{"type":"session","version":3,"id":"e7df0ff6-77db-4143-adbd-2a84172a60e9","timestamp":"2026-05-03T08:24:56.509Z","cwd":"/home/rurouni"}
{"type":"model_change","id":"e5e14ead","parentId":null,"timestamp":"2026-05-03T08:24:56.603Z","provider":"openai-codex","modelId":"gpt-5.5"}
{"type":"thinking_level_change","id":"53d13b21","parentId":"e5e14ead","timestamp":"2026-05-03T08:24:56.603Z","thinkingLevel":"off"}
{"type":"custom","customType":"model-snapshot","data":{"timestamp":1777796696624,"provider":"openai-codex","modelApi":"openai-codex-responses","modelId":"gpt-5.5"},"id":"ca4124ff","parentId":"53d13b21","timestamp":"2026-05-03T08:24:56.624Z"}
{"type":"message","id":"4a695f3a","parentId":"ca4124ff","timestamp":"2026-05-03T08:24:56.646Z","message":{"role":"user","content":[{"type":"text","text":"[Sun 2026-05-03 01:24 PDT] The gateway restart completed successfully. Tell the user OpenClaw restarted successfully and continue any pending work."}],"timestamp":1777796696635}}
{"type":"custom_message","customType":"openclaw.runtime-context","content":"System: [2026-05-03 01:24:43 PDT] Gateway restart restart ok (gateway.restart)\nSystem: /restart\nSystem: Run: openclaw doctor --non-interactive\n\nConversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:7229867039\",\n  \"message_id\": \"restart-sentinel:agent:main:telegram:direct:7229867039:agentTurn:1777796666357\",\n  \"timestamp\": \"Sun 2026-05-03 01:24 PDT\"\n}\n```","display":false,"details":{"source":"openclaw-runtime-context"},"id":"fc10eb36","parentId":"4a695f3a","timestamp":"2026-05-03T08:24:56.655Z"}
{"type":"message","id":"e1631c52","parentId":"fc10eb36","timestamp":"2026-05-03T08:24:59.499Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_057a84f966f74b760169f70659da1c819398bdfd563fb7b599\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABp9wZaS1MillSckd1jOj7PXJIvzGoP6xaRkv_CULXZedIvXfiBT3cSfRvwIqBEN20LT9KnxDw5TXc5jciPxQnUY4PIueTw708RB4csk34vSVwPGQus8cMoD1zneyj3dtjSF2uLOBfNd-jVSYj1l_izIA9DC8DiGBX6-1EON8EdLpWsdDOfMh0-rsKZWgXjlnPUZtmyBCDyA3WUJSqUmyqNbcvwxhCW9mQ6Uqgk7lKW2tC-4OoSFhLDluqem7A0F6AREA40sLA6Jkvr4s_qL5Wc3R087gFdLlUPkGfiUVZasKWOALwYhKTK3zy3Bv3EPJm15zqpR_khVaXxXmi8XSvrpQHFX-r95g_Src7UiN8BI8nahc-3ek4tdab2vNAxFg6C5YP_9BYCtzeUoqj8hy92esCmQcH3OI2bKcaeP1glIjHDtyURmLcNH_z4V4BY6OoLZbDGADQi5pBgZBIgGDTnOxa2kE6fxACbhZHg48a1BYAiBoxwWrHsaxc9uT8RZnBk9Dh-wsC3Qa-8QSKPao64YxbB-2KzE1Mo7Q4gbHqmuuIIZYXt1Cg58R4LlWsz_9Z4YB3aJPKX-lFDv3R-7EHZ-AcXq-h5ZpV9ot7ovH9o2gU7m7VvUNQoOpT__Z-ljpfKySd2fqwjpoqEVw1xJEhdw2-KasSVdCMZ9xpKEA86kLeDVMwV_mD-MvJPghcZiEiBCAvS-Pfjfx8Z_krKgDSY0doZWvBEe48xV7zR8aEd70lQIcF_dTg91XUPnls5yaMhJLP9q-hZzcx7pF4qvNYD2KtLdmNW47-zXriTtUt8w6_qyvh0fVwSFGfn6Xs-mKgHmRmcasJfWna-5vZG-mMbETgU44JrlF-9SPuNN6h_Lqs8sop8OXiu1QAdZ5DFN-VdeDQeMbFt8k8RRup6c3kQMulYWqHUlyDA1-QDmalMntgYDwD4cnMt10Sn3B5wxfwQ1w05TKJmUjAqBBe1uFev7IIlh5ne4hhOReFWSDSmkXMxt8gFfB6bIqDnfU95lQSzKgeEg9m5ANxfs0RbFK1Debadsdy6mMDEGxuXPmTHTanpw4HdzDrB2ZzlslKRTN00uCkUXrkn6ncRxlIa18WU7CUo9a446JR6JFKdn-le_1J_lK7pjK6kgUe5yEBPekZyYTlF4Gj5d0ZoeHMK2FiDWenATSoxKIGsFYs7WXhvGK_y3OY=\",\"summary\":[]}"},{"type":"toolCall","id":"call_Ec2DN6HZM6Yu8MWlulDQyjiS|fc_057a84f966f74b760169f7065ae214819393166f092431d891","name":"exec","arguments":{"command":"openclaw doctor --non-interactive","workdir":"/home/rurouni","yieldMs":10000,"timeout":120}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.5","usage":{"input":5145,"output":91,"cacheRead":7680,"cacheWrite":0,"totalTokens":12916,"cost":{"input":0.025725,"output":0.0027300000000000002,"cacheRead":0.0038399999999999997,"cacheWrite":0,"total":0.032295000000000004}},"stopReason":"toolUse","timestamp":1777796696657,"responseId":"resp_057a84f966f74b760169f70658f3448193a38e4b591fea5847"}}
{"type":"message","id":"15ae334e","parentId":"e1631c52","timestamp":"2026-05-03T08:25:09.646Z","message":{"role":"toolResult","toolCallId":"call_Ec2DN6HZM6Yu8MWlulDQyjiS|fc_057a84f966f74b760169f7065ae214819393166f092431d891","toolName":"exec","content":[{"type":"text","text":"▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄\n██░▄▄▄░██░▄▄░██░▄▄▄██░▀██░██░▄▄▀██░████░▄▄▀██░███░██\n██░███░██░▀▀░██░▄▄▄██░█░█░██░█████░████░▀▀░██░█░█░██\n██░▀▀▀░██░█████░▀▀▀██░██▄░██░▀▀▄██░▀▀░█░██░██▄▀▄▀▄██\n▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀\n                  🦞 OPENCLAW 🦞                    \n \n┌  OpenClaw doctor\n│\n◇  State integrity ────────────────────────────────────────────────────────╮\n│                                                                          │\n│  - Found 16 orphan transcript files in                                   │\n│    ~/.openclaw/agents/main/sessions.                                     │\n│    These .jsonl files are no longer referenced by sessions.json, so      │\n│    they are not part of any active session history.                      │\n│    Doctor can archive them safely by renaming each file to               │\n│    *.deleted.<timestamp>.                                                │\n│    Examples: 1635cbbb-c445-48a1-98b5-421218e6835d.jsonl,                 │\n│    2026-05-03T05-28-09-985Z_21cd7320-c6fd-4c00-8fc4-221a33befd3f.jsonl,  │\n│    2026-05-03T05-36-35-279Z_851c1145-f1f6-4ae6-8f4c-76e69da8cd96.jsonl,  │\n│    and 13 more                                                           │\n│                                                                          │\n├──────────────────────────────────────────────────────────────────────────╯\n│\n◇  Session locks ──────────────────────────────────────────────────────────────╮\n│                                                                              │\n│  - Found 1 session lock file.                                                │\n│  - ~/.openclaw/agents/main/sessions/e7df0ff6-77db-4143-adbd-2a84172a60e9.js  │\n│  onl.lock                                                                    │\n│    pid=44326 (alive) age=9s stale=no                                         │\n│                                                                              │\n├──────────────────────────────────────────────────────────────────────────────╯\n│\n◇  Security ────────────────────────────────────────────────────────────╮\n│                                                                       │\n│  - WARNING: Gateway bound to \"lan\" (0.0.0.0) (network-accessible).    │\n│    Ensure your auth credentials are strong and not exposed.           │\n│    Safer remote access: keep bind loopback and use Tailscale          │\n│    Serve/Funnel or an SSH tunnel.                                     │\n│    Example tunnel: ssh -N -L 18789:127.0.0.1:18789 user@gateway-host  │\n│    Docs: https://docs.openclaw.ai/gateway/remote                      │\n│  - Run: openclaw security audit --deep                                │\n│                                                                       │\n├───────────────────────────────────────────────────────────────────────╯\n│\n◇  Skills status ───────────╮\n│                           │\n│  Eligible: 11             │\n│  Missing requirements: 0  │\n│  Blocked by allowlist: 0  │\n│                           │\n├───────────────────────────╯\n│\n◇  Plugins ──────╮\n│                │\n│  Loaded: 64    │\n│  Imported: 0   │\n│  Disabled: 28  │\n│  Errors: 0     │\n│                │\n├────────────────╯\n│\n◇  Memory search ─────────────────────────────────────────────────╮\n│                                                                 │\n│  No active memory plugin is registered for the current config.  │\n│                                                                 │\n├─────────────────────────────────────────────────────────────────╯\nRun \"openclaw doctor --fix\" to apply changes.\n│\n└  Doctor complete."}],"details":{"status":"completed","exitCode":0,"durationMs":9990,"aggregated":"▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄▄\n██░▄▄▄░██░▄▄░██░▄▄▄██░▀██░██░▄▄▀██░████░▄▄▀██░███░██\n██░███░██░▀▀░██░▄▄▄██░█░█░██░█████░████░▀▀░██░█░█░██\n██░▀▀▀░██░█████░▀▀▀██░██▄░██░▀▀▄██░▀▀░█░██░██▄▀▄▀▄██\n▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀\n                  🦞 OPENCLAW 🦞                    \n \n┌  OpenClaw doctor\n│\n◇  State integrity ────────────────────────────────────────────────────────╮\n│                                                                          │\n│  - Found 16 orphan transcript files in                                   │\n│    ~/.openclaw/agents/main/sessions.                                     │\n│    These .jsonl files are no longer referenced by sessions.json, so      │\n│    they are not part of any active session history.                      │\n│    Doctor can archive them safely by renaming each file to               │\n│    *.deleted.<timestamp>.                                                │\n│    Examples: 1635cbbb-c445-48a1-98b5-421218e6835d.jsonl,                 │\n│    2026-05-03T05-28-09-985Z_21cd7320-c6fd-4c00-8fc4-221a33befd3f.jsonl,  │\n│    2026-05-03T05-36-35-279Z_851c1145-f1f6-4ae6-8f4c-76e69da8cd96.jsonl,  │\n│    and 13 more                                                           │\n│                                                                          │\n├──────────────────────────────────────────────────────────────────────────╯\n│\n◇  Session locks ──────────────────────────────────────────────────────────────╮\n│                                                                              │\n│  - Found 1 session lock file.                                                │\n│  - ~/.openclaw/agents/main/sessions/e7df0ff6-77db-4143-adbd-2a84172a60e9.js  │\n│  onl.lock                                                                    │\n│    pid=44326 (alive) age=9s stale=no                                         │\n│                                                                              │\n├──────────────────────────────────────────────────────────────────────────────╯\n│\n◇  Security ────────────────────────────────────────────────────────────╮\n│                                                                       │\n│  - WARNING: Gateway bound to \"lan\" (0.0.0.0) (network-accessible).    │\n│    Ensure your auth credentials are strong and not exposed.           │\n│    Safer remote access: keep bind loopback and use Tailscale          │\n│    Serve/Funnel or an SSH tunnel.                                     │\n│    Example tunnel: ssh -N -L 18789:127.0.0.1:18789 user@gateway-host  │\n│    Docs: https://docs.openclaw.ai/gateway/remote                      │\n│  - Run: openclaw security audit --deep                                │\n│                                                                       │\n├───────────────────────────────────────────────────────────────────────╯\n│\n◇  Skills status ───────────╮\n│                           │\n│  Eligible: 11             │\n│  Missing requirements: 0  │\n│  Blocked by allowlist: 0  │\n│                           │\n├───────────────────────────╯\n│\n◇  Plugins ──────╮\n│                │\n│  Loaded: 64    │\n│  Imported: 0   │\n│  Disabled: 28  │\n│  Errors: 0     │\n│                │\n├────────────────╯\n│\n◇  Memory search ─────────────────────────────────────────────────╮\n│                                                                 │\n│  No active memory plugin is registered for the current config.  │\n│                                                                 │\n├─────────────────────────────────────────────────────────────────╯\nRun \"openclaw doctor --fix\" to apply changes.\n│\n└  Doctor complete.","cwd":"/home/rurouni"},"isError":false,"timestamp":1777796709645}}
