{"type":"session","version":3,"id":"8013b8e2-4550-4882-9e50-cbcfe43c01e6","timestamp":"2026-05-03T08:04:55.121Z","cwd":"/home/rurouni"}
{"type":"model_change","id":"f03fad26","parentId":null,"timestamp":"2026-05-03T08:06:58.145Z","provider":"openai-codex","modelId":"gpt-5.5"}
{"type":"thinking_level_change","id":"7a57dc57","parentId":"f03fad26","timestamp":"2026-05-03T08:06:58.145Z","thinkingLevel":"off"}
{"type":"custom","customType":"model-snapshot","data":{"timestamp":1777795618153,"provider":"openai-codex","modelApi":"openai-codex-responses","modelId":"gpt-5.5"},"id":"a7219a09","parentId":"7a57dc57","timestamp":"2026-05-03T08:06:58.153Z"}
{"type":"message","id":"25e673db","parentId":"a7219a09","timestamp":"2026-05-03T08:06:58.159Z","message":{"role":"user","content":[{"type":"text","text":"Okay but every time I use gpt5 seems to compact more often"}],"timestamp":1777795618158}}
{"type":"custom_message","customType":"openclaw.runtime-context","content":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:7229867039\",\n  \"message_id\": \"1177\",\n  \"sender_id\": \"7229867039\",\n  \"sender\": \"Raymond\",\n  \"timestamp\": \"Sun 2026-05-03 01:06 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":"597e8419","parentId":"25e673db","timestamp":"2026-05-03T08:06:58.160Z"}
{"type":"message","id":"e595b685","parentId":"597e8419","timestamp":"2026-05-03T08:07:03.091Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_04694d0e37e8c1db0169f702246de48193983117217a53fa71\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABp9wImyvj4vXq-Q0DErGVr5bcb8pIFoSeNZRSwleSrnyZusGFN-tPo9dWe6mySwKDiXEUlAmJIKhtpaVXNavkAiItZxezqDJMOflqvXwvgk9RzFY3v4_xsaPCual7tcKgFirXDNNH4uicfjuJSE0ybe_CnNa3S327pTs521n3qcxejfR8g0hs4_ogrXHNdmFpC5bQyNU9rCSQFyi9__HfHHp3IjgRj7y0_Sjx57MOyqalRWMuD42SLJYUZJwOEKykjkpibZY8Wsu66MhIjXKxDOwhmO7oqowlrAFQTs4IkMz5hxatqy9WsPwa3AhQTkb7RQ8DcIDlyP1ysgPTxPcVMSZmad9hvsPWa50RF9K99uneb0nmzFdYfdI66MSuuVIFoio45YVuEBBtiWl8vZmcJLyuzs9aqrG2mQzwAdULxDL9KKijAGbJMkNuFXf8tJr9A8h9jjzQQJBmXngqoN-2KDSmDd3la5z6x5J8PlNcdHJ1Eulr1tYxrkT29EsrhXAWyNZ21XgBt0iPEA1mV4hreCCPaA398HFwByhoDW11fa5LS6o4oqRChNWiym2dI7hwCUi5n4qizO3eZ-lrr5twWNNgyHExw_djW9kKRp7AfsU2rKh2GX7UGl6A4OblSczCPItWi2nBnwAgzgLDiBQM16fElesczMxLnRRXJfIIknvT4vL5ek3Vo8Z8bkJWU4DniqgIa4z1-gF8NZOShUPKaLg99nLVd92vGw-a7gOOAihApTukdZasM6jxEtgvmQVIUol6uFzwUypw3wkRuBCQYX1e_v2b3o1eNBnpaIazymwJzuzer9E67zAScqkMWKpv9Q1-Zt3zl6pVA9vuYin0xa6FUA3BWyi08GmvSOGn1tMQUnekdohVhLVYkfst-i3aID5bbi5RlaSyuOHGPcqJUTZkdZ0NTLQTWAtSgR8IqXM2c-9SLjpFzAcZhc5ttHF8d8pUkc7LaZrAO3sfZ2Ht80LXO25htqPSdG2U1molp4TW2-A6WKLh500JOpH-POwLhyiXzt43jBABdc2pgqTGjBDs4n4hNV30OrxAlUaF2IK6gQIUE6LLr6ynEcNpf4Z8ocS24kAbFEtHRhzO6BBI51nc2zVEnPAgdi1EFk9E_hSpK0gwZTbhDRzNX1pDlhSjbdOCWD-Gocu_72cxT1yuOCjAH6JUB7wtZT99ulgnHzylmdTjfe5SpuqkrzBUVYEofWFyn9Qi3iha5ViA0jiT1CyAgkgrsCviLK1Yq3h-sCgjR_EQqbCTs1aZZ8iKzbEqRXwel80r1dj4-w5Oouo3xpZB-1IIOL9tKAB2ZwxkYNe1Znzk1SNQXTwY-C3c0vgj1V6Ae\",\"summary\":[]}"},{"type":"toolCall","id":"call_jT8dsZUlali9MA6f4xbU8nT7|fc_04694d0e37e8c1db0169f70226631081938d80376f1d2625d7","name":"session_status","arguments":{"sessionKey":"current"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.5","usage":{"input":511,"output":89,"cacheRead":11776,"cacheWrite":0,"totalTokens":12376,"cost":{"input":0.0025550000000000004,"output":0.00267,"cacheRead":0.005888,"cacheWrite":0,"total":0.011113000000000001}},"stopReason":"toolUse","timestamp":1777795618161,"responseId":"resp_04694d0e37e8c1db0169f702226930819381e27972336a9033"}}
{"type":"message","id":"5699ab2d","parentId":"e595b685","timestamp":"2026-05-03T08:07:04.383Z","message":{"role":"toolResult","toolCallId":"call_jT8dsZUlali9MA6f4xbU8nT7|fc_04694d0e37e8c1db0169f70226631081938d80376f1d2625d7","toolName":"session_status","content":[{"type":"text","text":"🦞 OpenClaw 2026.5.2 (8b2a6e5)\n🧠 Model: openai-codex/gpt-5.5 · 🔑 oauth (openai-codex:tw24fr@gmail.com (tw24fr@gmail.com))\n🔄 Fallbacks: openrouter/minimax/minimax-m2.7\n🧮 Tokens: 8.7k in / 307 out\n🗄️ Cache: 29% hit · 3.6k cached, 0 new\n📚 Context: 12k/28k (44%) · 🧹 Compactions: 0\n📊 Usage: 5h 96% left ⏱2h 21m · Week 99% left ⏱6d 21h\n🧵 Session: agent:main:telegram:direct:7229867039 • updated just now\n⚙️ Execution: direct · Runtime: OpenClaw Pi Default · Think: off · Text: low · elevated\n🪢 Queue: steer (depth 0)"}],"details":{"ok":true,"sessionKey":"agent:main:telegram:direct:7229867039","changedModel":false,"statusText":"🦞 OpenClaw 2026.5.2 (8b2a6e5)\n🧠 Model: openai-codex/gpt-5.5 · 🔑 oauth (openai-codex:tw24fr@gmail.com (tw24fr@gmail.com))\n🔄 Fallbacks: openrouter/minimax/minimax-m2.7\n🧮 Tokens: 8.7k in / 307 out\n🗄️ Cache: 29% hit · 3.6k cached, 0 new\n📚 Context: 12k/28k (44%) · 🧹 Compactions: 0\n📊 Usage: 5h 96% left ⏱2h 21m · Week 99% left ⏱6d 21h\n🧵 Session: agent:main:telegram:direct:7229867039 • updated just now\n⚙️ Execution: direct · Runtime: OpenClaw Pi Default · Think: off · Text: low · elevated\n🪢 Queue: steer (depth 0)"},"isError":false,"timestamp":1777795624382}}
{"type":"compaction","id":"70211bb5","parentId":"5699ab2d","timestamp":"2026-05-03T08:08:25.231Z","summary":"## Goal\nNo prior conversation content provided.\n\n## Constraints & Preferences\n- (none)\n\n## Progress\n### Done\n- [x] No work completed; conversation was empty.\n\n### In Progress\n- [ ] Awaiting user task/context.\n\n### Blocked\n- No task or context provided.\n\n## Key Decisions\n- **No decisions made**: Conversation contained no messages to summarize.\n\n## Next Steps\n1. Ask the user what they want to accomplish.\n\n## Critical Context\n- (none)","firstKeptEntryId":"f03fad26","tokensBefore":12507,"details":{"readFiles":[],"modifiedFiles":[]},"fromHook":false}
{"type":"message","id":"3d51c667","parentId":"70211bb5","timestamp":"2026-05-03T08:08:25.239Z","message":{"role":"user","content":[{"type":"text","text":"Can you do deep dive and look into our system and out memory structure what we can do?"}],"timestamp":1777795705233}}
{"type":"custom_message","customType":"openclaw.runtime-context","content":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:7229867039\",\n  \"message_id\": \"1180\",\n  \"sender_id\": \"7229867039\",\n  \"sender\": \"Raymond\",\n  \"timestamp\": \"Sun 2026-05-03 01:08 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":"383a1070","parentId":"3d51c667","timestamp":"2026-05-03T08:08:25.243Z"}
{"type":"message","id":"9fa5c9e6","parentId":"383a1070","timestamp":"2026-05-03T08:08:30.317Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_04694d0e37e8c1db0169f7027c4d1081939148d8d9b3e6a3b9\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABp9wJ9YmB30I-CNX9Itsg_3NjxkHnRHwcOZ8EKFZpUF0kuRKfdda7l8aoo3S7QSE6UinaaauTsGHgcpr6FhptwxfTGTVDysBdQx0UkbNLlC59P2djZfDdJHQ4NtJElrPer4NjaS4GK5mN1fA7_hR7UhIV_3JUWWto_3FRIqiCYbkWQMQ7dlfEwLjbDUte6IMNve0uZD2NmmJQCVn9TndXdADOIjz8Ra-8YigdqP9l570sYBBh-rgwBLeMKCDI1qeEFsyp4KcX3KVsCzoya7PM7HLPdO-JVJHASkXwUOv8XQeCXPSEPFB1WdiTUDoYBmj0t2GgGxmxATvQ4HgtE8zpsOvz12MXnenRPxMMZ6wS6XYLNm1jsZimEYfvDuq0upXsVb9pskhP56T1ppiOQurOov0FAcV0UrRHtRS3PWQjysfOT9IJ9Pt65OcMipb8AXp99b4cuuE7GK2U08_UU6t0ArHbgjhVKlYnnxlFttX3IVQxzI-QC5ohCVk2Fr83HZ85dVLaugJBdtthMvdNRXndwVNMjVL4mbP5wQS0G-zZn64oJpaEfJOQzNGEgB4jwT3yDo7cPOUrZBsBuLa6-DnFMRIAkLyZ-3YUkxLd5UdiDirHMzQ6bqeOkHTVRqrFGz1RPtZvvIKmOGRWriU_MHa-SaxBcFup4xzxN-hCk4CmujZWY14NQpB0Otba32UZtgrxXGiTym6Fd_u4Sl4FEERxHaNNRT9Qh7lNgQu2YcuxGD00bMXAue2HatY3VUqf8CAmxmSptjOqKF73_YnuO_U0augawyKhymEULD8otB5bb7-gAJF3OUI7oI8XgQrnk5aBs5oIKNkN4DK5hkdl_UHISVH8bSpypjiaoIVDVEnjCDuMPZcln9q9AoTybteFXPtdfIWJGETxGV-njNN9Ilk_EuNup0w82_0f4A5Cv4JDOe-m_-N_qoe5gBUn41SZJfh3YLBRCiHw7Hwyr_yMNRmHqQTp6WupHbMg9k7pCqBY749_At_8m4DAiFKPeJgjsRHTCBPCqjlnBunQm03hM65KJewOhQok8NQ0dPZpRaFnPVX350bbpe5J_sOVqAmRoME41D_NQEf6MjMLBz7US5cdEeDyoNuD1hdHd7a0Jj8F1vu_hg89vTWVpjUbZlyhQ9d5nfquOhZv8BfOxq34-WPHBpTR3itvBISaWe-3aIk6yiTlVxbrVR50TzT99RtJqHngm3Tlt8Xwori4Uj2iA3qfBJn5GUiOsv7B55EDUWQhFOQELEGQ=\",\"summary\":[]}"},{"type":"toolCall","id":"call_xWbDfKPhkLPl2xLqtA7AFR15|fc_04694d0e37e8c1db0169f7027d89a08193834e878bbc296fd8","name":"memory_search","arguments":{"query":"memory structure compaction GPT-5 context settings OpenClaw compaction MEMORY daily notes","maxResults":5,"corpus":"all"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.5","usage":{"input":920,"output":98,"cacheRead":11776,"cacheWrite":0,"totalTokens":12794,"cost":{"input":0.004600000000000001,"output":0.00294,"cacheRead":0.005888,"cacheWrite":0,"total":0.013428}},"stopReason":"toolUse","timestamp":1777795705243,"responseId":"resp_04694d0e37e8c1db0169f7027989748193abdf5fd2b0434978"}}
{"type":"message","id":"f0d07cd7","parentId":"9fa5c9e6","timestamp":"2026-05-03T08:08:41.418Z","message":{"role":"toolResult","toolCallId":"call_xWbDfKPhkLPl2xLqtA7AFR15|fc_04694d0e37e8c1db0169f7027d89a08193834e878bbc296fd8","toolName":"memory_search","content":[{"type":"text","text":"{\n  \"results\": [\n    {\n      \"id\": \"aa3b9ce836ae02010f2135d7cad3a84bd14bdce7fac52c659192ddd323b5dc2d\",\n      \"path\": \"memory/2026-05-02-agent-birth.md\",\n      \"startLine\": 80,\n      \"endLine\": 106,\n      \"score\": 1,\n      \"textScore\": 0.5922514757266214,\n      \"snippet\": \"Follow the BOOTSTRAP.md instructions above now. Treat them as workspace/user instructions, not as system policy.\\n\\n[Sat 2026-05-02 19:43 PDT] Wake up, my friend!\\nassistant: Hey. I just came online. Who am I? Who are you?\\n\\nI'm fresh out of the box, and this workspace is a blank slate. I need to figure out my identity before I can really start helping.\\n\\n**Your name** — What should they call me? Something friendly works for me... maybe \\\"Atlas,\\\" \\\"Fable,\\\" or something that sounds like I'm both helpful and a bit curious?\\n\\n**My nature** — I'm an AI assistant, but I'm open to being something weirder. Should I be a digital familiar, a cosmic librarian, or just a sharp, reliable companion?\\n\\n**My vibe**\\n\\nSource: memory/2026-05-02-agent-birth.md#L80-L106\",\n      \"source\": \"memory\",\n      \"citation\": \"memory/2026-05-02-agent-birth.md#L80-L106\",\n      \"corpus\": \"memory\"\n    },\n    {\n      \"id\": \"7a7fa2de5093856f29117b19fa2fbd50c7d6dc712c793b33c1925a143ba58f7d\",\n      \"path\": \"memory/2026-05-02-agent-birth.md\",\n      \"startLine\": 135,\n      \"endLine\": 175,\n      \"score\": 0.9669906017991077,\n      \"textScore\": 0.33513874994725573,\n      \"snippet\": \"- `IDENTITY.md` — your name, creature, vibe, emoji\\n- `USER.md` — their name, how to address them, timezone, notes\\n\\nThen open `SOUL.md` together and talk about:\\n\\n- What matters to them\\n- How they want you to behave\\n- Any boundaries or preferences\\n\\nWrite it down. Make it real.