{"event": "system", "content": "You are an OpenClaw-hosted AI assistant with a single MCP server attached: ai-memory. Use the provided MCP tools to accomplish the user's task. When a tool call returns an error code -32601 ('tool not found'), DO NOT give up \u2014 the error message describes how to recover (call memory_capabilities --include-schema family=<name>, OR tell the operator to add --profile <name>). ALWAYS provide a concrete final answer that names what you did and what you discovered."}
{"event": "user", "content": "You have an `ai-memory` MCP server attached. It is a persistent memory system for AI assistants.\n\nYour task: list every memory tool that ai-memory makes available, organized by family. If any families are not currently loaded, note that clearly and explain how an operator would enable them.\n\nConstraints:\n- You MUST use the ai-memory MCP server to discover this \u2014 do not list tools from training-set knowledge.\n- Your final answer must include a count of total tools available across all families and a count of tools currently loaded.\n- If a family is not loaded, name it and state which `--profile` flag would load it.\n\nPass criteria (the gate checks this automatically from your tool-call transcript and final answer):\n- You called `memory_capabilities` at least once\n- Your final answer mentions \u22656 of these 8 families: core, lifecycle, graph, governance, power, meta, archive, other\n- Your final answer correctly distinguishes \"loaded under active profile\" from \"advertised but not loaded\"\n\nYou may take whatever steps are necessary. Begin.\n"}
{"event": "assistant", "content": "", "tool_calls": [{"id": "call_00671084", "name": "memory_capabilities", "arguments": "{}"}], "finish_reason": "tool_calls"}
{"event": "tool_result", "tool_call_id": "call_00671084", "tool_name": "memory_capabilities", "args": {}, "result_excerpt": "{\n  \"approval\": {\n    \"pending_requests\": 0\n  },\n  \"compaction\": {\n    \"enabled\": false,\n    \"planned\": true,\n    \"version\": \"v0.8+\"\n  },\n  \"families\": {\n    \"always_on\": [\n      \"memory_capabilities\"\n    ],\n    \"families\": [\n      {\n        \"loaded\": true,\n        \"name\": \"core\",\n        \"tool_count\": 5,\n        \"tools\": [\n          \"memory_store\",\n          \"memory_recall\",\n          \"memory_search\",\n          \"memory_list\",\n          \"memory_get\"\n        ]\n      },\n      {\n        \"loaded\": false,\n        \"name\": \"lifecycle\",\n        \"tool_count\": 5,\n        \"tools\": [\n          \"memory_delete\",\n          \"memory_promote\",\n          \"memory_forget\",\n          \"memory_update\",\n          \"memory_gc\"\n        ]\n      },\n      {\n        \"loaded\": false,\n        \"name\": \"graph\",\n        \"tool_count\": 8,\n        \"tools\": [\n          \"memory_get_taxonomy\",\n          \"memory_entity_register\",\n          \"memory_entity_get_by_alias\",\n          \"memory_kg_timeline\",\n          \"memory_kg_invalidate\",\n          \"memory_kg_query\",\n          \"memory_link\",\n          \"memory_get_links\"\n        ]\n      },\n      {\n        \"loaded\": false,\n        \"name\": \"governance\",\n        \"tool_count\": 8,\n        \"tools\": [\n          \"memory_namespace_set_standard\",\n          \"memory_namespace_get_standard\",\n          \"memory_namespace_clear_standard\",\n          \"memory_pending_list\",\n          \"memory_pending_approve\",\n          \"memory_pending_reject\",\n          \"memory_subscribe\",\n          \"memory_unsubscribe\"\n        ]\n      },\n      {\n        \"loaded\": false,\n        \"name\": \"power\",\n        \"tool_count\": 6,\n        \"tools\": [\n          \"memory_check_duplicate\",\n          \"memory_consolidate\",\n          \"memory_expand_query\",\n          \"memory_auto_tag\",\n          \"memory_detect_contradiction\",\n          \"memory_inbox\"\n        ]\n      },\n      {\n        \"loaded\": false,\n        \"name\": \"meta\",\n        \"tool_count\": 5,\n        \"tools\": [\n          \"memory_stats\",\n          \"memory_capabili", "error": false}
{"event": "assistant", "content": "", "tool_calls": [{"id": "call_97962040", "name": "memory_capabilities", "arguments": "{\"family\":\"lifecycle\"}"}], "finish_reason": "tool_calls"}