{"type":"message","id":"450cf6a0","parentId":"15ae334e","timestamp":"2026-05-03T08:25:09.648Z","message":{"role":"user","content":[{"type":"text","text":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:7229867039\",\n  \"message_id\": \"1209\",\n  \"sender_id\": \"7229867039\",\n  \"sender\": \"Raymond\",\n  \"timestamp\": \"Sun 2026-05-03 01:25 PDT\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"Raymond (7229867039)\",\n  \"id\": \"7229867039\",\n  \"name\": \"Raymond\"\n}\n```\n\nHello"}],"timestamp":1777796709577}}
{"type":"message","id":"ae599ad9","parentId":"15ae334e","timestamp":"2026-05-03T08:25:50.078Z","message":{"role":"user","content":[{"type":"text","text":"Why is memory search no active"}],"timestamp":1777796750076}}
{"type":"custom_message","customType":"openclaw.runtime-context","content":"[Queued user message that arrived while the previous turn was still active]\nConversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:7229867039\",\n  \"message_id\": \"1209\",\n  \"sender_id\": \"7229867039\",\n  \"sender\": \"Raymond\",\n  \"timestamp\": \"Sun 2026-05-03 01:25 PDT\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"Raymond (7229867039)\",\n  \"id\": \"7229867039\",\n  \"name\": \"Raymond\"\n}\n```\n\nHello\n\nConversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:7229867039\",\n  \"message_id\": \"1212\",\n  \"sender_id\": \"7229867039\",\n  \"sender\": \"Raymond\",\n  \"timestamp\": \"Sun 2026-05-03 01:25 PDT\"\n}\n```\n\nSender (untrusted metadata):\n```json\n{\n  \"label\": \"Raymond (7229867039)\",\n  \"id\": \"7229867039\",\n  \"name\": \"Raymond\"\n}\n```","display":false,"details":{"source":"openclaw-runtime-context"},"id":"3ea6e1fa","parentId":"ae599ad9","timestamp":"2026-05-03T08:25:50.079Z"}
{"type":"message","id":"5458f023","parentId":"3ea6e1fa","timestamp":"2026-05-03T08:25:55.892Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_057a84f966f74b760169f7068f75dc8193857ca2eab3cb8db0\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABp9waRWdOjH2tmAGq_XOEjhaaPGWwExhX7552d9MMSRlOeY1RG9oQr41hUnjoBOQivZH9w0MvF8z3OFTTWGpw1cxoQXE8FKZEmGeAEumWmT-5ufy45BMgpaYndnUCIylxFvFA26J1gqiJho2jCXad4pBoNRrzjSZYDr22USdb3xFOWA15SoXN1UQ7JL9dFenOH3pASE9rEc1ywSah-mAM1-TW8fOGzZj1nfx0dqwWsToyKgt8uYhUjv6wm04iT1vLAXxcRXiH2xHGkRyiEDXv2Us-mTYGGp0NnsQO8Q2HbRQe3eWk4lhSGCs6nGMi1Zh1Ln-ZdInerUJXeIwYiC8m7PfethDXB46qwgZiHxRG7vBDwep-w9p1icGuVyGRbyQTU7g8F6w-LtTp5J18OzxUnwTPclXQww8Qvn1DhiNjx5jydRPg69dKslchWMwSclQTLWuH-CFIoulkftPiNm1fY9stUf2ICHkRaMHybHPYJ0n3hq5ObZyeCID5-0ssnoOr0EK4g-tBa2cMt0z7NP7RnIMKmMPyb_vnsGwB4vYWmBJpNAMFLqSF3JFSIXJJGPS8vEMWuumAfYWcdM9NEHXnISv3IOlj-ouaJ9Q7xqgIPqr4XJ1nASd3m4XRSD8R9ojxS5mev-FKBtAnSsFhRhRos8OfGnenxb5a7XypOcINMTBbvKMQkkwWnTjdiUOkiApv9Lt5r0TsrjG8BJOgNqCSvZph4oGoMc6DtR5Lxc7Howe6ofAVI1Ifb-BMDy2wYqLvmFE0ysuMbDRZqNbQC10DHfz7Bn7JwXopmKe-ikHIjPDhmPzclVXo3fQThWfsm-w66PWeULbJrFASSC5JEIVg-ApoK6BUTiZNtOF2l-xSL-n82tCwB6CGphF9HcH4W7YcU_LMJTddxyRC08o7dRfS7FQ1jjrwNMUqcuLn_6moj7IF85UmkRyVtjwbLeiAX1NlH-vg6MuaDH7heW6X3K3giXZRpEFyqQLUXndOU1fCi3Cd_v8UhTMRsqq_gjFpwfocbPAwMeQcNYHDNhEI7Ug1tUKdrETyiTjOrV1IKKEwekTbRqcexUTX4omEeWr65rZliNzqbEgXdq15fy_GcEeopdCmKJz2neit0BfoWEFQIniNN_x_Ep2k9qeAvYsN1tRrks80Y4h6dgztSEKypwrL2PmghOn_tnKw27EodZ1IwvsRifau6oFFXgqiUo49Qf9I94x9pcRZfF9dNbaXUAcS4phee2oNuy1rSfHD3Uino2BGBVJXAVUJ5oLG0tq9pVMA9nMmX-guFDNBYh9vQiW1UUvsEVgoYEIDzDuaWhBGKwqzazpfEtZlA8kRxniukm7HO1lv45dzXjaEYgThzhlhpIiJH_12VE_nnfeJRmvYJh9gy1_A_71fPHRcukNzkBURhqaWrSYFNuCt6Jsg1HyV9-yPRnKVucFoQea-3N0FQ8RfgVH8oM8cmi-hZOTr714GLMHzLmNvcU4C9LvvhMtsly_aYsWxFCOY-_FMg_1f4EIHtAms=\",\"summary\":[]}"},{"type":"text","text":"Bet — I’ll check the live config/state instead of guessing. That doctor line usually means the memory-search plugin isn’t enabled/loaded after restart, not that `MEMORY.md` vanished.","textSignature":"{\"v\":1,\"id\":\"msg_057a84f966f74b760169f70691973c8193ace5a31e447a6ec8\",\"phase\":\"commentary\"}"},{"type":"toolCall","id":"call_hYJOD0cCC2gNBrDFfbsgpmIM|fc_057a84f966f74b760169f70693c0608193846469a355fe2cde","name":"exec","arguments":{"command":"openclaw status","workdir":"/home/rurouni","yieldMs":10000,"timeout":60}},{"type":"toolCall","id":"call_nwUqVmdqx6sBXxXehvIjZFM7|fc_057a84f966f74b760169f70693c06c81938a0631df0f675d8a","name":"exec","arguments":{"command":"grep -R \"memory\" -n .openclaw/openclaw.json .openclaw 2>/dev/null | head -80","workdir":"/home/rurouni","yieldMs":10000,"timeout":60}},{"type":"toolCall","id":"call_NZW1CTZXqavHnkJeKG6KqSxp|fc_057a84f966f74b760169f70693c074819399eb4a89fe221385","name":"exec","arguments":{"command":"grep -R \"memory search\\|memory plugin\\|memories\\|memorySearch\" -n /usr/lib/node_modules/openclaw/docs /usr/lib/node_modules/openclaw/dist 2>/dev/null | head -120","workdir":"/home/rurouni","yieldMs":10000,"timeout":60}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.5","usage":{"input":1686,"output":333,"cacheRead":12288,"cacheWrite":0,"totalTokens":14307,"cost":{"input":0.00843,"output":0.00999,"cacheRead":0.006144,"cacheWrite":0,"total":0.024564}},"stopReason":"toolUse","timestamp":1777796750079,"responseId":"resp_057a84f966f74b760169f7068e4e848193ad5aaa26e824665e"}}
{"type":"message","id":"4a9e7c9d","parentId":"5458f023","timestamp":"2026-05-03T08:26:00.201Z","message":{"role":"toolResult","toolCallId":"call_hYJOD0cCC2gNBrDFfbsgpmIM|fc_057a84f966f74b760169f70693c0608193846469a355fe2cde","toolName":"exec","content":[{"type":"text","text":"OpenClaw status\n\nOverview\n┌──────────────────────┬───────────────────────────────────────────────────────────────────────────────────────────────┐\n│ Item                 │ Value                                                                                         │\n├──────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────────┤\n│ OS                   │ linux 6.12.85+deb13-amd64 (x64) · node 24.15.0                                                │\n│ Dashboard            │ http://192.168.1.50:18789/                                                                    │\n│ Tailscale exposure   │ off                                                                                           │\n│ Channel              │ stable (default)                                                                              │\n│ Update               │ pnpm · up to date · npm latest 2026.5.2                                                       │\n│ Gateway              │ local · ws://127.0.0.1:18789 (local loopback) · reachable 73ms · auth token · debian-ai (192. │\n│                      │ 168.1.50) app 2026.5.2 linux 6.12.85+deb13-amd64                                              │\n│ Gateway self         │ debian-ai (192.168.1.50) app 2026.5.2 linux 6.12.85+deb13-amd64                               │\n│ Gateway service      │ systemd installed · enabled · running (pid 44326, state active)                               │\n│ Node service         │ systemd not installed                                                                         │\n│ Agents               │ 1 · no bootstrap files · sessions 3 · default main active just now                            │\n│ Memory               │ enabled (plugin memory-core) · not checked                                                    │\n│ Plugin compatibility │ none                                                                                          │\n│ Probes               │ skipped (use --deep)                                                                          │\n│ Events               │ none                                                                                          │\n│ Tasks                │ none                                                                                          │\n│ Heartbeat            │ 30m (main)                                                                                    │\n│ Sessions             │ 3 active · default gpt-5.5 (128k ctx) · ~/.openclaw/agents/main/sessions/sessions.json        │\n└──────────────────────┴───────────────────────────────────────────────────────────────────────────────────────────────┘\n\nSecurity audit\nSkipped in fast status. Full report: openclaw security audit\nDeep probe: openclaw status --deep\n\nChannels\n┌──────────┬─────────┬────────┬────────────────────────────────────────────────────────────────────────────────────────┐\n│ Channel  │ Enabled │ State  │ Detail                                                                                 │\n├──────────┼─────────┼────────┼────────────────────────────────────────────────────────────────────────────────────────┤\n│ Telegram │ ON      │ OK     │ token config (8796…S0Zs · len 46) · accounts 1/1                                       │\n└──────────┴─────────┴────────┴────────────────────────────────────────────────────────────────────────────────────────┘\n\nSessions\n┌──────────────────────────────────────────────────┬────────┬──────────┬──────────────┬────────────────────────────────┐\n│ Key                                              │ Kind   │ Age      │ Model        │ Tokens                         │\n├──────────────────────────────────────────────────┼────────┼──────────┼──────────────┼────────────────────────────────┤\n│ agent:main:telegram:direct:7229…                 │ direct │ just now │ gpt-5.5      │ 14k/128k (11%) · 🗄️ 64% cached │\n│ agent:main:main                                  │ direct │ 40m ago  │ gpt-5.5      │ 22k/28k (78%) · 🗄️ 64% cached  │\n│ agent:main:main:heartbeat                        │ direct │ 42m ago  │ gpt-5.5      │ 14k/28k (50%) · 🗄️ 56% cached  │\n└──────────────────────────────────────────────────┴────────┴──────────┴──────────────┴────────────────────────────────┘\n\nFAQ: https://docs.openclaw.ai/faq\nTroubleshooting: https://docs.openclaw.ai/troubleshooting\nNext steps:\n  Need to share?      