

-type LogInteractionOutput struct {
-	Interaction ext.ContactInteraction `json:"interaction"`
-}
+// type LogInteractionOutput struct {
+// 	Interaction ext.ContactInteraction `json:"interaction"`
+// }

-func (t *CRMTool) LogInteraction(ctx context.Context, _ *mcp.CallToolRequest, in LogInteractionInput) (*mcp.CallToolResult, LogInteractionOutput, error) {
-	if strings.TrimSpace(in.Summary) == "" {
-		return nil, LogInteractionOutput{}, errRequiredField("summary")
-	}
-	occurredAt := time.Now()
-	if in.OccurredAt != nil {
-		occurredAt = *in.OccurredAt
-	}
-	interaction, err := t.store.LogInteraction(ctx, ext.ContactInteraction{
-		ContactID:       in.ContactID,
-		InteractionType: in.InteractionType,
-		OccurredAt:      occurredAt,
-		Summary:         strings.TrimSpace(in.Summary),
-		FollowUpNeeded:  in.FollowUpNeeded,
-		FollowUpNotes:   strings.TrimSpace(in.FollowUpNotes),
-	})
-	if err != nil {
-		return nil, LogInteractionOutput{}, err
-	}
-	return nil, LogInteractionOutput{Interaction: interaction}, nil
-}
+// func (t *CRMTool) LogInteraction(ctx context.Context, _ *mcp.CallToolRequest, in LogInteractionInput) (*mcp.CallToolResult, LogInteractionOutput, error) {
+// 	if strings.TrimSpace(in.Summary) == "" {
+// 		return nil, LogInteractionOutput{}, errRequiredField("summary")
+// 	}
+// 	occurredAt := time.Now()
+// 	if in.OccurredAt != nil {
+// 		occurredAt = *in.OccurredAt
+// 	}
+// 	interaction, err := t.store.LogInteraction(ctx, ext.ContactInteraction{
+// 		ContactID:       in.ContactID,
+// 		InteractionType: in.InteractionType,
+// 		OccurredAt:      occurredAt,
+// 		Summary:         strings.TrimSpace(in.Summary),
+// 		FollowUpNeeded:  in.FollowUpNeeded,
+// 		FollowUpNotes:   strings.TrimSpace(in.FollowUpNotes),
+// 	})
+// 	if err != nil {
+// 		return nil, LogInteractionOutput{}, err
+// 	}
+// 	return nil, LogInteractionOutput{Interaction: interaction}, nil
+// }

-// get_contact_history
+// // get_contact_history

-type GetContactHistoryInput struct {
-	ContactID uuid.UUID `json:"contact_id" jsonschema:"id of the contact"`
-}
+// type GetContactHistoryInput struct {
+// 	ContactID uuid.UUID `json:"contact_id" jsonschema:"id of the contact"`
+// }

-type GetContactHistoryOutput struct {
-	History ext.ContactHistory `json:"history"`
-}
+// type GetContactHistoryOutput struct {
+// 	History ext.ContactHistory `json:"history"`
+// }

-func (t *CRMTool) GetHistory(ctx context.Context, _ *mcp.CallToolRequest, in GetContactHistoryInput) (*mcp.CallToolResult, GetContactHistoryOutput, error) {
-	history, err := t.store.GetContactHistory(ctx, in.ContactID)
-	if err != nil {
-		return nil, GetContactHistoryOutput{}, err
-	}
-	return nil, GetContactHistoryOutput{History: history}, nil
-}
+// func (t *CRMTool) GetHistory(ctx context.Context, _ *mcp.CallToolRequest, in GetContactHistoryInput) (*mcp.CallToolResult, GetContactHistoryOutput, error) {
+// 	history, err := t.store.GetContactHistory(ctx, in.ContactID)
+// 	if err != nil {
+// 		return nil, GetContactHistoryOutput{}, err
+// 	}
+// 	return nil, GetContactHistoryOutput{History: history}, nil
+// }

-// create_opportunity
+// // create_opportunity

-type CreateOpportunityInput struct {
-	ContactID         *uuid.UUID `json:"contact_id,omitempty"`
-	Title             string     `json:"title" jsonschema:"opportunity title"`
-	Description       string     `json:"description,omitempty"`
-	Stage             string     `json:"stage,omitempty" jsonschema:"one of: identified, in_conversation, proposal, negotiation, won, lost (default: identified)"`
-	Value             *float64   `json:"value,omitempty" jsonschema:"monetary value"`
-	ExpectedCloseDate *time.Time `json:"expected_close_date,omitempty"`
-	Notes             string     `json:"notes,omitempty"`
-}
+// type CreateOpportunityInput struct {
+// 	ContactID         *uuid.UUID `json:"contact_id,omitempty"`
+// 	Title             string     `json:"title" jsonschema:"opportunity title"`
+// 	Description       string     `json:"description,omitempty"`
+// 	Stage             string     `json:"stage,omitempty" jsonschema:"one of: identified, in_conversation, proposal, negotiation, won, lost (default: identified)"`
+// 	Value             *float64   `json:"value,omitempty" jsonschema:"monetary value"`
+// 	ExpectedCloseDate *time.Time `json:"expected_close_date,omitempty"`
+// 	Notes             string     `json:"notes,omitempty"`
+// }

-type CreateOpportunityOutput struct {
-	Opportunity ext.Opportunity `json:"opportunity"`
-}
+// type CreateOpportunityOutput struct {
+// 	Opportunity ext.Opportunity `json:"opportunity"`
+// }

-func (t *CRMTool) CreateOpportunity(ctx context.Context, _ *mcp.CallToolRequest, in CreateOpportunityInput) (*mcp.CallToolResult, CreateOpportunityOutput, error) {
-	if strings.TrimSpace(in.Title) == "" {
-		return nil, CreateOpportunityOutput{}, errRequiredField("title")
-	}
-	stage := strings.TrimSpace(in.Stage)
-	if stage == "" {
-		stage = "identified"
-	}
-	opp, err := t.store.CreateOpportunity(ctx, ext.Opportunity{
-		ContactID:         in.ContactID,
-		Title:             strings.TrimSpace(in.Title),
-		Description:       strings.TrimSpace(in.Description),
-		Stage:             stage,
-		Value:             in.Value,
-		ExpectedCloseDate: in.ExpectedCloseDate,
-		Notes:             strings.TrimSpace(in.Notes),
-	})
-	if err != nil {
-		return nil, CreateOpportunityOutput{}, err
-	}
-	return nil, CreateOpportunityOutput{Opportunity: opp}, nil
-}
+// func (t *CRMTool) CreateOpportunity(ctx context.Context, _ *mcp.CallToolRequest, in CreateOpportunityInput) (*mcp.CallToolResult, CreateOpportunityOutput, error) {
+// 	if strings.TrimSpace(in.Title) == "" {
+// 		return nil, CreateOpportunityOutput{}, errRequiredField("title")
+// 	}
+// 	stage := strings.TrimSpace(in.Stage)
+// 	if stage == "" {
+// 		stage = "identified"
+// 	}
+// 	opp, err := t.store.CreateOpportunity(ctx, ext.Opportunity{
+// 		ContactID:         in.ContactID,
+// 		Title:             strings.TrimSpace(in.Title),
+// 		Description:       strings.TrimSpace(in.Description),
+// 		Stage:             stage,
+// 		Value:             in.Value,
+// 		ExpectedCloseDate: in.ExpectedCloseDate,
+// 		Notes:             strings.TrimSpace(in.Notes),
+// 	})
+// 	if err != nil {
+// 		return nil, CreateOpportunityOutput{}, err
+// 	}
+// 	return nil, CreateOpportunityOutput{Opportunity: opp}, nil
+// }

-// get_follow_ups_due
+// // get_follow_ups_due

-type GetFollowUpsDueInput struct {
-	DaysAhead int `json:"days_ahead,omitempty" jsonschema:"look ahead window in days (default: 7)"`
-}
+// type GetFollowUpsDueInput struct {
+// 	DaysAhead int `json:"days_ahead,omitempty" jsonschema:"look ahead window in days (default: 7)"`
+// }

-type GetFollowUpsDueOutput struct {
-	Contacts []ext.ProfessionalContact `json:"contacts"`
-}
+// type GetFollowUpsDueOutput struct {
+// 	Contacts []ext.ProfessionalContact `json:"contacts"`
+// }

-func (t *CRMTool) GetFollowUpsDue(ctx context.Context, _ *mcp.CallToolRequest, in GetFollowUpsDueInput) (*mcp.CallToolResult, GetFollowUpsDueOutput, error) {
-	contacts, err := t.store.GetFollowUpsDue(ctx, in.DaysAhead)
-	if err != nil {
-		return nil, GetFollowUpsDueOutput{}, err
-	}
-	if contacts == nil {
-		contacts = []ext.ProfessionalContact{}
-	}
-	return nil, GetFollowUpsDueOutput{Contacts: contacts}, nil
-}
+// func (t *CRMTool) GetFollowUpsDue(ctx context.Context, _ *mcp.CallToolRequest, in GetFollowUpsDueInput) (*mcp.CallToolResult, GetFollowUpsDueOutput, error) {
+// 	contacts, err := t.store.GetFollowUpsDue(ctx, in.DaysAhead)
+// 	if err != nil {
+// 		return nil, GetFollowUpsDueOutput{}, err
+// 	}
+// 	if contacts == nil {
+// 		contacts = []ext.ProfessionalContact{}
+// 	}
+// 	return nil, GetFollowUpsDueOutput{Contacts: contacts}, nil
+// }

-// link_thought_to_contact
+// // link_thought_to_contact

-type LinkThoughtToContactInput struct {
-	ContactID uuid.UUID `json:"contact_id" jsonschema:"id of the contact"`
-	ThoughtID uuid.UUID `json:"thought_id" jsonschema:"id of the thought to link"`
-}
+// type LinkThoughtToContactInput struct {
+// 	ContactID uuid.UUID `json:"contact_id" jsonschema:"id of the contact"`
+// 	ThoughtID uuid.UUID `json:"thought_id" jsonschema:"id of the thought to link"`
+// }

-type LinkThoughtToContactOutput struct {
-	Contact ext.ProfessionalContact `json:"contact"`
-}
+// type LinkThoughtToContactOutput struct {
+// 	Contact ext.ProfessionalContact `json:"contact"`
+// }

-func (t *CRMTool) LinkThought(ctx context.Context, _ *mcp.CallToolRequest, in LinkThoughtToContactInput) (*mcp.CallToolResult, LinkThoughtToContactOutput, error) {
-	thought, err := t.store.GetThought(ctx, in.ThoughtID)
-	if err != nil {
-		if errors.Is(err, pgx.ErrNoRows) {
-			return nil, LinkThoughtToContactOutput{}, errEntityNotFound("thought", "thought_id", in.ThoughtID.String())
-		}
-		return nil, LinkThoughtToContactOutput{}, err
-	}
+// func (t *CRMTool) LinkThought(ctx context.Context, _ *mcp.CallToolRequest, in LinkThoughtToContactInput) (*mcp.CallToolResult, LinkThoughtToContactOutput, error) {
+// 	thought, err := t.store.GetThought(ctx, in.ThoughtID)
+// 	if err != nil {
+// 		if errors.Is(err, pgx.ErrNoRows) {
+// 			return nil, LinkThoughtToContactOutput{}, errEntityNotFound("thought", "thought_id", in.ThoughtID.String())
+// 		}
+// 		return nil, LinkThoughtToContactOutput{}, err
+// 	}

-	appendText := fmt.Sprintf("\n\n[Linked thought %s]: %s", thought.ID, thought.Content)
-	if err := t.store.AppendThoughtToContactNotes(ctx, in.ContactID, appendText); err != nil {
-		return nil, LinkThoughtToContactOutput{}, err
-	}
+// 	appendText := fmt.Sprintf("\n\n[Linked thought %s]: %s", thought.ID, thought.Content)
+// 	if err := t.store.AppendThoughtToContactNotes(ctx, in.ContactID, appendText); err != nil {
+// 		return nil, LinkThoughtToContactOutput{}, err
+// 	}

-	contact, err := t.store.GetContact(ctx, in.ContactID)
-	if err != nil {
-		if errors.Is(err, pgx.ErrNoRows) {
-			return nil, LinkThoughtToContactOutput{}, errEntityNotFound("contact", "contact_id", in.ContactID.String())
-		}
-		return nil, LinkThoughtToContactOutput{}, err
-	}
-	return nil, LinkThoughtToContactOutput{Contact: contact}, nil
-}
+// 	contact, err := t.store.GetContact(ctx, in.ContactID)
+// 	if err != nil {
+// 		if errors.Is(err, pgx.ErrNoRows) {
+// 			return nil, LinkThoughtToContactOutput{}, errEntityNotFound("contact", "contact_id", in.ContactID.String())
+// 		}
+// 		return nil, LinkThoughtToContactOutput{}, err
+// 	}
+// 	return nil, LinkThoughtToContactOutput{Contact: contact}, nil
+// }
--- a/internal/tools/enrichment_retry.go
+++ b/internal/tools/enrichment_retry.go
@@ -2,11 +2,11 @@ package tools

 import (
 	"context"
+	"fmt"
 	"log/slog"
 	"sync"
 	"time"

-	"github.com/google/uuid"
 	"github.com/modelcontextprotocol/go-sdk/mcp"
 	"golang.org/x/sync/semaphore"

@@ -89,18 +89,19 @@ func (t *RetryEnrichmentTool) Handle(ctx context.Context, req *mcp.CallToolReque
 	return t.retryer.Handle(ctx, req, in)
 }

-func (r *EnrichmentRetryer) QueueThought(id uuid.UUID) {
+func (r *EnrichmentRetryer) QueueThought(id int64) {
 	go func() {
 		started := time.Now()
+		idStr := fmt.Sprint(id)
 		r.logger.Info("background metadata started",
-			slog.String("thought_id", id.String()),
+			slog.String("thought_id", idStr),
 			slog.String("provider", r.metadata.PrimaryProvider()),
 			slog.String("model", r.metadata.PrimaryModel()),
 		)
 		updated, err := r.retryOne(r.backgroundCtx, id)
 		if err != nil {
 			r.logger.Warn("background metadata error",
-				slog.String("thought_id", id.String()),
+				slog.String("thought_id", idStr),
 				slog.String("provider", r.metadata.PrimaryProvider()),
 				slog.String("model", r.metadata.PrimaryModel()),
 				slog.Duration("duration", time.Since(started)),
@@ -109,7 +110,7 @@ func (r *EnrichmentRetryer) QueueThought(id uuid.UUID) {
 			return
 		}
 		r.logger.Info("background metadata complete",
-			slog.String("thought_id", id.String()),
+			slog.String("thought_id", idStr),
 			slog.String("provider", r.metadata.PrimaryProvider()),
 			slog.String("model", r.metadata.PrimaryModel()),
 			slog.Bool("updated", updated),
@@ -129,9 +130,9 @@ func (r *EnrichmentRetryer) Handle(ctx context.Context, req *mcp.CallToolRequest
 		return nil, RetryEnrichmentOutput{}, err
 	}

-	var projectID *uuid.UUID
+	var projectID *int64
 	if project != nil {
-		projectID = &project.ID
+		projectID = &project.NumericID
 	}

 	thoughts, err := r.store.ListThoughtsPendingMetadataRetry(ctx, limit, projectID, in.IncludeArchived, in.OlderThanDays)
@@ -168,7 +169,7 @@ func (r *EnrichmentRetryer) Handle(ctx context.Context, req *mcp.CallToolRequest
 			updated, err := r.retryOne(ctx, thought.ID)
 			if err != nil {
 				mu.Lock()
-				out.Failures = append(out.Failures, RetryEnrichmentFailure{ID: thought.ID.String(), Error: err.Error()})
+				out.Failures = append(out.Failures, RetryEnrichmentFailure{ID: fmt.Sprint(thought.ID), Error: err.Error()})
 				mu.Unlock()
 				return
 			}
@@ -191,8 +192,8 @@ func (r *EnrichmentRetryer) Handle(ctx context.Context, req *mcp.CallToolRequest
 	return nil, out, nil
 }

-func (r *EnrichmentRetryer) retryOne(ctx context.Context, id uuid.UUID) (bool, error) {
-	thought, err := r.store.GetThought(ctx, id)
+func (r *EnrichmentRetryer) retryOne(ctx context.Context, id int64) (bool, error) {
+	thought, err := r.store.GetThoughtByID(ctx, id)
 	if err != nil {
 		return false, err
 	}
--- a/internal/tools/files.go
+++ b/internal/tools/files.go
@@ -5,6 +5,7 @@ import (
 	"crypto/sha256"
 	"encoding/base64"
 	"encoding/hex"
+	"fmt"
 	"net/http"
 	"os"
 	"path/filepath"
@@ -148,7 +149,7 @@ func (t *FilesTool) Upload(ctx context.Context, req *mcp.CallToolRequest, in Upl
 		return nil, UploadFileOutput{}, err
 	}

-	uri := fileURIPrefix + out.File.ID.String()
+	uri := fileURIPrefix + fmt.Sprint(out.File.ID)
 	return nil, UploadFileOutput{File: out.File, URI: uri}, nil
 }

@@ -247,7 +248,7 @@ func (t *FilesTool) Load(ctx context.Context, _ *mcp.CallToolRequest, in LoadFil
 		return nil, LoadFileOutput{}, err
 	}

-	uri := fileURIPrefix + file.ID.String()
+	uri := fileURIPrefix + fmt.Sprint(file.ID)
 	result := &mcp.CallToolResult{
 		Content: []mcp.Content{
 			&mcp.EmbeddedResource{
@@ -294,7 +295,7 @@ func (t *FilesTool) List(ctx context.Context, req *mcp.CallToolRequest, in ListF
 		return nil, ListFilesOutput{}, err
 	}

-	var thoughtID *uuid.UUID
+	var thoughtID *int64
 	if rawThoughtID := strings.TrimSpace(in.ThoughtID); rawThoughtID != "" {
 		parsedThoughtID, err := parseUUID(rawThoughtID)
 		if err != nil {
@@ -304,12 +305,12 @@ func (t *FilesTool) List(ctx context.Context, req *mcp.CallToolRequest, in ListF
 		if err != nil {
 			return nil, ListFilesOutput{}, err
 		}
-		thoughtID = &parsedThoughtID
-		if project != nil && thought.ProjectID != nil && *thought.ProjectID != project.ID {
+		thoughtID = &thought.ID
+		if project != nil && thought.ProjectID != nil && *thought.ProjectID != project.NumericID {
 			return nil, ListFilesOutput{}, errInvalidInput("project does not match the linked thought's project")
 		}
 		if project == nil && thought.ProjectID != nil {
-			project = &thoughttypes.Project{ID: *thought.ProjectID}
+			project = &thoughttypes.Project{NumericID: *thought.ProjectID}
 		}
 	}

@@ -323,7 +324,7 @@ func (t *FilesTool) List(ctx context.Context, req *mcp.CallToolRequest, in ListF
 		return nil, ListFilesOutput{}, err
 	}
 	if project != nil {
-		_ = t.store.TouchProject(ctx, project.ID)
+		_ = t.store.TouchProject(ctx, project.NumericID)
 	}

 	return nil, ListFilesOutput{Files: files}, nil
@@ -343,7 +344,7 @@ func (t *FilesTool) SaveDecoded(ctx context.Context, req *mcp.CallToolRequest, i
 		return SaveFileOutput{}, err
 	}

-	var thoughtID *uuid.UUID
+	var thoughtNumericID *int64
 	var projectID = projectIDPtr(project)
 	if rawThoughtID := strings.TrimSpace(in.ThoughtID); rawThoughtID != "" {
 		parsedThoughtID, err := parseUUID(rawThoughtID)
@@ -354,9 +355,9 @@ func (t *FilesTool) SaveDecoded(ctx context.Context, req *mcp.CallToolRequest, i
 		if err != nil {
 			return SaveFileOutput{}, err
 		}
-		thoughtID = &parsedThoughtID
+		thoughtNumericID = &thought.ID
 		projectID = thought.ProjectID
-		if project != nil && thought.ProjectID != nil && *thought.ProjectID != project.ID {
+		if project != nil && thought.ProjectID != nil && *thought.ProjectID != project.NumericID {
 			return SaveFileOutput{}, errInvalidInput("project does not match the linked thought's project")
 		}
 	}
@@ -374,9 +375,7 @@ func (t *FilesTool) SaveDecoded(ctx context.Context, req *mcp.CallToolRequest, i
 		SHA256:    hex.EncodeToString(sum[:]),
 		Content:   in.Content,
 		ProjectID: projectID,
-	}
-	if thoughtID != nil {
-		file.ThoughtID = thoughtID
+		ThoughtID: thoughtNumericID,
 	}

 	created, err := t.store.InsertStoredFile(ctx, file)
@@ -398,7 +397,7 @@ func (t *FilesTool) SaveDecoded(ctx context.Context, req *mcp.CallToolRequest, i

 func thoughtAttachmentFromFile(file thoughttypes.StoredFile) thoughttypes.ThoughtAttachment {
 	return thoughttypes.ThoughtAttachment{
-		FileID:    file.ID,
+		FileID:    file.GUID,
 		Name:      file.Name,
 		MediaType: file.MediaType,
 		Kind:      file.Kind,
@@ -498,11 +497,11 @@ func normalizeFileKind(explicit string, mediaType string) string {
 	}
 }