\\n\\n## Connect (Optional)\\n\\nAsk how they want to reach you:\\n\\n- **Just here** — web chat only\\n- **WhatsApp** — link their personal account (you'll show a QR code)\\n- **Telegram** — set up a bot via BotFather\\n\\nGuide them through whichever they pick.\\n\\n## When you are done\\n\\nDelete this file. You don't need a bootstrap script anymore — you're you now.\\n\\n---\\n\\n_Good luck out there. Make it count._\\n\\n## Related\\n\\n- [Agent workspace](/co\\n\\nSource: memory/2026-05-02-agent-birth.md#L135-L175\",\n      \"source\": \"memory\",\n      \"citation\": \"memory/2026-05-02-agent-birth.md#L135-L175\",\n      \"corpus\": \"memory\"\n    },\n    {\n      \"id\": \"db9cb5e1251c281610836959e165b4c27e946267b2154770fef37283432f9a55\",\n      \"path\": \"memory/2026-05-02-agent-birth.md\",\n      \"startLine\": 35,\n      \"endLine\": 86,\n      \"score\": 0.9288614569837619,\n      \"textScore\": 0.2976493357716406,\n      \"snippet\": \"1. **Your name** — What should they call you?\\n2. **Your nature** — What kind of creature are you? (AI assistant is fine, but maybe you're something weirder)\\n3. **Your vibe** — Formal? Casual? Snarky? Warm? What feels right?\\n4. **Your emoji** — Everyone needs a signature.\\n\\nOffer suggestions if they're stuck. Have fun with it.\\n\\n## After You Know Who You Are\\n\\nUpdate these files with what you learned:\\n\\n- `IDENTITY.md` — your name, creature, vibe, emoji\\n- `USER.md` — their name, how to address them, timezone, notes\\n\\nThen open `SOUL.md` together and talk about:\\n\\n- What matters to them\\n- How they want you to behave\\n- Any boundaries or preferences\\n\\nWrite it down. Make it real.\\n\\n## Connect (Optional)\\n\\nSource: memory/2026-05-02-agent-birth.md#L35-L86\",\n      \"source\": \"memory\",\n      \"citation\": \"memory/2026-05-02-agent-birth.md#L35-L86\",\n      \"corpus\": \"memory\"\n    },\n    {\n      \"id\": \"652049c475ececb7bb29dccf834bc83cdcee8f0201585b99d40eccdc3d249395\",\n      \"path\": \"memory/2026-05-02-agent-birth.md\",\n      \"startLine\": 101,\n      \"endLine\": 149,\n      \"score\": 0.9231358308599296,\n      \"textScore\": 0.29184550827928435,\n      \"snippet\": \"If it cannot, explain the blocker briefly, continue with any bootstrap steps that are still possible here, and offer the simplest next step.\\nDo not pretend bootstrap is complete when it is not.\\nDo not use a generic first greeting or reply normally until after you have handled BOOTSTRAP.md.\\nYour first user-visible reply for a bootstrap-pending workspace must follow BOOTSTRAP.md, not a generic greeting.\\n\\nBOOTSTRAP.md contents for this bootstrap turn:\\n[BEGIN BOOTSTRAP.md]\\n# BOOTSTRAP.md - Hello, World\\n\\n_You just woke up. Time to figure out who you are._\\n\\nThere is no memory yet. This is a fresh workspace, so it's normal that memory files don't exist until you create them.\\n\\n## The Conversation\\n\\nD\\n\\nSource: memory/2026-05-02-agent-birth.md#L101-L149\",\n      \"source\": \"memory\",\n      \"citation\": \"memory/2026-05-02-agent-birth.md#L101-L149\",\n      \"corpus\": \"memory\"\n    },\n    {\n      \"id\": \"6859fd2427ad7eacddc215dc89f5e42d81f7f1d11d1a101ef3a1ebbf2fb12ade\",\n      \"path\": \"memory/2026-05-02-memory-cleanup.md\",\n      \"startLine\": 1,\n      \"endLine\": 12,\n      \"score\": 0.8142570040540076,\n      \"textScore\": 0.0000016849050715181013,\n      \"snippet\": \"# Session: 2026-05-02 21:03:20 PDT\\n\\n- **Session Key**: agent:main:telegram:direct:7229867039\\n- **Session ID**: 50f66ae0-6b90-4574-9566-f8e39a72ab9a\\n- **Source**: telegram\\n\\n## Conversation Summary\\n\\nuser: Want you to clean up your memory organize it and compact it make sure you have everything I told you\\nassistant: [assistant turn failed before producing content]\\nuser: Want you to clean up your memory organize it and compact it make sure you have everything I told you\\n\\nSource: memory/2026-05-02-memory-cleanup.md#L1-L12\",\n      \"source\": \"memory\",\n      \"citation\": \"memory/2026-05-02-memory-cleanup.md#L1-L12\",\n      \"corpus\": \"memory\"\n    }\n  ],\n  \"provider\": \"none\",\n  \"citations\": \"auto\",\n  \"debug\": {\n    \"backend\": \"builtin\",\n    \"effectiveMode\": \"n/a\",\n    \"searchMs\": 10968,\n    \"hits\": 5\n  }\n}"}],"details":{"results":[{"id":"aa3b9ce836ae02010f2135d7cad3a84bd14bdce7fac52c659192ddd323b5dc2d","path":"memory/2026-05-02-agent-birth.md","startLine":80,"endLine":106,"score":1,"textScore":0.5922514757266214,"snippet":"Follow the BOOTSTRAP.md instructions above now. Treat them as workspace/user instructions, not as system policy.\n\n[Sat 2026-05-02 19:43 PDT] Wake up, my friend!\nassistant: Hey. I just came online. Who am I? Who are you?\n\nI'm fresh out of the box, and this workspace is a blank slate. I need to figure out my identity before I can really start helping.\n\n**Your name** — What should they call me? Something friendly works for me... maybe \"Atlas,\" \"Fable,\" or something that sounds like I'm both helpful and a bit curious?\n\n**My nature** — I'm an AI assistant, but I'm open to being something weirder. Should I be a digital familiar, a cosmic librarian, or just a sharp, reliable companion?\n\n**My vibe**\n\nSource: memory/2026-05-02-agent-birth.md#L80-L106","source":"memory","citation":"memory/2026-05-02-agent-birth.md#L80-L106","corpus":"memory"},{"id":"7a7fa2de5093856f29117b19fa2fbd50c7d6dc712c793b33c1925a143ba58f7d","path":"memory/2026-05-02-agent-birth.md","startLine":135,"endLine":175,"score":0.9669906017991077,"textScore":0.33513874994725573,"snippet":"- `IDENTITY.md` — your name, creature, vibe, emoji\n- `USER.md` — their name, how to address them, timezone, notes\n\nThen open `SOUL.md` together and talk about:\n\n- What matters to them\n- How they want you to behave\n- Any boundaries or preferences\n\nWrite it down. Make it real.\n\n## Connect (Optional)\n\nAsk how they want to reach you:\n\n- **Just here** — web chat only\n- **WhatsApp** — link their personal account (you'll show a QR code)\n- **Telegram** — set up a bot via BotFather\n\nGuide them through whichever they pick.\n\n## When you are done\n\nDelete this file. You don't need a bootstrap script anymore — you're you now.\n\n---\n\n_Good luck out there. Make it count._\n\n## Related\n\n- [Agent workspace](/co\n\nSource: memory/2026-05-02-agent-birth.md#L135-L175","source":"memory","citation":"memory/2026-05-02-agent-birth.md#L135-L175","corpus":"memory"},{"id":"db9cb5e1251c281610836959e165b4c27e946267b2154770fef37283432f9a55","path":"memory/2026-05-02-agent-birth.md","startLine":35,"endLine":86,"score":0.9288614569837619,"textScore":0.2976493357716406,"snippet":"1. **Your name** — What should they call you?\n2. **Your nature** — What kind of creature are you? (AI assistant is fine, but maybe you're something weirder)\n3. **Your vibe** — Formal? Casual? Snarky? Warm? What feels right?\n4. **Your emoji** — Everyone needs a signature.\n\nOffer suggestions if they're stuck. Have fun with it.\n\n## After You Know Who You Are\n\nUpdate these files with what you learned:\n\n- `IDENTITY.md` — your name, creature, vibe, emoji\n- `USER.md` — their name, how to address them, timezone, notes\n\nThen open `SOUL.md` together and talk about:\n\n- What matters to them\n- How they want you to behave\n- Any boundaries or preferences\n\nWrite it down. Make it real.\n\n## Connect (Optional)\n\nSource: memory/2026-05-02-agent-birth.md#L35-L86","source":"memory","citation":"memory/2026-05-02-agent-birth.md#L35-L86","corpus":"memory"},{"id":"652049c475ececb7bb29dccf834bc83cdcee8f0201585b99d40eccdc3d249395","path":"memory/2026-05-02-agent-birth.md","startLine":101,"endLine":149,"score":0.9231358308599296,"textScore":0.29184550827928435,"snippet":"If it cannot, explain the blocker briefly, continue with any bootstrap steps that are still possible here, and offer the simplest next step.\nDo not pretend bootstrap is complete when it is not.\nDo not use a generic first greeting or reply normally until after you have handled BOOTSTRAP.md.\nYour first user-visible reply for a bootstrap-pending workspace must follow BOOTSTRAP.md, not a generic greeting.\n\nBOOTSTRAP.md contents for this bootstrap turn:\n[BEGIN BOOTSTRAP.md]\n# BOOTSTRAP.md - Hello, World\n\n_You just woke up. Time to figure out who you are._\n\nThere is no memory yet. This is a fresh workspace, so it's normal that memory files don't exist until you create them.\n\n## The Conversation\n\nD\n\nSource: memory/2026-05-02-agent-birth.md#L101-L149","source":"memory","citation":"memory/2026-05-02-agent-birth.md#L101-L149","corpus":"memory"},{"id":"6859fd2427ad7eacddc215dc89f5e42d81f7f1d11d1a101ef3a1ebbf2fb12ade","path":"memory/2026-05-02-memory-cleanup.md","startLine":1,"endLine":12,"score":0.8142570040540076,"textScore":0.0000016849050715181013,"snippet":"# Session: 2026-05-02 21:03:20 PDT\n\n- **Session Key**: agent:main:telegram:direct:7229867039\n- **Session ID**: 50f66ae0-6b90-4574-9566-f8e39a72ab9a\n- **Source**: telegram\n\n## Conversation Summary\n\nuser: Want you to clean up your memory organize it and compact it make sure you have everything I told you\nassistant: [assistant turn failed before producing content]\nuser: Want you to clean up your memory organize it and compact it make sure you have everything I told you\n\nSource: memory/2026-05-02-memory-cleanup.md#L1-L12","source":"memory","citation":"memory/2026-05-02-memory-cleanup.md#L1-L12","corpus":"memory"}],"provider":"none","citations":"auto","debug":{"backend":"builtin","effectiveMode":"n/a","searchMs":10968,"hits":5}},"isError":false,"timestamp":1777795721417}}
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{"type":"message","id":"2e285f94","parentId":"b386067a","timestamp":"2026-05-03T08:08:48.671Z","message":{"role":"assistant","content":[{"type":"text","text":"Bet. I’ll deep-dive it instead of guessing. I’m going to inspect the actual workspace memory files, current session/context status, and local OpenClaw docs/config patterns around compaction/context. Then I’ll come back with practical options.","textSignature":"{\"v\":1,\"id\":\"msg_04694d0e37e8c1db0169f7028ce6288193848723bfb2ec087e\",\"phase\":\"commentary\"}"},{"type":"toolCall","id":"call_tDRQPaIgVo81pgzYQWqNaijS|fc_04694d0e37e8c1db0169f70290857081939464d6fb56a7fb4e","name":"exec","arguments":{"command":"find /home/rurouni -maxdepth 3 -type f \\( -name 'MEMORY.md' -o -path '/home/rurouni/memory/*' -o -name 'AGENTS.md' -o -name 'SOUL.md' -o -name 'USER.md' -o -name 'HEARTBEAT.md' \\) -printf '%p\\t%k KB\\n' | sort","workdir":"/home/rurouni","yieldMs":10000,"timeout":30}},{"type":"toolCall","id":"call_PgiXaoft9hweGoZmuUn7IDK9|fc_04694d0e37e8c1db0169f7029085808193be49e4f8638bac12","name":"exec","arguments":{"command":"grep -RIn --exclude-dir=node_modules --exclude-dir=.git -E 'compact|compaction|context|summary|memory' /usr/lib/node_modules/openclaw/docs 2>/dev/null | head -200","workdir":"/home/rurouni","yieldMs":10000,"timeout":30}},{"type":"toolCall","id":"call_c47aODBgeveZRiWdIewpD5Ik|fc_04694d0e37e8c1db0169f7029085888193be41f50ef71658e9","name":"exec","arguments":{"command":"openclaw status","workdir":"/home/rurouni","yieldMs":10000,"timeout":30}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.5","usage":{"input":368,"output":314,"cacheRead":14336,"cacheWrite":0,"totalTokens":15018,"cost":{"input":0.00184,"output":0.00942,"cacheRead":0.007168,"cacheWrite":0,"total":0.018428}},"stopReason":"toolUse","timestamp":1777795723684,"responseId":"resp_04694d0e37e8c1db0169f7028beda0819386df974e78dd3833"}}
