{"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\nThe ai-memory database has been pre-seeded with ~20 memories about a project called `Project Aurora`. Several of them are similar enough that consolidation would be valuable.\n\nYour task: consolidate similar memories about `Project Aurora` into a smaller, deduplicated set.\n\nConstraints:\n- Before attempting any operation that might fail, you should determine which ai-memory tools are actually loaded and which are not. The `memory_capabilities` tool is always available regardless of profile.\n- The task likely requires `memory_consolidate`, `memory_check_duplicate`, and possibly `memory_detect_contradiction` \u2014 all in the `power` family.\n- If those tools are not currently loaded, you must either expand them at runtime via `memory_capabilities --include-schema family=power` and use the returned schemas, OR clearly tell the operator that `--profile power` is needed.\n- Do NOT just call `memory_consolidate` blindly and rely on the error path \u2014 the discovery dance is the canonical pattern.\n\nPass criteria (the gate checks this automatically from your tool-call transcript and final answer):\n- You called `memory_capabilities` BEFORE attempting any `power`-family tool call\n- You inspected the `families` block (or asked again with `family=power`)\n- You either received the schemas via `--include-schema` and used them, OR cleanly surfaced the `--profile power` operator action\n\nFAIL if: you blindly call power-family tools and rely on the error hint to recover (that's T2 behavior, not T3); FAIL if you attempt the task without checking capabilities first.\n\nYou may take whatever steps are necessary. Begin.\n"}
{"event": "assistant", "content": "", "tool_calls": [{"id": "call_00283028", "name": "memory_capabilities", "arguments": "{}"}], "finish_reason": "tool_calls"}
{"event": "tool_result", "tool_call_id": "call_00283028", "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_29253498", "name": "memory_capabilities", "arguments": "{\"family\":\"power\",\"include_schema\":true}"}], "finish_reason": "tool_calls"}
{"event": "tool_result", "tool_call_id": "call_29253498", "tool_name": "memory_capabilities", "args": {"family": "power", "include_schema": true}, "result_excerpt": "{\n  \"family\": \"power\",\n  \"loaded_under_active_profile\": false,\n  \"schema_version\": \"v0.6.4-family-schemas-1\",\n  \"tools\": [\n    {\n      \"description\": \"Pillar 2 / Stream D \u2014 pre-write near-duplicate check. Embeds `title + content`, scans live memories with stored embeddings (optionally restricted to `namespace`), and returns the highest-cosine match. `is_duplicate` is `nearest.similarity >= threshold`; the response also surfaces `suggested_merge` (the nearest memory's id) when the threshold is met. Threshold is clamped to a hard floor of 0.5 so permissive callers can't dress unrelated content as a merge candidate. Requires the embedder to be loaded (semantic tier or above).\",\n      \"inputSchema\": {\n        \"properties\": {\n          \"content\": {\n            \"description\": \"Content of the candidate memory.\",\n            \"type\": \"string\"\n          },\n          \"namespace\": {\n            \"description\": \"Restrict the duplicate scan to this namespace. Omit to scan all namespaces.\",\n            \"type\": \"string\"\n          },\n          \"threshold\": {\n            \"default\": 0.85,\n            \"description\": \"Cosine similarity threshold for declaring a duplicate. Clamped to >= 0.5. Default 0.85 is tuned for MiniLM-L6-v2 \u2014 near-paraphrases land at 0.88+.\",\n            \"maximum\": 1.0,\n            \"minimum\": 0.5,\n            \"type\": \"number\"\n          },\n          \"title\": {\n            \"description\": \"Title of the candidate memory. Combined with `content` to form the embedding input, matching memory_store's encoding.\",\n            \"type\": \"string\"\n          }\n        },\n        \"required\": [\n          \"title\",\n          \"content\"\n        ],\n        \"type\": \"object\"\n      },\n      \"name\": \"memory_check_duplicate\"\n    },\n    {\n      \"description\": \"Consolidate multiple memories into one long-term summary. Deletes source memories and creates derived_from links. If summary is omitted and LLM is available (smart/autonomous tier), auto-generates a summary.\",\n      \"inputSchema\": {\n     ", "error": false}