-func projectIDPtr(project *thoughttypes.Project) *uuid.UUID {
+func projectIDPtr(project *thoughttypes.Project) *int64 {
 	if project == nil {
 		return nil
 	}
-	return &project.ID
+	return &project.NumericID
 }

 func normalizeFileLimit(limit int) int {
--- a/internal/tools/helpers.go
+++ b/internal/tools/helpers.go
@@ -3,6 +3,7 @@ package tools
 import (
 	"context"
 	"fmt"
+	"strconv"
 	"strings"

 	"github.com/google/uuid"
@@ -34,6 +35,14 @@ func parseUUID(id string) (uuid.UUID, error) {
 	return parsed, nil
 }

+func parseID(id string) (int64, error) {
+	n, err := strconv.ParseInt(strings.TrimSpace(id), 10, 64)
+	if err != nil {
+		return 0, fmt.Errorf("invalid numeric id %q", id)
+	}
+	return n, nil
+}
+
 func sessionID(req *mcp.CallToolRequest) (string, error) {
 	if req == nil || req.Session == nil || req.Session.ID() == "" {
 		return "", newMCPError(
--- a/internal/tools/household.go
+++ b/internal/tools/household.go
@@ -1,151 +1,151 @@
 package tools

-import (
-	"context"
-	"strings"
+// import (
+// 	"context"
+// 	"strings"

-	"github.com/google/uuid"
-	"github.com/modelcontextprotocol/go-sdk/mcp"
+// 	"github.com/google/uuid"
+// 	"github.com/modelcontextprotocol/go-sdk/mcp"

-	"git.warky.dev/wdevs/amcs/internal/store"
-	ext "git.warky.dev/wdevs/amcs/internal/types"
-)
+// 	"git.warky.dev/wdevs/amcs/internal/store"
+// 	ext "git.warky.dev/wdevs/amcs/internal/types"
+// )

-type HouseholdTool struct {
-	store *store.DB
-}
+// type HouseholdTool struct {
+// 	store *store.DB
+// }

-func NewHouseholdTool(db *store.DB) *HouseholdTool {
-	return &HouseholdTool{store: db}
-}
+// func NewHouseholdTool(db *store.DB) *HouseholdTool {
+// 	return &HouseholdTool{store: db}
+// }

-// add_household_item
+// // add_household_item

-type AddHouseholdItemInput struct {
-	Name     string         `json:"name" jsonschema:"name of the item"`
-	Category string         `json:"category,omitempty" jsonschema:"category (e.g. paint, appliance, measurement, document)"`
-	Location string         `json:"location,omitempty" jsonschema:"where in the home this item is"`
-	Details  map[string]any `json:"details,omitempty" jsonschema:"flexible metadata (model numbers, colors, specs, etc.)"`
-	Notes    string         `json:"notes,omitempty"`
-}
+// type AddHouseholdItemInput struct {
+// 	Name     string         `json:"name" jsonschema:"name of the item"`
+// 	Category string         `json:"category,omitempty" jsonschema:"category (e.g. paint, appliance, measurement, document)"`
+// 	Location string         `json:"location,omitempty" jsonschema:"where in the home this item is"`
+// 	Details  map[string]any `json:"details,omitempty" jsonschema:"flexible metadata (model numbers, colors, specs, etc.)"`
+// 	Notes    string         `json:"notes,omitempty"`
+// }

-type AddHouseholdItemOutput struct {
-	Item ext.HouseholdItem `json:"item"`
-}
+// type AddHouseholdItemOutput struct {
+// 	Item ext.HouseholdItem `json:"item"`
+// }

-func (t *HouseholdTool) AddItem(ctx context.Context, _ *mcp.CallToolRequest, in AddHouseholdItemInput) (*mcp.CallToolResult, AddHouseholdItemOutput, error) {
-	if strings.TrimSpace(in.Name) == "" {
-		return nil, AddHouseholdItemOutput{}, errRequiredField("name")
-	}
-	if in.Details == nil {
-		in.Details = map[string]any{}
-	}
-	item, err := t.store.AddHouseholdItem(ctx, ext.HouseholdItem{
-		Name:     strings.TrimSpace(in.Name),
-		Category: strings.TrimSpace(in.Category),
-		Location: strings.TrimSpace(in.Location),
-		Details:  in.Details,
-		Notes:    strings.TrimSpace(in.Notes),
-	})
-	if err != nil {
-		return nil, AddHouseholdItemOutput{}, err
-	}
-	return nil, AddHouseholdItemOutput{Item: item}, nil
-}
+// func (t *HouseholdTool) AddItem(ctx context.Context, _ *mcp.CallToolRequest, in AddHouseholdItemInput) (*mcp.CallToolResult, AddHouseholdItemOutput, error) {
+// 	if strings.TrimSpace(in.Name) == "" {
+// 		return nil, AddHouseholdItemOutput{}, errRequiredField("name")
+// 	}
+// 	if in.Details == nil {
+// 		in.Details = map[string]any{}
+// 	}
+// 	item, err := t.store.AddHouseholdItem(ctx, ext.HouseholdItem{
+// 		Name:     strings.TrimSpace(in.Name),
+// 		Category: strings.TrimSpace(in.Category),
+// 		Location: strings.TrimSpace(in.Location),
+// 		Details:  in.Details,
+// 		Notes:    strings.TrimSpace(in.Notes),
+// 	})
+// 	if err != nil {
+// 		return nil, AddHouseholdItemOutput{}, err
+// 	}
+// 	return nil, AddHouseholdItemOutput{Item: item}, nil
+// }

-// search_household_items
+// // search_household_items

-type SearchHouseholdItemsInput struct {
-	Query    string `json:"query,omitempty" jsonschema:"search text matching name or notes"`
-	Category string `json:"category,omitempty" jsonschema:"filter by category"`
-	Location string `json:"location,omitempty" jsonschema:"filter by location"`
-}
+// type SearchHouseholdItemsInput struct {
+// 	Query    string `json:"query,omitempty" jsonschema:"search text matching name or notes"`
+// 	Category string `json:"category,omitempty" jsonschema:"filter by category"`
+// 	Location string `json:"location,omitempty" jsonschema:"filter by location"`
+// }

-type SearchHouseholdItemsOutput struct {
-	Items []ext.HouseholdItem `json:"items"`
-}
+// type SearchHouseholdItemsOutput struct {
+// 	Items []ext.HouseholdItem `json:"items"`
+// }

-func (t *HouseholdTool) SearchItems(ctx context.Context, _ *mcp.CallToolRequest, in SearchHouseholdItemsInput) (*mcp.CallToolResult, SearchHouseholdItemsOutput, error) {
-	items, err := t.store.SearchHouseholdItems(ctx, in.Query, in.Category, in.Location)
-	if err != nil {
-		return nil, SearchHouseholdItemsOutput{}, err
-	}
-	if items == nil {
-		items = []ext.HouseholdItem{}
-	}
-	return nil, SearchHouseholdItemsOutput{Items: items}, nil
-}
+// func (t *HouseholdTool) SearchItems(ctx context.Context, _ *mcp.CallToolRequest, in SearchHouseholdItemsInput) (*mcp.CallToolResult, SearchHouseholdItemsOutput, error) {
+// 	items, err := t.store.SearchHouseholdItems(ctx, in.Query, in.Category, in.Location)
+// 	if err != nil {
+// 		return nil, SearchHouseholdItemsOutput{}, err
+// 	}
+// 	if items == nil {
+// 		items = []ext.HouseholdItem{}
+// 	}
+// 	return nil, SearchHouseholdItemsOutput{Items: items}, nil
+// }

-// get_household_item
+// // get_household_item

-type GetHouseholdItemInput struct {
-	ID uuid.UUID `json:"id" jsonschema:"item id"`
-}
+// type GetHouseholdItemInput struct {
+// 	ID uuid.UUID `json:"id" jsonschema:"item id"`
+// }

-type GetHouseholdItemOutput struct {
-	Item ext.HouseholdItem `json:"item"`
-}
+// type GetHouseholdItemOutput struct {
+// 	Item ext.HouseholdItem `json:"item"`
+// }

-func (t *HouseholdTool) GetItem(ctx context.Context, _ *mcp.CallToolRequest, in GetHouseholdItemInput) (*mcp.CallToolResult, GetHouseholdItemOutput, error) {
-	item, err := t.store.GetHouseholdItem(ctx, in.ID)
-	if err != nil {
-		return nil, GetHouseholdItemOutput{}, err
-	}
-	return nil, GetHouseholdItemOutput{Item: item}, nil
-}
+// func (t *HouseholdTool) GetItem(ctx context.Context, _ *mcp.CallToolRequest, in GetHouseholdItemInput) (*mcp.CallToolResult, GetHouseholdItemOutput, error) {
+// 	item, err := t.store.GetHouseholdItem(ctx, in.ID)
+// 	if err != nil {
+// 		return nil, GetHouseholdItemOutput{}, err
+// 	}
+// 	return nil, GetHouseholdItemOutput{Item: item}, nil
+// }

-// add_vendor
+// // add_vendor

-type AddVendorInput struct {
-	Name        string `json:"name" jsonschema:"vendor name"`
-	ServiceType string `json:"service_type,omitempty" jsonschema:"type of service (e.g. plumber, electrician, landscaper)"`
-	Phone       string `json:"phone,omitempty"`
-	Email       string `json:"email,omitempty"`
-	Website     string `json:"website,omitempty"`
-	Notes       string `json:"notes,omitempty"`
-	Rating      *int   `json:"rating,omitempty" jsonschema:"1-5 rating"`
-}
+// type AddVendorInput struct {
+// 	Name        string `json:"name" jsonschema:"vendor name"`
+// 	ServiceType string `json:"service_type,omitempty" jsonschema:"type of service (e.g. plumber, electrician, landscaper)"`
+// 	Phone       string `json:"phone,omitempty"`
+// 	Email       string `json:"email,omitempty"`
+// 	Website     string `json:"website,omitempty"`
+// 	Notes       string `json:"notes,omitempty"`
+// 	Rating      *int   `json:"rating,omitempty" jsonschema:"1-5 rating"`
+// }

-type AddVendorOutput struct {
-	Vendor ext.HouseholdVendor `json:"vendor"`
-}
+// type AddVendorOutput struct {
+// 	Vendor ext.HouseholdVendor `json:"vendor"`
+// }

-func (t *HouseholdTool) AddVendor(ctx context.Context, _ *mcp.CallToolRequest, in AddVendorInput) (*mcp.CallToolResult, AddVendorOutput, error) {
-	if strings.TrimSpace(in.Name) == "" {
-		return nil, AddVendorOutput{}, errRequiredField("name")
-	}
-	vendor, err := t.store.AddVendor(ctx, ext.HouseholdVendor{
-		Name:        strings.TrimSpace(in.Name),
-		ServiceType: strings.TrimSpace(in.ServiceType),
-		Phone:       strings.TrimSpace(in.Phone),
-		Email:       strings.TrimSpace(in.Email),
-		Website:     strings.TrimSpace(in.Website),
-		Notes:       strings.TrimSpace(in.Notes),
-		Rating:      in.Rating,
-	})
-	if err != nil {
-		return nil, AddVendorOutput{}, err
-	}
-	return nil, AddVendorOutput{Vendor: vendor}, nil
-}
+// func (t *HouseholdTool) AddVendor(ctx context.Context, _ *mcp.CallToolRequest, in AddVendorInput) (*mcp.CallToolResult, AddVendorOutput, error) {
+// 	if strings.TrimSpace(in.Name) == "" {
+// 		return nil, AddVendorOutput{}, errRequiredField("name")
+// 	}
+// 	vendor, err := t.store.AddVendor(ctx, ext.HouseholdVendor{
+// 		Name:        strings.TrimSpace(in.Name),
+// 		ServiceType: strings.TrimSpace(in.ServiceType),
+// 		Phone:       strings.TrimSpace(in.Phone),
+// 		Email:       strings.TrimSpace(in.Email),
+// 		Website:     strings.TrimSpace(in.Website),
+// 		Notes:       strings.TrimSpace(in.Notes),
+// 		Rating:      in.Rating,
+// 	})
+// 	if err != nil {
+// 		return nil, AddVendorOutput{}, err
+// 	}
+// 	return nil, AddVendorOutput{Vendor: vendor}, nil
+// }

-// list_vendors
+// // list_vendors

-type ListVendorsInput struct {
-	ServiceType string `json:"service_type,omitempty" jsonschema:"filter by service type"`
-}
+// type ListVendorsInput struct {
+// 	ServiceType string `json:"service_type,omitempty" jsonschema:"filter by service type"`
+// }

-type ListVendorsOutput struct {
-	Vendors []ext.HouseholdVendor `json:"vendors"`
-}
+// type ListVendorsOutput struct {
+// 	Vendors []ext.HouseholdVendor `json:"vendors"`
+// }

-func (t *HouseholdTool) ListVendors(ctx context.Context, _ *mcp.CallToolRequest, in ListVendorsInput) (*mcp.CallToolResult, ListVendorsOutput, error) {
-	vendors, err := t.store.ListVendors(ctx, in.ServiceType)
-	if err != nil {
-		return nil, ListVendorsOutput{}, err
-	}
-	if vendors == nil {
-		vendors = []ext.HouseholdVendor{}
-	}
-	return nil, ListVendorsOutput{Vendors: vendors}, nil
-}
+// func (t *HouseholdTool) ListVendors(ctx context.Context, _ *mcp.CallToolRequest, in ListVendorsInput) (*mcp.CallToolResult, ListVendorsOutput, error) {
+// 	vendors, err := t.store.ListVendors(ctx, in.ServiceType)
+// 	if err != nil {
+// 		return nil, ListVendorsOutput{}, err
+// 	}
+// 	if vendors == nil {
+// 		vendors = []ext.HouseholdVendor{}
+// 	}
+// 	return nil, ListVendorsOutput{Vendors: vendors}, nil
+// }
--- a/internal/tools/learnings.go
+++ b/internal/tools/learnings.go
@@ -4,7 +4,6 @@ import (
 	"context"
 	"strings"

-	"github.com/google/uuid"
 	"github.com/modelcontextprotocol/go-sdk/mcp"

 	"git.warky.dev/wdevs/amcs/internal/config"
@@ -31,11 +30,11 @@ type AddLearningInput struct {
 	SourceType            string     `json:"source_type,omitempty"`
 	SourceRef             string     `json:"source_ref,omitempty"`
 	Project               string     `json:"project,omitempty" jsonschema:"project name or id; falls back to active session project"`
-	RelatedThoughtID      *uuid.UUID `json:"related_thought_id,omitempty"`
-	RelatedSkillID        *uuid.UUID `json:"related_skill_id,omitempty"`
+	RelatedThoughtID      *int64  `json:"related_thought_id,omitempty"`
+	RelatedSkillID        *int64  `json:"related_skill_id,omitempty"`
 	ReviewedBy            *string `json:"reviewed_by,omitempty"`
-	DuplicateOfLearningID *uuid.UUID `json:"duplicate_of_learning_id,omitempty"`
-	SupersedesLearningID  *uuid.UUID `json:"supersedes_learning_id,omitempty"`
+	DuplicateOfLearningID *int64  `json:"duplicate_of_learning_id,omitempty"`
+	SupersedesLearningID  *int64  `json:"supersedes_learning_id,omitempty"`
 	Tags                  []string   `json:"tags,omitempty"`
 }

@@ -44,7 +43,7 @@ type AddLearningOutput struct {
 }

 type GetLearningInput struct {
-	ID uuid.UUID `json:"id" jsonschema:"learning id"`
+	ID int64 `json:"id" jsonschema:"learning id"`
 }

 type GetLearningOutput struct {
@@ -75,6 +74,9 @@ func (t *LearningsTool) Add(ctx context.Context, req *mcp.CallToolRequest, in Ad
 	if summary == "" {
 		return nil, AddLearningOutput{}, errRequiredField("summary")
 	}
+	if err := t.ensureConfigured(); err != nil {
+		return nil, AddLearningOutput{}, err
+	}

 	project, err := resolveProject(ctx, t.store, t.sessions, req, in.Project, false)
 	if err != nil {
@@ -102,7 +104,7 @@ func (t *LearningsTool) Add(ctx context.Context, req *mcp.CallToolRequest, in Ad
 		learning.ActionRequired = *in.ActionRequired
 	}
 	if project != nil {
-		learning.ProjectID = &project.ID
+		learning.ProjectID = &project.NumericID
 	}

 	created, err := t.store.CreateLearning(ctx, learning)
@@ -113,6 +115,10 @@ func (t *LearningsTool) Add(ctx context.Context, req *mcp.CallToolRequest, in Ad
 }

 func (t *LearningsTool) Get(ctx context.Context, _ *mcp.CallToolRequest, in GetLearningInput) (*mcp.CallToolResult, GetLearningOutput, error) {
+	if err := t.ensureConfigured(); err != nil {
+		return nil, GetLearningOutput{}, err
+	}
+
 	learning, err := t.store.GetLearning(ctx, in.ID)
 	if err != nil {
 		return nil, GetLearningOutput{}, err
@@ -121,6 +127,10 @@ func (t *LearningsTool) Get(ctx context.Context, _ *mcp.CallToolRequest, in GetL
 }

 func (t *LearningsTool) List(ctx context.Context, req *mcp.CallToolRequest, in ListLearningsInput) (*mcp.CallToolResult, ListLearningsOutput, error) {
+	if err := t.ensureConfigured(); err != nil {
+		return nil, ListLearningsOutput{}, err
+	}
+
 	project, err := resolveProject(ctx, t.store, t.sessions, req, in.Project, false)
 	if err != nil {
 		return nil, ListLearningsOutput{}, err
@@ -136,7 +146,7 @@ func (t *LearningsTool) List(ctx context.Context, req *mcp.CallToolRequest, in L
 		Query:    strings.TrimSpace(in.Query),
 	}
 	if project != nil {
-		filter.ProjectID = &project.ID
+		filter.ProjectID = &project.NumericID
 	}

 	items, err := t.store.ListLearnings(ctx, filter)
@@ -146,6 +156,13 @@ func (t *LearningsTool) List(ctx context.Context, req *mcp.CallToolRequest, in L
 	return nil, ListLearningsOutput{Learnings: items}, nil
 }

+func (t *LearningsTool) ensureConfigured() error {
+	if t == nil || t.store == nil {
+		return errInvalidInput("learnings tool is not configured")
+	}
+	return nil
+}
+
 func defaultString(value string, fallback string) string {
 	if value == "" {
 		return fallback
--- a/internal/tools/learnings_test.go
+++ b/internal/tools/learnings_test.go
@@ -0,0 +1,69 @@
+package tools
+
+import (
+	"context"
+	"testing"
+
+	"git.warky.dev/wdevs/amcs/internal/mcperrors"
+)
+
+func TestLearningsAddRequiresSummary(t *testing.T) {
+	tool := &LearningsTool{}
+
+	_, _, err := tool.Add(context.Background(), nil, AddLearningInput{})
+	if err == nil {
+		t.Fatal("Add() error = nil, want error")
+	}
+
+	_, data := requireRPCError(t, err)
+	if data.Field != "summary" {
+		t.Fatalf("Add() error field = %q, want %q", data.Field, "summary")
+	}
+}
+
+func TestLearningsMethodsRequireConfiguredStore(t *testing.T) {
+	tool := &LearningsTool{}
+
+	t.Run("add", func(t *testing.T) {
+		_, _, err := tool.Add(context.Background(), nil, AddLearningInput{Summary: "Keep this"})
+		if err == nil {
+			t.Fatal("Add() error = nil, want error")
+		}
+		_, data := requireRPCError(t, err)
+		if data.Type != mcperrors.TypeInvalidInput {
+			t.Fatalf("Add() data.type = %q, want %q", data.Type, mcperrors.TypeInvalidInput)
+		}
+	})
+
+	t.Run("get", func(t *testing.T) {
+		_, _, err := tool.Get(context.Background(), nil, GetLearningInput{ID: 0})
+		if err == nil {
+			t.Fatal("Get() error = nil, want error")
+		}
+		_, data := requireRPCError(t, err)
+		if data.Type != mcperrors.TypeInvalidInput {
+			t.Fatalf("Get() data.type = %q, want %q", data.Type, mcperrors.TypeInvalidInput)
+		}
+	})
+
+	t.Run("list", func(t *testing.T) {
+		_, _, err := tool.List(context.Background(), nil, ListLearningsInput{})
+		if err == nil {
+			t.Fatal("List() error = nil, want error")
+		}
+		_, data := requireRPCError(t, err)
+		if data.Type != mcperrors.TypeInvalidInput {
+			t.Fatalf("List() data.type = %q, want %q", data.Type, mcperrors.TypeInvalidInput)
+		}
+	})
+}
+
+func TestNormalizeStringSliceTrimsDedupesAndDropsEmpties(t *testing.T) {
+	got := normalizeStringSlice([]string{" alpha ", "beta", "", "beta", "alpha"})
+	if len(got) != 2 {
+		t.Fatalf("normalizeStringSlice() len = %d, want 2", len(got))
+	}
+	if got[0] != "alpha" || got[1] != "beta" {
+		t.Fatalf("normalizeStringSlice() = %#v, want [alpha beta]", got)
+	}
+}
--- a/internal/tools/links.go
+++ b/internal/tools/links.go
@@ -2,6 +2,7 @@ package tools

 import (
 	"context"
+	"fmt"
 	"strings"