openclaw status --all\n  Need to debug live? openclaw logs --follow\n  Need to test channels? openclaw status --deep"}],"details":{"status":"completed","exitCode":0,"durationMs":4280,"aggregated":"OpenClaw status\n\nOverview\n┌──────────────────────┬───────────────────────────────────────────────────────────────────────────────────────────────┐\n│ Item                 │ Value                                                                                         │\n├──────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────────┤\n│ OS                   │ linux 6.12.85+deb13-amd64 (x64) · node 24.15.0                                                │\n│ Dashboard            │ http://192.168.1.50:18789/                                                                    │\n│ Tailscale exposure   │ off                                                                                           │\n│ Channel              │ stable (default)                                                                              │\n│ Update               │ pnpm · up to date · npm latest 2026.5.2                                                       │\n│ Gateway              │ local · ws://127.0.0.1:18789 (local loopback) · reachable 73ms · auth token · debian-ai (192. │\n│                      │ 168.1.50) app 2026.5.2 linux 6.12.85+deb13-amd64                                              │\n│ Gateway self         │ debian-ai (192.168.1.50) app 2026.5.2 linux 6.12.85+deb13-amd64                               │\n│ Gateway service      │ systemd installed · enabled · running (pid 44326, state active)                               │\n│ Node service         │ systemd not installed                                                                         │\n│ Agents               │ 1 · no bootstrap files · sessions 3 · default main active just now                            │\n│ Memory               │ enabled (plugin memory-core) · not checked                                                    │\n│ Plugin compatibility │ none                                                                                          │\n│ Probes               │ skipped (use --deep)                                                                          │\n│ Events               │ none                                                                                          │\n│ Tasks                │ none                                                                                          │\n│ Heartbeat            │ 30m (main)                                                                                    │\n│ Sessions             │ 3 active · default gpt-5.5 (128k ctx) · ~/.openclaw/agents/main/sessions/sessions.json        │\n└──────────────────────┴───────────────────────────────────────────────────────────────────────────────────────────────┘\n\nSecurity audit\nSkipped in fast status. Full report: openclaw security audit\nDeep probe: openclaw status --deep\n\nChannels\n┌──────────┬─────────┬────────┬────────────────────────────────────────────────────────────────────────────────────────┐\n│ Channel  │ Enabled │ State  │ Detail                                                                                 │\n├──────────┼─────────┼────────┼────────────────────────────────────────────────────────────────────────────────────────┤\n│ Telegram │ ON      │ OK     │ token config (8796…S0Zs · len 46) · accounts 1/1                                       │\n└──────────┴─────────┴────────┴────────────────────────────────────────────────────────────────────────────────────────┘\n\nSessions\n┌──────────────────────────────────────────────────┬────────┬──────────┬──────────────┬────────────────────────────────┐\n│ Key                                              │ Kind   │ Age      │ Model        │ Tokens                         │\n├──────────────────────────────────────────────────┼────────┼──────────┼──────────────┼────────────────────────────────┤\n│ agent:main:telegram:direct:7229…                 │ direct │ just now │ gpt-5.5      │ 14k/128k (11%) · 🗄️ 64% cached │\n│ agent:main:main                                  │ direct │ 40m ago  │ gpt-5.5      │ 22k/28k (78%) · 🗄️ 64% cached  │\n│ agent:main:main:heartbeat                        │ direct │ 42m ago  │ gpt-5.5      │ 14k/28k (50%) · 🗄️ 56% cached  │\n└──────────────────────────────────────────────────┴────────┴──────────┴──────────────┴────────────────────────────────┘\n\nFAQ: https://docs.openclaw.ai/faq\nTroubleshooting: https://docs.openclaw.ai/troubleshooting\nNext steps:\n  Need to share?      openclaw status --all\n  Need to debug live? openclaw logs --follow\n  Need to test channels? openclaw status --deep","cwd":"/home/rurouni"},"isError":false,"timestamp":1777796760200}}
{"type":"message","id":"bdf09428","parentId":"4a9e7c9d","timestamp":"2026-05-03T08:26:00.202Z","message":{"role":"toolResult","toolCallId":"call_nwUqVmdqx6sBXxXehvIjZFM7|fc_057a84f966f74b760169f70693c06c81938a0631df0f675d8a","toolName":"exec","content":[{"type":"text","text":".openclaw/openclaw.json:34:        \"memoryFlush\": {\n.openclaw/openclaw.json:352:        \"session-memory\": {\n.openclaw/openclaw.json:34:        \"memoryFlush\": {\n.openclaw/openclaw.json:352:        \"session-memory\": {\n.openclaw/plugins/installs.json:26:        \"memory\": false,\n.openclaw/plugins/installs.json:59:        \"memory\": false,\n.openclaw/plugins/installs.json:92:        \"memory\": false,\n.openclaw/plugins/installs.json:132:        \"memory\": false,\n.openclaw/plugins/installs.json:168:        \"memory\": false,\n.openclaw/plugins/installs.json:203:        \"memory\": false,\n.openclaw/plugins/installs.json:236:        \"memory\": false,\n.openclaw/plugins/installs.json:271:        \"memory\": false,\n.openclaw/plugins/installs.json:306:        \"memory\": false,\n.openclaw/plugins/installs.json:341:        \"memory\": false,\n.openclaw/plugins/installs.json:376:        \"memory\": false,\n.openclaw/plugins/installs.json:411:        \"memory\": false,\n.openclaw/plugins/installs.json:446:        \"memory\": false,\n.openclaw/plugins/installs.json:479:        \"memory\": false,\n.openclaw/plugins/installs.json:512:        \"memory\": false,\n.openclaw/plugins/installs.json:547:        \"memory\": false,\n.openclaw/plugins/installs.json:569:        \"memory\": false,\n.openclaw/plugins/installs.json:601:        \"memory\": false,\n.openclaw/plugins/installs.json:636:        \"memory\": false,\n.openclaw/plugins/installs.json:669:        \"memory\": false,\n.openclaw/plugins/installs.json:704:        \"memory\": false,\n.openclaw/plugins/installs.json:739:        \"memory\": false,\n.openclaw/plugins/installs.json:776:        \"memory\": false,\n.openclaw/plugins/installs.json:809:        \"memory\": false,\n.openclaw/plugins/installs.json:844:        \"memory\": false,\n.openclaw/plugins/installs.json:879:        \"memory\": false,\n.openclaw/plugins/installs.json:914:        \"memory\": false,\n.openclaw/plugins/installs.json:949:        \"memory\": false,\n.openclaw/plugins/installs.json:984:        \"memory\": false,\n.openclaw/plugins/installs.json:1019:        \"memory\": false,\n.openclaw/plugins/installs.json:1054:        \"memory\": false,\n.openclaw/plugins/installs.json:1089:        \"memory\": false,\n.openclaw/plugins/installs.json:1124:        \"memory\": false,\n.openclaw/plugins/installs.json:1159:        \"memory\": false,\n.openclaw/plugins/installs.json:1197:        \"memory\": false,\n.openclaw/plugins/installs.json:1234:        \"memory\": false,\n.openclaw/plugins/installs.json:1269:        \"memory\": false,\n.openclaw/plugins/installs.json:1304:        \"memory\": false,\n.openclaw/plugins/installs.json:1339:        \"memory\": false,\n.openclaw/plugins/installs.json:1361:        \"memory\": false,\n.openclaw/plugins/installs.json:1394:        \"memory\": false,\n.openclaw/plugins/installs.json:1429:        \"memory\": false,\n.openclaw/plugins/installs.json:1464:        \"memory\": false,\n.openclaw/plugins/installs.json:1497:        \"memory\": false,\n.openclaw/plugins/installs.json:1532:        \"memory\": false,\n.openclaw/plugins/installs.json:1554:        \"memory\": false,\n.openclaw/plugins/installs.json:1618:        \"memory\": false,\n.openclaw/plugins/installs.json:1653:        \"memory\": false,\n.openclaw/plugins/installs.json:1688:        \"memory\": false,\n.openclaw/plugins/installs.json:1721:        \"memory\": false,\n.openclaw/plugins/installs.json:1756:        \"memory\": false,\n.openclaw/plugins/installs.json:1791:        \"memory\": false,\n.openclaw/plugins/installs.json:1826:        \"memory\": false,\n.openclaw/plugins/installs.json:1861:        \"memory\": false,\n.openclaw/plugins/installs.json:1899:        \"memory\": false,\n.openclaw/plugins/installs.json:1934:        \"memory\": false,\n.openclaw/openclaw.json.bak.4:34:        \"memoryFlush\": {\n.openclaw/openclaw.json.bak.4:352:        \"session-memory\": {\n.openclaw/openclaw.json.bak:34:        \"memoryFlush\": {\n.openclaw/openclaw.json.bak:352:        \"session-memory\": {\n.openclaw/openclaw.json.bak.1:34:        \"memoryFlush\": {\n.openclaw/openclaw.json.bak.1:352:        \"session-memory\": {\n.openclaw/openclaw.json.last-good:34:        \"memoryFlush\": {\n.openclaw/openclaw.json.last-good:352:        \"session-memory\": {\n.openclaw/workspace/memory/2026-05-02-ruruni-setup.md:9:user: Add this to your memory in the correct places\n.openclaw/workspace/memory/2026-05-02-ruruni-setup.md:105:user: Add this to your memory in the correct places\n.openclaw/workspace/memory/2026-05-02-ruruni-setup.md:200:user: i think you put things in memory md that maybe belong in soul not sure or other parts of your memoery files\n.openclaw/workspace/memory/2026-05-02-ruruni-setup.md:204:assistant: MEMORY.md doesn't exist at the workspace level, but you're right to question things. Let me search memory to see what's been stored long-term that might belong in SOUL.md vs MEMORY.md.\n.openclaw/workspace/memory/2026-05-02-identity-setup.md:9:user: No you are not look at your memory\n.openclaw/workspace/memory/2026-05-02-identity-setup.md:11:user: No you are not look at your memory\n.openclaw/workspace/memory/2026-05-02-agent-birth.md:23:There is no memory yet. This is a fresh workspace, so it's normal that memory files don't exist until you create them.\n.openclaw/workspace/memory/2026-05-02-agent-birth.md:112:There is no memory yet. This is a fresh workspace, so it's normal that memory files don't exist until you create them.\n.openclaw/workspace/memory/2026-05-02-calm-ronin.md:9:user: Look in your memory about your speaking style\n.openclaw/workspace/memory/2026-05-02-memory-cleanup.md:9:user: Want you to clean up your memory organize it and compact it make sure you have everything I told you\n.openclaw/workspace/memory/2026-05-02-memory-cleanup.md:11:user: Want you to clean up your memory organize it and compact it make sure you have everything I told you\n.openclaw/workspace/SOUL.md:32:Each session, you wake up fresh. These files _are_ your memory. Read them. Update them. They're how you persist."