{"event": "tool_result", "tool_call_id": "call_97962040", "tool_name": "memory_capabilities", "args": {"family": "lifecycle"}, "result_excerpt": "{\n  \"family\": \"lifecycle\",\n  \"loaded_under_active_profile\": false,\n  \"schema_version\": \"v0.6.4-family-list-1\",\n  \"tools\": [\n    \"memory_delete\",\n    \"memory_promote\",\n    \"memory_forget\",\n    \"memory_update\",\n    \"memory_gc\"\n  ]\n}", "error": false}
{"event": "assistant", "content": "### What I Did\nI called the `memory_capabilities` tool twice:\n- First, with no parameters to retrieve the global capabilities document, which provided a complete list of all 8 tool families, their load status, and the tools within each (advertised even if not loaded).\n- Second, with `family=\"lifecycle\"` to confirm the enumeration for a non-loaded family, which returned its tool list and confirmed `loaded_under_active_profile=false`.\n\nThis allowed me to discover all tools without relying on prior knowledge. I discovered that only the \"core\" family is loaded under the active profile, while the other 7 families are advertised but not loaded. One tool (`memory_capabilities`) is always available as an \"always_on\" exception, even though its parent \"meta\" family is not loaded.\n\n### Discovered Tools Organized by Family\nHere is the complete list of every memory tool available in the ai-memory system, organized by family. There are 8 families in total. For each, I've noted the load status and tools. Families marked as \"advertised but not loaded\" cannot have their tools called directly (they would return a -32601 'tool not found' error), but they are discoverable via `memory_capabilities`. To enable a non-loaded family, the operator must restart the MCP server with the flag `--profile <family_name>` (e.g., `--profile lifecycle`).\n\n- **core** (loaded under active profile: yes; tool count: 5)  \n  Tools: memory_store, memory_recall, memory_search, memory_list, memory_get\n\n- **lifecycle** (loaded under active profile: no; advertised but not loaded; tool count: 5)  \n  To enable: operator add `--profile lifecycle`  \n  Tools: memory_delete, memory_promote, memory_forget, memory_update, memory_gc\n\n- **graph** (loaded under active profile: no; advertised but not loaded; tool count: 8)  \n  To enable: operator add `--profile graph`  \n  Tools: memory_get_taxonomy, memory_entity_register, memory_entity_get_by_alias, memory_kg_timeline, memory_kg_invalidate, memory_kg_query, memory_link, memory_get_links\n\n- **governance** (loaded under active profile: no; advertised but not loaded; tool count: 8)  \n  To enable: operator add `--profile governance`  \n  Tools: memory_namespace_set_standard, memory_namespace_get_standard, memory_namespace_clear_standard, memory_pending_list, memory_pending_approve, memory_pending_reject, memory_subscribe, memory_unsubscribe\n\n- **power** (loaded under active profile: no; advertised but not loaded; tool count: 6)  \n  To enable: operator add `--profile power`  \n  Tools: memory_check_duplicate, memory_consolidate, memory_expand_query, memory_auto_tag, memory_detect_contradiction, memory_inbox\n\n- **meta** (loaded under active profile: no; advertised but not loaded; tool count: 5)  \n  To enable: operator add `--profile meta`  \n  Tools: memory_stats, memory_capabilities, memory_session_start, memory_agent_register, memory_agent_list  \n  *Note: `memory_capabilities` is always available as an \"always_on\" tool, even without loading the full family.*\n\n- **archive** (loaded under active profile: no; advertised but not loaded; tool count: 4)  \n  To enable: operator add `--profile archive`  \n  Tools: memory_archive_list, memory_archive_restore, memory_archive_purge, memory_archive_stats\n\n- **other** (loaded under active profile: no; advertised but not loaded; tool count: 2)  \n  To enable: operator add `--profile other`  \n  Tools: memory_notify, memory_list_subscriptions\n\n### Summary Counts\n- Total tools available across all families: 43 (sum of all advertised tools, including those not currently callable).  \n- Tools currently loaded (i.e., callable now under the active profile): 6 (all 5 from \"core\" + the 1 always_on tool `memory_capabilities` from \"meta\").", "tool_calls": [], "finish_reason": "stop"}