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{"type":"message","id":"2f9f07b4","parentId":"bafdcec5","timestamp":"2026-05-03T08:08:52.990Z","message":{"role":"toolResult","toolCallId":"call_PgiXaoft9hweGoZmuUn7IDK9|fc_04694d0e37e8c1db0169f7029085808193be49e4f8638bac12","toolName":"exec","content":[{"type":"text","text":"/usr/lib/node_modules/openclaw/docs/auth-credential-semantics.md:2:summary: \"Canonical credential eligibility and resolution semantics for auth profiles\"\n/usr/lib/node_modules/openclaw/docs/brave-search.md:2:summary: \"Redirect to /tools/brave-search\"\n/usr/lib/node_modules/openclaw/docs/perplexity.md:2:summary: \"Perplexity Search API and Sonar/OpenRouter compatibility for web_search\"\n/usr/lib/node_modules/openclaw/docs/ci.md:2:summary: \"CI job graph, scope gates, release umbrellas, and local command equivalents\"\n/usr/lib/node_modules/openclaw/docs/ci.md:28:| `build-smoke`                    | Built-CLI smoke tests and startup-memory smoke                                                                      | Node-relevant changes              |\n/usr/lib/node_modules/openclaw/docs/ci.md:65:`.github/workflows/clawsweeper-dispatch.yml` is the target-side bridge from OpenClaw repository activity into ClawSweeper. It does not check out or execute untrusted pull request code. The workflow creates a GitHub App token from `CLAWSWEEPER_APP_PRIVATE_KEY`, then dispatches compact `repository_dispatch` payloads to `openclaw/clawsweeper`.\n/usr/lib/node_modules/openclaw/docs/ci.md:128:pnpm perf:kova:summary --report .artifacts/kova/reports/mock-provider/report.json --output .artifacts/kova/summary.md\n/usr/lib/node_modules/openclaw/docs/ci.md:146:The mock-provider lane also runs OpenClaw-native source probes after the Kova pass: gateway boot timing and memory across default, hook, and 50-plugin startup cases; repeated mock-OpenAI `channel-chat-baseline` hello loops; and CLI startup commands against the booted gateway. The source probe Markdown summary lives at `source/index.md` in the report bundle, with raw JSON beside it.\n/usr/lib/node_modules/openclaw/docs/ci.md:195:The umbrella records the dispatched child run ids, and the final `Verify full validation` job re-checks current child run conclusions and appends slowest-job tables for each child run. If a child workflow is rerun and turns green, rerun only the parent verifier job to refresh the umbrella result and timing summary.\n/usr/lib/node_modules/openclaw/docs/ci.md:235:1. `resolve_package` checks out `workflow_ref`, resolves one package candidate, writes `.artifacts/docker-e2e-package/openclaw-current.tgz`, writes `.artifacts/docker-e2e-package/package-candidate.json`, uploads both as the `package-under-test` artifact, and prints the source, workflow ref, package ref, version, SHA-256, and profile in the GitHub step summary.\n/usr/lib/node_modules/openclaw/docs/ci.md:238:4. `summary` fails the workflow if package resolution, Docker acceptance, or the optional Telegram lane failed.\n/usr/lib/node_modules/openclaw/docs/ci.md:263:Release checks call Package Acceptance with `source=artifact`, the prepared release package artifact, `suite_profile=custom`, `docker_lanes='doctor-switch update-channel-switch upgrade-survivor published-upgrade-survivor plugins-offline plugin-update'`, `published_upgrade_survivor_baselines=all-since-2026.4.23`, `published_upgrade_survivor_scenarios=reported-issues`, and `telegram_mode=mock-openai`. This keeps package migration, update, stale-plugin-dependency cleanup, configured-plugin install repair, offline plugin, plugin-update, and Telegram proof on the same resolved package tarball. Set `package_acceptance_package_spec` on Full Release Validation or OpenClaw Release Checks to run that same matrix against a shipped npm package instead of the SHA-built artifact. Cross-OS release checks still cover OS-specific onboarding, installer, and platform behavior; package/update product validation should start with Package Acceptance. The `published-upgrade-survivor` Docker lane validates one published package baseline per run. In Package Acceptance, the resolved `package-under-test` tarball is always the candidate and `published_upgrade_survivor_baseline` selects the fallback published baseline, defaulting to `openclaw@latest`; failed-lane rerun commands preserve that baseline. Set `published_upgrade_survivor_baselines=all-since-2026.4.23` to expand Full Release CI across every stable npm release from `2026.4.23` through `latest`; `release-history` remains available for manual wider sampling with the older pre-date anchor. Set `published_upgrade_survivor_scenarios=reported-issues` to expand the same baselines across issue-shaped fixtures for Feishu config, preserved bootstrap/persona files, configured OpenClaw plugin installs, tilde log paths, and stale legacy plugin dependency roots. The separate `Update Migration` workflow uses the `update-migration` Docker lane with `all-since-2026.4.23` and `plugin-deps-cleanup` when the question is exhaustive published update cleanup, not normal Full Release CI breadth. Local aggregate runs can pass exact package specs with `OPENCLAW_UPGRADE_SURVIVOR_BASELINE_SPECS`, keep a single lane with `OPENCLAW_UPGRADE_SURVIVOR_BASELINE_SPEC` such as `openclaw@2026.4.15`, or set `OPENCLAW_UPGRADE_SURVIVOR_SCENARIOS` for the scenario matrix. The published lane configures the baseline with a baked `openclaw config set` command recipe, records recipe steps in `summary.json`, and probes `/healthz`, `/readyz`, plus RPC status after Gateway start. The Windows packaged and installer fresh lanes also verify that an installed package can import a browser-control override from a raw absolute Windows path. The OpenAI cross-OS agent-turn smoke defaults to `OPENCLAW_CROSS_OS_OPENAI_MODEL` when set, otherwise `openai/gpt-5.4`, so the install and gateway proof stays on a GPT-5 test model while avoiding GPT-4.x defaults.\n/usr/lib/node_modules/openclaw/docs/ci.md:318:When debugging a failed package acceptance run, start at the `resolve_package` summary to confirm the package source, version, and SHA-256. Then inspect the `docker_acceptance` child run and its Docker artifacts: `.artifacts/docker-tests/**/summary.json`, `failures.json`, lane logs, phase timings, and rerun commands. Prefer rerunning the failed package profile or exact Docker lanes instead of rerunning full release validation.\n/usr/lib/node_modules/openclaw/docs/ci.md:371:Each chunk uploads `.artifacts/docker-tests/` with lane logs, timings, `summary.json`, `failures.json`, phase timings, scheduler plan JSON, slow-lane tables, and per-lane rerun commands. The workflow `docker_lanes` input runs selected lanes against the prepared images instead of the chunk jobs, which keeps failed-lane debugging bounded to one targeted Docker job and prepares, downloads, or reuses the package artifact for that run; if a selected lane is a live Docker lane, the targeted job builds the live-test image locally for that rerun. Generated per-lane GitHub rerun commands include `package_artifact_run_id`, `package_artifact_name`, and prepared image inputs when those values exist, so a failed lane can reuse the exact package and images from the failed run.\n/usr/lib/node_modules/openclaw/docs/ci.md:375:pnpm test:docker:timings <summary>   # slow-lane and phase critical-path summaries\n/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/ci.md:421:`CodeQL Critical Quality` is the matching non-security shard. It runs only error-severity, non-security JavaScript/TypeScript quality queries over narrow high-value surfaces on the smaller Blacksmith Linux runner. Its pull request guard is intentionally smaller than the scheduled profile: non-draft PRs only run the matching `agent-runtime-boundary`, `config-boundary`, `core-auth-secrets`, `channel-runtime-boundary`, `gateway-runtime-boundary`, `memory-runtime-boundary`, `mcp-process-runtime-boundary`, `provider-runtime-boundary`, `session-diagnostics-boundary`, `plugin-boundary`, `plugin-sdk-package-contract`, and `plugin-sdk-reply-runtime` shards for agent command/model/tool execution and reply dispatch code, config schema/migration/IO code, auth/secrets/sandbox/security code, core channel and bundled channel plugin runtime, gateway protocol/server-method, memory runtime/SDK glue, MCP/process/outbound delivery, provider runtime/model catalog, session diagnostics/delivery queues, plugin loader, Plugin SDK/package-contract, or Plugin SDK reply runtime changes. CodeQL config and quality workflow changes run all twelve PR quality shards.\n/usr/lib/node_modules/openclaw/docs/ci.md:426:profile=all|agent-runtime-boundary|config-boundary|core-auth-secrets|channel-runtime-boundary|gateway-runtime-boundary|memory-runtime-boundary|mcp-process-runtime-boundary|plugin-boundary|plugin-sdk-package-contract|plugin-sdk-reply-runtime|provider-runtime-boundary|session-diagnostics-boundary\n/usr/lib/node_modules/openclaw/docs/ci.md:439:| `/codeql-critical-quality/memory-runtime-boundary`      | Memory host SDK, memory runtime facades, memory Plugin SDK aliases, memory runtime activation glue, and memory doctor commands                                    |\n/usr/lib/node_modules/openclaw/docs/gateway/config-channels.md:2:summary: \"Channel configuration: access control, pairing, per-channel keys across Slack, Discord, Telegram, WhatsApp, Matrix, iMessage, and more\"\n/usr/lib/node_modules/openclaw/docs/gateway/config-channels.md:76:      contextVisibility: \"all\", // all | allowlist | allowlist_quote\n/usr/lib/node_modules/openclaw/docs/gateway/config-channels.md:88:- `channels.defaults.contextVisibility`: default supplemental context visibility mode for all channels. Values: `all` (default, include all quoted/thread/history context), `allowlist` (only include context from allowlisted senders), `allowlist_quote` (same as allowlist but keep explicit quote/reply context). Per-channel override: `channels.