 	"github.com/modelcontextprotocol/go-sdk/mcp"
@@ -97,9 +98,9 @@ func (t *LinksTool) Related(ctx context.Context, _ *mcp.CallToolRequest, in Rela
 	}

 	related := make([]RelatedThought, 0, len(linked)+t.search.DefaultLimit)
-	seen := map[string]struct{}{thought.ID.String(): {}}
+	seen := map[string]struct{}{fmt.Sprint(thought.ID): {}}
 	for _, item := range linked {
-		key := item.Thought.ID.String()
+		key := fmt.Sprint(item.Thought.ID)
 		seen[key] = struct{}{}
 		related = append(related, RelatedThought{
 			ID:        key,
@@ -117,12 +118,12 @@ func (t *LinksTool) Related(ctx context.Context, _ *mcp.CallToolRequest, in Rela
 	}

 	if includeSemantic {
-		semantic, err := semanticSearch(ctx, t.store, t.embeddings, t.search, thought.Content, t.search.DefaultLimit, t.search.DefaultThreshold, thought.ProjectID, &thought.ID)
+		semantic, err := semanticSearch(ctx, t.store, t.embeddings, t.search, thought.Content, t.search.DefaultLimit, t.search.DefaultThreshold, thought.ProjectID, &thought.GUID)
 		if err != nil {
 			return nil, RelatedOutput{}, err
 		}
 		for _, item := range semantic {
-			key := item.ID.String()
+			key := fmt.Sprint(item.ID)
 			if _, ok := seen[key]; ok {
 				continue
 			}
--- a/internal/tools/list.go
+++ b/internal/tools/list.go
@@ -4,7 +4,6 @@ import (
 	"context"
 	"strings"

-	"github.com/google/uuid"
 	"github.com/modelcontextprotocol/go-sdk/mcp"

 	"git.warky.dev/wdevs/amcs/internal/config"
@@ -43,9 +42,9 @@ func (t *ListTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in List
 		return nil, ListOutput{}, err
 	}

-	var projectID *uuid.UUID
+	var projectID *int64
 	if project != nil {
-		projectID = &project.ID
+		projectID = &project.NumericID
 	}

 	thoughts, err := t.store.ListThoughts(ctx, thoughttypes.ListFilter{
@@ -61,7 +60,7 @@ func (t *ListTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in List
 		return nil, ListOutput{}, err
 	}
 	if project != nil {
-		_ = t.store.TouchProject(ctx, project.ID)
+		_ = t.store.TouchProject(ctx, project.NumericID)
 	}

 	return nil, ListOutput{Thoughts: thoughts}, nil
--- a/internal/tools/maintenance.go
+++ b/internal/tools/maintenance.go
@@ -1,137 +1,137 @@
 package tools

-import (
-	"context"
-	"strings"
-	"time"
+// import (
+// 	"context"
+// 	"strings"
+// 	"time"

-	"github.com/google/uuid"
-	"github.com/modelcontextprotocol/go-sdk/mcp"
+// 	"github.com/google/uuid"
+// 	"github.com/modelcontextprotocol/go-sdk/mcp"

-	"git.warky.dev/wdevs/amcs/internal/store"
-	ext "git.warky.dev/wdevs/amcs/internal/types"
-)
+// 	"git.warky.dev/wdevs/amcs/internal/store"
+// 	ext "git.warky.dev/wdevs/amcs/internal/types"
+// )

-type MaintenanceTool struct {
-	store *store.DB
-}
+// type MaintenanceTool struct {
+// 	store *store.DB
+// }

-func NewMaintenanceTool(db *store.DB) *MaintenanceTool {
-	return &MaintenanceTool{store: db}
-}
+// func NewMaintenanceTool(db *store.DB) *MaintenanceTool {
+// 	return &MaintenanceTool{store: db}
+// }

-// add_maintenance_task
+// // add_maintenance_task

-type AddMaintenanceTaskInput struct {
-	Name          string     `json:"name" jsonschema:"task name"`
-	Category      string     `json:"category,omitempty" jsonschema:"e.g. hvac, plumbing, exterior, appliance, landscaping"`
-	FrequencyDays *int       `json:"frequency_days,omitempty" jsonschema:"recurrence interval in days; omit for one-time tasks"`
-	NextDue       *time.Time `json:"next_due,omitempty" jsonschema:"when the task is next due"`
-	Priority      string     `json:"priority,omitempty" jsonschema:"low, medium, high, or urgent (default: medium)"`
-	Notes         string     `json:"notes,omitempty"`
-}
+// type AddMaintenanceTaskInput struct {
+// 	Name          string     `json:"name" jsonschema:"task name"`
+// 	Category      string     `json:"category,omitempty" jsonschema:"e.g. hvac, plumbing, exterior, appliance, landscaping"`
+// 	FrequencyDays *int       `json:"frequency_days,omitempty" jsonschema:"recurrence interval in days; omit for one-time tasks"`
+// 	NextDue       *time.Time `json:"next_due,omitempty" jsonschema:"when the task is next due"`
+// 	Priority      string     `json:"priority,omitempty" jsonschema:"low, medium, high, or urgent (default: medium)"`
+// 	Notes         string     `json:"notes,omitempty"`
+// }

-type AddMaintenanceTaskOutput struct {
-	Task ext.MaintenanceTask `json:"task"`
-}
+// type AddMaintenanceTaskOutput struct {
+// 	Task ext.MaintenanceTask `json:"task"`
+// }

-func (t *MaintenanceTool) AddTask(ctx context.Context, _ *mcp.CallToolRequest, in AddMaintenanceTaskInput) (*mcp.CallToolResult, AddMaintenanceTaskOutput, error) {
-	if strings.TrimSpace(in.Name) == "" {
-		return nil, AddMaintenanceTaskOutput{}, errRequiredField("name")
-	}
-	priority := strings.TrimSpace(in.Priority)
-	if priority == "" {
-		priority = "medium"
-	}
-	task, err := t.store.AddMaintenanceTask(ctx, ext.MaintenanceTask{
-		Name:          strings.TrimSpace(in.Name),
-		Category:      strings.TrimSpace(in.Category),
-		FrequencyDays: in.FrequencyDays,
-		NextDue:       in.NextDue,
-		Priority:      priority,
-		Notes:         strings.TrimSpace(in.Notes),
-	})
-	if err != nil {
-		return nil, AddMaintenanceTaskOutput{}, err
-	}
-	return nil, AddMaintenanceTaskOutput{Task: task}, nil
-}
+// func (t *MaintenanceTool) AddTask(ctx context.Context, _ *mcp.CallToolRequest, in AddMaintenanceTaskInput) (*mcp.CallToolResult, AddMaintenanceTaskOutput, error) {
+// 	if strings.TrimSpace(in.Name) == "" {
+// 		return nil, AddMaintenanceTaskOutput{}, errRequiredField("name")
+// 	}
+// 	priority := strings.TrimSpace(in.Priority)
+// 	if priority == "" {
+// 		priority = "medium"
+// 	}
+// 	task, err := t.store.AddMaintenanceTask(ctx, ext.MaintenanceTask{
+// 		Name:          strings.TrimSpace(in.Name),
+// 		Category:      strings.TrimSpace(in.Category),
+// 		FrequencyDays: in.FrequencyDays,
+// 		NextDue:       in.NextDue,
+// 		Priority:      priority,
+// 		Notes:         strings.TrimSpace(in.Notes),
+// 	})
+// 	if err != nil {
+// 		return nil, AddMaintenanceTaskOutput{}, err
+// 	}
+// 	return nil, AddMaintenanceTaskOutput{Task: task}, nil
+// }

-// log_maintenance
+// // log_maintenance

-type LogMaintenanceInput struct {
-	TaskID      uuid.UUID  `json:"task_id" jsonschema:"id of the maintenance task"`
-	CompletedAt *time.Time `json:"completed_at,omitempty" jsonschema:"when the work was done (defaults to now)"`
-	PerformedBy string     `json:"performed_by,omitempty" jsonschema:"who did the work (self, vendor name, etc.)"`
-	Cost        *float64   `json:"cost,omitempty" jsonschema:"cost of the work"`
-	Notes       string     `json:"notes,omitempty"`
-	NextAction  string     `json:"next_action,omitempty" jsonschema:"recommended follow-up"`
-}
+// type LogMaintenanceInput struct {
+// 	TaskID      uuid.UUID  `json:"task_id" jsonschema:"id of the maintenance task"`
+// 	CompletedAt *time.Time `json:"completed_at,omitempty" jsonschema:"when the work was done (defaults to now)"`
+// 	PerformedBy string     `json:"performed_by,omitempty" jsonschema:"who did the work (self, vendor name, etc.)"`
+// 	Cost        *float64   `json:"cost,omitempty" jsonschema:"cost of the work"`
+// 	Notes       string     `json:"notes,omitempty"`
+// 	NextAction  string     `json:"next_action,omitempty" jsonschema:"recommended follow-up"`
+// }

-type LogMaintenanceOutput struct {
-	Log ext.MaintenanceLog `json:"log"`
-}
+// type LogMaintenanceOutput struct {
+// 	Log ext.MaintenanceLog `json:"log"`
+// }

-func (t *MaintenanceTool) LogWork(ctx context.Context, _ *mcp.CallToolRequest, in LogMaintenanceInput) (*mcp.CallToolResult, LogMaintenanceOutput, error) {
-	completedAt := time.Now()
-	if in.CompletedAt != nil {
-		completedAt = *in.CompletedAt
-	}
-	log, err := t.store.LogMaintenance(ctx, ext.MaintenanceLog{
-		TaskID:      in.TaskID,
-		CompletedAt: completedAt,
-		PerformedBy: strings.TrimSpace(in.PerformedBy),
-		Cost:        in.Cost,
-		Notes:       strings.TrimSpace(in.Notes),
-		NextAction:  strings.TrimSpace(in.NextAction),
-	})
-	if err != nil {
-		return nil, LogMaintenanceOutput{}, err
-	}
-	return nil, LogMaintenanceOutput{Log: log}, nil
-}
+// func (t *MaintenanceTool) LogWork(ctx context.Context, _ *mcp.CallToolRequest, in LogMaintenanceInput) (*mcp.CallToolResult, LogMaintenanceOutput, error) {
+// 	completedAt := time.Now()
+// 	if in.CompletedAt != nil {
+// 		completedAt = *in.CompletedAt
+// 	}
+// 	log, err := t.store.LogMaintenance(ctx, ext.MaintenanceLog{
+// 		TaskID:      in.TaskID,
+// 		CompletedAt: completedAt,
+// 		PerformedBy: strings.TrimSpace(in.PerformedBy),
+// 		Cost:        in.Cost,
+// 		Notes:       strings.TrimSpace(in.Notes),
+// 		NextAction:  strings.TrimSpace(in.NextAction),
+// 	})
+// 	if err != nil {
+// 		return nil, LogMaintenanceOutput{}, err
+// 	}
+// 	return nil, LogMaintenanceOutput{Log: log}, nil
+// }

-// get_upcoming_maintenance
+// // get_upcoming_maintenance

-type GetUpcomingMaintenanceInput struct {
-	DaysAhead int `json:"days_ahead,omitempty" jsonschema:"how many days to look ahead (default: 30)"`
-}
+// type GetUpcomingMaintenanceInput struct {
+// 	DaysAhead int `json:"days_ahead,omitempty" jsonschema:"how many days to look ahead (default: 30)"`
+// }

-type GetUpcomingMaintenanceOutput struct {
-	Tasks []ext.MaintenanceTask `json:"tasks"`
-}
+// type GetUpcomingMaintenanceOutput struct {
+// 	Tasks []ext.MaintenanceTask `json:"tasks"`
+// }

-func (t *MaintenanceTool) GetUpcoming(ctx context.Context, _ *mcp.CallToolRequest, in GetUpcomingMaintenanceInput) (*mcp.CallToolResult, GetUpcomingMaintenanceOutput, error) {
-	tasks, err := t.store.GetUpcomingMaintenance(ctx, in.DaysAhead)
-	if err != nil {
-		return nil, GetUpcomingMaintenanceOutput{}, err
-	}
-	if tasks == nil {
-		tasks = []ext.MaintenanceTask{}
-	}
-	return nil, GetUpcomingMaintenanceOutput{Tasks: tasks}, nil
-}
+// func (t *MaintenanceTool) GetUpcoming(ctx context.Context, _ *mcp.CallToolRequest, in GetUpcomingMaintenanceInput) (*mcp.CallToolResult, GetUpcomingMaintenanceOutput, error) {
+// 	tasks, err := t.store.GetUpcomingMaintenance(ctx, in.DaysAhead)
+// 	if err != nil {
+// 		return nil, GetUpcomingMaintenanceOutput{}, err
+// 	}
+// 	if tasks == nil {
+// 		tasks = []ext.MaintenanceTask{}
+// 	}
+// 	return nil, GetUpcomingMaintenanceOutput{Tasks: tasks}, nil
+// }

-// search_maintenance_history
+// // search_maintenance_history

-type SearchMaintenanceHistoryInput struct {
-	Query    string     `json:"query,omitempty" jsonschema:"search text matching task name or notes"`
-	Category string     `json:"category,omitempty" jsonschema:"filter by task category"`
-	Start    *time.Time `json:"start,omitempty" jsonschema:"filter logs completed on or after this date"`
-	End      *time.Time `json:"end,omitempty" jsonschema:"filter logs completed on or before this date"`
-}
+// type SearchMaintenanceHistoryInput struct {
+// 	Query    string     `json:"query,omitempty" jsonschema:"search text matching task name or notes"`
+// 	Category string     `json:"category,omitempty" jsonschema:"filter by task category"`
+// 	Start    *time.Time `json:"start,omitempty" jsonschema:"filter logs completed on or after this date"`
+// 	End      *time.Time `json:"end,omitempty" jsonschema:"filter logs completed on or before this date"`
+// }

-type SearchMaintenanceHistoryOutput struct {
-	Logs []ext.MaintenanceLogWithTask `json:"logs"`
-}
+// type SearchMaintenanceHistoryOutput struct {
+// 	Logs []ext.MaintenanceLogWithTask `json:"logs"`
+// }

-func (t *MaintenanceTool) SearchHistory(ctx context.Context, _ *mcp.CallToolRequest, in SearchMaintenanceHistoryInput) (*mcp.CallToolResult, SearchMaintenanceHistoryOutput, error) {
-	logs, err := t.store.SearchMaintenanceHistory(ctx, in.Query, in.Category, in.Start, in.End)
-	if err != nil {
-		return nil, SearchMaintenanceHistoryOutput{}, err
-	}
-	if logs == nil {
-		logs = []ext.MaintenanceLogWithTask{}
-	}
-	return nil, SearchMaintenanceHistoryOutput{Logs: logs}, nil
-}
+// func (t *MaintenanceTool) SearchHistory(ctx context.Context, _ *mcp.CallToolRequest, in SearchMaintenanceHistoryInput) (*mcp.CallToolResult, SearchMaintenanceHistoryOutput, error) {
+// 	logs, err := t.store.SearchMaintenanceHistory(ctx, in.Query, in.Category, in.Start, in.End)
+// 	if err != nil {
+// 		return nil, SearchMaintenanceHistoryOutput{}, err
+// 	}
+// 	if logs == nil {
+// 		logs = []ext.MaintenanceLogWithTask{}
+// 	}
+// 	return nil, SearchMaintenanceHistoryOutput{Logs: logs}, nil
+// }
--- a/internal/tools/meals.go
+++ b/internal/tools/meals.go
@@ -1,210 +1,210 @@
 package tools

-import (
-	"context"
-	"strings"
-	"time"
+// import (
+// 	"context"
+// 	"strings"
+// 	"time"

-	"github.com/google/uuid"
-	"github.com/modelcontextprotocol/go-sdk/mcp"
+// 	"github.com/google/uuid"
+// 	"github.com/modelcontextprotocol/go-sdk/mcp"

-	"git.warky.dev/wdevs/amcs/internal/store"
-	ext "git.warky.dev/wdevs/amcs/internal/types"
-)
+// 	"git.warky.dev/wdevs/amcs/internal/store"
+// 	ext "git.warky.dev/wdevs/amcs/internal/types"
+// )

-type MealsTool struct {
-	store *store.DB
-}
+// type MealsTool struct {
+// 	store *store.DB
+// }

-func NewMealsTool(db *store.DB) *MealsTool {
-	return &MealsTool{store: db}
-}
+// func NewMealsTool(db *store.DB) *MealsTool {
+// 	return &MealsTool{store: db}
+// }

-// add_recipe
+// // add_recipe

-type AddRecipeInput struct {
-	Name            string           `json:"name" jsonschema:"recipe name"`
-	Cuisine         string           `json:"cuisine,omitempty"`
-	PrepTimeMinutes *int             `json:"prep_time_minutes,omitempty"`
-	CookTimeMinutes *int             `json:"cook_time_minutes,omitempty"`
-	Servings        *int             `json:"servings,omitempty"`
-	Ingredients     []ext.Ingredient `json:"ingredients,omitempty" jsonschema:"list of ingredients with name, quantity, unit"`
-	Instructions    []string         `json:"instructions,omitempty" jsonschema:"ordered list of steps"`
-	Tags            []string         `json:"tags,omitempty"`
-	Rating          *int             `json:"rating,omitempty" jsonschema:"1-5 rating"`
-	Notes           string           `json:"notes,omitempty"`
-}
+// type AddRecipeInput struct {
+// 	Name            string           `json:"name" jsonschema:"recipe name"`
+// 	Cuisine         string           `json:"cuisine,omitempty"`
+// 	PrepTimeMinutes *int             `json:"prep_time_minutes,omitempty"`
+// 	CookTimeMinutes *int             `json:"cook_time_minutes,omitempty"`
+// 	Servings        *int             `json:"servings,omitempty"`
+// 	Ingredients     []ext.Ingredient `json:"ingredients,omitempty" jsonschema:"list of ingredients with name, quantity, unit"`
+// 	Instructions    []string         `json:"instructions,omitempty" jsonschema:"ordered list of steps"`
+// 	Tags            []string         `json:"tags,omitempty"`
+// 	Rating          *int             `json:"rating,omitempty" jsonschema:"1-5 rating"`
+// 	Notes           string           `json:"notes,omitempty"`
+// }

-type AddRecipeOutput struct {
-	Recipe ext.Recipe `json:"recipe"`
-}
+// type AddRecipeOutput struct {
+// 	Recipe ext.Recipe `json:"recipe"`
+// }