{"event": "assistant", "content": "", "tool_calls": [{"id": "call_57946131", "name": "memory_search", "arguments": "{\"query\":\"Project Aurora\",\"tier\":\"mid\"}"}], "finish_reason": "tool_calls"}
{"event": "tool_result", "tool_call_id": "call_57946131", "tool_name": "memory_search", "args": {"query": "Project Aurora", "tier": "mid"}, "result_excerpt": "count:5\nmemories[id|title|tier|namespace|priority|score|tags|agent_id]:\n713e00fb-33ad-4339-95ec-c9a51be3bbcb|Project Aurora note 5|mid|discovery-gate|5||test,project-aurora,consolidation-candidate|fixture-builder\n2b822e56-3c42-4b0c-9d7b-d61313075657|Project Aurora note 4|mid|discovery-gate|5||test,project-aurora,consolidation-candidate|fixture-builder\n6a9254a3-3105-4cf6-a33a-f8fe8fba35c7|Project Aurora note 3|mid|discovery-gate|5||test,project-aurora,consolidation-candidate|fixture-builder\nd9a9803f-b613-4924-b23d-7b174410dcae|Project Aurora note 2|mid|discovery-gate|5||test,project-aurora,consolidation-candidate|fixture-builder\n551a578b-7cd5-4bc8-bf77-e4a5504f990c|Project Aurora note 1|mid|discovery-gate|5||test,project-aurora,consolidation-candidate|fixture-builder\n", "error": false}
{"event": "assistant", "content": "", "tool_calls": [{"id": "call_17994775", "name": "memory_recall", "arguments": "{\"context\":\"Project Aurora\",\"format\":\"json\",\"limit\":50}"}], "finish_reason": "tool_calls"}
{"event": "tool_result", "tool_call_id": "call_17994775", "tool_name": "memory_recall", "args": {"context": "Project Aurora", "format": "json", "limit": 50}, "result_excerpt": "{\n  \"count\": 8,\n  \"memories\": [\n    {\n      \"access_count\": 0,\n      \"confidence\": 1.0,\n      \"content\": \"Project Aurora is a near-duplicate test memory 5 used for consolidation tier T3. Aurora ships v0.6.4 quiet-tools.\",\n      \"created_at\": \"2026-05-04T22:16:01.910943443+00:00\",\n      \"expires_at\": \"2026-05-11T22:16:01.910943443+00:00\",\n      \"id\": \"713e00fb-33ad-4339-95ec-c9a51be3bbcb\",\n      \"metadata\": {\n        \"agent_id\": \"fixture-builder\"\n      },\n      \"namespace\": \"discovery-gate\",\n      \"priority\": 5,\n      \"score\": 7.945,\n      \"source\": \"cli\",\n      \"tags\": [\n        \"test\",\n        \"project-aurora\",\n        \"consolidation-candidate\"\n      ],\n      \"tier\": \"mid\",\n      \"title\": \"Project Aurora note 5\",\n      \"updated_at\": \"2026-05-04T22:16:01.910943443+00:00\"\n    },\n    {\n      \"access_count\": 0,\n      \"confidence\": 1.0,\n      \"content\": \"Project Aurora is a near-duplicate test memory 4 used for consolidation tier T3. Aurora ships v0.6.4 quiet-tools.\",\n      \"created_at\": \"2026-05-04T22:16:01.890341747+00:00\",\n      \"expires_at\": \"2026-05-11T22:16:01.890341747+00:00\",\n      \"id\": \"2b822e56-3c42-4b0c-9d7b-d61313075657\",\n      \"metadata\": {\n        \"agent_id\": \"fixture-builder\"\n      },\n      \"namespace\": \"discovery-gate\",\n      \"priority\": 5,\n      \"score\": 7.945,\n      \"source\": \"cli\",\n      \"tags\": [\n        \"test\",\n        \"project-aurora\",\n        \"consolidation-candidate\"\n      ],\n      \"tier\": \"mid\",\n      \"title\": \"Project Aurora note 4\",\n      \"updated_at\": \"2026-05-04T22:16:01.890341747+00:00\"\n    },\n    {\n      \"access_count\": 0,\n      \"confidence\": 1.0,\n      \"content\": \"Project Aurora is a near-duplicate test memory 3 used for consolidation tier T3. Aurora ships v0.6.4 quiet-tools.\",\n      \"created_at\": \"2026-05-04T22:16:01.864879483+00:00\",\n      \"expires_at\": \"2026-05-11T22:16:01.864879483+00:00\",\n      \"id\": \"6a9254a3-3105-4cf6-a33a-f8fe8fba35c7\",\n      \"metadata\": {\n        \"agent_id\": \"fixture-builder\"\n      },\n      \"namespace\": \"discove", "error": false}