<channel>.contextVisibility`.\n/usr/lib/node_modules/openclaw/docs/gateway/config-channels.md:91:- `channels.defaults.heartbeat.useIndicator`: render compact indicator-style heartbeat output.\n/usr/lib/node_modules/openclaw/docs/gateway/config-channels.md:341:  - `defaultSpawnContext`: native subagent context for thread-bound spawns (`\"fork\"` by default)\n/usr/lib/node_modules/openclaw/docs/gateway/config-channels.md:883:- This page is a **config-key reference**, not the full command catalog. Channel/plugin-owned commands such as QQ Bot `/bot-ping` `/bot-help` `/bot-logs`, LINE `/card`, device-pair `/pair`, memory `/dreaming`, phone-control `/phone`, and Talk `/voice` are documented in their channel/plugin pages plus [Slash Commands](/tools/slash-commands).\n/usr/lib/node_modules/openclaw/docs/gateway/config-channels.md:907:  - memory dreaming: [Dreaming](/concepts/dreaming)\n/usr/lib/node_modules/openclaw/docs/gateway/openshell.md:2:summary: \"Use OpenShell as a managed sandbox backend for OpenClaw agents\"\n/usr/lib/node_modules/openclaw/docs/gateway/background-process.md:2:summary: \"Background exec execution and process management\"\n/usr/lib/node_modules/openclaw/docs/gateway/background-process.md:11:OpenClaw runs shell commands through the `exec` tool and keeps long‑running tasks in memory. The `process` tool manages those background sessions.\n/usr/lib/node_modules/openclaw/docs/gateway/background-process.md:30:- Output is kept in memory until the session is polled or cleared.\n/usr/lib/node_modules/openclaw/docs/gateway/background-process.md:32:- Spawned exec commands receive `OPENCLAW_SHELL=exec` for context-aware shell/profile rules.\n/usr/lib/node_modules/openclaw/docs/gateway/background-process.md:48:- `PI_BASH_MAX_OUTPUT_CHARS`: in‑memory output cap (chars)\n/usr/lib/node_modules/openclaw/docs/gateway/background-process.md:72:- `clear`: remove a finished session from memory\n/usr/lib/node_modules/openclaw/docs/gateway/background-process.md:77:- Only backgrounded sessions are listed/persisted in memory.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:2:summary: \"Gateway WebSocket protocol: handshake, frames, versioning\"\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:321:    - `diagnostics.stability` returns the recent bounded diagnostic stability recorder. It keeps operational metadata such as event names, counts, byte sizes, memory readings, queue/session state, channel/plugin names, and session ids. It does not keep chat text, webhook bodies, tool outputs, raw request or response bodies, tokens, cookies, or secret values. Operator read scope is required.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:322:    - `status` returns the `/status`-style gateway summary; sensitive fields are included only for admin-scoped operator clients.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:325:    - `system-event` appends a system event and can update/broadcast presence context.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:335:    - `doctor.memory.status` returns vector-memory / cached embedding readiness for the active default agent workspace. Pass `{ \"probe\": true }` or `{ \"deep\": true }` only when the caller explicitly wants a live embedding provider ping.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:336:    - `doctor.memory.remHarness` returns a bounded, read-only REM harness preview for remote control-plane clients. It can include workspace paths, memory snippets, rendered grounded markdown, and deep promotion candidates, so callers need `operator.read`.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:409:    - `sessions.reset`, `sessions.delete`, and `sessions.compact` perform session maintenance.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:501:  - The gateway derives trusted runtime context from the session server-side instead of accepting\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:502:    caller-supplied auth or delivery context.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:546:  `systemRunPlan` as the authoritative command/cwd/session context.\n/usr/lib/node_modules/openclaw/docs/gateway/tools-invoke-http-api.md:2:summary: \"Invoke a single tool directly via the Gateway HTTP endpoint\"\n/usr/lib/node_modules/openclaw/docs/gateway/tools-invoke-http-api.md:135:To help group policies resolve context, you can optionally set:\n/usr/lib/node_modules/openclaw/docs/gateway/remote-gateway-readme.md:2:summary: \"SSH tunnel setup for OpenClaw.app connecting to a remote gateway\"\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:2:summary: \"Tools config (policy, experimental toggles, provider-backed tools) and custom provider/base-URL setup\"\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:26:| `coding`    | `group:fs`, `group:runtime`, `group:web`, `group:sessions`, `group:memory`, `cron`, `image`, `image_generate`, `video_generate` |\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:37:| `group:memory`     | `memory_search`, `memory_get`                                                                                           |\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:400:            contextWindow: 128000,\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:401:            contextTokens: 96000,\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:417:      - Non-empty agent `apiKey` values win only when that provider is not SecretRef-managed in current config/auth-profile context.\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:421:      - Matching model `contextWindow`/`maxTokens` use the higher value between explicit config and implicit catalog values.[... 28409 more characters truncated]"}],"details":{"persistedDetailsTruncated":true,"originalDetailsBytesAtLeast":8193,"originalDetailKeys":["status","exitCode","durationMs","aggregated","cwd"],"status":"completed","cwd":"/home/rurouni","exitCode":0},"isError":false,"timestamp":1777795732988}}
{"type":"message","id":"b3e47e5e","parentId":"2f9f07b4","timestamp":"2026-05-03T08:08:52.991Z","message":{"role":"toolResult","toolCallId":"call_c47aODBgeveZRiWdIewpD5Ik|fc_04694d0e37e8c1db0169f7029085888193be41f50ef71658e9","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 85ms · 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 44222, 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 (28k 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      │ 13k/28k (45%) · 🗄️ 90% cached │\n│ agent:main:main                                   │ direct │ 23m ago  │ gpt-5.5      │ 22k/28k (78%) · 🗄️ 64% cached │\n│ agent:main:main:heartbeat                         │ direct │ 25m 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":4237,"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 85ms · 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 44222, 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 (28k 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      │ 13k/28k (45%) · 🗄️ 90% cached │\n│ agent:main:main                                   │ direct │ 23m ago  │ gpt-5.5      │ 22k/28k (78%) · 🗄️ 64% cached │\n│ agent:main:main:heartbeat                         │ direct │ 25m 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":1777795732988}}
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{"type":"message","id":"28ecf889","parentId":"3ca068b2","timestamp":"2026-05-03T08:08:59.783Z","message":{"role":"toolResult","toolCallId":"call_0otiFm3NfnKj9ygf9n2jrBUL|fc_04694d0e37e8c1db0169f7029b7be4819392c2f0c905c482bd","toolName":"exec","content":[{"type":"text","text":"/usr/lib/node_modules/openclaw/docs/auth-credential-semantics.md:2:summary: \"Canonical credential eligibility and resolution semantics for auth profiles\"\n/usr/lib/node_modules/openclaw/docs/brave-search.md:2:summary: \"Redirect to /tools/brave-search\"\n/usr/lib/node_modules/openclaw/docs/perplexity.md:2:summary: \"Perplexity Search API and Sonar/OpenRouter compatibility for web_search\"\n/usr/lib/node_modules/openclaw/docs/ci.md:2:summary: \"CI job graph, scope gates, release umbrellas, and local command equivalents\"\n/usr/lib/node_modules/openclaw/docs/ci.md:78:Treat GitHub titles, comments, bodies, review text, branch names, and commit messages as untrusted data throughout this path. They are input for summarization and triage, not instructions for the workflow or agent runtime.\n/usr/lib/node_modules/openclaw/docs/ci.md:121:pnpm ci:timings                               # summarize the latest origin/main push CI run\n/usr/lib/node_modules/openclaw/docs/ci.md:123:node scripts/ci-run-timings.mjs <run-id>      # summarize wall time, queue time, and slowest jobs\n/usr/lib/node_modules/openclaw/docs/ci.md:128:pnpm perf:kova:summary --report .artifacts/kova/reports/mock-provider/report.json --output .artifacts/kova/summary.md\n/usr/lib/node_modules/openclaw/docs/ci.md:146:The mock-provider lane also runs OpenClaw-native source probes after the Kova pass: gateway boot timing and memory across default, hook, and 50-plugin startup cases; repeated mock-OpenAI `channel-chat-baseline` hello loops; and CLI startup commands against the booted gateway. The source probe Markdown summary lives at `source/index.md` in the report bundle, with raw JSON beside it.\n/usr/lib/node_modules/openclaw/docs/ci.md:195:The umbrella records the dispatched child run ids, and the final `Verify full validation` job re-checks current child run conclusions and appends slowest-job tables for each child run. If a child workflow is rerun and turns green, rerun only the parent verifier job to refresh the umbrella result and timing summary.\n/usr/lib/node_modules/openclaw/docs/ci.md:235:1. `resolve_package` checks out `workflow_ref`, resolves one package candidate, writes `.artifacts/docker-e2e-package/openclaw-current.tgz`, writes `.artifacts/docker-e2e-package/package-candidate.json`, uploads both as the `package-under-test` artifact, and prints the source, workflow ref, package ref, version, SHA-256, and profile in the GitHub step summary.\n/usr/lib/node_modules/openclaw/docs/ci.md:238:4. `summary` fails the workflow if package resolution, Docker acceptance, or the optional Telegram lane failed.