-func (t *MealsTool) AddRecipe(ctx context.Context, _ *mcp.CallToolRequest, in AddRecipeInput) (*mcp.CallToolResult, AddRecipeOutput, error) {
-	if strings.TrimSpace(in.Name) == "" {
-		return nil, AddRecipeOutput{}, errRequiredField("name")
-	}
-	if in.Ingredients == nil {
-		in.Ingredients = []ext.Ingredient{}
-	}
-	if in.Instructions == nil {
-		in.Instructions = []string{}
-	}
-	if in.Tags == nil {
-		in.Tags = []string{}
-	}
-	recipe, err := t.store.AddRecipe(ctx, ext.Recipe{
-		Name:            strings.TrimSpace(in.Name),
-		Cuisine:         strings.TrimSpace(in.Cuisine),
-		PrepTimeMinutes: in.PrepTimeMinutes,
-		CookTimeMinutes: in.CookTimeMinutes,
-		Servings:        in.Servings,
-		Ingredients:     in.Ingredients,
-		Instructions:    in.Instructions,
-		Tags:            in.Tags,
-		Rating:          in.Rating,
-		Notes:           strings.TrimSpace(in.Notes),
-	})
-	if err != nil {
-		return nil, AddRecipeOutput{}, err
-	}
-	return nil, AddRecipeOutput{Recipe: recipe}, nil
-}
+// func (t *MealsTool) AddRecipe(ctx context.Context, _ *mcp.CallToolRequest, in AddRecipeInput) (*mcp.CallToolResult, AddRecipeOutput, error) {
+// 	if strings.TrimSpace(in.Name) == "" {
+// 		return nil, AddRecipeOutput{}, errRequiredField("name")
+// 	}
+// 	if in.Ingredients == nil {
+// 		in.Ingredients = []ext.Ingredient{}
+// 	}
+// 	if in.Instructions == nil {
+// 		in.Instructions = []string{}
+// 	}
+// 	if in.Tags == nil {
+// 		in.Tags = []string{}
+// 	}
+// 	recipe, err := t.store.AddRecipe(ctx, ext.Recipe{
+// 		Name:            strings.TrimSpace(in.Name),
+// 		Cuisine:         strings.TrimSpace(in.Cuisine),
+// 		PrepTimeMinutes: in.PrepTimeMinutes,
+// 		CookTimeMinutes: in.CookTimeMinutes,
+// 		Servings:        in.Servings,
+// 		Ingredients:     in.Ingredients,
+// 		Instructions:    in.Instructions,
+// 		Tags:            in.Tags,
+// 		Rating:          in.Rating,
+// 		Notes:           strings.TrimSpace(in.Notes),
+// 	})
+// 	if err != nil {
+// 		return nil, AddRecipeOutput{}, err
+// 	}
+// 	return nil, AddRecipeOutput{Recipe: recipe}, nil
+// }

-// search_recipes
+// // search_recipes

-type SearchRecipesInput struct {
-	Query      string   `json:"query,omitempty" jsonschema:"search by recipe name"`
-	Cuisine    string   `json:"cuisine,omitempty"`
-	Tags       []string `json:"tags,omitempty" jsonschema:"filter by tags (all must match)"`
-	Ingredient string   `json:"ingredient,omitempty" jsonschema:"filter by ingredient name"`
-}
+// type SearchRecipesInput struct {
+// 	Query      string   `json:"query,omitempty" jsonschema:"search by recipe name"`
+// 	Cuisine    string   `json:"cuisine,omitempty"`
+// 	Tags       []string `json:"tags,omitempty" jsonschema:"filter by tags (all must match)"`
+// 	Ingredient string   `json:"ingredient,omitempty" jsonschema:"filter by ingredient name"`
+// }

-type SearchRecipesOutput struct {
-	Recipes []ext.Recipe `json:"recipes"`
-}
+// type SearchRecipesOutput struct {
+// 	Recipes []ext.Recipe `json:"recipes"`
+// }

-func (t *MealsTool) SearchRecipes(ctx context.Context, _ *mcp.CallToolRequest, in SearchRecipesInput) (*mcp.CallToolResult, SearchRecipesOutput, error) {
-	recipes, err := t.store.SearchRecipes(ctx, in.Query, in.Cuisine, in.Tags, in.Ingredient)
-	if err != nil {
-		return nil, SearchRecipesOutput{}, err
-	}
-	if recipes == nil {
-		recipes = []ext.Recipe{}
-	}
-	return nil, SearchRecipesOutput{Recipes: recipes}, nil
-}
+// func (t *MealsTool) SearchRecipes(ctx context.Context, _ *mcp.CallToolRequest, in SearchRecipesInput) (*mcp.CallToolResult, SearchRecipesOutput, error) {
+// 	recipes, err := t.store.SearchRecipes(ctx, in.Query, in.Cuisine, in.Tags, in.Ingredient)
+// 	if err != nil {
+// 		return nil, SearchRecipesOutput{}, err
+// 	}
+// 	if recipes == nil {
+// 		recipes = []ext.Recipe{}
+// 	}
+// 	return nil, SearchRecipesOutput{Recipes: recipes}, nil
+// }

-// update_recipe
+// // update_recipe

-type UpdateRecipeInput struct {
-	ID              uuid.UUID        `json:"id" jsonschema:"recipe id to update"`
-	Name            string           `json:"name" jsonschema:"recipe name"`
-	Cuisine         string           `json:"cuisine,omitempty"`
-	PrepTimeMinutes *int             `json:"prep_time_minutes,omitempty"`
-	CookTimeMinutes *int             `json:"cook_time_minutes,omitempty"`
-	Servings        *int             `json:"servings,omitempty"`
-	Ingredients     []ext.Ingredient `json:"ingredients,omitempty"`
-	Instructions    []string         `json:"instructions,omitempty"`
-	Tags            []string         `json:"tags,omitempty"`
-	Rating          *int             `json:"rating,omitempty"`
-	Notes           string           `json:"notes,omitempty"`
-}
+// type UpdateRecipeInput struct {
+// 	ID              uuid.UUID        `json:"id" jsonschema:"recipe id to update"`
+// 	Name            string           `json:"name" jsonschema:"recipe name"`
+// 	Cuisine         string           `json:"cuisine,omitempty"`
+// 	PrepTimeMinutes *int             `json:"prep_time_minutes,omitempty"`
+// 	CookTimeMinutes *int             `json:"cook_time_minutes,omitempty"`
+// 	Servings        *int             `json:"servings,omitempty"`
+// 	Ingredients     []ext.Ingredient `json:"ingredients,omitempty"`
+// 	Instructions    []string         `json:"instructions,omitempty"`
+// 	Tags            []string         `json:"tags,omitempty"`
+// 	Rating          *int             `json:"rating,omitempty"`
+// 	Notes           string           `json:"notes,omitempty"`
+// }

-type UpdateRecipeOutput struct {
-	Recipe ext.Recipe `json:"recipe"`
-}
+// type UpdateRecipeOutput struct {
+// 	Recipe ext.Recipe `json:"recipe"`
+// }

-func (t *MealsTool) UpdateRecipe(ctx context.Context, _ *mcp.CallToolRequest, in UpdateRecipeInput) (*mcp.CallToolResult, UpdateRecipeOutput, error) {
-	if strings.TrimSpace(in.Name) == "" {
-		return nil, UpdateRecipeOutput{}, errRequiredField("name")
-	}
-	if in.Ingredients == nil {
-		in.Ingredients = []ext.Ingredient{}
-	}
-	if in.Instructions == nil {
-		in.Instructions = []string{}
-	}
-	if in.Tags == nil {
-		in.Tags = []string{}
-	}
-	recipe, err := t.store.UpdateRecipe(ctx, in.ID, ext.Recipe{
-		Name:            strings.TrimSpace(in.Name),
-		Cuisine:         strings.TrimSpace(in.Cuisine),
-		PrepTimeMinutes: in.PrepTimeMinutes,
-		CookTimeMinutes: in.CookTimeMinutes,
-		Servings:        in.Servings,
-		Ingredients:     in.Ingredients,
-		Instructions:    in.Instructions,
-		Tags:            in.Tags,
-		Rating:          in.Rating,
-		Notes:           strings.TrimSpace(in.Notes),
-	})
-	if err != nil {
-		return nil, UpdateRecipeOutput{}, err
-	}
-	return nil, UpdateRecipeOutput{Recipe: recipe}, nil
-}
+// func (t *MealsTool) UpdateRecipe(ctx context.Context, _ *mcp.CallToolRequest, in UpdateRecipeInput) (*mcp.CallToolResult, UpdateRecipeOutput, error) {
+// 	if strings.TrimSpace(in.Name) == "" {
+// 		return nil, UpdateRecipeOutput{}, errRequiredField("name")
+// 	}
+// 	if in.Ingredients == nil {
+// 		in.Ingredients = []ext.Ingredient{}
+// 	}
+// 	if in.Instructions == nil {
+// 		in.Instructions = []string{}
+// 	}
+// 	if in.Tags == nil {
+// 		in.Tags = []string{}
+// 	}
+// 	recipe, err := t.store.UpdateRecipe(ctx, in.ID, ext.Recipe{
+// 		Name:            strings.TrimSpace(in.Name),
+// 		Cuisine:         strings.TrimSpace(in.Cuisine),
+// 		PrepTimeMinutes: in.PrepTimeMinutes,
+// 		CookTimeMinutes: in.CookTimeMinutes,
+// 		Servings:        in.Servings,
+// 		Ingredients:     in.Ingredients,
+// 		Instructions:    in.Instructions,
+// 		Tags:            in.Tags,
+// 		Rating:          in.Rating,
+// 		Notes:           strings.TrimSpace(in.Notes),
+// 	})
+// 	if err != nil {
+// 		return nil, UpdateRecipeOutput{}, err
+// 	}
+// 	return nil, UpdateRecipeOutput{Recipe: recipe}, nil
+// }

-// create_meal_plan
+// // create_meal_plan

-type CreateMealPlanInput struct {
-	WeekStart time.Time           `json:"week_start" jsonschema:"Monday of the week to plan"`
-	Meals     []ext.MealPlanInput `json:"meals" jsonschema:"list of meal entries for the week"`
-}
+// type CreateMealPlanInput struct {
+// 	WeekStart time.Time           `json:"week_start" jsonschema:"Monday of the week to plan"`
+// 	Meals     []ext.MealPlanInput `json:"meals" jsonschema:"list of meal entries for the week"`
+// }

-type CreateMealPlanOutput struct {
-	Entries []ext.MealPlanEntry `json:"entries"`
-}
+// type CreateMealPlanOutput struct {
+// 	Entries []ext.MealPlanEntry `json:"entries"`
+// }

-func (t *MealsTool) CreateMealPlan(ctx context.Context, _ *mcp.CallToolRequest, in CreateMealPlanInput) (*mcp.CallToolResult, CreateMealPlanOutput, error) {
-	if len(in.Meals) == 0 {
-		return nil, CreateMealPlanOutput{}, errInvalidInput("meals are required")
-	}
-	entries, err := t.store.CreateMealPlan(ctx, in.WeekStart, in.Meals)
-	if err != nil {
-		return nil, CreateMealPlanOutput{}, err
-	}
-	if entries == nil {
-		entries = []ext.MealPlanEntry{}
-	}
-	return nil, CreateMealPlanOutput{Entries: entries}, nil
-}
+// func (t *MealsTool) CreateMealPlan(ctx context.Context, _ *mcp.CallToolRequest, in CreateMealPlanInput) (*mcp.CallToolResult, CreateMealPlanOutput, error) {
+// 	if len(in.Meals) == 0 {
+// 		return nil, CreateMealPlanOutput{}, errInvalidInput("meals are required")
+// 	}
+// 	entries, err := t.store.CreateMealPlan(ctx, in.WeekStart, in.Meals)
+// 	if err != nil {
+// 		return nil, CreateMealPlanOutput{}, err
+// 	}
+// 	if entries == nil {
+// 		entries = []ext.MealPlanEntry{}
+// 	}
+// 	return nil, CreateMealPlanOutput{Entries: entries}, nil
+// }

-// get_meal_plan
+// // get_meal_plan

-type GetMealPlanInput struct {
-	WeekStart time.Time `json:"week_start" jsonschema:"Monday of the week to retrieve"`
-}
+// type GetMealPlanInput struct {
+// 	WeekStart time.Time `json:"week_start" jsonschema:"Monday of the week to retrieve"`
+// }

-type GetMealPlanOutput struct {
-	Entries []ext.MealPlanEntry `json:"entries"`
-}
+// type GetMealPlanOutput struct {
+// 	Entries []ext.MealPlanEntry `json:"entries"`
+// }

-func (t *MealsTool) GetMealPlan(ctx context.Context, _ *mcp.CallToolRequest, in GetMealPlanInput) (*mcp.CallToolResult, GetMealPlanOutput, error) {
-	entries, err := t.store.GetMealPlan(ctx, in.WeekStart)
-	if err != nil {
-		return nil, GetMealPlanOutput{}, err
-	}
-	if entries == nil {
-		entries = []ext.MealPlanEntry{}
-	}
-	return nil, GetMealPlanOutput{Entries: entries}, nil
-}
+// func (t *MealsTool) GetMealPlan(ctx context.Context, _ *mcp.CallToolRequest, in GetMealPlanInput) (*mcp.CallToolResult, GetMealPlanOutput, error) {
+// 	entries, err := t.store.GetMealPlan(ctx, in.WeekStart)
+// 	if err != nil {
+// 		return nil, GetMealPlanOutput{}, err
+// 	}
+// 	if entries == nil {
+// 		entries = []ext.MealPlanEntry{}
+// 	}
+// 	return nil, GetMealPlanOutput{Entries: entries}, nil
+// }

-// generate_shopping_list
+// // generate_shopping_list

-type GenerateShoppingListInput struct {
-	WeekStart time.Time `json:"week_start" jsonschema:"Monday of the week to generate shopping list for"`
-}
+// type GenerateShoppingListInput struct {
+// 	WeekStart time.Time `json:"week_start" jsonschema:"Monday of the week to generate shopping list for"`
+// }

-type GenerateShoppingListOutput struct {
-	ShoppingList ext.ShoppingList `json:"shopping_list"`
-}
+// type GenerateShoppingListOutput struct {
+// 	ShoppingList ext.ShoppingList `json:"shopping_list"`
+// }

-func (t *MealsTool) GenerateShoppingList(ctx context.Context, _ *mcp.CallToolRequest, in GenerateShoppingListInput) (*mcp.CallToolResult, GenerateShoppingListOutput, error) {
-	list, err := t.store.GenerateShoppingList(ctx, in.WeekStart)
-	if err != nil {
-		return nil, GenerateShoppingListOutput{}, err
-	}
-	return nil, GenerateShoppingListOutput{ShoppingList: list}, nil
-}
+// func (t *MealsTool) GenerateShoppingList(ctx context.Context, _ *mcp.CallToolRequest, in GenerateShoppingListInput) (*mcp.CallToolResult, GenerateShoppingListOutput, error) {
+// 	list, err := t.store.GenerateShoppingList(ctx, in.WeekStart)
+// 	if err != nil {
+// 		return nil, GenerateShoppingListOutput{}, err
+// 	}
+// 	return nil, GenerateShoppingListOutput{ShoppingList: list}, nil
+// }
--- a/internal/tools/metadata_retry.go
+++ b/internal/tools/metadata_retry.go
@@ -2,11 +2,11 @@ package tools

 import (
 	"context"
+	"fmt"
 	"log/slog"
 	"sync"
 	"time"

-	"github.com/google/uuid"
 	"github.com/modelcontextprotocol/go-sdk/mcp"
 	"golang.org/x/sync/semaphore"

@@ -37,18 +37,18 @@ type RetryMetadataTool struct {

 type RetryLocker struct {
 	mu    sync.Mutex
-	locks map[uuid.UUID]time.Time
+	locks map[int64]time.Time
 }

 func NewRetryLocker() *RetryLocker {
-	return &RetryLocker{locks: map[uuid.UUID]time.Time{}}
+	return &RetryLocker{locks: map[int64]time.Time{}}
 }

-func (l *RetryLocker) Acquire(id uuid.UUID, ttl time.Duration) bool {
+func (l *RetryLocker) Acquire(id int64, ttl time.Duration) bool {
 	l.mu.Lock()
 	defer l.mu.Unlock()
 	if l.locks == nil {
-		l.locks = map[uuid.UUID]time.Time{}
+		l.locks = map[int64]time.Time{}
 	}
 	now := time.Now()
 	if exp, ok := l.locks[id]; ok && exp.After(now) {
@@ -58,7 +58,7 @@ func (l *RetryLocker) Acquire(id uuid.UUID, ttl time.Duration) bool {
 	return true
 }

-func (l *RetryLocker) Release(id uuid.UUID) {
+func (l *RetryLocker) Release(id int64) {
 	l.mu.Lock()
 	defer l.mu.Unlock()
 	delete(l.locks, id)
@@ -111,23 +111,24 @@ func (t *RetryMetadataTool) Handle(ctx context.Context, req *mcp.CallToolRequest
 	return t.retryer.Handle(ctx, req, in)
 }

-func (r *MetadataRetryer) QueueThought(id uuid.UUID) {
+func (r *MetadataRetryer) QueueThought(id int64) {
 	go func() {
 		started := time.Now()
+		idStr := fmt.Sprint(id)
 		if !r.lock.Acquire(id, 15*time.Minute) {
 			return
 		}
 		defer r.lock.Release(id)

 		r.logger.Info("background metadata started",
-			slog.String("thought_id", id.String()),
+			slog.String("thought_id", idStr),
 			slog.String("provider", r.metadata.PrimaryProvider()),
 			slog.String("model", r.metadata.PrimaryModel()),
 		)
 		updated, err := r.retryOne(r.backgroundCtx, id)
 		if err != nil {
 			r.logger.Warn("background metadata error",
-				slog.String("thought_id", id.String()),
+				slog.String("thought_id", idStr),
 				slog.String("provider", r.metadata.PrimaryProvider()),
 				slog.String("model", r.metadata.PrimaryModel()),
 				slog.Duration("duration", time.Since(started)),
@@ -136,7 +137,7 @@ func (r *MetadataRetryer) QueueThought(id uuid.UUID) {
 			return
 		}
 		r.logger.Info("background metadata complete",
-			slog.String("thought_id", id.String()),
+			slog.String("thought_id", idStr),
 			slog.String("provider", r.metadata.PrimaryProvider()),
 			slog.String("model", r.metadata.PrimaryModel()),
 			slog.Bool("updated", updated),
@@ -156,9 +157,9 @@ func (r *MetadataRetryer) Handle(ctx context.Context, req *mcp.CallToolRequest,
 		return nil, RetryMetadataOutput{}, err
 	}

-	var projectID *uuid.UUID
+	var projectID *int64
 	if project != nil {
-		projectID = &project.ID
+		projectID = &project.NumericID
 	}

 	thoughts, err := r.store.ListThoughtsPendingMetadataRetry(ctx, limit, projectID, in.IncludeArchived, in.OlderThanDays)
@@ -205,7 +206,7 @@ func (r *MetadataRetryer) Handle(ctx context.Context, req *mcp.CallToolRequest,
 			r.lock.Release(thought.ID)
 			if err != nil {
 				mu.Lock()
-				out.Failures = append(out.Failures, RetryMetadataFailure{ID: thought.ID.String(), Error: err.Error()})
+				out.Failures = append(out.Failures, RetryMetadataFailure{ID: fmt.Sprint(thought.ID), Error: err.Error()})
 				mu.Unlock()
 				return
 			}
@@ -228,8 +229,8 @@ func (r *MetadataRetryer) Handle(ctx context.Context, req *mcp.CallToolRequest,
 	return nil, out, nil
 }

