mem-search

# Search Session Memory Search the persistent memory database for past coding observations, decisions, and context. $ARGUMENTS ## How It Works This skill queries the SQLite FTS5 full-text search index at `~/.softspark/ai-toolkit/memory.db` to find relevant observations from past sessions. ## Instructions 1. **Parse the search query** from `$ARGUMENTS`. If empty, prompt the user for a query. 2. **Initialize the database** if it does not exist: ```bash python3 "$HOME/.softspark/ai-toolkit/hooks/../plugins/memory-pack/scripts/init_db.py" 2>/dev/null || true ``` 3. **Run the FTS5 search** against the observations table: ```bash sqlite3 ~/.softspark/ai-toolkit/memory.db " SELECT o.id, o.session_id, o.tool_name, o.content, o.created_at, s.project_dir, s.summary FROM observations_fts fts JOIN observations o ON o.id = fts.rowid LEFT JOIN sessions s ON s.session_id = o.session_id WHERE observations_fts MATCH '<query>' ORDER BY rank LIMIT 10; " ``` Replace `<query>` with the user's search terms. Escape single quotes by doubling them. 4. **Progressive disclosure** -- present results in two stages: **Stage 1: Summary view** (show first) ```markdown ## Memory Search: "<query>" Found N results across M sessions. | # | Session | Project | Tool | Time | Preview | |---|---------|---------|------|------|---------| | 1 | abc123 | /path | Edit | 2025-01-15 | First 80 chars... | ``` **Stage 2: Detail view** (on request) Show the full observation content, session summary, and related observations from the same session. 5. **If no results found**, suggest: - Trying broader search terms - Checking if memory-pack hooks are installed - Running `init-db.sh` if the database is missing ## Query Tips - Use simple keywords: `mem-search database migration` - FTS5 supports prefix matching: `migrat*` matches "migration", "migrate" - Boolean operators: `database AND NOT test` - Column filters: `tool_name:Edit` to search only Edit tool observations