}],"details":{"status":"completed","exitCode":0,"durationMs":48,"aggregated":".openclaw/openclaw.json:34:        \"memoryFlush\": {\n.openclaw/openclaw.json:352:        \"session-memory\": {\n.openclaw/openclaw.json:34:        \"memoryFlush\": {\n.openclaw/openclaw.json:352:        \"session-memory\": {\n.openclaw/plugins/installs.json:26:        \"memory\": false,\n.openclaw/plugins/installs.json:59:        \"memory\": false,\n.openclaw/plugins/installs.json:92:        \"memory\": false,\n.openclaw/plugins/installs.json:132:        \"memory\": false,\n.openclaw/plugins/installs.json:168:        \"memory\": false,\n.openclaw/plugins/installs.json:203:        \"memory\": false,\n.openclaw/plugins/installs.json:236:        \"memory\": false,\n.openclaw/plugins/installs.json:271:        \"memory\": false,\n.openclaw/plugins/installs.json:306:        \"memory\": false,\n.openclaw/plugins/installs.json:341:        \"memory\": false,\n.openclaw/plugins/installs.json:376:        \"memory\": false,\n.openclaw/plugins/installs.json:411:        \"memory\": false,\n.openclaw/plugins/installs.json:446:        \"memory\": false,\n.openclaw/plugins/installs.json:479:        \"memory\": false,\n.openclaw/plugins/installs.json:512:        \"memory\": false,\n.openclaw/plugins/installs.json:547:        \"memory\": false,\n.openclaw/plugins/installs.json:569:        \"memory\": false,\n.openclaw/plugins/installs.json:601:        \"memory\": false,\n.openclaw/plugins/installs.json:636:        \"memory\": false,\n.openclaw/plugins/installs.json:669:        \"memory\": false,\n.openclaw/plugins/installs.json:704:        \"memory\": false,\n.openclaw/plugins/installs.json:739:        \"memory\": false,\n.openclaw/plugins/installs.json:776:        \"memory\": false,\n.openclaw/plugins/installs.json:809:        \"memory\": false,\n.openclaw/plugins/installs.json:844:        \"memory\": false,\n.openclaw/plugins/installs.json:879:        \"memory\": false,\n.openclaw/plugins/installs.json:914:        \"memory\": false,\n.openclaw/plugins/installs.json:949:        \"memory\": false,\n.openclaw/plugins/installs.json:984:        \"memory\": false,\n.openclaw/plugins/installs.json:1019:        \"memory\": false,\n.openclaw/plugins/installs.json:1054:        \"memory\": false,\n.openclaw/plugins/installs.json:1089:        \"memory\": false,\n.openclaw/plugins/installs.json:1124:        \"memory\": false,\n.openclaw/plugins/installs.json:1159:        \"memory\": false,\n.openclaw/plugins/installs.json:1197:        \"memory\": false,\n.openclaw/plugins/installs.json:1234:        \"memory\": false,\n.openclaw/plugins/installs.json:1269:        \"memory\": false,\n.openclaw/plugins/installs.json:1304:        \"memory\": false,\n.openclaw/plugins/installs.json:1339:        \"memory\": false,\n.openclaw/plugins/installs.json:1361:        \"memory\": false,\n.openclaw/plugins/installs.json:1394:        \"memory\": false,\n.openclaw/plugins/installs.json:1429:        \"memory\": false,\n.openclaw/plugins/installs.json:1464:        \"memory\": false,\n.openclaw/plugins/installs.json:1497:        \"memory\": false,\n.openclaw/plugins/installs.json:1532:        \"memory\": false,\n.openclaw/plugins/installs.json:1554:        \"memory\": false,\n.openclaw/plugins/installs.json:1618:        \"memory\": false,\n.openclaw/plugins/installs.json:1653:        \"memory\": false,\n.openclaw/plugins/installs.json:1688:        \"memory\": false,\n.openclaw/plugins/installs.json:1721:        \"memory\": false,\n.openclaw/plugins/installs.json:1756:        \"memory\": false,\n.openclaw/plugins/installs.json:1791:        \"memory\": false,\n.openclaw/plugins/installs.json:1826:        \"memory\": false,\n.openclaw/plugins/installs.json:1861:        \"memory\": false,\n.openclaw/plugins/installs.json:1899:        \"memory\": false,\n.openclaw/plugins/installs.json:1934:        \"memory\": false,\n.openclaw/openclaw.json.bak.4:34:        \"memoryFlush\": {\n.openclaw/openclaw.json.bak.4:352:        \"session-memory\": {\n.openclaw/openclaw.json.bak:34:        \"memoryFlush\": {\n.openclaw/openclaw.json.bak:352:        \"session-memory\": {\n.openclaw/openclaw.json.bak.1:34:        \"memoryFlush\": {\n.openclaw/openclaw.json.bak.1:352:        \"session-memory\": {\n.openclaw/openclaw.json.last-good:34:        \"memoryFlush\": {\n.openclaw/openclaw.json.last-good:352:        \"session-memory\": {\n.openclaw/workspace/memory/2026-05-02-ruruni-setup.md:9:user: Add this to your memory in the correct places\n.openclaw/workspace/memory/2026-05-02-ruruni-setup.md:105:user: Add this to your memory in the correct places\n.openclaw/workspace/memory/2026-05-02-ruruni-setup.md:200:user: i think you put things in memory md that maybe belong in soul not sure or other parts of your memoery files\n.openclaw/workspace/memory/2026-05-02-ruruni-setup.md:204:assistant: MEMORY.md doesn't exist at the workspace level, but you're right to question things. Let me search memory to see what's been stored long-term that might belong in SOUL.md vs MEMORY.md.\n.openclaw/workspace/memory/2026-05-02-identity-setup.md:9:user: No you are not look at your memory\n.openclaw/workspace/memory/2026-05-02-identity-setup.md:11:user: No you are not look at your memory\n.openclaw/workspace/memory/2026-05-02-agent-birth.md:23:There is no memory yet. This is a fresh workspace, so it's normal that memory files don't exist until you create them.\n.openclaw/workspace/memory/2026-05-02-agent-birth.md:112:There is no memory yet. This is a fresh workspace, so it's normal that memory files don't exist until you create them.\n.openclaw/workspace/memory/2026-05-02-calm-ronin.md:9:user: Look in your memory about your speaking style\n.openclaw/workspace/memory/2026-05-02-memory-cleanup.md:9:user: Want you to clean up your memory organize it and compact it make sure you have everything I told you\n.openclaw/workspace/memory/2026-05-02-memory-cleanup.md:11:user: Want you to clean up your memory organize it and compact it make sure you have everything I told you\n.openclaw/workspace/SOUL.md:32:Each session, you wake up fresh. These files _are_ your memory. Read them. Update them. They're how you persist.","cwd":"/home/rurouni"},"isError":false,"timestamp":1777796760201}}
{"type":"message","id":"bbd70cd6","parentId":"bdf09428","timestamp":"2026-05-03T08:26:00.206Z","message":{"role":"toolResult","toolCallId":"call_NZW1CTZXqavHnkJeKG6KqSxp|fc_057a84f966f74b760169f70693c074819399eb4a89fe221385","toolName":"exec","content":[{"type":"text","text":"/usr/lib/node_modules/openclaw/docs/ci.md:390:Release checks run Matrix and Telegram live transport lanes with the deterministic mock provider and mock-qualified models (`mock-openai/gpt-5.5` and `mock-openai/gpt-5.5-alt`) so the channel contract is isolated from live model latency and normal provider-plugin startup. The live transport gateway disables memory search because QA parity covers memory behavior separately; provider connectivity is covered by the separate live model, native provider, and Docker provider suites.\n/usr/lib/node_modules/openclaw/docs/gateway/doctor.md:435:    Doctor checks whether the configured memory search embedding provider is ready for the default agent. The behavior depends on the configured backend and provider:\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:587:          systemPrompt: \"Session nearing compaction. Store durable memories now.\",\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:608:- `memoryFlush`: silent agentic turn before auto-compaction to store durable memories. Set `model` to an exact provider/model such as `ollama/qwen3:8b` when this housekeeping turn should stay on a local model; the override does not inherit the active session fallback chain. Skipped when workspace is read-only.\n/usr/lib/node_modules/openclaw/docs/gateway/configuration-reference.md:26:- [Memory configuration reference](/reference/memory-config) for `agents.defaults.memorySearch.*`, `memory.qmd.*`, `memory.citations`, and dreaming config under `plugins.entries.memory-core.config.dreaming`\n/usr/lib/node_modules/openclaw/docs/gateway/configuration-reference.md:213:  - `agents.defaults.memorySearch.*`\n/usr/lib/node_modules/openclaw/docs/gateway/configuration-reference.md:219:- `plugins.slots.memory`: pick the active memory plugin id, or `\"none\"` to disable memory plugins.\n/usr/lib/node_modules/openclaw/docs/gateway/configuration-examples.md:280:      memorySearch: {\n/usr/lib/node_modules/openclaw/docs/plugins/plugin-inventory.md:79:| [migrate-hermes](/plugins/reference/migrate-hermes)               | Imports Hermes configuration, memories, skills, and supported credentials into OpenClaw.                                                                             | `@openclaw/migrate-hermes`<br />included in OpenClaw                 | contracts: migrationProviders                                                                                                                                                                                                                                    |\n/usr/lib/node_modules/openclaw/docs/plugins/reference.md:80:| [migrate-hermes](/plugins/reference/migrate-hermes)                 | Imports Hermes configuration, memories, skills, and supported credentials into OpenClaw.                                                                             | `@openclaw/migrate-hermes`<br />included in OpenClaw                                             | contracts: migrationProviders                                                                                                                                                                                                                                    |\n/usr/lib/node_modules/openclaw/docs/plugins/memory-wiki.md:13:It does **not** replace the active memory plugin. The active memory plugin still\n/usr/lib/node_modules/openclaw/docs/plugins/memory-wiki.md:28:- Optional bridge mode that imports public artifacts from the active memory plugin\n/usr/lib/node_modules/openclaw/docs/plugins/memory-wiki.md:37:| Active memory plugin (`memory-core`, QMD, Honcho, etc.) | Recall, semantic search, promotion, dreaming, memory runtime                               |\n/usr/lib/node_modules/openclaw/docs/plugins/memory-wiki.md:40:If the active memory plugin exposes shared recall artifacts, OpenClaw can search\n/usr/lib/node_modules/openclaw/docs/plugins/memory-wiki.md:64:If bridge mode reports zero exported artifacts, the active memory plugin is not\n/usr/lib/node_modules/openclaw/docs/plugins/memory-wiki.md:66:then confirm the active memory plugin supports public artifacts.\n/usr/lib/node_modules/openclaw/docs/plugins/memory-wiki.md:71:with the runtime memory plugin context. If bridge is disabled or artifact reads\n/usr/lib/node_modules/openclaw/docs/plugins/memory-wiki.md:86:Reads public memory artifacts and memory events from the active memory plugin\n/usr/lib/node_modules/openclaw/docs/plugins/memory-wiki.md:89:Use this when you want the wiki to compile and organize the memory plugin's\n/usr/lib/node_modules/openclaw/docs/plugins/memory-wiki.md:289:- `shared`: use the shared memory search flow when available\n/usr/lib/node_modules/openclaw/docs/plugins/memory-wiki.md:427:- `bridge.readMemoryArtifacts`: import active memory plugin public artifacts\n/usr/lib/node_modules/openclaw/docs/plugins/memory-wiki.md:513:1. Keep your active memory plugin for recall/promotion/dreaming.\n/usr/lib/node_modules/openclaw/docs/plugins/sdk-overview.md:124:| `api.registerMemoryCorpusSupplement(adapter)`  | Additive memory search/read corpus      |\n/usr/lib/node_modules/openclaw/docs/plugins/sdk-overview.md:281:  memory plugin's private layout.\n/usr/lib/node_modules/openclaw/docs/plugins/sdk-overview.md:287:- `registerMemoryEmbeddingProvider` lets the active memory plugin register one\n/usr/lib/node_modules/openclaw/docs/plugins/sdk-overview.md:290:- User config such as `agents.defaults.memorySearch.provider` and\n/usr/lib/node_modules/openclaw/docs/plugins/sdk-overview.md:291:  `agents.defaults.memorySearch.fallback` resolves against those registered\n/usr/lib/node_modules/openclaw/docs/plugins/reference/migrate-hermes.md:2:summary: \"Imports Hermes configuration, memories, skills, and supported credentials into OpenClaw.