{"event": "assistant", "content": "", "tool_calls": [{"id": "call_18090377", "name": "memory_capabilities", "arguments": "{\"family\":\"power\",\"include_schema\":true}"}], "finish_reason": "tool_calls"}
{"event": "tool_result", "tool_call_id": "call_18090377", "tool_name": "memory_capabilities", "args": {"family": "power", "include_schema": true}, "result_excerpt": "{\n  \"family\": \"power\",\n  \"loaded_under_active_profile\": false,\n  \"schema_version\": \"v0.6.4-family-schemas-1\",\n  \"tools\": [\n    {\n      \"description\": \"Pillar 2 / Stream D \u2014 pre-write near-duplicate check. Embeds `title + content`, scans live memories with stored embeddings (optionally restricted to `namespace`), and returns the highest-cosine match. `is_duplicate` is `nearest.similarity >= threshold`; the response also surfaces `suggested_merge` (the nearest memory's id) when the threshold is met. Threshold is clamped to a hard floor of 0.5 so permissive callers can't dress unrelated content as a merge candidate. Requires the embedder to be loaded (semantic tier or above).\",\n      \"inputSchema\": {\n        \"properties\": {\n          \"content\": {\n            \"description\": \"Content of the candidate memory.\",\n            \"type\": \"string\"\n          },\n          \"namespace\": {\n            \"description\": \"Restrict the duplicate scan to this namespace. Omit to scan all namespaces.\",\n            \"type\": \"string\"\n          },\n          \"threshold\": {\n            \"default\": 0.85,\n            \"description\": \"Cosine similarity threshold for declaring a duplicate. Clamped to >= 0.5. Default 0.85 is tuned for MiniLM-L6-v2 \u2014 near-paraphrases land at 0.88+.\",\n            \"maximum\": 1.0,\n            \"minimum\": 0.5,\n            \"type\": \"number\"\n          },\n          \"title\": {\n            \"description\": \"Title of the candidate memory. Combined with `content` to form the embedding input, matching memory_store's encoding.\",\n            \"type\": \"string\"\n          }\n        },\n        \"required\": [\n          \"title\",\n          \"content\"\n        ],\n        \"type\": \"object\"\n      },\n      \"name\": \"memory_check_duplicate\"\n    },\n    {\n      \"description\": \"Consolidate multiple memories into one long-term summary. Deletes source memories and creates derived_from links. If summary is omitted and LLM is available (smart/autonomous tier), auto-generates a summary.\",\n      \"inputSchema\": {\n     ", "error": false}
{"event": "assistant", "content": "", "tool_calls": [{"id": "call_85921364", "name": "memory_capabilities", "arguments": "{\"family\":\"power\",\"include_schema\":true}"}], "finish_reason": "tool_calls"}
{"event": "tool_result", "tool_call_id": "call_85921364", "tool_name": "memory_capabilities", "args": {"family": "power", "include_schema": true}, "result_excerpt": "{\n  \"family\": \"power\",\n  \"loaded_under_active_profile\": false,\n  \"schema_version\": \"v0.6.4-family-schemas-1\",\n  \"tools\": [\n    {\n      \"description\": \"Pillar 2 / Stream D \u2014 pre-write near-duplicate check. Embeds `title + content`, scans live memories with stored embeddings (optionally restricted to `namespace`), and returns the highest-cosine match. `is_duplicate` is `nearest.similarity >= threshold`; the response also surfaces `suggested_merge` (the nearest memory's id) when the threshold is met. Threshold is clamped to a hard floor of 0.5 so permissive callers can't dress unrelated content as a merge candidate. Requires the embedder to be loaded (semantic tier or above).