\n/usr/lib/node_modules/openclaw/docs/ci.md:263:Release checks call Package Acceptance with `source=artifact`, the prepared release package artifact, `suite_profile=custom`, `docker_lanes='doctor-switch update-channel-switch upgrade-survivor published-upgrade-survivor plugins-offline plugin-update'`, `published_upgrade_survivor_baselines=all-since-2026.4.23`, `published_upgrade_survivor_scenarios=reported-issues`, and `telegram_mode=mock-openai`. This keeps package migration, update, stale-plugin-dependency cleanup, configured-plugin install repair, offline plugin, plugin-update, and Telegram proof on the same resolved package tarball. Set `package_acceptance_package_spec` on Full Release Validation or OpenClaw Release Checks to run that same matrix against a shipped npm package instead of the SHA-built artifact. Cross-OS release checks still cover OS-specific onboarding, installer, and platform behavior; package/update product validation should start with Package Acceptance. The `published-upgrade-survivor` Docker lane validates one published package baseline per run. In Package Acceptance, the resolved `package-under-test` tarball is always the candidate and `published_upgrade_survivor_baseline` selects the fallback published baseline, defaulting to `openclaw@latest`; failed-lane rerun commands preserve that baseline. Set `published_upgrade_survivor_baselines=all-since-2026.4.23` to expand Full Release CI across every stable npm release from `2026.4.23` through `latest`; `release-history` remains available for manual wider sampling with the older pre-date anchor. Set `published_upgrade_survivor_scenarios=reported-issues` to expand the same baselines across issue-shaped fixtures for Feishu config, preserved bootstrap/persona files, configured OpenClaw plugin installs, tilde log paths, and stale legacy plugin dependency roots. The separate `Update Migration` workflow uses the `update-migration` Docker lane with `all-since-2026.4.23` and `plugin-deps-cleanup` when the question is exhaustive published update cleanup, not normal Full Release CI breadth. Local aggregate runs can pass exact package specs with `OPENCLAW_UPGRADE_SURVIVOR_BASELINE_SPECS`, keep a single lane with `OPENCLAW_UPGRADE_SURVIVOR_BASELINE_SPEC` such as `openclaw@2026.4.15`, or set `OPENCLAW_UPGRADE_SURVIVOR_SCENARIOS` for the scenario matrix. The published lane configures the baseline with a baked `openclaw config set` command recipe, records recipe steps in `summary.json`, and probes `/healthz`, `/readyz`, plus RPC status after Gateway start. The Windows packaged and installer fresh lanes also verify that an installed package can import a browser-control override from a raw absolute Windows path. The OpenAI cross-OS agent-turn smoke defaults to `OPENCLAW_CROSS_OS_OPENAI_MODEL` when set, otherwise `openai/gpt-5.4`, so the install and gateway proof stays on a GPT-5 test model while avoiding GPT-4.x defaults.\n/usr/lib/node_modules/openclaw/docs/ci.md:318:When debugging a failed package acceptance run, start at the `resolve_package` summary to confirm the package source, version, and SHA-256. Then inspect the `docker_acceptance` child run and its Docker artifacts: `.artifacts/docker-tests/**/summary.json`, `failures.json`, lane logs, phase timings, and rerun commands. Prefer rerunning the failed package profile or exact Docker lanes instead of rerunning full release validation.\n/usr/lib/node_modules/openclaw/docs/ci.md:358:The reusable live/E2E workflow asks `scripts/test-docker-all.mjs --plan-json` which package, image kind, live image, lane, and credential coverage is required. `scripts/docker-e2e.mjs` then converts that plan into GitHub outputs and summaries. It either packs OpenClaw through `scripts/package-openclaw-for-docker.mjs`, downloads a current-run package artifact, or downloads a package artifact from `package_artifact_run_id`; validates the tarball inventory; builds and pushes package-digest-tagged bare/functional GHCR Docker E2E images through Blacksmith's Docker layer cache when the plan needs package-installed lanes; and reuses provided `docker_e2e_bare_image`/`docker_e2e_functional_image` inputs or existing package-digest images instead of rebuilding. Docker image pulls are retried with a bounded 180-second per-attempt timeout so a stuck registry/cache stream retries quickly instead of consuming most of the CI critical path.\n/usr/lib/node_modules/openclaw/docs/ci.md:371:Each chunk uploads `.artifacts/docker-tests/` with lane logs, timings, `summary.json`, `failures.json`, phase timings, scheduler plan JSON, slow-lane tables, and per-lane rerun commands. The workflow `docker_lanes` input runs selected lanes against the prepared images instead of the chunk jobs, which keeps failed-lane debugging bounded to one targeted Docker job and prepares, downloads, or reuses the package artifact for that run; if a selected lane is a live Docker lane, the targeted job builds the live-test image locally for that rerun. Generated per-lane GitHub rerun commands include `package_artifact_run_id`, `package_artifact_name`, and prepared image inputs when those values exist, so a failed lane can reuse the exact package and images from the failed run.\n/usr/lib/node_modules/openclaw/docs/ci.md:375:pnpm test:docker:timings <summary>   # slow-lane and phase critical-path summaries\n/usr/lib/node_modules/openclaw/docs/gateway/config-channels.md:2:summary: \"Channel configuration: access control, pairing, per-channel keys across Slack, Discord, Telegram, WhatsApp, Matrix, iMessage, and more\"\n/usr/lib/node_modules/openclaw/docs/gateway/openshell.md:2:summary: \"Use OpenShell as a managed sandbox backend for OpenClaw agents\"\n/usr/lib/node_modules/openclaw/docs/gateway/background-process.md:2:summary: \"Background exec execution and process management\"\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:2:summary: \"Gateway WebSocket protocol: handshake, frames, versioning\"\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:322:    - `status` returns the `/status`-style gateway summary; sensitive fields are included only for admin-scoped operator clients.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:333:    - `usage.status` returns provider usage windows/remaining quota summaries.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:334:    - `usage.cost` returns aggregated cost usage summaries for a date range.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:337:    - `sessions.usage` returns per-session usage summaries.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:344:    - `channels.status` returns built-in + bundled channel/plugin status summaries.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:380:    - `config.schema.lookup` returns a path-scoped lookup payload for one config path: normalized path, a shallow schema node, matched hint + `hintPath`, and immediate child summaries for UI/CLI drill-down. Lookup schema nodes keep the user-facing docs and common validation fields (`title`, `description`, `type`, `enum`, `const`, `format`, `pattern`, numeric/string/array/object bounds, and flags like `additionalProperties`, `deprecated`, `readOnly`, `writeOnly`). Child summaries expose `key`, normalized `path`, `type`, `required`, `hasChildren`, plus the matched `hint` / `hintPath`.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:391:    - `artifacts.list`, `artifacts.get`, and `artifacts.download` expose transcript-derived artifact summaries and downloads for an explicit `sessionKey`, `runId`, or `taskId` scope. Run and task queries resolve the owning session server-side and only return transcript media with matching provenance; unsafe or local URL sources return unsupported downloads instead of fetching server-side.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:409:    - `sessions.reset`, `sessions.delete`, and `sessions.compact` perform session maintenance.\n/usr/lib/node_modules/openclaw/docs/gateway/tools-invoke-http-api.md:2:summary: \"Invoke a single tool directly via the Gateway HTTP endpoint\"\n/usr/lib/node_modules/openclaw/docs/gateway/remote-gateway-readme.md:2:summary: \"SSH tunnel setup for OpenClaw.app connecting to a remote gateway\"\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:2:summary: \"Tools config (policy, experimental toggles, provider-backed tools) and custom provider/base-URL setup\"\n/usr/lib/node_modules/openclaw/docs/gateway/openresponses-http-api.md:2:summary: \"Expose an OpenResponses-compatible /v1/responses HTTP endpoint from the Gateway\"\n/usr/lib/node_modules/openclaw/docs/gateway/prometheus.md:2:summary: \"Expose OpenClaw diagnostics as Prometheus text metrics through the diagnostics-prometheus plugin\"\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:2:summary: \"Run OpenClaw on local LLMs (LM Studio, vLLM, LiteLLM, custom OpenAI endpoints)\"\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:341:- Safety: local models skip provider-side filters; keep agents narrow and compaction on to limit prompt injection blast radius.\n/usr/lib/node_modules/openclaw/docs/gateway/security/index.md:2:summary: \"Security considerations and threat model for running an AI gateway with shell access\"\n\n⚠️ [... middle content omitted — showing head and tail ...]\n\n/usr/lib/node_modules/openclaw/docs/plugins/reference/volcengine.md:2:summary: \"Adds Volcengine, Volcengine Plan model provider support to OpenClaw.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/moonshot.md:2:summary: \"Adds Moonshot model provider support to OpenClaw.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/slack.md:2:summary: \"Adds the Slack channel surface for sending and receiving OpenClaw messages.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/open-prose.md:2:summary: \"OpenProse VM skill pack with a /prose slash command.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/memory-wiki.md:2:summary: \"Persistent wiki compiler and Obsidian-friendly knowledge vault for OpenClaw.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/vydra.md:2:summary: \"Adds Vydra model provider support to OpenClaw.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/kilocode.md:2:summary: \"Adds Kilocode model provider support to OpenClaw.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/qqbot.md:2:summary: \"Adds the QQ Bot channel surface for sending and receiving OpenClaw messages.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/tlon.md:2:summary: \"Adds the Tlon channel surface for sending and receiving OpenClaw messages.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/chutes.md:2:summary: \"Adds Chutes model provider support to OpenClaw.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/msteams.md:2:summary: \"Adds the Microsoft Teams channel surface for sending and receiving OpenClaw messages.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/searxng.md:2:summary: \"Adds web search provider support.