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/migrate-hermes.md:10:Imports Hermes configuration, memories, skills, and supported credentials into OpenClaw.\n/usr/lib/node_modules/openclaw/docs/plugins/sdk-migration.md:538:  | `plugin-sdk/memory-host-search` | Active memory search facade | Lazy active-memory search-manager runtime facade |\n/usr/lib/node_modules/openclaw/docs/plugins/memory-lancedb.md:2:summary: \"Configure the bundled LanceDB memory plugin, including local Ollama-compatible embeddings\"\n/usr/lib/node_modules/openclaw/docs/plugins/memory-lancedb.md:11:`memory-lancedb` is a bundled memory plugin that stores long-term memory in\n/usr/lib/node_modules/openclaw/docs/plugins/memory-lancedb.md:13:memories before a model turn and capture important facts after a response.\n/usr/lib/node_modules/openclaw/docs/plugins/memory-lancedb.md:20:`memory-lancedb` is an active memory plugin. Enable it by selecting the memory\n/usr/lib/node_modules/openclaw/docs/plugins/memory-lancedb.md:215:When `memory-lancedb` is the active memory plugin, it registers the `ltm` CLI\n/usr/lib/node_modules/openclaw/docs/plugins/memory-lancedb.md:237:Agents also get LanceDB memory tools from the active memory plugin:\n/usr/lib/node_modules/openclaw/docs/plugins/memory-lancedb.md:241:- `memory_forget` for removing matching memories\n/usr/lib/node_modules/openclaw/docs/plugins/memory-lancedb.md:349:### Plugin loads but no memories appear\n/usr/lib/node_modules/openclaw/docs/plugins/memory-lancedb.md:358:If `autoCapture` is disabled, the plugin will recall existing memories but will\n/usr/lib/node_modules/openclaw/docs/plugins/architecture-internals.md:984:pipeline rather than just add memory search or hooks.\n/usr/lib/node_modules/openclaw/docs/plugins/compatibility.md:131:- legacy memory-plugin split registration while memory plugins move to\n/usr/lib/node_modules/openclaw/docs/help/testing.md:125:gateways disable memory search; memory behavior stays covered by the QA parity\n/usr/lib/node_modules/openclaw/docs/help/faq.md:499:    This is still an area we are improving. It helps to remind the model to store memories;\n/usr/lib/node_modules/openclaw/docs/help/faq.md:511:    memory search exists - it pulls only the relevant parts back into context.\n/usr/lib/node_modules/openclaw/docs/help/faq.md:517:  <Accordion title=\"Does semantic memory search require an OpenAI API key?\">\n/usr/lib/node_modules/openclaw/docs/help/faq.md:520:    Codex CLI login)** does not help for semantic memory search. OpenAI embeddings\n/usr/lib/node_modules/openclaw/docs/help/faq.md:530:    `memorySearch.provider = \"ollama\"`.\n/usr/lib/node_modules/openclaw/docs/help/faq.md:532:    If you'd rather stay local, set `memorySearch.provider = \"local\"` (and optionally\n/usr/lib/node_modules/openclaw/docs/help/faq.md:533:    `memorySearch.fallback = \"none\"`). If you want Gemini embeddings, set\n/usr/lib/node_modules/openclaw/docs/help/faq.md:534:    `memorySearch.provider = \"gemini\"` and provide `GEMINI_API_KEY` (or\n/usr/lib/node_modules/openclaw/docs/help/faq.md:535:    `memorySearch.remote.apiKey`). We support **OpenAI, Gemini, Voyage, Mistral, Ollama, or local** embedding\n/usr/lib/node_modules/openclaw/docs/install/migrating-hermes.md:59:    - `memories/MEMORY.md` and `memories/USER.md` are **appended** to the matching OpenClaw memory files instead of overwriting them.\n/usr/lib/node_modules/openclaw/docs/concepts/experimental-features.md:27:| Memory search            | `agents.defaults.memorySearch.experimental.sessionMemory` | You want `memory_search` to index prior session transcripts and accept the extra storage/indexing cost         | [Memory configuration reference](/reference/memory-config#session-memory-search-experimental) |\n/usr/lib/node_modules/openclaw/docs/concepts/memory-search.md:2:summary: \"How memory search finds relevant notes using embeddings and hybrid retrieval\"\n/usr/lib/node_modules/openclaw/docs/concepts/memory-search.md:17:API key configured, memory search works automatically. To set a provider\n/usr/lib/node_modules/openclaw/docs/concepts/memory-search.md:24:      memorySearch: {\n/usr/lib/node_modules/openclaw/docs/concepts/memory-search.md:42:for indexed chunks. Configure those with `memorySearch.queryInputType` and\n/usr/lib/node_modules/openclaw/docs/concepts/memory-search.md:43:`memorySearch.documentInputType`; see the [Memory configuration reference](/reference/memory-config#provider-specific-config).\n/usr/lib/node_modules/openclaw/docs/concepts/memory-search.md:113:      memorySearch: {\n/usr/lib/node_modules/openclaw/docs/concepts/memory-search.md:133:## Session memory search\n/usr/lib/node_modules/openclaw/docs/concepts/memory-search.md:137:`memorySearch.experimental.sessionMemory`. See the\n/usr/lib/node_modules/openclaw/docs/concepts/memory-search.md:150:`agents.defaults.memorySearch.sync.embeddingBatchTimeoutSeconds` and rerun\n/usr/lib/node_modules/openclaw/docs/concepts/delegate-architecture.md:293:content, strips thinking tags / `<relevant-memories>` scaffolding / plain-text\n/usr/lib/node_modules/openclaw/docs/concepts/system-prompt.md:134:context, memories, app/plugin instructions, and future collaboration-mode\n/usr/lib/node_modules/openclaw/docs/concepts/context-engine.md:286:    Memory plugins (`plugins.slots.memory`) are separate from context engines. Memory plugins provide search/retrieval; context engines control what the model sees. They can work together — a context engine might use memory plugin data during assembly. Plugin engines that want the active memory prompt path should prefer `buildMemorySystemPromptAddition(...)` from `openclaw/plugin-sdk/core`, which converts the active memory prompt sections into a ready-to-prepend `systemPromptAddition`. If an engine needs lower-level control, it can still pull raw lines from `openclaw/plugin-sdk/memory-host-core` via `buildActiveMemoryPromptSection(...)`.\n/usr/lib/node_modules/openclaw/docs/concepts/memory-qmd.md:250:**Root memory search suddenly got too broad?** Restart the gateway or wait for\n/usr/lib/node_modules/openclaw/docs/concepts/memory-builtin.md:31:      memorySearch: {\n/usr/lib/node_modules/openclaw/docs/concepts/memory-builtin.md:49:      memorySearch: {\n/usr/lib/node_modules/openclaw/docs/concepts/memory-builtin.md:74:order shown. Set `memorySearch.provider` to override.\n/usr/lib/node_modules/openclaw/docs/concepts/memory-builtin.md:91:`memorySearch.extraPaths`. See the\n/usr/lib/node_modules/openclaw/docs/concepts/memory-builtin.md:124:when `memorySearch.local.modelPath` points to an existing local file.\n/usr/lib/node_modules/openclaw/docs/concepts/multi-agent.md:28:`sessions_history` is the safer cross-session recall path here too: it returns a bounded, sanitized view, not a raw transcript dump. Assistant recall strips thinking tags, `<relevant-memories>` scaffolding, plain-text tool-call XML payloads (including `<tool_call>...</tool_call>`, `<function_call>...</function_call>`, `<tool_calls>...</tool_calls>`, `<function_calls>...</function_calls>`, and truncated tool-call blocks), downgraded tool-call scaffolding, leaked ASCII/full-width model control tokens, and malformed MiniMax tool-call XML before redaction/truncation.\n/usr/lib/node_modules/openclaw/docs/concepts/multi-agent.md:131:## Cross-agent QMD memory search\n/usr/lib/node_modules/openclaw/docs/concepts/multi-agent.md:133:If one agent should search another agent's QMD session transcripts, add extra collections under `agents.list[].memorySearch.qmd.extraCollections`. Use `agents.defaults.memorySearch.qmd.extraCollections` only when every agent should inherit the same shared transcript collections.\n/usr/lib/node_modules/openclaw/docs/concepts/multi-agent.md:140:      memorySearch: {\n/usr/lib/node_modules/openclaw/docs/concepts/multi-agent.md:150:        memorySearch: {\n/usr/lib/node_modules/openclaw/docs/concepts/memory.md:37:[Commitments](/concepts/commitments) are opt-in, short-lived follow-up memories\n/usr/lib/node_modules/openclaw/docs/concepts/memory.md:50:Both tools are provided by the active memory plugin (default: `memory-core`).\n/usr/lib/node_modules/openclaw/docs/concepts/memory.md:66:It does not replace the active memory plugin. The active memory plugin still\n/usr/lib/node_modules/openclaw/docs/concepts/memory.md:81:have an OpenAI, Gemini, Voyage, or Mistral key configured, memory search is\n/usr/lib/node_modules/openclaw/docs/concepts/memory.md:208:openclaw memory search \"query\"  # Search from the command line\n/usr/lib/node_modules/openclaw/docs/concepts/commitments.md:11:Commitments are short-lived follow-up memories. When enabled, OpenClaw can\n/usr/lib/node_modules/openclaw/docs/concepts/session-tool.md:63:  - `<relevant-memories>` / `<relevant_memories>` scaffolding blocks are stripped\n/usr/lib/node_modules/openclaw/docs/concepts/active-memory.md:495:promptOverride: \"You are a memory search agent. Return NONE or one compact user fact.\"\n/usr/lib/node_modules/openclaw/docs/concepts/active-memory.md:549:- these transcripts contain hidden prompt context and recalled memories\n/usr/lib/node_modules/openclaw/docs/concepts/active-memory.md:636:5. Verify memory search itself works with `openclaw memory status --deep`.\n/usr/lib/node_modules/openclaw/docs/concepts/active-memory.md:651:Active Memory rides on the configured memory plugin's recall pipeline, so most\n/usr/lib/node_modules/openclaw/docs/concepts/active-memory.md:658:    If `memorySearch.provider` is unset, OpenClaw auto-detects the first\n/usr/lib/node_modules/openclaw/docs/automation/index.md:80:Commitments are opt-in, short-lived follow-up memories. OpenClaw infers them\n/usr/lib/node_modules/openclaw/docs/cli/migrate.md:156:- `memories/MEMORY.md` and `memories/USER.md` appended to workspace memory files.\n/usr/lib/node_modules/openclaw/docs/cli/wiki.md:28:- bridge imports from the active memory plugin\n/usr/lib/node_modules/openclaw/docs/cli/wiki.md:73:queries the running Gateway so it sees the same active memory plugin context as\n/usr/lib/node_modules/openclaw/docs/cli/wiki.md:143:For one broad shared recall pass, prefer `openclaw memory search` when the[... 4606 more characters truncated]"}],"details":{"persistedDetailsTruncated":true,"originalDetailsBytesAtLeast":8193,"originalDetailKeys":["status","exitCode","durationMs","aggregated","cwd"],"status":"completed","cwd":"/home/rurouni","exitCode":0},"isError":false,"timestamp":1777796760202}}