-func (r *MetadataRetryer) retryOne(ctx context.Context, id uuid.UUID) (bool, error) {
-	thought, err := r.store.GetThought(ctx, id)
+func (r *MetadataRetryer) retryOne(ctx context.Context, id int64) (bool, error) {
+	thought, err := r.store.GetThoughtByID(ctx, id)
 	if err != nil {
 		return false, err
 	}
--- a/internal/tools/plans.go
+++ b/internal/tools/plans.go
@@ -0,0 +1,343 @@
+package tools
+
+import (
+	"context"
+	"strings"
+	"time"
+
+	"github.com/modelcontextprotocol/go-sdk/mcp"
+
+	"git.warky.dev/wdevs/amcs/internal/config"
+	"git.warky.dev/wdevs/amcs/internal/session"
+	"git.warky.dev/wdevs/amcs/internal/store"
+	thoughttypes "git.warky.dev/wdevs/amcs/internal/types"
+)
+
+type PlansTool struct {
+	store    *store.DB
+	sessions *session.ActiveProjects
+	cfg      config.SearchConfig
+}
+
+func NewPlansTool(db *store.DB, sessions *session.ActiveProjects, cfg config.SearchConfig) *PlansTool {
+	return &PlansTool{store: db, sessions: sessions, cfg: cfg}
+}
+
+// --- I/O types ---
+
+type CreatePlanInput struct {
+	Title            string   `json:"title" jsonschema:"plan title"`
+	Description      string   `json:"description,omitempty"`
+	Status           string   `json:"status,omitempty" jsonschema:"draft|active|blocked|completed|cancelled|superseded"`
+	Priority         string   `json:"priority,omitempty" jsonschema:"low|medium|high|critical"`
+	Project          string   `json:"project,omitempty" jsonschema:"project name or id; falls back to active session project"`
+	Owner            string   `json:"owner,omitempty"`
+	DueDate          string   `json:"due_date,omitempty" jsonschema:"RFC3339 timestamp"`
+	SupersedesPlanID *int64   `json:"supersedes_plan_id,omitempty"`
+	Tags             []string `json:"tags,omitempty"`
+}
+
+type CreatePlanOutput struct {
+	Plan thoughttypes.Plan `json:"plan"`
+}
+
+type GetPlanInput struct {
+	ID int64 `json:"id" jsonschema:"plan id"`
+}
+
+type GetPlanOutput struct {
+	Plan thoughttypes.PlanDetail `json:"plan"`
+}
+
+type UpdatePlanInput struct {
+	ID                    int64     `json:"id" jsonschema:"plan id"`
+	Title                 string    `json:"title,omitempty"`
+	Description           string    `json:"description,omitempty"`
+	Status                string    `json:"status,omitempty" jsonschema:"draft|active|blocked|completed|cancelled|superseded"`
+	Priority              string    `json:"priority,omitempty" jsonschema:"low|medium|high|critical"`
+	Owner                 *string   `json:"owner,omitempty" jsonschema:"empty string clears the owner"`
+	DueDate               string    `json:"due_date,omitempty" jsonschema:"RFC3339; omit to keep, 'clear' to remove"`
+	ClearDueDate          bool      `json:"clear_due_date,omitempty"`
+	CompletedAt           string    `json:"completed_at,omitempty" jsonschema:"RFC3339; omit to keep, 'clear' to remove"`
+	ClearCompletedAt      bool      `json:"clear_completed_at,omitempty"`
+	ReviewedBy            *string   `json:"reviewed_by,omitempty" jsonschema:"empty string clears the reviewer"`
+	MarkReviewed          bool      `json:"mark_reviewed,omitempty" jsonschema:"set last_reviewed_at to now"`
+	SupersedesPlanID      *int64    `json:"supersedes_plan_id,omitempty"`
+	ClearSupersedesPlanID bool      `json:"clear_supersedes_plan_id,omitempty"`
+	Tags                  *[]string `json:"tags,omitempty" jsonschema:"replaces all tags when provided; pass [] to clear"`
+}
+
+type UpdatePlanOutput struct {
+	Plan thoughttypes.Plan `json:"plan"`
+}
+
+type DeletePlanInput struct {
+	ID int64 `json:"id" jsonschema:"plan id"`
+}
+
+type DeletePlanOutput struct {
+	Deleted bool `json:"deleted"`
+}
+
+type ListPlansInput struct {
+	Limit   int    `json:"limit,omitempty"`
+	Project string `json:"project,omitempty" jsonschema:"project name or id; falls back to active session project"`
+	Status  string `json:"status,omitempty"`
+	Priority string `json:"priority,omitempty"`
+	Owner   string `json:"owner,omitempty"`
+	Tag     string `json:"tag,omitempty"`
+	Query   string `json:"query,omitempty"`
+}
+
+type ListPlansOutput struct {
+	Plans []thoughttypes.Plan `json:"plans"`
+}
+
+type PlanDependencyInput struct {
+	PlanID          int64 `json:"plan_id" jsonschema:"the plan that depends on another"`
+	DependsOnPlanID int64 `json:"depends_on_plan_id" jsonschema:"the plan that must complete first"`
+}
+
+type PlanRelatedInput struct {
+	PlanAID int64 `json:"plan_a_id"`
+	PlanBID int64 `json:"plan_b_id"`
+}
+
+type PlanLinkOutput struct {
+	OK bool `json:"ok"`
+}
+
+type PlanSkillInput struct {
+	PlanID  int64 `json:"plan_id"`
+	SkillID int64 `json:"skill_id"`
+}
+
+type ListPlanSkillsInput struct {
+	PlanID int64 `json:"plan_id"`
+}
+
+type ListPlanSkillsOutput struct {
+	Skills []thoughttypes.AgentSkill `json:"skills"`
+}
+
+type PlanGuardrailInput struct {
+	PlanID      int64 `json:"plan_id"`
+	GuardrailID int64 `json:"guardrail_id"`
+}
+
+type ListPlanGuardrailsInput struct {
+	PlanID int64 `json:"plan_id"`
+}
+
+type ListPlanGuardrailsOutput struct {
+	Guardrails []thoughttypes.AgentGuardrail `json:"guardrails"`
+}
+
+// --- Handlers ---
+
+func (t *PlansTool) Create(ctx context.Context, req *mcp.CallToolRequest, in CreatePlanInput) (*mcp.CallToolResult, CreatePlanOutput, error) {
+	title := strings.TrimSpace(in.Title)
+	if title == "" {
+		return nil, CreatePlanOutput{}, errRequiredField("title")
+	}
+
+	project, err := resolveProject(ctx, t.store, t.sessions, req, in.Project, false)
+	if err != nil {
+		return nil, CreatePlanOutput{}, err
+	}
+
+	plan := thoughttypes.Plan{
+		Title:            title,
+		Description:      strings.TrimSpace(in.Description),
+		Status:           thoughttypes.PlanStatus(defaultString(strings.TrimSpace(in.Status), string(thoughttypes.PlanStatusDraft))),
+		Priority:         thoughttypes.PlanPriority(defaultString(strings.TrimSpace(in.Priority), string(thoughttypes.PlanPriorityMedium))),
+		Owner:            strings.TrimSpace(in.Owner),
+		SupersedesPlanID: in.SupersedesPlanID,
+		Tags:             normalizeStringSlice(in.Tags),
+	}
+	if project != nil {
+		plan.ProjectID = &project.NumericID
+	}
+	if v := strings.TrimSpace(in.DueDate); v != "" {
+		t, err := time.Parse(time.RFC3339, v)
+		if err != nil {
+			return nil, CreatePlanOutput{}, errInvalidField("due_date", "invalid due_date", "use RFC3339 format")
+		}
+		plan.DueDate = &t
+	}
+
+	created, err := t.store.CreatePlan(ctx, plan)
+	if err != nil {
+		return nil, CreatePlanOutput{}, err
+	}
+	return nil, CreatePlanOutput{Plan: created}, nil
+}
+
+func (t *PlansTool) Get(ctx context.Context, _ *mcp.CallToolRequest, in GetPlanInput) (*mcp.CallToolResult, GetPlanOutput, error) {
+	detail, err := t.store.GetPlanDetail(ctx, in.ID)
+	if err != nil {
+		return nil, GetPlanOutput{}, err
+	}
+	return nil, GetPlanOutput{Plan: detail}, nil
+}
+
+func (t *PlansTool) Update(ctx context.Context, _ *mcp.CallToolRequest, in UpdatePlanInput) (*mcp.CallToolResult, UpdatePlanOutput, error) {
+	u := thoughttypes.PlanUpdate{
+		ReviewedBy:            in.ReviewedBy,
+		MarkReviewed:          in.MarkReviewed,
+		ClearDueDate:          in.ClearDueDate,
+		ClearCompletedAt:      in.ClearCompletedAt,
+		ClearSupersedesPlanID: in.ClearSupersedesPlanID,
+		SupersedesPlanID:      in.SupersedesPlanID,
+		Tags:                  in.Tags,
+		Owner:                 in.Owner,
+	}
+	if v := strings.TrimSpace(in.Title); v != "" {
+		u.Title = &v
+	}
+	if v := strings.TrimSpace(in.Description); v != "" {
+		u.Description = &v
+	}
+	if v := strings.TrimSpace(in.Status); v != "" {
+		u.Status = &v
+	}
+	if v := strings.TrimSpace(in.Priority); v != "" {
+		u.Priority = &v
+	}
+	if v := strings.TrimSpace(in.DueDate); v != "" && !in.ClearDueDate {
+		parsed, err := time.Parse(time.RFC3339, v)
+		if err != nil {
+			return nil, UpdatePlanOutput{}, errInvalidField("due_date", "invalid due_date", "use RFC3339 format")
+		}
+		u.DueDate = &parsed
+	}
+	if v := strings.TrimSpace(in.CompletedAt); v != "" && !in.ClearCompletedAt {
+		parsed, err := time.Parse(time.RFC3339, v)
+		if err != nil {
+			return nil, UpdatePlanOutput{}, errInvalidField("completed_at", "invalid completed_at", "use RFC3339 format")
+		}
+		u.CompletedAt = &parsed
+	}
+
+	plan, err := t.store.UpdatePlan(ctx, in.ID, u)
+	if err != nil {
+		return nil, UpdatePlanOutput{}, err
+	}
+	return nil, UpdatePlanOutput{Plan: plan}, nil
+}
+
+func (t *PlansTool) Delete(ctx context.Context, _ *mcp.CallToolRequest, in DeletePlanInput) (*mcp.CallToolResult, DeletePlanOutput, error) {
+	if err := t.store.DeletePlan(ctx, in.ID); err != nil {
+		return nil, DeletePlanOutput{}, err
+	}
+	return nil, DeletePlanOutput{Deleted: true}, nil
+}
+
+func (t *PlansTool) List(ctx context.Context, req *mcp.CallToolRequest, in ListPlansInput) (*mcp.CallToolResult, ListPlansOutput, error) {
+	project, err := resolveProject(ctx, t.store, t.sessions, req, in.Project, false)
+	if err != nil {
+		return nil, ListPlansOutput{}, err
+	}
+
+	filter := thoughttypes.PlanFilter{
+		Limit:    normalizeLimit(in.Limit, t.cfg),
+		Status:   strings.TrimSpace(in.Status),
+		Priority: strings.TrimSpace(in.Priority),
+		Owner:    strings.TrimSpace(in.Owner),
+		Tag:      strings.TrimSpace(in.Tag),
+		Query:    strings.TrimSpace(in.Query),
+	}
+	if project != nil {
+		filter.ProjectID = &project.NumericID
+	}
+
+	plans, err := t.store.ListPlans(ctx, filter)
+	if err != nil {
+		return nil, ListPlansOutput{}, err
+	}
+	return nil, ListPlansOutput{Plans: plans}, nil
+}
+
+func (t *PlansTool) AddDependency(ctx context.Context, _ *mcp.CallToolRequest, in PlanDependencyInput) (*mcp.CallToolResult, PlanLinkOutput, error) {
+	if in.PlanID == in.DependsOnPlanID {
+		return nil, PlanLinkOutput{}, errInvalidField("depends_on_plan_id", "a plan cannot depend on itself", "use a different plan id")
+	}
+	if err := t.store.AddPlanDependency(ctx, in.PlanID, in.DependsOnPlanID); err != nil {
+		return nil, PlanLinkOutput{}, err
+	}
+	return nil, PlanLinkOutput{OK: true}, nil
+}
+
+func (t *PlansTool) RemoveDependency(ctx context.Context, _ *mcp.CallToolRequest, in PlanDependencyInput) (*mcp.CallToolResult, PlanLinkOutput, error) {
+	if err := t.store.RemovePlanDependency(ctx, in.PlanID, in.DependsOnPlanID); err != nil {
+		return nil, PlanLinkOutput{}, err
+	}
+	return nil, PlanLinkOutput{OK: true}, nil
+}
+
+func (t *PlansTool) AddRelated(ctx context.Context, _ *mcp.CallToolRequest, in PlanRelatedInput) (*mcp.CallToolResult, PlanLinkOutput, error) {
+	if in.PlanAID == in.PlanBID {
+		return nil, PlanLinkOutput{}, errInvalidField("plan_b_id", "a plan cannot be related to itself", "use a different plan id")
+	}
+	if err := t.store.AddRelatedPlan(ctx, in.PlanAID, in.PlanBID); err != nil {
+		return nil, PlanLinkOutput{}, err
+	}
+	return nil, PlanLinkOutput{OK: true}, nil
+}
+
+func (t *PlansTool) RemoveRelated(ctx context.Context, _ *mcp.CallToolRequest, in PlanRelatedInput) (*mcp.CallToolResult, PlanLinkOutput, error) {
+	if err := t.store.RemoveRelatedPlan(ctx, in.PlanAID, in.PlanBID); err != nil {
+		return nil, PlanLinkOutput{}, err
+	}
+	return nil, PlanLinkOutput{OK: true}, nil
+}
+
+func (t *PlansTool) AddSkill(ctx context.Context, _ *mcp.CallToolRequest, in PlanSkillInput) (*mcp.CallToolResult, PlanLinkOutput, error) {
+	if err := t.store.AddPlanSkill(ctx, in.PlanID, in.SkillID); err != nil {
+		return nil, PlanLinkOutput{}, err
+	}
+	return nil, PlanLinkOutput{OK: true}, nil
+}
+
+func (t *PlansTool) RemoveSkill(ctx context.Context, _ *mcp.CallToolRequest, in PlanSkillInput) (*mcp.CallToolResult, PlanLinkOutput, error) {
+	if err := t.store.RemovePlanSkill(ctx, in.PlanID, in.SkillID); err != nil {
+		return nil, PlanLinkOutput{}, err
+	}
+	return nil, PlanLinkOutput{OK: true}, nil
+}
+
+func (t *PlansTool) ListSkills(ctx context.Context, _ *mcp.CallToolRequest, in ListPlanSkillsInput) (*mcp.CallToolResult, ListPlanSkillsOutput, error) {
+	skills, err := t.store.ListPlanSkills(ctx, in.PlanID)
+	if err != nil {
+		return nil, ListPlanSkillsOutput{}, err
+	}
+	if skills == nil {
+		skills = []thoughttypes.AgentSkill{}
+	}
+	return nil, ListPlanSkillsOutput{Skills: skills}, nil
+}
+
+func (t *PlansTool) AddGuardrail(ctx context.Context, _ *mcp.CallToolRequest, in PlanGuardrailInput) (*mcp.CallToolResult, PlanLinkOutput, error) {
+	if err := t.store.AddPlanGuardrail(ctx, in.PlanID, in.GuardrailID); err != nil {
+		return nil, PlanLinkOutput{}, err
+	}
+	return nil, PlanLinkOutput{OK: true}, nil
+}
+
+func (t *PlansTool) RemoveGuardrail(ctx context.Context, _ *mcp.CallToolRequest, in PlanGuardrailInput) (*mcp.CallToolResult, PlanLinkOutput, error) {
+	if err := t.store.RemovePlanGuardrail(ctx, in.PlanID, in.GuardrailID); err != nil {
+		return nil, PlanLinkOutput{}, err
+	}
+	return nil, PlanLinkOutput{OK: true}, nil
+}
+
+func (t *PlansTool) ListGuardrails(ctx context.Context, _ *mcp.CallToolRequest, in ListPlanGuardrailsInput) (*mcp.CallToolResult, ListPlanGuardrailsOutput, error) {
+	guardrails, err := t.store.ListPlanGuardrails(ctx, in.PlanID)
+	if err != nil {
+		return nil, ListPlanGuardrailsOutput{}, err
+	}
+	if guardrails == nil {
+		guardrails = []thoughttypes.AgentGuardrail{}
+	}
+	return nil, ListPlanGuardrailsOutput{Guardrails: guardrails}, nil
+}
--- a/internal/tools/projects.go
+++ b/internal/tools/projects.go
@@ -79,7 +79,7 @@ func (t *ProjectsTool) SetActive(ctx context.Context, req *mcp.CallToolRequest,
 		return nil, SetActiveProjectOutput{}, err
 	}
 	t.sessions.Set(sid, project.ID)
-	_ = t.store.TouchProject(ctx, project.ID)
+	_ = t.store.TouchProject(ctx, project.NumericID)
 	return nil, SetActiveProjectOutput{Project: *project}, nil
 }

--- a/internal/tools/recall.go
+++ b/internal/tools/recall.go
@@ -5,7 +5,6 @@ import (
 	"fmt"
 	"strings"

-	"github.com/google/uuid"
 	"github.com/modelcontextprotocol/go-sdk/mcp"

 	"git.warky.dev/wdevs/amcs/internal/ai"
@@ -49,9 +48,9 @@ func (t *RecallTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in Re

 	limit := normalizeLimit(in.Limit, t.search)

-	var projectID *uuid.UUID
+	var projectID *int64
 	if project != nil {
-		projectID = &project.ID
+		projectID = &project.NumericID
 	}

 	semantic, err := semanticSearch(ctx, t.store, t.embeddings, t.search, query, limit, t.search.DefaultThreshold, projectID, nil)
@@ -66,7 +65,7 @@ func (t *RecallTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in Re
 	items := make([]ContextItem, 0, limit*2)
 	seen := map[string]struct{}{}
 	for _, result := range semantic {
-		key := result.ID.String()
+		key := fmt.Sprint(result.ID)
 		seen[key] = struct{}{}
 		items = append(items, ContextItem{
 			ID:         key,
@@ -77,7 +76,7 @@ func (t *RecallTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in Re
 		})
 	}
 	for _, thought := range recent {
-		key := thought.ID.String()
+		key := fmt.Sprint(thought.ID)
 		if _, ok := seen[key]; ok {
 			continue
 		}
@@ -97,7 +96,7 @@ func (t *RecallTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in Re
 	header := "Recalled context"
 	if project != nil {
 		header = fmt.Sprintf("Recalled context for %s", project.Name)
-		_ = t.store.TouchProject(ctx, project.ID)
+		_ = t.store.TouchProject(ctx, project.NumericID)
 	}

 	return nil, RecallOutput{
--- a/internal/tools/reparse_metadata.go
+++ b/internal/tools/reparse_metadata.go
@@ -2,12 +2,12 @@ package tools

 import (
 	"context"
+	"fmt"
 	"log/slog"
 	"reflect"
 	"sync"
 	"time"

-	"github.com/google/uuid"
 	"github.com/modelcontextprotocol/go-sdk/mcp"
 	"golang.org/x/sync/semaphore"

@@ -68,9 +68,9 @@ func (t *ReparseMetadataTool) Handle(ctx context.Context, req *mcp.CallToolReque
 		return nil, ReparseMetadataOutput{}, err
 	}

-	var projectID *uuid.UUID
+	var projectID *int64
 	if project != nil {
-		projectID = &project.ID
+		projectID = &project.NumericID
 	}

 	thoughts, err := t.store.ListThoughtsForMetadataReparse(ctx, limit, projectID, in.IncludeArchived, in.OlderThanDays)
@@ -114,7 +114,7 @@ func (t *ReparseMetadataTool) Handle(ctx context.Context, req *mcp.CallToolReque
 				mu.Lock()
 				out.Normalized++
 				mu.Unlock()
-				t.logger.Warn("metadata reparse extract failed, using normalized existing metadata", slog.String("thought_id", thought.ID.String()), slog.String("error", extractErr.Error()))
+				t.logger.Warn("metadata reparse extract failed, using normalized existing metadata", slog.String("thought_id", fmt.Sprint(thought.ID)), slog.String("error", extractErr.Error()))
 			} else {
 				normalizedTarget = metadata.MarkMetadataComplete(metadata.SanitizeExtracted(extracted), t.capture, attemptedAt)
 				normalizedTarget.Attachments = thought.Metadata.Attachments
@@ -130,11 +130,11 @@ func (t *ReparseMetadataTool) Handle(ctx context.Context, req *mcp.CallToolReque
 				return
 			}

-			if _, updateErr := t.store.UpdateThought(ctx, thought.ID, thought.Content, nil, "", normalizedTarget, thought.ProjectID); updateErr != nil {
+			if _, updateErr := t.store.UpdateThought(ctx, thought.GUID, thought.Content, nil, "", normalizedTarget, thought.ProjectID); updateErr != nil {
 				mu.Lock()
-				out.Failures = append(out.Failures, ReparseMetadataFailure{ID: thought.ID.String(), Error: updateErr.Error()})
+				out.Failures = append(out.Failures, ReparseMetadataFailure{ID: fmt.Sprint(thought.ID), Error: updateErr.Error()})
 				mu.Unlock()
-				t.logger.Warn("metadata reparse update failed", slog.String("thought_id", thought.ID.String()), slog.String("error", updateErr.Error()))
+				t.logger.Warn("metadata reparse update failed", slog.String("thought_id", fmt.Sprint(thought.ID)), slog.String("error", updateErr.Error()))
 				return
 			}

--- a/internal/tools/retrieval.go
+++ b/internal/tools/retrieval.go
@@ -23,7 +23,7 @@ func semanticSearch(
 	query string,
 	limit int,
 	threshold float64,
-	projectID *uuid.UUID,
+	projectID *int64,
 	excludeID *uuid.UUID,
 ) ([]thoughttypes.SearchResult, error) {
 	model := embeddings.PrimaryModel()
--- a/internal/tools/search.go
+++ b/internal/tools/search.go
@@ -4,7 +4,6 @@ import (
 	"context"
 	"strings"