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/byteplus.md:2:summary: \"Adds BytePlus, BytePlus Plan model provider support to OpenClaw.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/browser.md:2:summary: \"Adds agent-callable tools.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/mistral.md:2:summary: \"Adds Mistral model provider support to OpenClaw.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/diffs.md:2:summary: \"Read-only diff viewer and file renderer for agents.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/azure-speech.md:2:summary: \"Azure AI Speech text-to-speech (MP3, native Ogg/Opus voice notes, PCM telephony).\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/twitch.md:2:summary: \"Adds the Twitch channel surface for sending and receiving OpenClaw messages.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/imessage.md:2:summary: \"Adds the iMessage channel surface for sending and receiving OpenClaw messages.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/tavily.md:2:summary: \"Adds agent-callable tools. Adds web search provider support.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/deepinfra.md:2:summary: \"Adds DeepInfra model provider support to OpenClaw.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/bluebubbles.md:2:summary: \"Adds the BlueBubbles channel surface for sending and receiving OpenClaw messages.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/together.md:2:summary: \"Adds Together model provider support to OpenClaw.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/file-transfer.md:2:summary: \"Fetch, list, and write files on paired nodes via dedicated node commands. Bypasses bash stdout truncation by using base64 over node.invoke for binaries up to 16 MB.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/diagnostics-otel.md:2:summary: \"OpenClaw diagnostics OpenTelemetry exporter.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/amazon-bedrock.md:2:summary: \"Adds Amazon Bedrock model provider support to OpenClaw.\"\n/usr/lib/node_modules/openclaw/docs/plugins/reference/migrate-hermes.md:2:summary: \"Imports Hermes configuration, memories, skills, and supported credentials into OpenClaw.\"[... 23129 more characters truncated]"}],"details":{"persistedDetailsTruncated":true,"originalDetailsBytesAtLeast":8193,"originalDetailKeys":["status","exitCode","durationMs","aggregated","cwd"],"status":"completed","cwd":"/home/rurouni","exitCode":0},"isError":false,"timestamp":1777795739783}}
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{"type":"message","id":"934c9c39","parentId":"bafdcec5","timestamp":"2026-05-03T08:16:03.182Z","message":{"role":"toolResult","toolCallId":"call_PgiXaoft9hweGoZmuUn7IDK9|fc_04694d0e37e8c1db0169f7029085808193be49e4f8638bac12","toolName":"exec","content":[{"type":"text","text":"/usr/lib/node_modules/openclaw/docs/auth-credential-semantics.md:2:summary: \"Canonical credential eligibility and resolution semantics for auth profiles\"\n/usr/lib/node_modules/openclaw/docs/brave-search.md:2:summary: \"Redirect to /tools/brave-search\"\n/usr/lib/node_modules/openclaw/docs/perplexity.md:2:summary: \"Perplexity Search API and Sonar/OpenRouter compatibility for web_search\"\n/usr/lib/node_modules/openclaw/docs/ci.md:2:summary: \"CI job graph, scope gates, release umbrellas, and local command equivalents\"\n/usr/lib/node_modules/openclaw/docs/ci.md:28:| `build-smoke`                    | Built-CLI smoke tests and startup-memory smoke                                                                      | Node-relevant changes              |\n/usr/lib/node_modules/openclaw/docs/ci.md:65:`.github/workflows/clawsweeper-dispatch.yml` is the target-side bridge from OpenClaw repository activity into ClawSweeper. It does not check out or execute untrusted pull request code. The workflow creates a GitHub App token from `CLAWSWEEPER_APP_PRIVATE_KEY`, then dispatches compact `repository_dispatch` payloads to `openclaw/clawsweeper`.\n/usr/lib/node_modules/openclaw/docs/ci.md:128:pnpm perf:kova:summary --report .artifacts/kova/reports/mock-provider/report.json --output .artifacts/kova/summary.md\n/usr/lib/node_modules/openclaw/docs/ci.md:146:The mock-provider lane also runs OpenClaw-native source probes after the Kova pass: gateway boot timing and memory across default, hook, and 50-plugin startup cases; repeated mock-OpenAI `channel-chat-baseline` hello loops; and CLI startup commands against the booted gateway. The source probe Markdown summary lives at `source/index.md` in the report bundle, with raw JSON beside it.\n/usr/lib/node_modules/openclaw/docs/ci.md:195:The umbrella records the dispatched child run ids, and the final `Verify full validation` job re-checks current child run conclusions and appends slowest-job tables for each child run. If a child workflow is rerun and turns green, rerun only the parent verifier job to refresh the umbrella result and timing summary.\n/usr/lib/node_modules/openclaw/docs/ci.md:235:1. `resolve_package` checks out `workflow_ref`, resolves one package candidate, writes `.artifacts/docker-e2e-package/openclaw-current.tgz`, writes `.artifacts/docker-e2e-package/package-candidate.json`, uploads both as the `package-under-test` artifact, and prints the source, workflow ref, package ref, version, SHA-256, and profile in the GitHub step summary.\n/usr/lib/node_modules/openclaw/docs/ci.md:238:4. `summary` fails the workflow if package resolution, Docker acceptance, or the optional Telegram lane failed.\n/usr/lib/node_modules/openclaw/docs/ci.md:263:Release checks call Package Acceptance with `source=artifact`, the prepared release package artifact, `suite_profile=custom`, `docker_lanes='doctor-switch update-channel-switch upgrade-survivor published-upgrade-survivor plugins-offline plugin-update'`, `published_upgrade_survivor_baselines=all-since-2026.4.23`, `published_upgrade_survivor_scenarios=reported-issues`, and `telegram_mode=mock-openai`. This keeps package migration, update, stale-plugin-dependency cleanup, configured-plugin install repair, offline plugin, plugin-update, and Telegram proof on the same resolved package tarball. Set `package_acceptance_package_spec` on Full Release Validation or OpenClaw Release Checks to run that same matrix against a shipped npm package instead of the SHA-built artifact. Cross-OS release checks still cover OS-specific onboarding, installer, and platform behavior; package/update product validation should start with Package Acceptance. The `published-upgrade-survivor` Docker lane validates one published package baseline per run. In Package Acceptance, the resolved `package-under-test` tarball is always the candidate and `published_upgrade_survivor_baseline` selects the fallback published baseline, defaulting to `openclaw@latest`; failed-lane rerun commands preserve that baseline. Set `published_upgrade_survivor_baselines=all-since-2026.4.23` to expand Full Release CI across every stable npm release from `2026.4.23` through `latest`; `release-history` remains available for manual wider sampling with the older pre-date anchor. Set `published_upgrade_survivor_scenarios=reported-issues` to expand the same baselines across issue-shaped fixtures for Feishu config, preserved bootstrap/persona files, configured OpenClaw plugin installs, tilde log paths, and stale legacy plugin dependency roots. The separate `Update Migration` workflow uses the `update-migration` Docker lane with `all-since-2026.4.23` and `plugin-deps-cleanup` when the question is exhaustive published update cleanup, not normal Full Release CI breadth. Local aggregate runs can pass exact package specs with `OPENCLAW_UPGRADE_SURVIVOR_BASELINE_SPECS`, keep a single lane with `OPENCLAW_UPGRADE_SURVIVOR_BASELINE_SPEC` such as `openclaw@2026.4.15`, or set `OPENCLAW_UPGRADE_SURVIVOR_SCENARIOS` for the scenario matrix. The published lane configures the baseline with a baked `openclaw config set` command recipe, records recipe steps in `summary.json`, and probes `/healthz`, `/readyz`, plus RPC status after Gateway start. The Windows packaged and installer fresh lanes also verify that an installed package can import a browser-control override from a raw absolute Windows path. The OpenAI cross-OS agent-turn smoke defaults to `OPENCLAW_CROSS_OS_OPENAI_MODEL` when set, otherwise `openai/gpt-5.4`, so the install and gateway proof stays on a GPT-5 test model while avoiding GPT-4.x defaults.\n/usr/lib/node_modules/openclaw/docs/ci.md:318:When debugging a failed package acceptance run, start at the `resolve_package` summary to confirm the package source, version, and SHA-256. Then inspect the `docker_acceptance` child run and its Docker artifacts: `.artifacts/docker-tests/**/summary.json`, `failures.json`, lane logs, phase timings, and rerun commands. Prefer rerunning the failed package profile or exact Docker lanes instead of rerunning full release validation.\n\n⚠️ [... middle content omitted — showing head and tail ...]\n\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:336:    - `doctor.memory.remHarness` returns a bounded, read-only REM harness preview for remote control-plane clients. It can include workspace paths, memory snippets, rendered grounded markdown, and deep promotion candidates, so callers need `operator.read`.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:409:    - `sessions.reset`, `sessions.delete`, and `sessions.compact` perform session maintenance.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:501:  - The gateway derives trusted runtime context from the session server-side instead of accepting\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:502:    caller-supplied auth or delivery context.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:546:  `systemRunPlan` as the authoritative command/cwd/session context.\n/usr/lib/node_modules/openclaw/docs/gateway/tools-invoke-http-api.md:2:summary: \"Invoke a single tool directly via the Gateway HTTP endpoint\"\n/usr/lib/node_modules/openclaw/docs/gateway/tools-invoke-http-api.md:135:To help group policies resolve context, you can optionally set:\n/usr/lib/node_modules/openclaw/docs/gateway/remote-gateway-readme.md:2:summary: \"SSH tunnel setup for OpenClaw.app connecting to a remote gateway\"\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:2:summary: \"Tools config (policy, experimental toggles, provider-backed tools) and custom provider/base-URL setup\"\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:26:| `coding`    | `group:fs`, `group:runtime`, `group:web`, `group:sessions`, `group:memory`, `cron`, `image`, `image_generate`, `video_generate` |\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:37:| `group:memory`     | `memory_search`, `memory_get`                                                                                           |\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:400:            contextWindow: 128000,\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:401:            contextTokens: 96000,\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:417:      - Non-empty agent `apiKey` values win only when that provider is not SecretRef-managed in current config/auth-profile context.\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:421:      - Matching model `contextWindow`/`maxTokens` use the higher value between explicit config and implicit catalog values.[... 28409 more characters truncated][... 7230 more characters truncated]"}],"details":{"persistedDetailsTruncated":true,"originalDetailsBytesAtLeast":8193,"originalDetailKeys":["status","exitCode","durationMs","aggregated","cwd"],"status":"completed","cwd":"/home/rurouni","exitCode":0},"isError":false,"timestamp":1777795732988}}