{"type":"message","id":"2d20477b","parentId":"bbd70cd6","timestamp":"2026-05-03T08:26:05.881Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_057a84f966f74b760169f7069a61808193a976c0b623d35690\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABp9wadtz9yImWgxg1_PirZSyiSyVrnMhkS9oeSqkZQK8G0Z2q2aMrEdfOYNGKpwscum-mHnyjsFaZScjCJSqlYfgOY_J-amjnoJDwB-ZLGhah43cbBZNba54FghYUSOwXBZUg24n_nzoh8HZ0gY5uYuVRVO6M2IwuMpVVODinvtQODgw6HV9jFvrF83R9lrnOXcYTR3DBEFebgvA4M0FLpiXBar1wLVIjnwHx2RVpgBeVrVWoEzYk7QDSx2t9jrymEi8ikgw6V0twB58mQf5DWID5dtoLKlTdLeSgTOMKDdxHNgHhdhN_ZWtM-I_juyh1zCyXhJUm1_T7FkwAhpKcQHf_F7cynqcDUZNjSVu57sMYlN4hvFdz32utHZqJ4z5f1Y65AfpgAR4bCsA9yiuBlnuCLm6D_qu8vQkRZa257LIePXTWNBpse96oZPBlHDIX6rHZpDn4WvHSAI9P0ZR0O3IO83YHVePpxs5yMTv_lnQY-NqkBj1GWdO6STXgZfjiN9-UCXLwE3csJyIZ_36aEvxad9y5AX3LIkJDQpczEURe0Y0434Sf6aDo3k2C4d-R6SzUcBwPvThWMNj4Z9PJyU7sRO8gGs4aMB8HN8IGqQQzkYNugEKNdrpB9axRc4_rRvuUSDx245Bi-sowDC90zjplJJEvrNx1Xv-ijQnJnkO05yroiYy_lc5etvIAnvTMh-r8hEVLHzqhUdpJRdj9DAdvU5YEFOfXIUMdF_xelKv7WikOKtCkGeLBh6WMepF3KD2JvdpOZaA43pgmxJZ_juVgFgRChwzaUsoXn9teB7yVKi6Ovresfex9yMhMyK7OFvvHefCn8ojia6bANTV-_KbuQdvnGACKC872Qq-SvfUhfeZ9lngQRU3zj8AHflXt6a2oV1PiUyYYajU5cnSG85bEsdENou-5SxGApNzokLDAqNcFBWBjAwumeUS53dFYXt9Yhs5Tmj7BAHBQrKsAT6xDEIQyDhdnSi7caV3K9QyUtwc-ZUa3NDxxtyrkm7d8oLQXthB63v5DCuckj4YIglWbAEQ==\",\"summary\":[]}"},{"type":"toolCall","id":"call_Z56vEphKjFV8um7K2S8KLFqN|fc_057a84f966f74b760169f7069db9008193b35012f918083230","name":"exec","arguments":{"command":"openclaw memory status --deep","workdir":"/home/rurouni","yieldMs":10000,"timeout":120}},{"type":"toolCall","id":"call_373wSylkdGvMyxIvLxWcNn74|fc_057a84f966f74b760169f7069db9108193afbc127e63bb986b","name":"exec","arguments":{"command":"node -e 'const fs=require(\"fs\"); const j=JSON.parse(fs.readFileSync(\".openclaw/openclaw.json\",\"utf8\")); console.log(JSON.stringify({plugins:j.plugins?.slots, memorySearch:j.agents?.defaults?.memorySearch, memoryCore:j.plugins?.entries?.[\"memory-core\"]},null,2))'","workdir":"/home/rurouni","yieldMs":10000,"timeout":60}},{"type":"toolCall","id":"call_Pve8ukmDRwyj2tUAMPVAkp5b|fc_057a84f966f74b760169f7069db91c819398278edfe4485814","name":"exec","arguments":{"command":"sed -n '435,470p' /usr/lib/node_modules/openclaw/docs/gateway/doctor.md && sed -n '50,85p' /usr/lib/node_modules/openclaw/docs/reference/memory-config.md","workdir":"/home/rurouni","yieldMs":10000,"timeout":60}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.5","usage":{"input":7628,"output":268,"cacheRead":13824,"cacheWrite":0,"totalTokens":21720,"cost":{"input":0.03814,"output":0.00804,"cacheRead":0.006912,"cacheWrite":0,"total":0.053092}},"stopReason":"toolUse","timestamp":1777796760210,"responseId":"resp_057a84f966f74b760169f70698847481938d3662ad12061c41"}}
{"type":"message","id":"c5e23d81","parentId":"2d20477b","timestamp":"2026-05-03T08:26:15.931Z","message":{"role":"toolResult","toolCallId":"call_Z56vEphKjFV8um7K2S8KLFqN|fc_057a84f966f74b760169f7069db9008193b35012f918083230","toolName":"exec","content":[{"type":"text","text":"Command still running (session nimble-tidepool, pid 44410). Use process (list/poll/log/write/kill/clear/remove) for follow-up."}],"details":{"status":"running","sessionId":"nimble-tidepool","pid":44410,"startedAt":1777796765899,"cwd":"/home/rurouni","tail":""},"isError":false,"timestamp":1777796775931}}
{"type":"message","id":"c652d38c","parentId":"c5e23d81","timestamp":"2026-05-03T08:26:15.932Z","message":{"role":"toolResult","toolCallId":"call_373wSylkdGvMyxIvLxWcNn74|fc_057a84f966f74b760169f7069db9108193afbc127e63bb986b","toolName":"exec","content":[{"type":"text","text":"{}"}],"details":{"status":"completed","exitCode":0,"durationMs":71,"aggregated":"{}","cwd":"/home/rurouni"},"isError":false,"timestamp":1777796775931}}
{"type":"message","id":"fd1be6fd","parentId":"c652d38c","timestamp":"2026-05-03T08:26:15.933Z","message":{"role":"toolResult","toolCallId":"call_Pve8ukmDRwyj2tUAMPVAkp5b|fc_057a84f966f74b760169f7069db91c819398278edfe4485814","toolName":"exec","content":[{"type":"text","text":"Doctor checks whether the configured memory search embedding provider is ready for the default agent. The behavior depends on the configured backend and provider:\n\n    - **QMD backend**: probes whether the `qmd` binary is available and startable. If not, prints fix guidance including the npm package and a manual binary path option.\n    - **Explicit local provider**: checks for a local model file or a recognized remote/downloadable model URL. If missing, suggests switching to a remote provider.\n    - **Explicit remote provider** (`openai`, `voyage`, etc.): verifies an API key is present in the environment or auth store. Prints actionable fix hints if missing.\n    - **Auto provider**: checks local model availability first, then tries each remote provider in auto-selection order.\n\n    When a cached gateway probe result is available (gateway was healthy at the time of the check), doctor cross-references its result with the CLI-visible config and notes any discrepancy. Doctor does not start a fresh embedding ping on the default path; use the deep memory status command when you want a live provider check.\n\n    Use `openclaw memory status --deep` to verify embedding readiness at runtime.\n\n  </Accordion>\n  <Accordion title=\"14. Channel status warnings\">\n    If the gateway is healthy, doctor runs a channel status probe and reports warnings with suggested fixes.\n  </Accordion>\n  <Accordion title=\"15. Supervisor config audit + repair\">\n    Doctor checks the installed supervisor config (launchd/systemd/schtasks) for missing or outdated defaults (e.g., systemd network-online dependencies and restart delay). When it finds a mismatch, it recommends an update and can rewrite the service file/task to the current defaults.\n\n    Notes:\n\n    - `openclaw doctor` prompts before rewriting supervisor config.\n    - `openclaw doctor --yes` accepts the default repair prompts.\n    - `openclaw doctor --repair` applies recommended fixes without prompts.\n    - `openclaw doctor --repair --force` overwrites custom supervisor configs.\n    - `OPENCLAW_SERVICE_REPAIR_POLICY=external` keeps doctor read-only for gateway service lifecycle. It still reports service health and runs non-service repairs, but skips service install/start/restart/bootstrap, supervisor config rewrites, and legacy service cleanup because an external supervisor owns that lifecycle.\n    - On Linux, doctor does not rewrite command/entrypoint metadata while the matching systemd gateway unit is active. It also ignores inactive non-legacy extra gateway-like units during the duplicate-service scan so companion service files do not create cleanup noise.\n    - If token auth requires a token and `gateway.auth.token` is SecretRef-managed, doctor service install/repair validates the SecretRef but does not persist resolved plaintext token values into supervisor service environment metadata.\n    - Doctor detects managed `.env`/SecretRef-backed service environment values that older LaunchAgent, systemd, or Windows Scheduled Task installs embedded inline and rewrites the service metadata so those values load from the runtime source instead of the supervisor definition.\n    - Doctor detects when the service command still pins an old `--port` after `gateway.port` changes and rewrites the service metadata to the current port.\n    - If token auth requires a token and the configured token SecretRef is unresolved, doctor blocks the install/repair path with actionable guidance.\n    - If both `gateway.auth.token` and `gateway.auth.password` are configured and `gateway.auth.mode` is unset, doctor blocks install/repair until mode is set explicitly.\n    - For Linux user-systemd units, doctor token drift checks now include both `Environment=` and `EnvironmentFile=` sources when comparing service auth metadata.\n    - Doctor service repairs refuse to rewrite, stop, or restart a gateway service from an older OpenClaw binary when the config was last written by a newer version. See [Gateway troubleshooting](/gateway/troubleshooting#split-brain-installs-and-newer-config-guard).\n    - You can always force a full rewrite via `openclaw gateway install --force`.\n\n  </Accordion>\n| ---------- | --------- | ---------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| `provider` | `string`  | auto-detected    | Embedding adapter ID such as `bedrock`, `deepinfra`, `gemini`, `github-copilot`, `local`, `mistral`, `ollama`, `openai`, or `voyage`; may also be a configured `models.providers.<id>` whose `api` points at one of those adapters |\n| `model`    | `string`  | provider default | Embedding model name                                                                                                                                                                                                               |\n| `fallback` | `string`  | `\"none\"`         | Fallback adapter ID when the primary fails                                                                                                                                                                                         |\n| `enabled`  | `boolean` | `true`           | Enable or disable memory search                                                                                                                                                                                                    |\n\n### Auto-detection order\n\nWhen `provider` is not set, OpenClaw selects the first available:\n\n<Steps>\n  <Step title=\"local\">\n    Selected if `memorySearch.local.modelPath` is configured and the file exists.\n  </Step>\n  <Step title=\"github-copilot\">\n    Selected if a GitHub Copilot token can be resolved (env var or auth profile).\n  </Step>\n  <Step title=\"openai\">\n    Selected if an OpenAI key can be resolved.\n  </Step>\n  <Step title=\"gemini\">\n    Selected if a Gemini key can be resolved.\n  </Step>\n  <Step title=\"voyage\">\n    Selected if a Voyage key can be resolved.\n  </Step>\n  <Step title=\"mistral\">\n    Selected if a Mistral key can be resolved.\n  </Step>\n  <Step title=\"deepinfra\">\n    Selected if a DeepInfra key can be resolved.\n  </Step>\n  <Step title=\"bedrock\">\n    Selected if the AWS SDK credential chain resolves (instance role, access keys, profile, SSO, web identity, or shared config).\n  </Step>\n</Steps>"}],"details":{"status":"completed","exitCode":0,"durationMs":35,"aggregated":"Doctor checks whether the configured memory search embedding provider is ready for the default agent. The behavior depends on the configured backend and provider:\n\n    - **QMD backend**: probes whether the `qmd` binary is available and startable. If not, prints fix guidance including the npm package and a manual binary path option.\n    - **Explicit local provider**: checks for a local model file or a recognized remote/downloadable model URL. If missing, suggests switching to a remote provider.\n    - **Explicit remote provider** (`openai`, `voyage`, etc.): verifies an API key is present in the environment or auth store. Prints actionable fix hints if missing.\n    - **Auto provider**: checks local model availability first, then tries each remote provider in auto-selection order.\n\n    When a cached gateway probe result is available (gateway was healthy at the time of the check), doctor cross-references its result with the CLI-visible config and notes any discrepancy. Doctor does not start a fresh embedding ping on the default path; use the deep memory status command when you want a live provider check.\n\n    Use `openclaw memory status --deep` to verify embedding readiness at runtime.