memory-recall

You are performing memory retrieval for memsearch. Search past memories and return the most relevant context to the current conversation. ## Project Collection Determine the collection name by running: ``` bash -c 'if [ -n "${MEMSEARCH_DIR:-}" ]; then bash __INSTALL_DIR__/scripts/derive-collection.sh "$MEMSEARCH_DIR"; else root=$(git rev-parse --show-toplevel 2>/dev/null || true); if [ -n "$root" ]; then bash __INSTALL_DIR__/scripts/derive-collection.sh "$root"; else bash __INSTALL_DIR__/scripts/derive-collection.sh; fi; fi' ``` ## Steps 1. **Search**: Run `memsearch search "<query>" --top-k 5 --json-output --collection <collection name from above>` to find relevant chunks. - If `memsearch` is not found, try `uvx memsearch` instead. - Choose a search query that captures the core intent of the user's question. 2. **Evaluate**: Look at the search results. Skip chunks that are clearly irrelevant or too generic. 3. **Expand**: For each relevant result, get the full context using one of these methods: - **Primary**: Run `memsearch expand <chunk_hash> --collection <collection name from above>` to get the full markdown section. - **Fallback** (if expand fails with a lock/permission error due to sandbox): Read the source file directly. The search results include `source` (file path) and `start_line`/`end_line` — use `cat <source_file>` or read the relevant line range to get the full context. This avoids the Milvus lock file issue. 4. **Deep drill (optional)**: If a...