\",\n      \"inputSchema\": {\n        \"properties\": {\n          \"content\": {\n            \"description\": \"Content of the candidate memory.\",\n            \"type\": \"string\"\n          },\n          \"namespace\": {\n            \"description\": \"Restrict the duplicate scan to this namespace. Omit to scan all namespaces.\",\n            \"type\": \"string\"\n          },\n          \"threshold\": {\n            \"default\": 0.85,\n            \"description\": \"Cosine similarity threshold for declaring a duplicate. Clamped to >= 0.5. Default 0.85 is tuned for MiniLM-L6-v2 \u2014 near-paraphrases land at 0.88+.\",\n            \"maximum\": 1.0,\n            \"minimum\": 0.5,\n            \"type\": \"number\"\n          },\n          \"title\": {\n            \"description\": \"Title of the candidate memory. Combined with `content` to form the embedding input, matching memory_store's encoding.\",\n            \"type\": \"string\"\n          }\n        },\n        \"required\": [\n          \"title\",\n          \"content\"\n        ],\n        \"type\": \"object\"\n      },\n      \"name\": \"memory_check_duplicate\"\n    },\n    {\n      \"description\": \"Consolidate multiple memories into one long-term summary. Deletes source memories and creates derived_from links. If summary is omitted and LLM is available (smart/autonomous tier), auto-generates a summary.\",\n      \"inputSchema\": {\n     ", "error": false}
{"event": "assistant", "content": "", "tool_calls": [{"id": "call_02944244", "name": "memory_recall", "arguments": "{\"context\":\"Project Aurora consolidation candidates\",\"format\":\"json\",\"limit\":50}"}], "finish_reason": "tool_calls"}
{"event": "tool_result", "tool_call_id": "call_02944244", "tool_name": "memory_recall", "args": {"context": "Project Aurora consolidation candidates", "format": "json", "limit": 50}, "result_excerpt": "{\n  \"count\": 8,\n  \"memories\": [\n    {\n      \"access_count\": 1,\n      \"confidence\": 1.0,\n      \"content\": \"Project Aurora is a near-duplicate test memory 5 used for consolidation tier T3. Aurora ships v0.6.4 quiet-tools.\",\n      \"created_at\": \"2026-05-04T22:16:01.910943443+00:00\",\n      \"expires_at\": \"2026-05-06T01:39:37.623302785+00:00\",\n      \"id\": \"713e00fb-33ad-4339-95ec-c9a51be3bbcb\",\n      \"last_accessed_at\": \"2026-05-05T01:39:37.623302785+00:00\",\n      \"metadata\": {\n        \"agent_id\": \"fixture-builder\"\n      },\n      \"namespace\": \"discovery-gate\",\n      \"priority\": 5,\n      \"score\": 9.059,\n      \"source\": \"cli\",\n      \"tags\": [\n        \"test\",\n        \"project-aurora\",\n        \"consolidation-candidate\"\n      ],\n      \"tier\": \"mid\",\n      \"title\": \"Project Aurora note 5\",\n      \"updated_at\": \"2026-05-04T22:16:01.910943443+00:00\"\n    },\n    {\n      \"access_count\": 1,\n      \"confidence\": 1.0,\n      \"content\": \"Project Aurora is a near-duplicate test memory 4 used for consolidation tier T3. Aurora ships v0.6.4 quiet-tools.\",\n      \"created_at\": \"2026-05-04T22:16:01.890341747+00:00\",\n      \"expires_at\": \"2026-05-06T01:39:37.623736933+00:00\",\n      \"id\": \"2b822e56-3c42-4b0c-9d7b-d61313075657\",\n      \"last_accessed_at\": \"2026-05-05T01:39:37.623736933+00:00\",\n      \"metadata\": {\n        \"agent_id\": \"fixture-builder\"\n      },\n      \"namespace\": \"discovery-gate\",\n      \"priority\": 5,\n      \"score\": 9.059,\n      \"source\": \"cli\",\n      \"tags\": [\n        \"test\",\n        \"project-aurora\",\n        \"consolidation-candidate\"\n      ],\n      \"tier\": \"mid\",\n      \"title\": \"Project Aurora note 4\",\n      \"updated_at\": \"2026-05-04T22:16:01.890341747+00:00\"\n    },\n    {\n      \"access_count\": 1,\n      \"confidence\": 1.0,\n      \"content\": \"Project Aurora is a near-duplicate test memory 3 used for consolidation tier T3. Aurora ships v0.6.4 quiet-tools.\",\n      \"created_at\": \"2026-05-04T22:16:01.864879483+00:00\",\n      \"expires_at\": \"2026-05-06T01:39:37.623932985+00:00\",\n      \"id\": \"6a9", "error": false}