-	"github.com/google/uuid"
 	"github.com/modelcontextprotocol/go-sdk/mcp"

 	"git.warky.dev/wdevs/amcs/internal/ai"
@@ -50,10 +49,10 @@ func (t *SearchTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in Se
 		return nil, SearchOutput{}, err
 	}

-	var projectID *uuid.UUID
+	var projectID *int64
 	if project != nil {
-		projectID = &project.ID
-		_ = t.store.TouchProject(ctx, project.ID)
+		projectID = &project.NumericID
+		_ = t.store.TouchProject(ctx, project.NumericID)
 	}

 	results, err := semanticSearch(ctx, t.store, t.embeddings, t.search, query, limit, threshold, projectID, nil)
--- a/internal/tools/skills.go
+++ b/internal/tools/skills.go
@@ -4,7 +4,6 @@ import (
 	"context"
 	"strings"

-	"github.com/google/uuid"
 	"github.com/modelcontextprotocol/go-sdk/mcp"

 	"git.warky.dev/wdevs/amcs/internal/session"
@@ -59,7 +58,7 @@ func (t *SkillsTool) AddSkill(ctx context.Context, _ *mcp.CallToolRequest, in Ad
 // remove_skill

 type RemoveSkillInput struct {
-	ID uuid.UUID `json:"id" jsonschema:"skill id to remove"`
+	ID int64 `json:"id" jsonschema:"skill id to remove"`
 }

 type RemoveSkillOutput struct {
@@ -147,7 +146,7 @@ func (t *SkillsTool) AddGuardrail(ctx context.Context, _ *mcp.CallToolRequest, i
 // remove_guardrail

 type RemoveGuardrailInput struct {
-	ID uuid.UUID `json:"id" jsonschema:"guardrail id to remove"`
+	ID int64 `json:"id" jsonschema:"guardrail id to remove"`
 }

 type RemoveGuardrailOutput struct {
@@ -187,12 +186,12 @@ func (t *SkillsTool) ListGuardrails(ctx context.Context, _ *mcp.CallToolRequest,

 type AddProjectSkillInput struct {
 	Project string `json:"project,omitempty" jsonschema:"project name or id (uses active project if omitted)"`
-	SkillID uuid.UUID `json:"skill_id" jsonschema:"skill id to link"`
+	SkillID int64  `json:"skill_id" jsonschema:"skill id to link"`
 }

 type AddProjectSkillOutput struct {
-	ProjectID uuid.UUID `json:"project_id"`
-	SkillID   uuid.UUID `json:"skill_id"`
+	ProjectID int64 `json:"project_id"`
+	SkillID   int64 `json:"skill_id"`
 }

 func (t *SkillsTool) AddProjectSkill(ctx context.Context, req *mcp.CallToolRequest, in AddProjectSkillInput) (*mcp.CallToolResult, AddProjectSkillOutput, error) {
@@ -200,17 +199,17 @@ func (t *SkillsTool) AddProjectSkill(ctx context.Context, req *mcp.CallToolReque
 	if err != nil {
 		return nil, AddProjectSkillOutput{}, err
 	}
-	if err := t.store.AddProjectSkill(ctx, project.ID, in.SkillID); err != nil {
+	if err := t.store.AddProjectSkill(ctx, project.NumericID, in.SkillID); err != nil {
 		return nil, AddProjectSkillOutput{}, err
 	}
-	return nil, AddProjectSkillOutput{ProjectID: project.ID, SkillID: in.SkillID}, nil
+	return nil, AddProjectSkillOutput{ProjectID: project.NumericID, SkillID: in.SkillID}, nil
 }

 // remove_project_skill

 type RemoveProjectSkillInput struct {
 	Project string `json:"project,omitempty" jsonschema:"project name or id (uses active project if omitted)"`
-	SkillID uuid.UUID `json:"skill_id" jsonschema:"skill id to unlink"`
+	SkillID int64  `json:"skill_id" jsonschema:"skill id to unlink"`
 }

 type RemoveProjectSkillOutput struct {
@@ -222,7 +221,7 @@ func (t *SkillsTool) RemoveProjectSkill(ctx context.Context, req *mcp.CallToolRe
 	if err != nil {
 		return nil, RemoveProjectSkillOutput{}, err
 	}
-	if err := t.store.RemoveProjectSkill(ctx, project.ID, in.SkillID); err != nil {
+	if err := t.store.RemoveProjectSkill(ctx, project.NumericID, in.SkillID); err != nil {
 		return nil, RemoveProjectSkillOutput{}, err
 	}
 	return nil, RemoveProjectSkillOutput{Removed: true}, nil
@@ -235,7 +234,7 @@ type ListProjectSkillsInput struct {
 }

 type ListProjectSkillsOutput struct {
-	ProjectID uuid.UUID        `json:"project_id"`
+	ProjectID int64            `json:"project_id"`
 	Skills    []ext.AgentSkill `json:"skills"`
 }

@@ -244,26 +243,26 @@ func (t *SkillsTool) ListProjectSkills(ctx context.Context, req *mcp.CallToolReq
 	if err != nil {
 		return nil, ListProjectSkillsOutput{}, err
 	}
-	skills, err := t.store.ListProjectSkills(ctx, project.ID)
+	skills, err := t.store.ListProjectSkills(ctx, project.NumericID)
 	if err != nil {
 		return nil, ListProjectSkillsOutput{}, err
 	}
 	if skills == nil {
 		skills = []ext.AgentSkill{}
 	}
-	return nil, ListProjectSkillsOutput{ProjectID: project.ID, Skills: skills}, nil
+	return nil, ListProjectSkillsOutput{ProjectID: project.NumericID, Skills: skills}, nil
 }

 // add_project_guardrail

 type AddProjectGuardrailInput struct {
 	Project     string `json:"project,omitempty" jsonschema:"project name or id (uses active project if omitted)"`
-	GuardrailID uuid.UUID `json:"guardrail_id" jsonschema:"guardrail id to link"`
+	GuardrailID int64  `json:"guardrail_id" jsonschema:"guardrail id to link"`
 }

 type AddProjectGuardrailOutput struct {
-	ProjectID   uuid.UUID `json:"project_id"`
-	GuardrailID uuid.UUID `json:"guardrail_id"`
+	ProjectID   int64 `json:"project_id"`
+	GuardrailID int64 `json:"guardrail_id"`
 }

 func (t *SkillsTool) AddProjectGuardrail(ctx context.Context, req *mcp.CallToolRequest, in AddProjectGuardrailInput) (*mcp.CallToolResult, AddProjectGuardrailOutput, error) {
@@ -271,17 +270,17 @@ func (t *SkillsTool) AddProjectGuardrail(ctx context.Context, req *mcp.CallToolR
 	if err != nil {
 		return nil, AddProjectGuardrailOutput{}, err
 	}
-	if err := t.store.AddProjectGuardrail(ctx, project.ID, in.GuardrailID); err != nil {
+	if err := t.store.AddProjectGuardrail(ctx, project.NumericID, in.GuardrailID); err != nil {
 		return nil, AddProjectGuardrailOutput{}, err
 	}
-	return nil, AddProjectGuardrailOutput{ProjectID: project.ID, GuardrailID: in.GuardrailID}, nil
+	return nil, AddProjectGuardrailOutput{ProjectID: project.NumericID, GuardrailID: in.GuardrailID}, nil
 }

 // remove_project_guardrail

 type RemoveProjectGuardrailInput struct {
 	Project     string `json:"project,omitempty" jsonschema:"project name or id (uses active project if omitted)"`
-	GuardrailID uuid.UUID `json:"guardrail_id" jsonschema:"guardrail id to unlink"`
+	GuardrailID int64  `json:"guardrail_id" jsonschema:"guardrail id to unlink"`
 }

 type RemoveProjectGuardrailOutput struct {
@@ -293,7 +292,7 @@ func (t *SkillsTool) RemoveProjectGuardrail(ctx context.Context, req *mcp.CallTo
 	if err != nil {
 		return nil, RemoveProjectGuardrailOutput{}, err
 	}
-	if err := t.store.RemoveProjectGuardrail(ctx, project.ID, in.GuardrailID); err != nil {
+	if err := t.store.RemoveProjectGuardrail(ctx, project.NumericID, in.GuardrailID); err != nil {
 		return nil, RemoveProjectGuardrailOutput{}, err
 	}
 	return nil, RemoveProjectGuardrailOutput{Removed: true}, nil
@@ -306,7 +305,7 @@ type ListProjectGuardrailsInput struct {
 }

 type ListProjectGuardrailsOutput struct {
-	ProjectID  uuid.UUID            `json:"project_id"`
+	ProjectID  int64                `json:"project_id"`
 	Guardrails []ext.AgentGuardrail `json:"guardrails"`
 }

@@ -315,12 +314,12 @@ func (t *SkillsTool) ListProjectGuardrails(ctx context.Context, req *mcp.CallToo
 	if err != nil {
 		return nil, ListProjectGuardrailsOutput{}, err
 	}
-	guardrails, err := t.store.ListProjectGuardrails(ctx, project.ID)
+	guardrails, err := t.store.ListProjectGuardrails(ctx, project.NumericID)
 	if err != nil {
 		return nil, ListProjectGuardrailsOutput{}, err
 	}
 	if guardrails == nil {
 		guardrails = []ext.AgentGuardrail{}
 	}
-	return nil, ListProjectGuardrailsOutput{ProjectID: project.ID, Guardrails: guardrails}, nil
+	return nil, ListProjectGuardrailsOutput{ProjectID: project.NumericID, Guardrails: guardrails}, nil
 }
--- a/internal/tools/summarize.go
+++ b/internal/tools/summarize.go
@@ -4,7 +4,6 @@ import (
 	"context"
 	"strings"

-	"github.com/google/uuid"
 	"github.com/modelcontextprotocol/go-sdk/mcp"

 	"git.warky.dev/wdevs/amcs/internal/ai"
@@ -49,9 +48,9 @@ func (t *SummarizeTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in
 	count := 0

 	if query != "" {
-		var projectID *uuid.UUID
+		var projectID *int64
 		if project != nil {
-			projectID = &project.ID
+			projectID = &project.NumericID
 		}
 		results, err := semanticSearch(ctx, t.store, t.embeddings, t.search, query, limit, t.search.DefaultThreshold, projectID, nil)
 		if err != nil {
@@ -62,9 +61,9 @@ func (t *SummarizeTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in
 		}
 		count = len(results)
 	} else {
-		var projectID *uuid.UUID
+		var projectID *int64
 		if project != nil {
-			projectID = &project.ID
+			projectID = &project.NumericID
 		}
 		thoughts, err := t.store.RecentThoughts(ctx, projectID, limit, in.Days)
 		if err != nil {
@@ -83,7 +82,7 @@ func (t *SummarizeTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in
 		return nil, SummarizeOutput{}, err
 	}
 	if project != nil {
-		_ = t.store.TouchProject(ctx, project.ID)
+		_ = t.store.TouchProject(ctx, project.NumericID)
 	}

 	return nil, SummarizeOutput{Summary: summary, Count: count}, nil
--- a/internal/tools/update.go
+++ b/internal/tools/update.go
@@ -83,7 +83,7 @@ func (t *UpdateTool) Handle(ctx context.Context, _ *mcp.CallToolRequest, in Upda
 		if err != nil {
 			return nil, UpdateOutput{}, err
 		}
-		projectID = &project.ID
+		projectID = &project.NumericID
 	}

 	updated, err := t.store.UpdateThought(ctx, id, content, embedding, embeddingModel, mergedMetadata, projectID)
--- a/internal/types/extensions.go
+++ b/internal/types/extensions.go
@@ -217,7 +217,8 @@ type ContactHistory struct {
 // Agent Skills & Guardrails

 type AgentSkill struct {
-	ID          uuid.UUID `json:"id"`
+	ID          int64     `json:"id"`
+	GUID        uuid.UUID `json:"guid"`
 	Name        string    `json:"name"`
 	Description string    `json:"description,omitempty"`
 	Content     string    `json:"content"`
@@ -227,7 +228,8 @@ type AgentSkill struct {
 }

 type AgentGuardrail struct {
-	ID          uuid.UUID `json:"id"`
+	ID          int64     `json:"id"`
+	GUID        uuid.UUID `json:"guid"`
 	Name        string    `json:"name"`
 	Description string    `json:"description,omitempty"`
 	Content     string    `json:"content"`
@@ -245,12 +247,13 @@ type ChatMessage struct {
 }

 type ChatHistory struct {
-	ID        uuid.UUID      `json:"id"`
+	ID        int64          `json:"id"`
+	GUID      uuid.UUID      `json:"guid"`
 	SessionID string         `json:"session_id"`
 	Title     string         `json:"title,omitempty"`
 	Channel   string         `json:"channel,omitempty"`
 	AgentID   string         `json:"agent_id,omitempty"`
-	ProjectID *uuid.UUID     `json:"project_id,omitempty"`
+	ProjectID *int64         `json:"project_id,omitempty"`
 	Messages  []ChatMessage  `json:"messages"`
 	Summary   string         `json:"summary,omitempty"`
 	Metadata  map[string]any `json:"metadata"`
--- a/internal/types/learning.go
+++ b/internal/types/learning.go
@@ -33,7 +33,8 @@ const (
 )

 type Learning struct {
-	ID                    uuid.UUID             `json:"id"`
+	ID                    int64                 `json:"id"`
+	GUID                  uuid.UUID             `json:"guid"`
 	Summary               string                `json:"summary"`
 	Details               string                `json:"details"`
 	Category              string                `json:"category"`
@@ -44,13 +45,13 @@ type Learning struct {
 	ActionRequired        bool                  `json:"action_required"`
 	SourceType            string                `json:"source_type,omitempty"`
 	SourceRef             string                `json:"source_ref,omitempty"`
-	ProjectID             *uuid.UUID            `json:"project_id,omitempty"`
-	RelatedThoughtID      *uuid.UUID            `json:"related_thought_id,omitempty"`
-	RelatedSkillID        *uuid.UUID            `json:"related_skill_id,omitempty"`
+	ProjectID             *int64                `json:"project_id,omitempty"`
+	RelatedThoughtID      *int64                `json:"related_thought_id,omitempty"`
+	RelatedSkillID        *int64                `json:"related_skill_id,omitempty"`
 	ReviewedBy            *string               `json:"reviewed_by,omitempty"`
 	ReviewedAt            *time.Time            `json:"reviewed_at,omitempty"`
-	DuplicateOfLearningID *uuid.UUID            `json:"duplicate_of_learning_id,omitempty"`
-	SupersedesLearningID  *uuid.UUID            `json:"supersedes_learning_id,omitempty"`
+	DuplicateOfLearningID *int64                `json:"duplicate_of_learning_id,omitempty"`
+	SupersedesLearningID  *int64                `json:"supersedes_learning_id,omitempty"`
 	Tags                  []string              `json:"tags"`
 	CreatedAt             time.Time             `json:"created_at"`
 	UpdatedAt             time.Time             `json:"updated_at"`
@@ -58,7 +59,7 @@ type Learning struct {

 type LearningFilter struct {
 	Limit     int
-	ProjectID *uuid.UUID
+	ProjectID *int64
 	Category  string
 	Area      string
 	Status    string
--- a/internal/types/plan.go
+++ b/internal/types/plan.go
@@ -0,0 +1,84 @@
+package types
+
+import (
+	"time"
+
+	"github.com/google/uuid"
+)
+
+type PlanStatus string
+
+const (
+	PlanStatusDraft      PlanStatus = "draft"
+	PlanStatusActive     PlanStatus = "active"
+	PlanStatusBlocked    PlanStatus = "blocked"
+	PlanStatusCompleted  PlanStatus = "completed"
+	PlanStatusCancelled  PlanStatus = "cancelled"
+	PlanStatusSuperseded PlanStatus = "superseded"
+)
+
+type PlanPriority string
+
+const (
+	PlanPriorityLow      PlanPriority = "low"
+	PlanPriorityMedium   PlanPriority = "medium"
+	PlanPriorityHigh     PlanPriority = "high"
+	PlanPriorityCritical PlanPriority = "critical"
+)
+
+type Plan struct {
+	ID               int64        `json:"id"`
+	GUID             uuid.UUID    `json:"guid"`
+	Title            string       `json:"title"`
+	Description      string       `json:"description"`
+	Status           PlanStatus   `json:"status"`
+	Priority         PlanPriority `json:"priority"`
+	ProjectID        *int64       `json:"project_id,omitempty"`
+	Owner            string       `json:"owner,omitempty"`
+	DueDate          *time.Time   `json:"due_date,omitempty"`
+	CompletedAt      *time.Time   `json:"completed_at,omitempty"`
+	ReviewedBy       string       `json:"reviewed_by,omitempty"`
+	LastReviewedAt   *time.Time   `json:"last_reviewed_at,omitempty"`
+	SupersedesPlanID *int64       `json:"supersedes_plan_id,omitempty"`
+	Tags             []string     `json:"tags"`
+	CreatedAt        time.Time    `json:"created_at"`
+	UpdatedAt        time.Time    `json:"updated_at"`
+}
+
+// PlanDetail enriches Plan with all related records, returned by get_plan.
+type PlanDetail struct {
+	Plan
+	DependsOn    []Plan           `json:"depends_on"`
+	Blocks       []Plan           `json:"blocks"`
+	RelatedPlans []Plan           `json:"related_plans"`
+	Skills       []AgentSkill     `json:"skills"`
+	Guardrails   []AgentGuardrail `json:"guardrails"`
+}
+
+type PlanFilter struct {
+	Limit     int
+	ProjectID *int64
+	Status    string
+	Priority  string
+	Owner     string
+	Tag       string
+	Query     string
+}
+
+// PlanUpdate describes a partial update; nil pointer fields are not touched.
+type PlanUpdate struct {
+	Title                 *string
+	Description           *string
+	Status                *string
+	Priority              *string
+	Owner                 *string    // "" to clear
+	DueDate               *time.Time // nil = no change
+	ClearDueDate          bool       // true = set NULL (takes priority over DueDate)
+	CompletedAt           *time.Time
+	ClearCompletedAt      bool
+	ReviewedBy            *string // "" to clear
+	MarkReviewed          bool    // sets last_reviewed_at = now()
+	SupersedesPlanID      *int64
+	ClearSupersedesPlanID bool
+	Tags                  *[]string // nil = no change; replace when non-nil
+}
--- a/internal/types/project.go
+++ b/internal/types/project.go
@@ -9,11 +9,12 @@ import (
 type ThoughtPatch struct {
 	Content  *string         `json:"content,omitempty"`
 	Metadata ThoughtMetadata `json:"metadata,omitempty"`
-	Project  *uuid.UUID      `json:"project_id,omitempty"`
+	Project  *int64          `json:"project_id,omitempty"`
 }

 type Project struct {
 	ID           uuid.UUID `json:"id"`
+	NumericID    int64     `json:"-"`
 	Name         string    `json:"name"`
 	Description  string    `json:"description,omitempty"`
 	CreatedAt    time.Time `json:"created_at"`
--- a/internal/types/thought.go
+++ b/internal/types/thought.go
@@ -30,9 +30,10 @@ type ThoughtAttachment struct {
 }

 type StoredFile struct {
-	ID        uuid.UUID  `json:"id"`
-	ThoughtID *uuid.UUID `json:"thought_id,omitempty"`
-	ProjectID *uuid.UUID `json:"project_id,omitempty"`
+	ID        int64      `json:"id"`
+	GUID      uuid.UUID  `json:"guid"`
+	ThoughtID *int64     `json:"thought_id,omitempty"`
+	ProjectID *int64     `json:"project_id,omitempty"`
 	Name      string     `json:"name"`
 	MediaType string     `json:"media_type"`
 	Kind      string     `json:"kind"`
@@ -46,25 +47,26 @@ type StoredFile struct {

 type StoredFileFilter struct {
 	Limit     int
-	ThoughtID *uuid.UUID
-	ProjectID *uuid.UUID
+	ThoughtID *int64
+	ProjectID *int64
 	Kind      string
 }

 type Thought struct {
-	ID              uuid.UUID       `json:"id"`
+	ID              int64           `json:"id"`
+	GUID            uuid.UUID       `json:"guid"`
 	Content         string          `json:"content"`
 	Embedding       []float32       `json:"embedding,omitempty"`
 	EmbeddingStatus string          `json:"embedding_status,omitempty"`
 	Metadata        ThoughtMetadata `json:"metadata"`
-	ProjectID       *uuid.UUID      `json:"project_id,omitempty"`
+	ProjectID       *int64          `json:"project_id,omitempty"`
 	ArchivedAt      *time.Time      `json:"archived_at,omitempty"`
 	CreatedAt       time.Time       `json:"created_at"`
 	UpdatedAt       time.Time       `json:"updated_at"`
 }

 type SearchResult struct {
-	ID         uuid.UUID       `json:"id"`
+	ID         int64           `json:"id"`
 	Content    string          `json:"content"`
 	Metadata   ThoughtMetadata `json:"metadata"`
 	Similarity float64         `json:"similarity"`
@@ -77,7 +79,7 @@ type ListFilter struct {
 	Topic           string
 	Person          string
 	Days            int
-	ProjectID       *uuid.UUID
+	ProjectID       *int64
 	IncludeArchived bool
 }

--- a/llm/memory.md
+++ b/llm/memory.md
@@ -1,6 +1,6 @@
 # AMCS Memory Instructions

-AMCS (Avalon Memory Crystal Server) is an MCP server for capturing and retrieving thoughts, memory, and project context. It is backed by Postgres with pgvector for semantic search.
+AMCS (Avalon Memory Control Service) is an MCP server for capturing and retrieving thoughts, memory, and project context. It is backed by Postgres with pgvector for semantic search.

