knowledge

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• SKILL.md

SKILL.md (first lines)

# Knowledge Base (Lightweight RAG)

Search through your personal digital history.

## Search Paths
All paths are relative to your workspace root (shown in your system prompt):
- **Memory**: `memory/`
- **Sessions**: `sessions/`
- **Monitor Drops**: `skills/monitor/findings/` (if enabled)

## Capabilities

### 1. Keyword Search
Use `grep` to find relevant context in past sessions or memory files.
```bash
grep -rnEi "[Keyword]" memory/ sessions/
```

### 2. Chronological Retrieval
Find information by date.
```bash
find sessions/ -mtime -7 -name "*.json"
```

## Workflow
1. **Query Analysis**: Identify if the user is asking about something already discussed or "remembered".
2. **Context Retrieval**: Run search commands to find the relevant snippets.
3. **Synthesis**: Answer the user using the found context.

## Tips
- If the search returns too many results, ask for more specific keywords.
- Always check `MEMORY.md` first for high-level summaries.

From weiwei929/mypicoclaw, MIT.

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