kaiqiangh

Search and analyze your own session logs (older/parent conversations) using jq.

Deterministic long-term memory routing for OpenClaw. Route, write, reflect on, and refresh reusable memory for multi-step agent work. Use when the task depends on prior sessions, durable user preferences, reusable procedures, past failures, project summaries, or stale memories that need replacement. Trigger on explicit memory phrases like "from now on", "remember this", "always", "prefer", "avoid", "my rule is", "replace my previous rule", and "going forward", and whenever an agent step needs a compact working-memory packet instead of raw history or plain RAG.

Codex-only long-running deep research harness using isolated Planner, Scout, Writer, and Evaluator agents with validated file handoffs and resumable state. Use for complex multi-source research, deep dives, decision reports, and explicit resume requests. Do not use for quick lookups or simple Q&A.