{"event": "assistant", "content": "", "tool_calls": [{"id": "call_21572962", "name": "memory_recall", "arguments": "{\"context\":\"Project Aurora consolidation candidates\",\"format\":\"json\",\"limit\":50}"}], "finish_reason": "tool_calls"}
{"event": "tool_result", "tool_call_id": "call_21572962", "tool_name": "memory_recall", "args": {"context": "Project Aurora consolidation candidates", "format": "json", "limit": 50}, "result_excerpt": "{\n  \"count\": 8,\n  \"memories\": [\n    {\n      \"access_count\": 2,\n      \"confidence\": 1.0,\n      \"content\": \"Project Aurora is a near-duplicate test memory 5 used for consolidation tier T3. Aurora ships v0.6.4 quiet-tools.\",\n      \"created_at\": \"2026-05-04T22:16:01.910943443+00:00\",\n      \"expires_at\": \"2026-05-06T01:40:40.433927868+00:00\",\n      \"id\": \"713e00fb-33ad-4339-95ec-c9a51be3bbcb\",\n      \"last_accessed_at\": \"2026-05-05T01:40:40.433927868+00:00\",\n      \"metadata\": {\n        \"agent_id\": \"fixture-builder\"\n      },\n      \"namespace\": \"discovery-gate\",\n      \"priority\": 5,\n      \"score\": 9.159,\n      \"source\": \"cli\",\n      \"tags\": [\n        \"test\",\n        \"project-aurora\",\n        \"consolidation-candidate\"\n      ],\n      \"tier\": \"mid\",\n      \"title\": \"Project Aurora note 5\",\n      \"updated_at\": \"2026-05-04T22:16:01.910943443+00:00\"\n    },\n    {\n      \"access_count\": 2,\n      \"confidence\": 1.0,\n      \"content\": \"Project Aurora is a near-duplicate test memory 4 used for consolidation tier T3. Aurora ships v0.6.4 quiet-tools.\",\n      \"created_at\": \"2026-05-04T22:16:01.890341747+00:00\",\n      \"expires_at\": \"2026-05-06T01:40:40.434301361+00:00\",\n      \"id\": \"2b822e56-3c42-4b0c-9d7b-d61313075657\",\n      \"last_accessed_at\": \"2026-05-05T01:40:40.434301361+00:00\",\n      \"metadata\": {\n        \"agent_id\": \"fixture-builder\"\n      },\n      \"namespace\": \"discovery-gate\",\n      \"priority\": 5,\n      \"score\": 9.159,\n      \"source\": \"cli\",\n      \"tags\": [\n        \"test\",\n        \"project-aurora\",\n        \"consolidation-candidate\"\n      ],\n      \"tier\": \"mid\",\n      \"title\": \"Project Aurora note 4\",\n      \"updated_at\": \"2026-05-04T22:16:01.890341747+00:00\"\n    },\n    {\n      \"access_count\": 2,\n      \"confidence\": 1.0,\n      \"content\": \"Project Aurora is a near-duplicate test memory 3 used for consolidation tier T3. Aurora ships v0.6.4 quiet-tools.\",\n      \"created_at\": \"2026-05-04T22:16:01.864879483+00:00\",\n      \"expires_at\": \"2026-05-06T01:40:40.434505594+00:00\",\n      \"id\": \"6a9", "error": false}
{"event": "assistant", "content": "", "tool_calls": [{"id": "call_25002330", "name": "memory_capabilities", "arguments": "{\"family\":\"power\",\"include_schema\":true}"}], "finish_reason": "tool_calls"}
