Use this skill when the user asks to save, remember, recall, or organize memories. Triggers on: 'remember this', 'save this', 'note this', 'what did we discuss about...', 'check your notes', 'clean up memories'. Also use proactively when discovering valuable findings worth preserving.
Build or rebuild the knowledge graph from existing memories using TF-IDF entity extraction and Leiden clustering. Use when search results seem poor, after bulk imports, or to optimize performance. Automatically discovers relationships between memories and creates topic clusters.
CLI reference and workflows for memories.sh — the persistent memory layer for AI agents. Use when: (1) Running memories CLI commands to add, search, edit, or manage memories, (2) Managing lifecycle workflows (session/checkpoint/compaction/consolidation/OpenClaw memory files), (3) Setting up memories.sh in a new project (memories init), (4) Generating AI tool config files (CLAUDE.md, .cursor/rules, etc.), (5) Importing existing rules from AI tools (memories ingest), (6) Managing cloud sync, embeddings, git hooks, or reminders, (7) Troubleshooting with memories doctor, (8) Working with memory templates, links, history, tags, or reminder schedules.