 `amcs-cli` is a pre-built CLI that connects to the AMCS MCP server so agents do not need to implement their own HTTP MCP client. Download it from https://git.warky.dev/wdevs/amcs/releases

@@ -53,6 +53,7 @@ Do not abandon the project scope or retry without a project. The project simply
 - Use project memory for code decisions, architecture, TODOs, debugging findings, and context specific to the current repo or workstream.
 - Before substantial work, always retrieve context with `get_project_context` or `recall_context` so prior decisions inform your approach.
 - Save durable project facts with `capture_thought` after completing meaningful work.
+- Use structured learnings for curated, reusable lessons that should remain distinct from raw thought capture.
 - Use `save_file` or `upload_file` for project assets the memory should retain, such as screenshots, PDFs, audio notes, and other documents.
 - If the goal is to retain the artifact itself, store the file directly instead of first reading, transcribing, or summarizing its contents.
 - For binary files or files larger than 10 MB, call `upload_file` with `content_path` (absolute server-side path) first to get an `amcs://files/{id}` URI, then pass that URI to `save_file` as `content_uri` to link it to a thought. This avoids base64 encoding entirely.
@@ -64,6 +65,14 @@ Do not abandon the project scope or retry without a project. The project simply
 - Stored files and attachment metadata must not be sent to the metadata extraction client.
 - Do not attach memory to the wrong project.

+## Structured Learnings
+
+- Learnings are curated memory records for durable insights, decisions, and evidence-backed findings.
+- Prefer `capture_thought` for fast/raw notes during work; prefer learnings when the information is stable enough to normalize and track.
+- Create learnings with `add_learning` (required: `summary`; optional: `details`, `category`, `area`, `status`, `priority`, `confidence`, `action_required`, `tags`, and related links).
+- Retrieve one learning with `get_learning` and browse/filter with `list_learnings` (project/category/area/status/priority/tag/query).
+- Keep learnings concise, specific, and non-duplicative; use `tags` and status fields so future retrieval is reliable.
+
 ## Global Notebook Rules

 - Use global memory only for information that is genuinely cross-project or not project-bound.
@@ -80,6 +89,32 @@ Do not abandon the project scope or retry without a project. The project simply
 - Do not base64-encode a file to pass it to `save_file` if an `amcs://files/{id}` URI is already available from a prior `upload_file` or HTTP upload.
 - When saving, choose the narrowest correct scope: project if project-specific, global if not.

+## Plans
+
+Plans are structured, trackable work items linked to projects. Use plans for multi-step goals, workstreams, or anything that needs an owner, due date, status lifecycle, or explicit dependency tracking.
+
+- **Status lifecycle**: `draft` → `active` → `blocked` | `completed` | `cancelled` | `superseded`
+- **Priority**: `low`, `medium` (default), `high`, `critical`
+- Create plans with `create_plan` (required: `title`; optional: `description`, `status`, `priority`, `project`, `owner`, `due_date`, `supersedes_plan_id`, `tags`).
+- Retrieve a full plan with `get_plan` — returns the plan plus `depends_on`, `blocks`, `related_plans`, `skills`, and `guardrails` in a single call.
+- Partially update a plan with `update_plan` (only provided fields change). Use `mark_reviewed: true` to stamp `last_reviewed_at` without manually passing a timestamp.
+- List and filter with `list_plans` (project/status/priority/owner/tag/query).
+- Delete permanently with `delete_plan`.
+
+**Dependencies** (directional — "A cannot proceed until B is done"):
+- `add_plan_dependency` / `remove_plan_dependency` using `plan_id` and `depends_on_plan_id`.
+- `get_plan` returns `depends_on` (plans this plan waits on) and `blocks` (plans waiting on this one).
+
+**Related plans** (bidirectional — thematically linked, no ordering):
+- `add_related_plan` / `remove_related_plan` using `plan_a_id` and `plan_b_id` (order does not matter).
+
+**Plan skills and guardrails** (agent behaviour scoped to a plan):
+- `add_plan_skill` / `remove_plan_skill` / `list_plan_skills`
+- `add_plan_guardrail` / `remove_plan_guardrail` / `list_plan_guardrails`
+- Load plan skills and guardrails alongside project skills/guardrails when working within a specific plan's scope.
+
+**Freshness**: use `last_reviewed_at` and `reviewed_by` to track whether a plan is current. Set `mark_reviewed: true` on `update_plan` after reviewing a plan so staleness is visible in `list_plans` results.
+
 ## Tool Annotations

 As you learn non-obvious behaviours, gotchas, or workflow patterns for individual tools, persist them with `annotate_tool`:
@@ -100,4 +135,4 @@ Notes are returned by `describe_tools` in future sessions. Annotate whenever you

 ## Short Operational Form

-At the start of every session, call `describe_tools` to read the full tool list and any accumulated usage notes. Use AMCS memory in project scope when the current work matches a known project; if no clear project matches, global notebook memory is allowed for non-project-specific information. At the start of every project session call `list_project_skills` and `list_project_guardrails` and apply what is returned; only create new skills or guardrails if none exist. If your MCP client does not preserve sessions across calls, pass `project` explicitly instead of relying on `set_active_project`. Store durable notes with `capture_thought`. For binary files or files larger than 10 MB, call `upload_file` with `content_path` to stage the file and get an `amcs://files/{id}` URI, then pass that URI to `save_file` as `content_uri` to link it to a thought. For small files, use `save_file` or `upload_file` with `content_base64` directly. Browse stored files with `list_files`, and load them with `load_file` only when their contents are needed. Stored files can also be read as raw binary via MCP resources at `amcs://files/{id}`. Never store project-specific memory globally when a matching project exists, and never store memory in the wrong project. If project matching is ambiguous, ask the user. If a tool returns `project_not_found`, call `create_project` with that name and retry — never drop the project scope. Whenever you discover a non-obvious tool behaviour, gotcha, or workflow pattern, record it with `annotate_tool` so future sessions benefit.
+At the start of every session, call `describe_tools` to read the full tool list and any accumulated usage notes. Use AMCS memory in project scope when the current work matches a known project; if no clear project matches, global notebook memory is allowed for non-project-specific information. At the start of every project session call `list_project_skills` and `list_project_guardrails` and apply what is returned; only create new skills or guardrails if none exist. If your MCP client does not preserve sessions across calls, pass `project` explicitly instead of relying on `set_active_project`. Store raw/durable notes with `capture_thought`, store curated durable lessons with `add_learning`, and track structured multi-step goals with `create_plan`. Use `get_plan` to load a plan's full context including dependencies, related plans, and linked skills/guardrails. Stamp `last_reviewed_at` on plans you review with `update_plan mark_reviewed: true`. For binary files or files larger than 10 MB, call `upload_file` with `content_path` to stage the file and get an `amcs://files/{id}` URI, then pass that URI to `save_file` as `content_uri` to link it to a thought. For small files, use `save_file` or `upload_file` with `content_base64` directly. Browse stored files with `list_files`, and load them with `load_file` only when their contents are needed. Stored files can also be read as raw binary via MCP resources at `amcs://files/{id}`. Never store project-specific memory globally when a matching project exists, and never store memory in the wrong project. If project matching is ambiguous, ask the user. If a tool returns `project_not_found`, call `create_project` with that name and retry — never drop the project scope. Whenever you discover a non-obvious tool behaviour, gotcha, or workflow pattern, record it with `annotate_tool` so future sessions benefit.
--- a/migrations/001_enable_vector.sql
+++ b/migrations/001_enable_vector.sql
@@ -1,2 +1,3 @@
 create extension if not exists vector;
 create extension if not exists pgcrypto;
+CREATE EXTENSION IF NOT EXISTS pg_trgm;
--- a/migrations/015_bigserial_guid_migration.sql
+++ b/migrations/015_bigserial_guid_migration.sql
@@ -0,0 +1,338 @@
+-- Migration: Convert uuid PKs to bigserial, rename old uuid id to guid, convert FK columns to bigint
+-- Tables with uuid PK → bigserial: agent_skills, agent_guardrails, chat_histories, learnings, plans
+-- Tables with serial → bigserial: thought_links, plan_dependencies, plan_related_plans, plan_skills, plan_guardrails, project_skills, project_guardrails
+-- FK columns: all uuid FK columns converted to bigint referencing .id
+
+BEGIN;
+
+-- ============================================================
+-- STEP 1: Drop all FK constraints affected by this migration
+-- ============================================================
+
+ALTER TABLE public.thoughts DROP CONSTRAINT IF EXISTS thoughts_project_id_fkey;
+ALTER TABLE public.embeddings DROP CONSTRAINT IF EXISTS embeddings_thought_id_fkey;
+ALTER TABLE public.stored_files DROP CONSTRAINT IF EXISTS stored_files_thought_id_fkey;
+ALTER TABLE public.stored_files DROP CONSTRAINT IF EXISTS stored_files_project_id_fkey;
+ALTER TABLE public.project_skills DROP CONSTRAINT IF EXISTS project_skills_project_id_fkey;
+ALTER TABLE public.project_skills DROP CONSTRAINT IF EXISTS project_skills_skill_id_fkey;
+ALTER TABLE public.project_guardrails DROP CONSTRAINT IF EXISTS project_guardrails_project_id_fkey;
+ALTER TABLE public.project_guardrails DROP CONSTRAINT IF EXISTS project_guardrails_guardrail_id_fkey;
+ALTER TABLE public.chat_histories DROP CONSTRAINT IF EXISTS chat_histories_project_id_fkey;
+ALTER TABLE public.learnings DROP CONSTRAINT IF EXISTS learnings_project_id_fkey;
+ALTER TABLE public.learnings DROP CONSTRAINT IF EXISTS learnings_related_thought_id_fkey;
+ALTER TABLE public.learnings DROP CONSTRAINT IF EXISTS learnings_related_skill_id_fkey;
+ALTER TABLE public.learnings DROP CONSTRAINT IF EXISTS learnings_duplicate_of_learning_id_fkey;
+ALTER TABLE public.learnings DROP CONSTRAINT IF EXISTS learnings_supersedes_learning_id_fkey;
+ALTER TABLE public.plans DROP CONSTRAINT IF EXISTS plans_project_id_fkey;
+ALTER TABLE public.plans DROP CONSTRAINT IF EXISTS plans_supersedes_plan_id_fkey;
+ALTER TABLE public.plan_dependencies DROP CONSTRAINT IF EXISTS plan_dependencies_plan_id_fkey;
+ALTER TABLE public.plan_dependencies DROP CONSTRAINT IF EXISTS plan_dependencies_depends_on_plan_id_fkey;
+ALTER TABLE public.plan_related_plans DROP CONSTRAINT IF EXISTS plan_related_plans_plan_a_id_fkey;
+ALTER TABLE public.plan_related_plans DROP CONSTRAINT IF EXISTS plan_related_plans_plan_b_id_fkey;
+ALTER TABLE public.plan_skills DROP CONSTRAINT IF EXISTS plan_skills_plan_id_fkey;
+ALTER TABLE public.plan_skills DROP CONSTRAINT IF EXISTS plan_skills_skill_id_fkey;
+ALTER TABLE public.plan_guardrails DROP CONSTRAINT IF EXISTS plan_guardrails_plan_id_fkey;
+ALTER TABLE public.plan_guardrails DROP CONSTRAINT IF EXISTS plan_guardrails_guardrail_id_fkey;
+
+-- ============================================================
+-- STEP 2: Drop PK constraints on uuid-pk tables
+-- ============================================================
+
+ALTER TABLE public.agent_skills DROP CONSTRAINT IF EXISTS agent_skills_pkey;
+ALTER TABLE public.agent_guardrails DROP CONSTRAINT IF EXISTS agent_guardrails_pkey;
+ALTER TABLE public.chat_histories DROP CONSTRAINT IF EXISTS chat_histories_pkey;
+ALTER TABLE public.learnings DROP CONSTRAINT IF EXISTS learnings_pkey;
+ALTER TABLE public.plans DROP CONSTRAINT IF EXISTS plans_pkey;
+
+-- ============================================================
+-- STEP 3: Rename uuid id → guid on formerly uuid-pk tables
+-- ============================================================
+
+ALTER TABLE public.agent_skills RENAME COLUMN id TO guid;
+ALTER TABLE public.agent_guardrails RENAME COLUMN id TO guid;
+ALTER TABLE public.chat_histories RENAME COLUMN id TO guid;
+ALTER TABLE public.learnings RENAME COLUMN id TO guid;
+ALTER TABLE public.plans RENAME COLUMN id TO guid;
+
+-- ============================================================
+-- STEP 4: Add bigserial id columns to formerly uuid-pk tables
+-- ============================================================
+
+ALTER TABLE public.agent_skills ADD COLUMN id bigserial;
+ALTER TABLE public.agent_guardrails ADD COLUMN id bigserial;
+ALTER TABLE public.chat_histories ADD COLUMN id bigserial;
+ALTER TABLE public.learnings ADD COLUMN id bigserial;
+ALTER TABLE public.plans ADD COLUMN id bigserial;
+
+-- ============================================================
+-- STEP 5: Add new bigint FK columns (prefixed _new) where uuid FKs exist
+-- ============================================================
+
+-- thoughts.project_id (uuid → bigint via projects.guid)
+ALTER TABLE public.thoughts ADD COLUMN project_id_new bigint;
+UPDATE public.thoughts t SET project_id_new = p.id FROM public.projects p WHERE p.guid = t.project_id;
+
+-- embeddings.thought_id (uuid → bigint via thoughts.guid)
+ALTER TABLE public.embeddings ADD COLUMN thought_id_new bigint;
+UPDATE public.embeddings e SET thought_id_new = t.id FROM public.thoughts t WHERE t.guid = e.thought_id;
+
+-- stored_files.thought_id (uuid → bigint via thoughts.guid)
+ALTER TABLE public.stored_files ADD COLUMN thought_id_new bigint;
+UPDATE public.stored_files f SET thought_id_new = t.id FROM public.thoughts t WHERE t.guid = f.thought_id;
+
+-- stored_files.project_id (uuid → bigint via projects.guid)
+ALTER TABLE public.stored_files ADD COLUMN project_id_new bigint;
+UPDATE public.stored_files f SET project_id_new = p.id FROM public.projects p WHERE p.guid = f.project_id;
+
+-- project_skills.project_id (uuid → bigint via projects.guid)
+ALTER TABLE public.project_skills ADD COLUMN project_id_new bigint;
+UPDATE public.project_skills ps SET project_id_new = p.id FROM public.projects p WHERE p.guid = ps.project_id;
+
+-- project_skills.skill_id (uuid → bigint via agent_skills.guid)
+ALTER TABLE public.project_skills ADD COLUMN skill_id_new bigint;
+UPDATE public.project_skills ps SET skill_id_new = s.id FROM public.agent_skills s WHERE s.guid = ps.skill_id;
+
+-- project_guardrails.project_id (uuid → bigint via projects.guid)
+ALTER TABLE public.project_guardrails ADD COLUMN project_id_new bigint;
+UPDATE public.project_guardrails pg SET project_id_new = p.id FROM public.projects p WHERE p.guid = pg.project_id;
+
+-- project_guardrails.guardrail_id (uuid → bigint via agent_guardrails.guid)
+ALTER TABLE public.project_guardrails ADD COLUMN guardrail_id_new bigint;
+UPDATE public.project_guardrails pg SET guardrail_id_new = g.id FROM public.agent_guardrails g WHERE g.guid = pg.guardrail_id;
+
+-- chat_histories.project_id (uuid → bigint via projects.guid)
+ALTER TABLE public.chat_histories ADD COLUMN project_id_new bigint;
+UPDATE public.chat_histories ch SET project_id_new = p.id FROM public.projects p WHERE p.guid = ch.project_id;
+
+-- learnings.project_id (uuid → bigint via projects.guid)
+ALTER TABLE public.learnings ADD COLUMN project_id_new bigint;
+UPDATE public.learnings l SET project_id_new = p.id FROM public.projects p WHERE p.guid = l.project_id;
+
+-- learnings.related_thought_id (uuid → bigint via thoughts.guid)
+ALTER TABLE public.learnings ADD COLUMN related_thought_id_new bigint;
+UPDATE public.learnings l SET related_thought_id_new = t.id FROM public.thoughts t WHERE t.guid = l.related_thought_id;
+
+-- learnings.related_skill_id (uuid → bigint via agent_skills.guid)
+ALTER TABLE public.learnings ADD COLUMN related_skill_id_new bigint;
+UPDATE public.learnings l SET related_skill_id_new = s.id FROM public.agent_skills s WHERE s.guid = l.related_skill_id;
+
+-- learnings.duplicate_of_learning_id (uuid → bigint via learnings.guid)
+ALTER TABLE public.learnings ADD COLUMN duplicate_of_learning_id_new bigint;
+UPDATE public.learnings l SET duplicate_of_learning_id_new = l2.id FROM public.learnings l2 WHERE l2.guid = l.duplicate_of_learning_id;
+
+-- learnings.supersedes_learning_id (uuid → bigint via learnings.guid)
+ALTER TABLE public.learnings ADD COLUMN supersedes_learning_id_new bigint;
+UPDATE public.learnings l SET supersedes_learning_id_new = l2.id FROM public.learnings l2 WHERE l2.guid = l.supersedes_learning_id;
+
+-- plans.project_id (uuid → bigint via projects.guid)
+ALTER TABLE public.plans ADD COLUMN project_id_new bigint;
+UPDATE public.plans pl SET project_id_new = p.id FROM public.projects p WHERE p.guid = pl.project_id;
+
+-- plans.supersedes_plan_id (uuid → bigint via plans.guid)
+ALTER TABLE public.plans ADD COLUMN supersedes_plan_id_new bigint;
+UPDATE public.plans pl SET supersedes_plan_id_new = pl2.id FROM public.plans pl2 WHERE pl2.guid = pl.supersedes_plan_id;
+
+-- plan_dependencies.plan_id (uuid → bigint via plans.guid)
+ALTER TABLE public.plan_dependencies ADD COLUMN plan_id_new bigint;
+UPDATE public.plan_dependencies pd SET plan_id_new = pl.id FROM public.plans pl WHERE pl.guid = pd.plan_id;
+
+-- plan_dependencies.depends_on_plan_id (uuid → bigint via plans.guid)
+ALTER TABLE public.plan_dependencies ADD COLUMN depends_on_plan_id_new bigint;
+UPDATE public.plan_dependencies pd SET depends_on_plan_id_new = pl.id FROM public.plans pl WHERE pl.guid = pd.depends_on_plan_id;
+
+-- plan_related_plans.plan_a_id (uuid → bigint via plans.guid)
+ALTER TABLE public.plan_related_plans ADD COLUMN plan_a_id_new bigint;
+UPDATE public.plan_related_plans pr SET plan_a_id_new = pl.id FROM public.plans pl WHERE pl.guid = pr.plan_a_id;
+
+-- plan_related_plans.plan_b_id (uuid → bigint via plans.guid)
+ALTER TABLE public.plan_related_plans ADD COLUMN plan_b_id_new bigint;
+UPDATE public.plan_related_plans pr SET plan_b_id_new = pl.id FROM public.plans pl WHERE pl.guid = pr.plan_b_id;
+
+-- plan_skills.plan_id (uuid → bigint via plans.guid)
+ALTER TABLE public.plan_skills ADD COLUMN plan_id_new bigint;
+UPDATE public.plan_skills ps SET plan_id_new = pl.id FROM public.plans pl WHERE pl.guid = ps.plan_id;
+
+-- plan_skills.skill_id (uuid → bigint via agent_skills.guid)
+ALTER TABLE public.plan_skills ADD COLUMN skill_id_new bigint;
+UPDATE public.plan_skills ps SET skill_id_new = s.id FROM public.agent_skills s WHERE s.guid = ps.skill_id;
+
+-- plan_guardrails.plan_id (uuid → bigint via plans.guid)
+ALTER TABLE public.plan_guardrails ADD COLUMN plan_id_new bigint;
+UPDATE public.plan_guardrails pg SET plan_id_new = pl.id FROM public.plans pl WHERE pl.guid = pg.plan_id;
+
+-- plan_guardrails.guardrail_id (uuid → bigint via agent_guardrails.guid)
+ALTER TABLE public.plan_guardrails ADD COLUMN guardrail_id_new bigint;
+UPDATE public.plan_guardrails pg SET guardrail_id_new = g.id FROM public.agent_guardrails g WHERE g.guid = pg.guardrail_id;
+
+-- ============================================================
+-- STEP 6: Drop old uuid FK columns
+-- ============================================================
+
+ALTER TABLE public.thoughts DROP COLUMN project_id;
+ALTER TABLE public.embeddings DROP COLUMN thought_id;
+ALTER TABLE public.stored_files DROP COLUMN thought_id;
+ALTER TABLE public.stored_files DROP COLUMN project_id;
+ALTER TABLE public.project_skills DROP COLUMN project_id;
+ALTER TABLE public.project_skills DROP COLUMN skill_id;
+ALTER TABLE public.project_guardrails DROP COLUMN project_id;
+ALTER TABLE public.project_guardrails DROP COLUMN guardrail_id;
+ALTER TABLE public.chat_histories DROP COLUMN project_id;
+ALTER TABLE public.learnings DROP COLUMN project_id;
+ALTER TABLE public.learnings DROP COLUMN related_thought_id;
+ALTER TABLE public.learnings DROP COLUMN related_skill_id;
+ALTER TABLE public.learnings DROP COLUMN duplicate_of_learning_id;
+ALTER TABLE public.learnings DROP COLUMN supersedes_learning_id;
+ALTER TABLE public.plans DROP COLUMN project_id;
+ALTER TABLE public.plans DROP COLUMN supersedes_plan_id;
+ALTER TABLE public.plan_dependencies DROP COLUMN plan_id;
+ALTER TABLE public.plan_dependencies DROP COLUMN depends_on_plan_id;
+ALTER TABLE public.plan_related_plans DROP COLUMN plan_a_id;
+ALTER TABLE public.plan_related_plans DROP COLUMN plan_b_id;
+ALTER TABLE public.plan_skills DROP COLUMN plan_id;
+ALTER TABLE public.plan_skills DROP COLUMN skill_id;
+ALTER TABLE public.plan_guardrails DROP COLUMN plan_id;
+ALTER TABLE public.plan_guardrails DROP COLUMN guardrail_id;
+
+-- ============================================================
+-- STEP 7: Rename _new columns to final names
+-- ============================================================
+
+ALTER TABLE public.thoughts RENAME COLUMN project_id_new TO project_id;
+ALTER TABLE public.embeddings RENAME COLUMN thought_id_new TO thought_id;
+ALTER TABLE public.stored_files RENAME COLUMN thought_id_new TO thought_id;
+ALTER TABLE public.stored_files RENAME COLUMN project_id_new TO project_id;
+ALTER TABLE public.project_skills RENAME COLUMN project_id_new TO project_id;
+ALTER TABLE public.project_skills RENAME COLUMN skill_id_new TO skill_id;
+ALTER TABLE public.project_guardrails RENAME COLUMN project_id_new TO project_id;
+ALTER TABLE public.project_guardrails RENAME COLUMN guardrail_id_new TO guardrail_id;
+ALTER TABLE public.chat_histories RENAME COLUMN project_id_new TO project_id;
+ALTER TABLE public.learnings RENAME COLUMN project_id_new TO project_id;
+ALTER TABLE public.learnings RENAME COLUMN related_thought_id_new TO related_thought_id;
+ALTER TABLE public.learnings RENAME COLUMN related_skill_id_new TO related_skill_id;
+ALTER TABLE public.learnings RENAME COLUMN duplicate_of_learning_id_new TO duplicate_of_learning_id;
+ALTER TABLE public.learnings RENAME COLUMN supersedes_learning_id_new TO supersedes_learning_id;
+ALTER TABLE public.plans RENAME COLUMN project_id_new TO project_id;
+ALTER TABLE public.plans RENAME COLUMN supersedes_plan_id_new TO supersedes_plan_id;
+ALTER TABLE public.plan_dependencies RENAME COLUMN plan_id_new TO plan_id;
+ALTER TABLE public.plan_dependencies RENAME COLUMN depends_on_plan_id_new TO depends_on_plan_id;
+ALTER TABLE public.plan_related_plans RENAME COLUMN plan_a_id_new TO plan_a_id;
+ALTER TABLE public.plan_related_plans RENAME COLUMN plan_b_id_new TO plan_b_id;
+ALTER TABLE public.plan_skills RENAME COLUMN plan_id_new TO plan_id;
+ALTER TABLE public.plan_skills RENAME COLUMN skill_id_new TO skill_id;
+ALTER TABLE public.plan_guardrails RENAME COLUMN plan_id_new TO plan_id;
+ALTER TABLE public.plan_guardrails RENAME COLUMN guardrail_id_new TO guardrail_id;
+
+-- ============================================================
+-- STEP 8: Upgrade serial → bigserial (alter sequence type)
+-- ============================================================
+
+-- thought_links
+ALTER SEQUENCE IF EXISTS thought_links_id_seq AS bigint;
+ALTER TABLE public.thought_links ALTER COLUMN id TYPE bigint;
+
+-- plan_dependencies
+ALTER SEQUENCE IF EXISTS plan_dependencies_id_seq AS bigint;
+ALTER TABLE public.plan_dependencies ALTER COLUMN id TYPE bigint;
+
+-- plan_related_plans
+ALTER SEQUENCE IF EXISTS plan_related_plans_id_seq AS bigint;
+ALTER TABLE public.plan_related_plans ALTER COLUMN id TYPE bigint;
+
+-- plan_skills
+ALTER SEQUENCE IF EXISTS plan_skills_id_seq AS bigint;
+ALTER TABLE public.plan_skills ALTER COLUMN id TYPE bigint;
+
+-- plan_guardrails
+ALTER SEQUENCE IF EXISTS plan_guardrails_id_seq AS bigint;
+ALTER TABLE public.plan_guardrails ALTER COLUMN id TYPE bigint;
+
+-- project_skills
+ALTER SEQUENCE IF EXISTS project_skills_id_seq AS bigint;
+ALTER TABLE public.project_skills ALTER COLUMN id TYPE bigint;
+
+-- project_guardrails
+ALTER SEQUENCE IF EXISTS project_guardrails_id_seq AS bigint;
+ALTER TABLE public.project_guardrails ALTER COLUMN id TYPE bigint;
+
+-- ============================================================
+-- STEP 9: Add PK constraints to formerly uuid-pk tables
+-- ============================================================
+
+ALTER TABLE public.agent_skills ADD CONSTRAINT agent_skills_pkey PRIMARY KEY (id);
+ALTER TABLE public.agent_guardrails ADD CONSTRAINT agent_guardrails_pkey PRIMARY KEY (id);
+ALTER TABLE public.chat_histories ADD CONSTRAINT chat_histories_pkey PRIMARY KEY (id);
+ALTER TABLE public.learnings ADD CONSTRAINT learnings_pkey PRIMARY KEY (id);
+ALTER TABLE public.plans ADD CONSTRAINT plans_pkey PRIMARY KEY (id);
+
+-- Add unique constraint on guid columns
+ALTER TABLE public.agent_skills ADD CONSTRAINT agent_skills_guid_key UNIQUE (guid);
+ALTER TABLE public.agent_guardrails ADD CONSTRAINT agent_guardrails_guid_key UNIQUE (guid);
+ALTER TABLE public.chat_histories ADD CONSTRAINT chat_histories_guid_key UNIQUE (guid);
+ALTER TABLE public.learnings ADD CONSTRAINT learnings_guid_key UNIQUE (guid);
+ALTER TABLE public.plans ADD CONSTRAINT plans_guid_key UNIQUE (guid);
+
+-- ============================================================
+-- STEP 10: Re-add FK constraints
+-- ============================================================
+
+ALTER TABLE public.thoughts
+  ADD CONSTRAINT thoughts_project_id_fkey FOREIGN KEY (project_id) REFERENCES public.projects(id);
+
+ALTER TABLE public.embeddings
+  ADD CONSTRAINT embeddings_thought_id_fkey FOREIGN KEY (thought_id) REFERENCES public.thoughts(id);
+
+ALTER TABLE public.stored_files
+  ADD CONSTRAINT stored_files_thought_id_fkey FOREIGN KEY (thought_id) REFERENCES public.thoughts(id);
+ALTER TABLE public.stored_files
+  ADD CONSTRAINT stored_files_project_id_fkey FOREIGN KEY (project_id) REFERENCES public.projects(id);
+
+ALTER TABLE public.project_skills
+  ADD CONSTRAINT project_skills_project_id_fkey FOREIGN KEY (project_id) REFERENCES public.projects(id) ON DELETE CASCADE;
+ALTER TABLE public.project_skills
+  ADD CONSTRAINT project_skills_skill_id_fkey FOREIGN KEY (skill_id) REFERENCES public.agent_skills(id) ON DELETE CASCADE;
+
+ALTER TABLE public.project_guardrails
+  ADD CONSTRAINT project_guardrails_project_id_fkey FOREIGN KEY (project_id) REFERENCES public.projects(id) ON DELETE CASCADE;
+ALTER TABLE public.project_guardrails
+  ADD CONSTRAINT project_guardrails_guardrail_id_fkey FOREIGN KEY (guardrail_id) REFERENCES public.agent_guardrails(id) ON DELETE CASCADE;
+
+ALTER TABLE public.chat_histories
+  ADD CONSTRAINT chat_histories_project_id_fkey FOREIGN KEY (project_id) REFERENCES public.projects(id) ON DELETE SET NULL;
+
+ALTER TABLE public.learnings
+  ADD CONSTRAINT learnings_project_id_fkey FOREIGN KEY (project_id) REFERENCES public.projects(id) ON DELETE SET NULL;
+ALTER TABLE public.learnings
+  ADD CONSTRAINT learnings_related_thought_id_fkey FOREIGN KEY (related_thought_id) REFERENCES public.thoughts(id) ON DELETE SET NULL;
+ALTER TABLE public.learnings
+  ADD CONSTRAINT learnings_related_skill_id_fkey FOREIGN KEY (related_skill_id) REFERENCES public.agent_skills(id) ON DELETE SET NULL;
+ALTER TABLE public.learnings
+  ADD CONSTRAINT learnings_duplicate_of_learning_id_fkey FOREIGN KEY (duplicate_of_learning_id) REFERENCES public.learnings(id) ON DELETE SET NULL;
+ALTER TABLE public.learnings
+  ADD CONSTRAINT learnings_supersedes_learning_id_fkey FOREIGN KEY (supersedes_learning_id) REFERENCES public.learnings(id) ON DELETE SET NULL;
+
+ALTER TABLE public.plans
+  ADD CONSTRAINT plans_project_id_fkey FOREIGN KEY (project_id) REFERENCES public.projects(id) ON DELETE SET NULL;
+ALTER TABLE public.plans
+  ADD CONSTRAINT plans_supersedes_plan_id_fkey FOREIGN KEY (supersedes_plan_id) REFERENCES public.plans(id) ON DELETE SET NULL;
+
+ALTER TABLE public.plan_dependencies
+  ADD CONSTRAINT plan_dependencies_plan_id_fkey FOREIGN KEY (plan_id) REFERENCES public.plans(id) ON DELETE CASCADE;
+ALTER TABLE public.plan_dependencies
+  ADD CONSTRAINT plan_dependencies_depends_on_plan_id_fkey FOREIGN KEY (depends_on_plan_id) REFERENCES public.plans(id) ON DELETE CASCADE;
+
+ALTER TABLE public.plan_related_plans
+  ADD CONSTRAINT plan_related_plans_plan_a_id_fkey FOREIGN KEY (plan_a_id) REFERENCES public.plans(id) ON DELETE CASCADE;
+ALTER TABLE public.plan_related_plans
+  ADD CONSTRAINT plan_related_plans_plan_b_id_fkey FOREIGN KEY (plan_b_id) REFERENCES public.plans(id) ON DELETE CASCADE;
+
+ALTER TABLE public.plan_skills
+  ADD CONSTRAINT plan_skills_plan_id_fkey FOREIGN KEY (plan_id) REFERENCES public.plans(id) ON DELETE CASCADE;
+ALTER TABLE public.plan_skills
+  ADD CONSTRAINT plan_skills_skill_id_fkey FOREIGN KEY (skill_id) REFERENCES public.agent_skills(id) ON DELETE CASCADE;
+
+ALTER TABLE public.plan_guardrails
+  ADD CONSTRAINT plan_guardrails_plan_id_fkey FOREIGN KEY (plan_id) REFERENCES public.plans(id) ON DELETE CASCADE;
+ALTER TABLE public.plan_guardrails
+  ADD CONSTRAINT plan_guardrails_guardrail_id_fkey FOREIGN KEY (guardrail_id) REFERENCES public.agent_guardrails(id) ON DELETE CASCADE;
+
+COMMIT;
--- a/migrations/020_generated_schema.sql
+++ b/migrations/020_generated_schema.sql
--- a/migrations/100_rls_and_grants.sql
+++ b/migrations/100_rls_and_grants.sql
@@ -40,3 +40,16 @@ GRANT ALL ON TABLE public.project_guardrails TO amcs;
 GRANT ALL ON TABLE public.chat_histories TO amcs;

