cortex-query

# Cortex Query — Search the Vault Search the cortex Obsidian vault using semantic search. ## Resolve Vault Path Read `~/.cortex/config.json` to get `vault_path`. If the file doesn't exist, tell the user to run `/cortex:genesis` first. ## Search Strategy (Layered) ### Layer 1: Vector Search (primary) Use `cortex-vec` for semantic search: ```bash cortex-vec search "<query>" --n 5 ``` `cortex-vec` is installed as a CLI tool (via pip). **Context-aware filtering:** If the current session is inside a git repo, detect the repo name and add `--repo` filter as default scope: ```bash cortex-vec search "<query>" --repo <detected-repo> --n 5 ``` The user can override this by saying "search all" or "search across everything". **Additional filters:** Apply when the user specifies: - `--type note|project|weekly` — filter by content type - `--category Nginx|DSM|...` — filter by category **Interpreting scores:** - Score > 0.80: High confidence match — present prominently - Score 0.60-0.80: Possible match — present as suggestions - Score < 0.60: Weak match — mention only if nothing better found ### Layer 2: Exact Match (supplement) If Layer 1 returns no strong results (all scores < 0.60), or if the user is searching for an exact string (command, config path, error message): ```bash grep -ri "<query>" <vault_path>/Notes/ <vault_path>/Projects/ ``` Show matching files with brief excerpts. ### Layer 3: Raw Search (archive, on request) Only when the user specifically asks about ...