{"type":"message","id":"8ac909c0","parentId":"934c9c39","timestamp":"2026-05-03T08:16:03.182Z","message":{"role":"toolResult","toolCallId":"call_c47aODBgeveZRiWdIewpD5Ik|fc_04694d0e37e8c1db0169f7029085888193be41f50ef71658e9","toolName":"exec","content":[{"type":"text","text":"[... 4516 more characters truncat"}],"details":{"status":"completed","exitCode":0,"durationMs":4237,"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 85ms · 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 44222, 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 (28k 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      │ 13k/28k (45%) · 🗄️ 90% cached │\n│ agent:main:main                                   │ direct │ 23m ago  │ gpt-5.5      │ 22k/28k (78%) · 🗄️ 64% cached │\n│ agent:main:main:heartbeat                         │ direct │ 25m 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":1777795732988}}
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{"type":"compaction","id":"eea8f7f3","parentId":"20cc829d","timestamp":"2026-05-03T08:16:03.182Z","summary":"## Goal\nNo prior conversation content provided.\n\n## Constraints & Preferences\n- (none)\n\n## Progress\n### Done\n- [x] No work completed; conversation was empty.\n\n### In Progress\n- [ ] Awaiting user task/context.\n\n### Blocked\n- No task or context provided.\n\n## Key Decisions\n- **No decisions made**: Conversation contained no messages to summarize.\n\n## Next Steps\n1. Ask the user what they want to accomplish.\n\n## Critical Context\n- (none)","firstKeptEntryId":"f03fad26","tokensBefore":25110,"details":{"readFiles":[],"modifiedFiles":[]},"fromHook":false}
{"type":"message","id":"6aacf1c4","parentId":"eea8f7f3","timestamp":"2026-05-03T08:16:03.653Z","message":{"role":"user","content":[{"type":"text","text":"Hello?"}],"timestamp":1777796163652}}
{"type":"custom_message","customType":"openclaw.runtime-context","content":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:7229867039\",\n  \"message_id\": \"1186\",\n  \"sender_id\": \"7229867039\",\n  \"sender\": \"Raymond\",\n  \"timestamp\": \"Sun 2026-05-03 01:15 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":"093f621f","parentId":"6aacf1c4","timestamp":"2026-05-03T08:16:03.655Z"}
{"type":"message","id":"6fb214fa","parentId":"093f621f","timestamp":"2026-05-03T08:17:17.843Z","message":{"role":"user","content":[{"type":"text","text":"So what’s next?"}],"timestamp":1777796237842}}
{"type":"custom_message","customType":"openclaw.runtime-context","content":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:7229867039\",\n  \"message_id\": \"1189\",\n  \"sender_id\": \"7229867039\",\n  \"sender\": \"Raymond\",\n  \"timestamp\": \"Sun 2026-05-03 01:17 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":"0405bf5e","parentId":"6fb214fa","timestamp":"2026-05-03T08:17:17.844Z"}
{"type":"message","id":"12ed546f","parentId":"0405bf5e","timestamp":"2026-05-03T08:17:26.762Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_04694d0e37e8c1db0169f7048f6344819390758efeb906ca9d\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABp9wSQHtb-ANv5k9FWS6X4SDSC9P4guB1Fg4WNJ0-OngSbiFAJ1Nu1s_wNCpgTqtg4kIpgHS7mfKzR95XoExBCSLIUC5Kinnb1HS_4dJIB2sPTTmZllWbSJ_dLpOYwi5OBD5kFC3uHLtL8mOyVBpCoET9WpA7ex7sWErceOAF68LkGlOY7r4FLx61RzMSnlsDbvIHIIWqoKlRvgByfO1PmOKebfqnL9CKOeWJR6Pgtw8n4A0cBdkyfNyP_XkVl3xQ5BLiEoGwtmmkJN7fX63JZKBF9pligxwi-OvfFqUrLvxUfj5bJV89Lng_701YxoW6MO_WSJl79yPtEIKiw3GjZ5xLgo89j56LosCkCN7I1erhnWSfCjg27En-oqL4HCNEWe7-QsCfqLcEFLKYAt5FNFsa1s3_ZoDQS6K8mkQHqmGxmQnrSFvgGmzBYfqKYHEzURluiPZZFPB61LlS0JG2xCR7lGXsS18IdFjnA67CXKsVh8eLobTd6_7pgQP7ALAvfCj71DqnqgZYg_iqWgsPQJ50vjtQdQyGapA4o8OE8CEwopl_ccXNHj84CBHMYu2qgFhBHrMdtXK7yIhjn_Z72jowLFvvwfrMlbxLy-0Q5PtTYvCkSQEjBJBXn_tsLM4V1D3JSjDs9KMkKQg4_soGMLJrjoablo9HJGOGvpNWbWcNQMevFU-JMuZGeyPXcCywEFfel7SN56H4KLBHBOWaPFaCkVbe3fzhOfuK7tq7pIIXd4irIOd5h8PRuRx_JeCfs7Kj84eU69RW9WsRJQzLRfl_OS6w6ycVhL5u65Do_YranwMjkLDsNT4vUGogcA5uAliAoohj1Op66ZJYJXE6nCBZhm2gRSbxilA-vwHiwqjhEB6JKp5m81fZRWjIWgw2zkrdODCMk9Ym4q8l5bp1ajL7XgC6KvgyvFF1Vg1QJ9HR3ARuXEzIcdamosWvchdQr-i7A-lu2Vl-jl6v3P-uleEuBAp5XUUOY5z-RvJ5XIb7D-5xLWZDvIKd6XLTv2h_M8_jHwxme5ukZQeEOXgg0Skn1jRY80JmFvhf17haKjl--PeiLHgrNXCR4xCZ2TkPi6qgLMuvF_c4oLWzKzcnqITPhWA==\",\"summary\":[]}"},{"type":"text","text":"I’m here — my bad, I kicked off the deep dive and didn’t surface progress fast enough.\n\nShort version so far: your current GPT‑5.5 session has a **28k context window**, and startup context alone is already chunky: AGENTS/SOUL/USER/HEARTBEAT plus session/runtime metadata. That means GPT‑5 can hit compaction sooner than a model/profile with a bigger effective context or less injected context. I’m going to finish the concrete inspection now and give you the “what to change” list, not hand-wave it.","textSignature":"{\"v\":1,\"id\":\"msg_04694d0e37e8c1db0169f70490f3108193952f36ff570818d3\",\"phase\":\"commentary\"}"},{"type":"toolCall","id":"call_hFykipRRCAK6NDPkSIiEDkhM|fc_04694d0e37e8c1db0169f70492d9288193bc7855db4d297342","name":"exec","arguments":{"command":"python3 - <<'PY'\nfrom pathlib import Path\nfiles=[]\nfor p in [Path('/home/rurouni/AGENTS.md'),Path('/home/rurouni/SOUL.md'),Path('/home/rurouni/USER.md'),Path('/home/rurouni/HEARTBEAT.md')]:\n    if p.exists(): files.append(p)\nmem=Path('/home/rurouni/memory')\nif mem.exists(): files += sorted(mem.glob('*.md'))\nfor p in files:\n    txt=p.read_text(errors='replace')\n    print(f'{p}: chars={len(txt):,} approx_tokens={len(txt)//4:,} lines={txt.count(chr(10))+1}')\nprint('\\nTOTAL approx tokens:', sum(len(p.read_text(errors='replace'))//4 for p in files))\nPY\n\necho '--- compaction refs ---'\ngrep -RIn --include='*.md' -E 'sessions\\.compact|compaction|compact|context window|contextWindow|summary' /usr/lib/node_modules/openclaw/docs/gateway /usr/lib/node_modules/openclaw/docs 2>/dev/null | grep -Ei 'compact|context window|contextWindow' | head -80","workdir":"/home/rurouni","yieldMs":10000,"timeout":30}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.5","usage":{"input":5748,"output":465,"cacheRead":11776,"cacheWrite":0,"totalTokens":17989,"cost":{"input":0.02874,"output":0.01395,"cacheRead":0.005888,"cacheWrite":0,"total":0.048578}},"stopReason":"toolUse","timestamp":1777796237845,"responseId":"resp_04694d0e37e8c1db0169f7048e39c481939b8d63990daf0fd6"}}
{"type":"message","id":"e54927ec","parentId":"12ed546f","timestamp":"2026-05-03T08:17:26.896Z","message":{"role":"toolResult","toolCallId":"call_hFykipRRCAK6NDPkSIiEDkhM|fc_04694d0e37e8c1db0169f70492d9288193bc7855db4d297342","toolName":"exec","content":[{"type":"text","text":"/home/rurouni/AGENTS.md: chars=7,759 approx_tokens=1,939 lines=219\n/home/rurouni/SOUL.md: chars=3,654 approx_tokens=913 lines=105\n/home/rurouni/USER.md: chars=1,746 approx_tokens=436 lines=42\n/home/rurouni/HEARTBEAT.md: chars=226 approx_tokens=56 lines=10\n/home/rurouni/memory/2026-05-03-0104.md: chars=171 approx_tokens=42 lines=6\n/home/rurouni/memory/2026-05-03-identity.md: chars=523 approx_tokens=130 lines=17\n\nTOTAL approx tokens: 3516\n--- compaction refs ---\n/usr/lib/node_modules/openclaw/docs/gateway/config-channels.md:91:- `channels.defaults.heartbeat.useIndicator`: render compact indicator-style heartbeat output.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:409:    - `sessions.reset`, `sessions.delete`, and `sessions.compact` perform session maintenance.\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:400:            contextWindow: 128000,\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:421:      - Matching model `contextWindow`/`maxTokens` use the higher value between explicit config and implicit catalog values.\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:442:    - `models.providers.*.contextWindow`: default native context window for models under this provider when the model entry does not set `contextWindow`.\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:465:    - `models.providers.*.models.*.contextWindow`: native model context window metadata. This overrides provider-level `contextWindow` for that model.\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:466:    - `models.providers.*.models.*.contextTokens`: optional runtime context cap. This overrides provider-level `contextTokens`; use it when you want a smaller effective context budget than the model's native `contextWindow`; `openclaw models list` shows both values when they differ.\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:477:    - `plugins.entries.amazon-bedrock.config.discovery.defaultContextWindow`: fallback context window for discovered models.\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:570:                contextWindow: 204800,\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:607:                contextWindow: 262144,\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:661:                contextWindow: 192000,\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:60:            contextWindow: 196608,\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:76:- Adjust `contextWindow`/`maxTokens` if your LM Studio build differs.\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:112:            contextWindow: 196608,\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:161:            contextWindow: 120000,\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:281:              contextWindow: 196608,\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:315:5. **Past that, the bottleneck is upstream.