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Add structured learnings updates
2026-04-07 20:48:33 +02:00

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# Structured Learnings Schema (v1)
## Data Model
| Field | Type | Description |
|-------|------|-------------|
| **ID** | string | Stable learning identifier |
| **Category** | enum | `correction`, `insight`, `knowledge_gap`, `best_practice` |
| **Area** | enum | `frontend`, `backend`, `infra`, `tests`, `docs`, `config`, `other` |
| **Status** | enum | `pending`, `in_progress`, `resolved`, `wont_f` |
| **Priority** | string | e.g., `low`, `medium`, `high` |
| **Summary** | string | Brief description |
| **Details** | string | Full description / context |
| **ProjectID** | string (optional) | Reference to a project |
| **ThoughtID** | string (optional) | Reference to a thought |
| **SkillID** | string (optional) | Reference to a skill |
| **CreatedAt** | timestamp | Creation timestamp |
| **UpdatedAt** | timestamp | Last update timestamp |
## Suggested SQL Definition
```sql
CREATE TABLE learnings (
id UUID PRIMARY KEY,
category TEXT NOT NULL,
area TEXT NOT NULL,
status TEXT NOT NULL,
priority TEXT,
summary TEXT,
details TEXT,
project_id UUID,
thought_id UUID,
skill_id UUID,
created_at TIMESTAMP WITH TIME ZONE DEFAULT NOW(),
updated_at TIMESTAMP WITH TIME ZONE DEFAULT NOW()
);
```
## Tool Surface (MCP)
- `create_learning` insert a new learning record
- `list_learnings` query with optional filters (category, area, status, project, etc.)
- `get_learning` retrieve a single learning by ID
- `update_learning` modify fields (e.g., status, priority) and/or links
## Enums (Go)
```go
type LearningCategory string
const (
LearningCategoryCorrection LearningCategory = "correction"
LearningCategoryInsight LearningCategory = "insight"
LearningCategoryKnowledgeGap LearningCategory = "knowledge_gap"
LearningCategoryBestPractice LearningCategory = "best_practice"
)
type LearningArea string
const (
LearningAreaFrontend LearningArea = "frontend"
LearningAreaBackend LearningArea = "backend"
LearningAreaInfra LearningArea = "infra"
LearningAreaTests LearningArea = "tests"
LearningAreaDocs LearningArea = "docs"
LearningAreaConfig LearningArea = "config"
LearningAreaOther LearningArea = "other"
)
type LearningStatus string
const (
LearningStatusPending LearningStatus = "pending"
LearningStatusInProgress LearningStatus = "in_progress"
LearningStatusResolved LearningStatus = "resolved"
LearningStatusWontF LearningStatus = "wont_f"
)
```
Let me know if this alignment works or if youd like any adjustments before I proceed with the implementation.