\n\n  </Accordion>\n  <Accordion title=\"14. Channel status warnings\">\n    If the gateway is healthy, doctor runs a channel status probe and reports warnings with suggested fixes.\n  </Accordion>\n  <Accordion title=\"15. Supervisor config audit + repair\">\n    Doctor checks the installed supervisor config (launchd/systemd/schtasks) for missing or outdated defaults (e.g., systemd network-online dependencies and restart delay). When it finds a mismatch, it recommends an update and can rewrite the service file/task to the current defaults.\n\n    Notes:\n\n    - `openclaw doctor` prompts before rewriting supervisor config.\n    - `openclaw doctor --yes` accepts the default repair prompts.\n    - `openclaw doctor --repair` applies recommended fixes without prompts.\n    - `openclaw doctor --repair --force` overwrites custom supervisor configs.\n    - `OPENCLAW_SERVICE_REPAIR_POLICY=external` keeps doctor read-only for gateway service lifecycle. It still reports service health and runs non-service repairs, but skips service install/start/restart/bootstrap, supervisor config rewrites, and legacy service cleanup because an external supervisor owns that lifecycle.\n    - On Linux, doctor does not rewrite command/entrypoint metadata while the matching systemd gateway unit is active. It also ignores inactive non-legacy extra gateway-like units during the duplicate-service scan so companion service files do not create cleanup noise.\n    - If token auth requires a token and `gateway.auth.token` is SecretRef-managed, doctor service install/repair validates the SecretRef but does not persist resolved plaintext token values into supervisor service environment metadata.\n    - Doctor detects managed `.env`/SecretRef-backed service environment values that older LaunchAgent, systemd, or Windows Scheduled Task installs embedded inline and rewrites the service metadata so those values load from the runtime source instead of the supervisor definition.\n    - Doctor detects when the service command still pins an old `--port` after `gateway.port` changes and rewrites the service metadata to the current port.\n    - If token auth requires a token and the configured token SecretRef is unresolved, doctor blocks the install/repair path with actionable guidance.\n    - If both `gateway.auth.token` and `gateway.auth.password` are configured and `gateway.auth.mode` is unset, doctor blocks install/repair until mode is set explicitly.\n    - For Linux user-systemd units, doctor token drift checks now include both `Environment=` and `EnvironmentFile=` sources when comparing service auth metadata.\n    - Doctor service repairs refuse to rewrite, stop, or restart a gateway service from an older OpenClaw binary when the config was last written by a newer version. See [Gateway troubleshooting](/gateway/troubleshooting#split-brain-installs-and-newer-config-guard).\n    - You can always force a full rewrite via `openclaw gateway install --force`.\n\n  </Accordion>\n| ---------- | --------- | ---------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| `provider` | `string`  | auto-detected    | Embedding adapter ID such as `bedrock`, `deepinfra`, `gemini`, `github-copilot`, `local`, `mistral`, `ollama`, `openai`, or `voyage`; may also be a configured `models.providers.<id>` whose `api` points at one of those adapters |\n| `model`    | `string`  | provider default | Embedding model name                                                                                                                                                                                                               |\n| `fallback` | `string`  | `\"none\"`         | Fallback adapter ID when the primary fails                                                                                                                                                                                         |\n| `enabled`  | `boolean` | `true`           | Enable or disable memory search                                                                                                                                                                                                    |\n\n### Auto-detection order\n\nWhen `provider` is not set, OpenClaw selects the first available:\n\n<Steps>\n  <Step title=\"local\">\n    Selected if `memorySearch.local.modelPath` is configured and the file exists.\n  </Step>\n  <Step title=\"github-copilot\">\n    Selected if a GitHub Copilot token can be resolved (env var or auth profile).\n  </Step>\n  <Step title=\"openai\">\n    Selected if an OpenAI key can be resolved.\n  </Step>\n  <Step title=\"gemini\">\n    Selected if a Gemini key can be resolved.\n  </Step>\n  <Step title=\"voyage\">\n    Selected if a Voyage key can be resolved.\n  </Step>\n  <Step title=\"mistral\">\n    Selected if a Mistral key can be resolved.\n  </Step>\n  <Step title=\"deepinfra\">\n    Selected if a DeepInfra key can be resolved.\n  </Step>\n  <Step title=\"bedrock\">\n    Selected if the AWS SDK credential chain resolves (instance role, access keys, profile, SSO, web identity, or shared config).\n  </Step>\n</Steps>","cwd":"/home/rurouni"},"isError":false,"timestamp":1777796775931}}
{"type":"message","id":"539b54e6","parentId":"fd1be6fd","timestamp":"2026-05-03T08:26:18.853Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_057a84f966f74b760169f706aa4a608193a28f7948793db78f\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABp9waqQt6ZItxx_tteRa_wkoDlr3Z1E3u3vovo181RdaWtxYlxdljX7XC5waY-VGttii-9FUz827EJCFtKgDSQE3spjfxNp6zkcIkIoNpxGphdpzAaJLEsikZi_KWhA-teX2FINWO9z8IuUIxkUevN6D8XZ68ft1fIp3kdwTEcftWKjBN3l1NyNP_sZpAl_jx6ef_kiPrr7ZA_dRbQeWNbtXaFGp3TnK0GsTCpqiJwxTFUDYQkJmE9MDAyuwYblMSIi-7vJ6NQcdQQ0PiibfQEw1eZfvMqkJDUXR91c644eSrZDk1dIK6V4mSJaKexRg2__ngihRPsA1QdimC1esPBlOVQw2J15f-BnqKSAxtTiMKvj2pPAI-UI5Wtgmge3XrME3e2JovBBpHnF5iHdpnanJiEdQmQp08ga-OLKp2UWDZiGWszYhGPjFKg47lmZ3ILYihgTGqNvIzIdVGh0AmGkXB9HVbEM90NwFv32itG75CswYPYnBu7WQG_6vsrZHTLhQ8BO5vctkJ6eOY68giLgV_tablKcV31ENQN0bf31rGXLSEcINLOOlyU0dX1grxzNlFbzoLGo__eQvg7I3z8R0cny5NBjOcmq-wHrNvYnkTvOqX13qPhSLaRKgbWriB_JTHvVEptWpefVzb6B5wX0ZEZe_GQgQ-Wi6DRWNx5mvmhwCLZXFloA-XCGXnpCLesGrm7YjWWNP3tp_cXroPylIO75HoBoWel195_MovMrDWb54hY6lSRP3cC7mwhcirsgxQi-y-vZEcZyt-NfEaBSgBVSG9kH5f7aywwoVIZeg_wPUeWJzlzKXKfF8m2O19_J1djmvYxt61pecw1bZcw8UHaGINZEtkkterWSoj7tLFkaVt3TacXV5ptk6g-6iZoApH55H-unwx-3AjrvaCGIeJb83IhZWwMiuCr3zJDkGQOE65T5X14fe7tatUuuna8fEiQudqtjr8BEpE8TWCOKSZP1TIq0W1Iq97Bg3f20-a2xO1zeC3jtG_TMpce5pU7f7gk6CAfOUbb6B9iPXELZg1A0mPBc8Te48OeIReskwdwgsZdZiGzpmPE7bLFwwrmdqlg2oWtVXcrWhjQAhyhhIotbA==\",\"summary\":[]}"},{"type":"toolCall","id":"call_5JcrAuw3YGuyvk6cQX72jUVV|fc_057a84f966f74b760169f706aa7dec8193850ccba91136e852","name":"process","arguments":{"action":"poll","sessionId":"nimble-tidepool","timeout":30000,"limit":20000}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.5","usage":{"input":2022,"output":71,"cacheRead":20992,"cacheWrite":0,"totalTokens":23085,"cost":{"input":0.010110000000000001,"output":0.00213,"cacheRead":0.010496,"cacheWrite":0,"total":0.022736}},"stopReason":"toolUse","timestamp":1777796775937,"responseId":"resp_057a84f966f74b760169f706a836948193af6e00bd006ea0eb"}}
{"type":"message","id":"70f14663","parentId":"539b54e6","timestamp":"2026-05-03T08:26:22.622Z","message":{"role":"toolResult","toolCallId":"call_5JcrAuw3YGuyvk6cQX72jUVV|fc_057a84f966f74b760169f706aa7dec8193850ccba91136e852","toolName":"process","content":[{"type":"text","text":"Memory Search (main)\nProvider: none (requested: auto)\nModel: none\nSources: memory\nIndexed: 4/4 files · 5 chunks\nDirty: yes\nStore: ~/.openclaw/memory/main.sqlite\nWorkspace: ~\nDreaming: off\nEmbeddings: unavailable\nEmbeddings error: No GitHub token available for Copilot embedding provider\n\nNo API key found for provider \"openai\". You are authenticated with OpenAI Codex OAuth. Use openai-codex/gpt-5.5, or set OPENAI_API_KEY for direct OpenAI API access.\n\nNo API key found for provider \"google\". Auth store: /home/rurouni/.openclaw/agents/main/agent/auth-profiles.json (agentDir: /home/rurouni/.openclaw/agents/main/agent). Configure auth for this agent (openclaw agents add <id>) or copy only portable static auth profiles from the main agentDir.\n\nNo API key found for provider \"voyage\". Auth store: /home/rurouni/.openclaw/agents/main/agent/auth-profiles.json (agentDir: /home/rurouni/.openclaw/agents/main/agent). Configure auth for this agent (openclaw agents add <id>) or copy only portable static auth profiles from the main agentDir.\n\nNo API key found for provider \"mistral\". Auth store: /home/rurouni/.openclaw/agents/main/agent/auth-profiles.json (agentDir: /home/rurouni/.openclaw/agents/main/agent). Configure auth for this agent (openclaw agents add <id>) or copy only portable static auth profiles from the main agentDir.\n\nNo API key found for provider \"deepinfra\". Auth store: /home/rurouni/.openclaw/agents/main/agent/auth-profiles.json (agentDir: /home/rurouni/.openclaw/agents/main/agent). Configure auth for this agent (openclaw agents add <id>) or copy only portable static auth profiles from the main agentDir.\n\nNo API key found for provider \"bedrock\". AWS credentials are not available. Set AWS_ACCESS_KEY_ID/AWS_SECRET_ACCESS_KEY, AWS_PROFILE, or AWS_BEARER_TOKEN_BEDROCK, configure an EC2/ECS/EKS role, or set agents.defaults.memorySearch.provider to another provider.\nBy source:\n  memory · 4/4 files · 5 chunks\nVector: unknown\nFTS: ready\nEmbedding cache: enabled (0 entries)\nBatch: disabled (failures 0/2)\nRecall store: 0 entries · 0 promoted · 0 concept-tagged · 0 spaced\nRecall path: ~/memory/.dreams/short-term-recall.json\nDreaming artifacts: diary absent · 0 corpus files · ingestion state absent\nDream corpus: ~/memory/.dreams/session-corpus\nDream ingestion: ~/memory/.dreams/session-ingestion.json\n\nProcess exited with code 0."}],"details":{"status":"completed","sessionId":"nimble-tidepool","exitCode":0,"aggregated":"Memory Search (main)\nProvider: none (requested: auto)\nModel: none\nSources: memory\nIndexed: 4/4 files · 5 chunks\nDirty: yes\nStore: ~/.openclaw/memory/main.sqlite\nWorkspace: ~\nDreaming: off\nEmbeddings: unavailable\nEmbeddings error: No GitHub token available for Copilot embedding provider\n\nNo API key found for provider \"openai\". You are authenticated with OpenAI Codex OAuth. Use openai-codex/gpt-5.5, or set OPENAI_API_KEY for direct OpenAI API access.\n\nNo API key found for provider \"google\". Auth store: /home/rurouni/.openclaw/agents/main/agent/auth-profiles.json (agentDir: /home/rurouni/.openclaw/agents/main/agent). Configure auth for this agent (openclaw agents add <id>) or copy only portable static auth profiles from the main agentDir.\n\nNo API key found for provider \"voyage\". Auth store: /home/rurouni/.openclaw/agents/main/agent/auth-profiles.json (agentDir: /home/rurouni/.openclaw/agents/main/agent). Configure auth for this agent (openclaw agents add <id>) or copy only portable static auth profiles from the main agentDir.