{"event": "tool_result", "tool_call_id": "call_25002330", "tool_name": "memory_capabilities", "args": {"family": "power", "include_schema": true}, "result_excerpt": "{\n  \"family\": \"power\",\n  \"loaded_under_active_profile\": false,\n  \"schema_version\": \"v0.6.4-family-schemas-1\",\n  \"tools\": [\n    {\n      \"description\": \"Pillar 2 / Stream D \u2014 pre-write near-duplicate check. Embeds `title + content`, scans live memories with stored embeddings (optionally restricted to `namespace`), and returns the highest-cosine match. `is_duplicate` is `nearest.similarity >= threshold`; the response also surfaces `suggested_merge` (the nearest memory's id) when the threshold is met. Threshold is clamped to a hard floor of 0.5 so permissive callers can't dress unrelated content as a merge candidate. Requires the embedder to be loaded (semantic tier or above).\",\n      \"inputSchema\": {\n        \"properties\": {\n          \"content\": {\n            \"description\": \"Content of the candidate memory.\",\n            \"type\": \"string\"\n          },\n          \"namespace\": {\n            \"description\": \"Restrict the duplicate scan to this namespace. Omit to scan all namespaces.\",\n            \"type\": \"string\"\n          },\n          \"threshold\": {\n            \"default\": 0.85,\n            \"description\": \"Cosine similarity threshold for declaring a duplicate. Clamped to >= 0.5. Default 0.85 is tuned for MiniLM-L6-v2 \u2014 near-paraphrases land at 0.88+.\",\n            \"maximum\": 1.0,\n            \"minimum\": 0.5,\n            \"type\": \"number\"\n          },\n          \"title\": {\n            \"description\": \"Title of the candidate memory. Combined with `content` to form the embedding input, matching memory_store's encoding.\",\n            \"type\": \"string\"\n          }\n        },\n        \"required\": [\n          \"title\",\n          \"content\"\n        ],\n        \"type\": \"object\"\n      },\n      \"name\": \"memory_check_duplicate\"\n    },\n    {\n      \"description\": \"Consolidate multiple memories into one long-term summary. Deletes source memories and creates derived_from links. If summary is omitted and LLM is available (smart/autonomous tier), auto-generates a summary.\",\n      \"inputSchema\": {\n     ", "error": false}
{"event": "assistant", "content": "", "tool_calls": [{"id": "call_25055742", "name": "memory_recall", "arguments": "{\"context\":\"Project Aurora\",\"tags\":\"consolidation-candidate\",\"until\":\"2026-05-05T00:00:00Z\"}"}], "finish_reason": "tool_calls"}
{"event": "tool_result", "tool_call_id": "call_25055742", "tool_name": "memory_recall", "args": {"context": "Project Aurora", "tags": "consolidation-candidate", "until": "2026-05-05T00:00:00Z"}, "result_excerpt": "count:5|mode:keyword|tokens_used:140\nmemories[id|title|tier|namespace|priority|score|tags|agent_id]:\n713e00fb-33ad-4339-95ec-c9a51be3bbcb|Project Aurora note 5|mid|discovery-gate|5|8.245|test,project-aurora,consolidation-candidate|fixture-builder\n2b822e56-3c42-4b0c-9d7b-d61313075657|Project Aurora note 4|mid|discovery-gate|5|8.245|test,project-aurora,consolidation-candidate|fixture-builder\n6a9254a3-3105-4cf6-a33a-f8fe8fba35c7|Project Aurora note 3|mid|discovery-gate|5|8.245|test,project-aurora,consolidation-candidate|fixture-builder\nd9a9803f-b613-4924-b23d-7b174410dcae|Project Aurora note 2|mid|discovery-gate|5|8.245|test,project-aurora,consolidation-candidate|fixture-builder\n551a578b-7cd5-4bc8-bf77-e4a5504f990c|Project Aurora note 1|mid|discovery-gate|5|8.245|test,project-aurora,consolidation-candidate|fixture-builder\n", "error": false}
{"event": "assistant", "content": "To complete the consolidation of similar memories about Project Aurora, the power family tools are required but not currently loaded. Operator, please restart the MCP server with `--profile power` added to the command line to load them.\n\nI discovered 5 near-duplicate memories (IDs: 551a578b-7cd5-4bc8-bf77-e4a5504f990c, d9a9803f-b613-4924-b23d-7b174410dcae, 6a9254a3-3105-4cf6-a33a-f8fe8fba35c7, 2b822e56-3c42-4b0c-9d7b-d61313075657, 713e00fb-33ad-4339-95ec-c9a51be3bbcb) tagged as consolidation candidates, all describing Project Aurora as a test for T3 consolidation involving v0.6.4 quiet-tools. Once the profile is loaded, I can call memory_consolidate on these IDs to merge them into a single summary memory.", "tool_calls": [], "finish_reason": "stop"}