Update to Agent Memory

{
  "description": "Map of every agentmemory MCP tool, what each does, and its parameters. Use when choosing which memory tool to call, when a tool name or argument is unclear, or when answering what agentmemory can do via MCP.",
  "included_files": [
    {
      "relative_path": "REFERENCE.md",
      "size_in_bytes": 10534
    }
  ],
  "name": "agentmemory-mcp-tools",
  "skill_md_contents": "---\nname: agentmemory-mcp-tools\ndescription: Map of every agentmemory MCP tool, what each does, and its parameters. Use when choosing which memory tool to call, when a tool name or argument is unclear, or when answering what agentmemory can do via MCP.\nuser-invocable: false\n---\n\nagentmemory exposes its full capability set as MCP tools. This skill is the index: it tells you which tool to reach for and where to find exact parameters.\n\n## Quick start\n\nSave then recall:\n\n1. `memory_save` with `content` (the insight), `concepts` (comma-separated keywords), `files` (comma-separated paths).\n2. `memory_smart_search` with `query` and `limit` to retrieve it later. This runs hybrid BM25 plus vector plus graph-expanded search.\n\n## Tool families\n\n- Capture: `memory_save`, `memory_observe` flows, `memory_compress_file`.\n- Retrieve: `memory_smart_search`, `memory_recall`, `memory_file_history`, `memory_timeline`, `memory_vision_search`.\n- Sessions and commits: `memory_sessions`, `memory_commits`, `memory_commit_lookup`.\n- Knowledge and graph: `memory_lesson_save`, `memory_lesson_recall`, `memory_graph_query`, `memory_relations`, `memory_patterns`, `memory_crystallize`.\n- Structured slots: `memory_slot_create`, `memory_slot_append`, `memory_slot_get`, `memory_slot_list`, `memory_slot_replace`, `memory_slot_delete`.\n- Governance and health: `memory_governance_delete`, `memory_audit`, `memory_verify`, `memory_heal`, `memory_diagnose`.\n\n## Workflow\n\n1. Pick the narrowest tool for the task. Prefer `memory_smart_search` for open recall, `memory_recall` when you already have a focused query, `memory_sessions` for session listings.\n2. Look up exact parameter names and which are required in REFERENCE.md before calling.\n3. Pass only documented fields. REST handlers whitelist fields and drop unknown ones.\n\n## See also\n\n- agentmemory-rest-api for the HTTP equivalents.\n- agentmemory-config for tool-visibility and feature flags.\n- The user-invocable action skills (remember, recall, recap, handoff, forget) wrap the most common tools.\n\n## Reference\n\nFull tool table with parameters and the core-set marking lives in REFERENCE.md, generated from source so it never drifts.\n"
}