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pi_mcps/.roo/rules/03-search-patterns.md
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Patrick Plate 155d56e8e8 chore: reorganize into polyglot monorepo (workshop)
- Move bigmind/ -> mcp/bigmind/
- Move webscraper/ -> mcp/webscraper/
- Move mss-failsafe/ -> java/mss-failsafe/
- Move Wellmann-Shop/ -> java/wellmann-shop/ (normalize to kebab-case)
- Add .roo/ IDE config files to tracking
- Add plans/REPO_STRATEGY.md (monorepo strategy document)
- Expand .gitignore: Java/Maven, Node/TS, coverage, uv.lock
- Rewrite README.md as navigation index
- Update .roo/mcp.json webscraper path to mcp/webscraper/
2026-04-04 08:51:15 +02:00

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# BigMind Search Optimization — FTS5 Rules
## FTS5 AND-Match Behavior
- Every token in query must appear in the same fact/chunk
- Order doesn't matter, but all words must match
- Case-insensitive
## Good Query Patterns (2-3 Focused Keywords)
| ✅ Good | ❌ Bad | Why Good |
|---------|--------|----------|
| `"TrueNAS Docker"` | `"homelab infrastructure TrueNAS Docker"` | Too many tokens → 0 results |
| `"mcp.json config"` | `"mcp.json clients VS Code IntelliJ config path"` | Rare words like "clients" kill results |
| `"Fedora workstation"` | `"server infrastructure"` | Specific nouns > generic words |
| `"BigMind hypothesis"` | `"memory_add_hypothesis during analysis"` | Focus on tool name + context |
## Reserved Word Protection
- FTS5 keywords (rank, content, category) are auto-quoted
- Always quote multi-word queries: `"multi word query"`
## Search Strategy
1. Start with 2 keywords, add third if needed
2. Use tool names + context: `"memory_search_facts facts"`
3. For people: `"memory_recall_person Patrick"`
4. For sessions: `"memory_list_sessions mcp-adp"`
## When Search Returns 0
- Shorten query to 1-2 tokens
- Use `memory_list_sessions(topics_filter="mcp")` for broad exploration
- Fall back to `memory_get_context()` for recent sessions