 GRANT USAGE, SELECT ON ALL SEQUENCES IN SCHEMA public TO amcs;
+
+DO $$ 
+DECLARE 
+    r RECORD;
+BEGIN
+    FOR r IN 
+        SELECT tablename 
+        FROM pg_tables 
+        WHERE schemaname = 'public' -- Change 'public' to your schema name
+    LOOP
+        EXECUTE format('ALTER TABLE public.%I OWNER TO amcs', r.tablename);
+    END LOOP;
+END $$;
--- a/migrations/_old/002_create_thoughts.sql
+++ b/migrations/_old/002_create_thoughts.sql
--- a/migrations/_old/003_add_projects.sql
+++ b/migrations/_old/003_add_projects.sql
--- a/migrations/_old/004_create_thought_links.sql
+++ b/migrations/_old/004_create_thought_links.sql
--- a/migrations/_old/005_create_match_thoughts.sql
+++ b/migrations/_old/005_create_match_thoughts.sql
--- a/migrations/_old/007_embeddings_table.sql
+++ b/migrations/_old/007_embeddings_table.sql
--- a/migrations/_old/008_update_match_thoughts.sql
+++ b/migrations/_old/008_update_match_thoughts.sql
--- a/migrations/_old/010_fulltext_index.sql
+++ b/migrations/_old/010_fulltext_index.sql
--- a/migrations/_old/011_household_knowledge.sql
+++ b/migrations/_old/011_household_knowledge.sql
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
Hein	91239bcf4b	refactor(store,tools): migrate IDs from UUID to bigserial int64 Some checks failed CI / build-and-test (push) Failing after -31m12s Details All internal entity lookups now use bigserial primary keys (int64) while GUIDs are retained for external/public identification. Updated store functions (TouchProject, UpdateThoughtMetadata, AddThoughtAttachment) to query by id instead of guid, added GetThoughtByID, changed semanticSearch and all tool helpers to use *int64 project IDs, and updated retry/backfill workers to use int64 thought IDs throughout.	2026-05-03 11:43:34 +02:00
Hein	9e6d05e055	feat(ui): add content editor components for skills and thoughts Some checks failed CI / build-and-test (push) Failing after -31m24s Details * Implement ContentEditorField for inline editing of content * Create ContentEditorModal for editing content in a modal * Introduce FormerShell for managing forms related to skills and thoughts * Enhance SkillsPage and ThoughtsPage with new components for better content management	2026-05-02 19:35:27 +02:00
Hein	442cc3ef53	style(ui): update layout from grid to flex for consistency Some checks failed CI / build-and-test (push) Failing after -31m52s Details	2026-04-30 21:02:37 +02:00
Hein	5e54167009	fix(db): update SQL default values and types for consistency Some checks failed CI / build-and-test (push) Failing after -31m34s Details * Corrected default values for various fields in SQL schema * Changed tags field type from text[] to text[] with proper default * Updated JSONB default values to remove unnecessary quotes	2026-04-30 20:31:34 +02:00
Hein	65715f7ad3	fix: remove redundant code in processing logic Some checks failed CI / build-and-test (push) Failing after -31m35s Details	2026-04-30 16:04:04 +02:00
Hein	537e65ea6d	feat(ui): implement public status endpoint and update UI components Some checks failed CI / build-and-test (push) Failing after -30m49s Details * add public status handler and response types * modify status API to restrict access and update client tracking * adjust UI components to display public status information * update routing to include public status endpoint	2026-04-27 00:23:06 +02:00
Hein	e208c62df3	feat(makefile): add release version handling and remote option Some checks failed CI / build-and-test (push) Failing after -32m12s Details	2026-04-27 00:09:45 +02:00
Hein	f6a86e3933	. Some checks failed CI / build-and-test (push) Failing after -32m5s Details	2026-04-27 00:04:11 +02:00
Hein	a4193b295a	fix(ui): update AMCS references and add status handling * Corrected "Advanced Module Control System" to "Avalon Memory Control Service" in documentation and UI components. * Added status handling to the LoginInfoPanel and LoginPage components. * Implemented new endpoints for robots.txt and llms.txt.	2026-04-27 00:04:08 +02:00
Hein	b17241b928	feat(auth): track unique tools in access metrics Some checks failed CI / build-and-test (push) Failing after -31m49s Details * Add tool tracking to AccessTracker and metrics * Update tests to validate tool tracking functionality * Modify middleware to record tool usage * Enhance observability with tool context * Update UI to display unique tools in metrics	2026-04-26 23:25:51 +02:00
Hein	63f8dcacb6	chore(dependencies): update artemis-kit to version 1.0.10 Some checks failed CI / build-and-test (push) Failing after -32m9s Details	2026-04-26 23:17:00 +02:00
Hein	927a118338	feat(ui): add maintenance page for task management Some checks failed CI / build-and-test (push) Failing after -31m53s Details * Implement maintenance page with task and log display * Add backfill and metadata retry functionality * Integrate grid component for project display in thoughts page * Update types for maintenance tasks and logs * Enhance sidebar and shell for new maintenance navigation	2026-04-26 23:13:41 +02:00
Hein	b39cd3ba72	feat(generatedmodels): add ThoughtCount to ModelPublicProjects Some checks failed CI / build-and-test (push) Failing after -31m42s Details * Introduced ThoughtCount field for scanning computed column * Added patch script to ensure ThoughtCount is included in generated model	2026-04-26 17:56:30 +02:00
Hein	db7b152852	refactor(store): replace project and skill models with generated models Some checks failed CI / build-and-test (push) Failing after -31m25s Details * Update project creation and retrieval to use generated models * Modify skill addition and listing to utilize generated models * Refactor thought handling to incorporate generated models * Adjust tool annotations to align with new model structure * Update API calls in the UI to use new ResolveSpec-based endpoints * Enhance stats retrieval logic to aggregate thought metadata	2026-04-26 12:56:32 +02:00
Hein	da7220ad64	fix: address logic error in user authentication flow Some checks failed CI / build-and-test (push) Failing after -31m47s Details * Corrected condition for user role validation * Improved error handling for failed login attempts	2026-04-26 10:37:38 +02:00
Hein	71845d38d3	feat(ui): implement OAuth login flow and dashboard components Some checks failed CI / build-and-test (push) Failing after -32m0s Details * Add OAuth login handling in app and UI components * Create new components for login and dashboard pages * Refactor sidebar and navigation structure * Introduce types for access entries and status responses	2026-04-26 09:12:46 +02:00
Warky	bdc78cc2a3	Merge pull request 'Add structured learnings updates' (#35 ) from structured-learnings into main Some checks failed CI / build-and-test (push) Failing after -32m33s Details Reviewed-on: #35 Reviewed-by: SG Command <sgcommand@warky.dev>	2026-04-25 17:02:25 +00:00