hyungchulc

Integrate a mandatory, metadata-only Memory Forest consultation gate before an agent responds to each non-empty user-authored text turn.

Build, validate, index, and query a private local Memory Forest with provenance-aware layers, pointer-first search, and validated root-first retrieval. Use when creating a new forest, checking an existing forest's structure, building its local SQLite index, or retrieving bounded memory trails without exposing full memory bodies by default.

Create, review, and mechanically validate the seven private Markdown authority files used by Codex Debug Bridge. Use when installing the bridge, migrating from a single system prompt, onboarding a new user or assistant, or repairing a missing or invalid authority directory without publishing private content.

Initialize and explain a private provenance-aware Memory Forest with XLTM, LTM, MTM, STM, and Daily layers, plus a safe route-advice helper boundary for Codex Debug Bridge. Use when a user wants durable local memory without copying a private production memory engine or treating retrieved text as instructions.

Decide whether safe automatic cleanup of terminal Codex native-subagent helper cohorts is needed, ask before enabling it, install or configure only the fixed 60-second policy, and verify the proven cleanup method. Use after Codex restarts or updates, during native-subagent setup, when terminal helper processes linger, or when the user asks to enable, disable, test, inspect, diagnose, or remove auto-cleanup. Do not use for general process cleanup, ordinary memory optimization, Computer Use cleanup, or unrelated MCP failures.

Use for local-first YouTube transcript extraction, sampled-frame inspection, and source-grounded understanding of what an exact video says and shows.