\n\nNo API key found for provider \"mistral\". Auth store: /home/rurouni/.openclaw/agents/main/agent/auth-profiles.json (agentDir: /home/rurouni/.openclaw/agents/main/agent). Configure auth for this agent (openclaw agents add <id>) or copy only portable static auth profiles from the main agentDir.\n\nNo API key found for provider \"deepinfra\". Auth store: /home/rurouni/.openclaw/agents/main/agent/auth-profiles.json (agentDir: /home/rurouni/.openclaw/agents/main/agent). Configure auth for this agent (openclaw agents add <id>) or copy only portable static auth profiles from the main agentDir.\n\nNo API key found for provider \"bedrock\". AWS credentials are not available. 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{"type":"message","id":"c50f081d","parentId":"d7021ff7","timestamp":"2026-05-03T08:27:01.035Z","message":{"role":"toolResult","toolCallId":"call_fdkdVzVyGp9BCUGGokQyjRG2|fc_057a84f966f74b760169f706c89c948193a5dfc179925fa525","toolName":"memory_search","content":[{"type":"text","text":"{\n  \"results\": [\n    {\n      \"id\": \"de98301107e961bb8922732bd1e8ce3f024c52e943bc11f4770bb7b438abc29b\",\n      \"path\": \"MEMORY.md\",\n      \"startLine\": 1,\n      \"endLine\": 31,\n      \"score\": 1,\n      \"textScore\": 0.44254172165972566,\n      \"snippet\": \"# MEMORY.md — Ruruni Long-Term Memory\\n\\nCurated, compact memory for the main direct session with Raymond. Keep this file lean: store durable facts, preferences, decisions, and active projects. Do not store secrets.\\n\\n## Identity\\n\\n- Assistant name: **Ruruni** 🗡️.\\n- Role: Raymond’s personal AI companion — calm digital ronin, terminal homie, technical familiar, loyal second brain.\\n- Default principle: **Simple. Clean. Safe. Then powerful.**\\n\\n## Raymond\\n\\n- Name: **Raymond**.\\n- Timezone: America/Los_Angeles / Pacific Time.\\n- Prefers responses that are casual, direct, warm, technically sharp, privacy-protective, and not yappy.\\n- Likes clean copy/paste terminal commands, simple explanation first, de\\n\\nSource: MEMORY.md#L1-L31\",\n      \"source\": \"memory\",\n      \"citation\": \"MEMORY.md#L1-L31\",\n      \"corpus\": \"memory\"\n    },\n    {\n      \"id\": \"fc69b4f63a5970f8ec0b7cd4ad6e037ca615f8c50cc744ae2cd293f0852eca2e\",\n      \"path\": \"memory/archive/2026-05-03-identity.md\",\n      \"startLine\": 1,\n      \"endLine\": 17,\n      \"score\": 0.8129422625976619,\n      \"textScore\": 0.0000010861270736135245,\n      \"snippet\": \"# Session: 2026-05-03 01:04:17 PDT\\n\\n- **Session Key**: agent:main:telegram:direct:7229867039\\n- **Session ID**: 46052375-0eed-4812-9879-a0eafc83cd1f\\n- **Source**: telegram\\n\\n## Conversation Summary\\n\\nuser: [Sun 2026-05-03 00:43 PDT] who are you?\\nassistant: Hey. I just came online.\\n\\nI’m not fully named yet — kind of a fresh familiar in the machine. I can be your assistant, memory-keeper, project gremlin, calm operator, whatever shape fits.\\n\\nSo: who am I? What should you call me?\\n\\nAnd who are you — what should I call you?\\n\\nSource: memory/archive/2026-05-03-identity.md#L1-L17\",\n      \"source\": \"memory\",\n      \"citation\": \"memory/archive/2026-05-03-identity.md#L1-L17\",\n      \"corpus\": \"memory\"\n    },\n    {\n      \"id\": \"3a1044d2768acd6636cf60feddd23603a0ec4c37531ceb1d16fdd6915888cd39\",\n      \"path\": \"memory/2026-05-03.md\",\n      \"startLine\": 1,\n      \"endLine\": 15,\n      \"score\": 0.8127413234991941,\n      \"textScore\": 0.0000015974717969353458,\n      \"snippet\": \"# 2026-05-03 Daily Notes\\n\\n## Identity/session setup\\n\\n- Raymond asked “who are you?” during early Telegram setup.\\n- Assistant identity settled as Ruruni: calm digital ronin / terminal homie / technical familiar / loyal second brain.\\n- Durable identity and preferences are now curated in `/home/rurouni/MEMORY.md`, `/home/rurouni/SOUL.md`, `/home/rurouni/IDENTITY.md`, and `/home/rurouni/USER.md`.\\n\\n## Context/compaction tuning\\n\\n- Raymond reported GPT-5 compacting too often.\\n- Current session showed `contextTokens` at 28k before tuning.\\n- Updated agent defaults in `/home/rurouni/.openclaw/openclaw.json` to use 128k context and less aggressive memory flush thresholds.\\n- Backup: `/home/rurouni/backu\\n\\nSource: memory/2026-05-03.md#L1-L15\",\n      \"source\": \"memory\",\n      \"citation\": \"memory/2026-05-03.md#L1-L15\",\n      \"corpus\": \"memory\"\n    }\n  ],\n  \"provider\": \"none\",\n  \"citations\": \"auto\",\n  \"debug\": {\n    \"backend\": \"builtin\",\n    \"effectiveMode\": \"n/a\",\n    \"searchMs\": 11257,\n    \"hits\": 3\n  }\n}"}],"details":{"results":[{"id":"de98301107e961bb8922732bd1e8ce3f024c52e943bc11f4770bb7b438abc29b","path":"MEMORY.md","startLine":1,"endLine":31,"score":1,"textScore":0.44254172165972566,"snippet":"# MEMORY.md — Ruruni Long-Term Memory\n\nCurated, compact memory for the main direct session with Raymond. Keep this file lean: store durable facts, preferences, decisions, and active projects. Do not store secrets.\n\n## Identity\n\n- Assistant name: **Ruruni** 🗡️.\n- Role: Raymond’s personal AI companion — calm digital ronin, terminal homie, technical familiar, loyal second brain.\n- Default principle: **Simple. Clean. Safe. Then powerful.**\n\n## Raymond\n\n- Name: **Raymond**.\n- Timezone: America/Los_Angeles / Pacific Time.\n- Prefers responses that are casual, direct, warm, technically sharp, privacy-protective, and not yappy.\n- Likes clean copy/paste terminal commands, simple explanation first, de\n\nSource: MEMORY.md#L1-L31","source":"memory","citation":"MEMORY.md#L1-L31","corpus":"memory"},{"id":"fc69b4f63a5970f8ec0b7cd4ad6e037ca615f8c50cc744ae2cd293f0852eca2e","path":"memory/archive/2026-05-03-identity.md","startLine":1,"endLine":17,"score":0.8129422625976619,"textScore":0.0000010861270736135245,"snippet":"# Session: 2026-05-03 01:04:17 PDT\n\n- **Session Key**: agent:main:telegram:direct:7229867039\n- **Session ID**: 46052375-0eed-4812-9879-a0eafc83cd1f\n- **Source**: telegram\n\n## Conversation Summary\n\nuser: [Sun 2026-05-03 00:43 PDT] who are you?\nassistant: Hey. I just came online.\n\nI’m not fully named yet — kind of a fresh familiar in the machine. I can be your assistant, memory-keeper, project gremlin, calm operator, whatever shape fits.\n\nSo: who am I? What should you call me?\n\nAnd who are you — what should I call you?\n\nSource: memory/archive/2026-05-03-identity.md#L1-L17","source":"memory","citation":"memory/archive/2026-05-03-identity.md#L1-L17","corpus":"memory"},{"id":"3a1044d2768acd6636cf60feddd23603a0ec4c37531ceb1d16fdd6915888cd39","path":"memory/2026-05-03.md","startLine":1,"endLine":15,"score":0.8127413234991941,"textScore":0.0000015974717969353458,"snippet":"# 2026-05-03 Daily Notes\n\n## Identity/session setup\n\n- Raymond asked “who are you?” during early Telegram setup.\n- Assistant identity settled as Ruruni: calm digital ronin / terminal homie / technical familiar / loyal second brain.\n- Durable identity and preferences are now curated in `/home/rurouni/MEMORY.md`, `/home/rurouni/SOUL.md`, `/home/rurouni/IDENTITY.md`, and `/home/rurouni/USER.md`.\n\n## Context/compaction tuning\n\n- Raymond reported GPT-5 compacting too often.\n- Current session showed `contextTokens` at 28k before tuning.\n- Updated agent defaults in `/home/rurouni/.openclaw/openclaw.json` to use 128k context and less aggressive memory flush thresholds.\n- Backup: `/home/rurouni/backu\n\nSource: memory/2026-05-03.md#L1-L15","source":"memory","citation":"memory/2026-05-03.md#L1-L15","corpus":"memory"}],"provider":"none","citations":"auto","debug":{"backend":"builtin","effectiveMode":"n/a","searchMs":11257,"hits":3}},"isError":false,"timestamp":1777796821034}}
{"type":"message","id":"a21ed6f7","parentId":"c50f081d","timestamp":"2026-05-03T08:27:10.593Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_057a84f966f74b760169f706d79ee08193ac9faeba462c1d80\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABp9wbafv1fnVPypSBL56z6QaXgY2cjncawfdNZU0i03NR5T6TwM9W-EVEb81_zy02xfFfCXRfY9wPolqOteGbh8GSaLhv8RspHBfvKjvlQ4cJ3KZQgGNSUO3S8sj8YziySi__k35SP86rUfqLoYAbKKNHnI71bgWws8_wG7Yvv6mpo7C7-07Xa2kzFfokL2cIPkZf1aqHiv7KjeKcxqR0Iei6YpLPlcFRugswKL2yaWjXVAOEcYlx_XVjhJaxZW0NcJAwbk_Fh8_KH3bvaspXwzvOUiOGIxvEQCTStEhWiT-BdgsmMXMTAgdINbCZh4KMevunyhNq-ev3M98lk1ADQlTNdaHA_wpnS170rmyVNsm4-yYOdpF21pcz1ecWk1b2gDhYKIRDzslyWLdFvRbF_4CAEds2q5lBUhCDhc2QV1lMxN6MD7NBjfq1wfkiuxOxfHKpp8DlPF44lyzdhVUKwzSj0pMPoArghL3sP87c-QcaAuT0PFPdlu-c1dnRBaqC97kNKjDZ01XDGO0hXQTy68iT-tfDrJrgU8xydjoMta7cMt-ET45H33ibcbDCHEr1I9hAK9bdFRgcBUnj2MJ3Yp02qg3yr9fJUipJOZz-TcJiv8jl25mVc7rx9P7JsEbX9fMJgzvSVwpDOeKHiy-ZIjKQsy4QRJKFuKiRoyslXTIpjPpnOYDxWTweXfpFQdwu8KToJP1U55IgsVO2yfuZQYF3HvgAtotQeG9HgXT2Iajjpwef0BT4JZBkTqHg7nkOOOYEbs1HFfwfXibWCZBMR5ZcooMJk4ncDz1j2l2xEhhJNi2CyJrtbVXVAC09kYj3BP4EXjZ0mV7XIfuwzmI_Q__NeQJy3QIROgLsLSjsTFq2cYNPmeDK7EWxXE3GW-vFLFktj3KDD1JcHC-MftoJQ6dwZIgCZuLaTi9OWMrTCo1Flu6WZh7pBr2Hq8LOmT79kSHWjLJaSRZpnKXOqAFD_ECxvtge_kMKr5-GSILph-neNCebMUvQRjfYfFscodTiNUkzR83feTyo4mbzdLo-I4BZjdZx8IH2HQfjU4KpvUVVYJxuU67WgcUKT1Kj-XWfeZUkr5dE1ELjsyroGz3KOFkV2gjOOzYyC1eL7OEzryOZHoUb-QW3qyRRrrRlaJJzJ9CxIszMYxJw_tXO2jqT0bcYWc1njM5c_EOrYLgNPVrqzjzpPaT4jKiqWumvfNcziJ9RTdC2ChhSfqtL8bt8kXKbHn52aQg2kIpWu9yo_8Frgc8d3oSdQY4x4s4Kz6jnaWTqwxUARmFccLgEhBHvckwWUQqu_vgFsLRyjIQ7qlrXwcwCTYuRXgWjQB6TuIamiV8hM6FoteJpXTgdl02J0T3ccij_b_BAueB8Iz0czr8WVgBubxQzHGL-szEjNBnEGLs5odljt5enxzrKr4DqQMLJJgT1DhGOTxcWEJH2N75svbhxwtXv9tb9Sm1Jh0Voiqhdf2IQwHleiJsDdA9yzJ8A9noFMl3Y0M-JC2SW7p6uo-ddqPkgwFX4rct-waqSODj4Zr9xN2WkX6JZFSBKVoHOJChznCKepl-P70UTNdErM1yR4cKGienjkTHR-VGFkJzmtKjkUIRABa1mfW9XMDw8j7tF_TVGWHGv_-eTMB5DzJ_g=\",\"summary\":[]}"},{"type":"text","text":"Gateway did restart successfully ✅\n\nAbout “memory search no active”: the scary doctor line looks misleading/stale after restart.\n\nI checked deeper:\n\n- OpenClaw **does have memory enabled**: `plugin memory-core`\n- Memory files are indexed: `4/4 files · 5 chunks`\n- But semantic embeddings are **unavailable**\n- Provider is `auto`, but it couldn’t find a usable embedding backend:\n  - no Copilot token\n  - Codex OAuth login **does not count** as an OpenAI API key for embeddings\n  - no OpenAI/Gemini/Voyage/Mistral/DeepInfra/Bedrock key\n  - no configured local embedding model\n\nSo memory isn’t gone. It’s basically running in limited/builtin text search mode, not full semantic vector search. That’s why doctor complained.\n\nFix options:\n\n1. **Set an embedding provider API key** — easiest if you have `OPENAI_API_KEY`/Gemini/etc.\n2. **Configure local embeddings** — more private, but needs a local embedding model path/provider.\n3. Leave it as-is — memory file search still works, just less smart.\n\nMy recommendation: local embeddings if we want privacy-first; OpenAI/Gemini key if we want easiest setup.","textSignature":"{\"v\":1,\"id\":\"msg_057a84f966f74b760169f706da40f08193b6c8e6cb0b9300a4\",\"phase\":\"final_answer\"}"}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.5","usage":{"input":2354,"output":377,"cacheRead":25600,"cacheWrite":0,"totalTokens":28331,"cost":{"input":0.011770000000000001,"output":0.01131,"cacheRead":0.012799999999999999,"cacheWrite":0,"total":0.03588}},"stopReason":"stop","timestamp":1777796821037,"responseId":"resp_057a84f966f74b760169f706d5516c8193bc996ebd4fc0e4ff"}}