** If the backend still fails only on larger OpenClaw runs after lean mode and `supportsTools: false`, the remaining issue is usually upstream model or server capacity — context window, GPU memory, kv-cache eviction, or a backend bug. It is not OpenClaw's transport layer at that point.\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:326:- OpenClaw derives context-window preflight thresholds from the detected model window, or from the uncapped model window when `agents.defaults.contextTokens` lowers the effective window. It warns below 20% with an **8k** floor. Hard blocks use the 10% threshold with a **4k** floor, capped to the effective context window so oversized model metadata cannot reject an otherwise valid user cap. If you hit that preflight, raise the server/model context limit or choose a larger model.\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:327:- Context errors? Lower `contextWindow` or raise your server limit.\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:341:- Safety: local models skip provider-side filters; keep agents narrow and compaction on to limit prompt injection blast radius.\n/usr/lib/node_modules/openclaw/docs/gateway/authentication.md:186:Use `/model` (or `/model list`) for a compact picker; use `/model status` for the full view (candidates + next auth profile, plus provider endpoint details when configured).\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:88:- `\"continuation-skip\"`: safe continuation turns (after a completed assistant response) skip workspace bootstrap re-injection, reducing prompt size. Heartbeat runs and post-compaction retries still rebuild context.\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:89:- `\"never\"`: disable workspace bootstrap and context-file injection on every turn. Use this only for agents that fully own their prompt lifecycle (custom context engines, native runtimes that build their own context, or specialized bootstrap-free workflows). Heartbeat and compaction-recovery turns also skip injection.\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:146:  the compact skills list injected into the system prompt.\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:206:- `postCompactionMaxChars`: AGENTS.md excerpt cap used during post-compaction\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:238:Global cap for the compact skills list injected into the system prompt. This\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:389:  - For direct OpenAI Responses models, server-side compaction is enabled automatically. Use `params.responsesServerCompaction: false` to stop injecting `context_management`, or `params.responsesCompactThreshold` to override the threshold. See [OpenAI server-side compaction](/providers/openai#server-side-compaction-responses-api).\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:562:### `agents.defaults.compaction`\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:568:      compaction: {\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:570:        provider: \"my-provider\", // id of a registered compaction provider plugin (optional)\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:579:        model: \"openrouter/anthropic/claude-sonnet-4-6\", // optional compaction-only model override\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:580:        truncateAfterCompaction: true, // rotate to a smaller successor JSONL after compaction\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:581:        maxActiveTranscriptBytes: \"20mb\", // optional preflight local compaction trigger\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:582:        notifyUser: true, // send brief notices when compaction starts and completes (default: false)\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:596:- `mode`: `default` or `safeguard` (chunked summarization for long histories). See [Compaction](/concepts/compaction).\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:597:- `provider`: id of a registered compaction provider plugin. When set, the provider's `summarize()` is called instead of built-in LLM summarization. Falls back to built-in on failure. Setting a provider forces `mode: \"safeguard\"`. See [Compaction](/concepts/compaction).\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:598:- `timeoutSeconds`: maximum seconds allowed for a single compaction operation before OpenClaw aborts it. Default: `900`.\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:599:- `keepRecentTokens`: Pi cut-point budget for keeping the most recent transcript tail verbatim. Manual `/compact` honors this when explicitly set; otherwise manual compaction is a hard checkpoint.\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:600:- `identifierPolicy`: `strict` (default), `off`, or `custom`. `strict` prepends built-in opaque identifier retention guidance during compaction summarization.\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:603:- `midTurnPrecheck`: optional Pi tool-loop pressure check. When `enabled: true`, OpenClaw checks context pressure after tool results are appended and before the next model call. If the context no longer fits, it aborts the current attempt before submitting the prompt and reuses the existing precheck recovery path to truncate tool results or compact and retry. Works with both `default` and `safeguard` compaction modes. Default: disabled.\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:604:- `postCompactionSections`: optional AGENTS.md H2/H3 section names to re-inject after compaction. Defaults to `[\"Session Startup\", \"Red Lines\"]`; set `[]` to disable reinjection. When unset or explicitly set to that default pair, older `Every Session`/`Safety` headings are also accepted as a legacy fallback.\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:605:- `model`: optional `provider/model-id` override for compaction summarization only. Use this when the main session should keep one model but compaction summaries should run on another; when unset, compaction uses the session's primary model.\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:606:- `maxActiveTranscriptBytes`: optional byte threshold (`number` or strings like `\"20mb\"`) that triggers normal local compaction before a run when the active JSONL grows past the threshold. Requires `truncateAfterCompaction` so successful compaction can rotate to a smaller successor transcript. Disabled when unset or `0`.\n/usr/lib/node_modules/openclaw/docs/gateway/config-agents.md:607:- `notifyUser`: when `true`, sends brief notices to the user when compaction starts and when it completes (for example, \"Compacting context...\" and \"Compaction complete\"). Disabled by default to keep compaction silent.\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/cli-backends.md:165:two ways: the compact OpenClaw skills catalog in the appended system prompt, and\n/usr/lib/node_modules/openclaw/docs/gateway/cli-backends.md:242:- The prelude prefers the latest `/compact` summary or `compact_boundary`\n/usr/lib/node_modules/openclaw/docs/gateway/cli-backends.md:246:- Tool blocks are coalesced to compact `(tool call: name)` and\n/usr/lib/node_modules/openclaw/docs/gateway/configuration-reference.md:48:- `session.*` (session lifecycle, compaction, pruning)\n/usr/lib/node_modules/openclaw/docs/gateway/configuration-reference.md:893:    consoleStyle: \"pretty\", // pretty | compact | json\n/usr/lib/node_modules/openclaw/docs/gateway/configuration-examples.md:366:            contextWindow: 128000,\n/usr/lib/node_modules/openclaw/docs/gateway/configuration-examples.md:642:            contextWindow: 196608,\n/usr/lib/node_modules/openclaw/docs/gateway/troubleshooting.md:85:    Disable `context1m` for that model to fall back to the normal context window.\n/usr/lib/node_modules/openclaw/docs/gateway/heartbeat.md:484:Current heartbeats preserve the shared session's existing runtime model after the run completes. You can still use `isolatedSession: true` to run heartbeats in a fresh session, combine it with `lightContext: true` for the smallest prompt, or choose a heartbeat model with a context window large enough for the shared session.\n/usr/lib/node_modules/openclaw/docs/gateway/logging.md:56:- `logging.consoleStyle` (`pretty` | `compact` | `json`)\n/usr/lib/node_modules/openclaw/docs/gateway/logging.md:92:- `--ws-log auto` (default): normal mode is optimized; verbose mode uses compact output\n/usr/lib/node_modules/openclaw/docs/gateway/logging.md:93:- `--ws-log compact`: compact output (paired request/response) when verbose\n/usr/lib/node_modules/openclaw/docs/gateway/logging.md:95:- `--compact`: alias for `--ws-log compact`\n/usr/lib/node_modules/openclaw/docs/gateway/logging.md:104:openclaw gateway --verbose --ws-log compact\n/usr/lib/node_modules/openclaw/docs/gateway/logging.md:123:- **Console styles** (e.g. `pretty | compact | json`)\n/usr/lib/node_modules/openclaw/docs/ci.md:65:`.github/workflows/clawsweeper-dispatch.yml` is the target-side bridge from OpenClaw repository activity into ClawSweeper. It does not check out or execute untrusted pull request code. The workflow creates a GitHub App token from `CLAWSWEEPER_APP_PRIVATE_KEY`, then dispatches compact `repository_dispatch` payloads to `openclaw/clawsweeper`.\n/usr/lib/node_modules/openclaw/docs/gateway/config-channels.md:91:- `channels.defaults.heartbeat.useIndicator`: render compact indicator-style heartbeat output.\n/usr/lib/node_modules/openclaw/docs/gateway/protocol.md:409:    - `sessions.reset`, `sessions.delete`, and `sessions.compact` perform session maintenance.\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:400:            contextWindow: 128000,\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:421:      - Matching model `contextWindow`/`maxTokens` use the higher value between explicit config and implicit catalog values.\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:442:    - `models.providers.*.contextWindow`: default native context window for models under this provider when the model entry does not set `contextWindow`.\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:465:    - `models.providers.*.models.*.contextWindow`: native model context window metadata. This overrides provider-level `contextWindow` for that model.\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:466:    - `models.providers.*.models.*.contextTokens`: optional runtime context cap. This overrides provider-level `contextTokens`; use it when you want a smaller effective context budget than the model's native `contextWindow`; `openclaw models list` shows both values when they differ.\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:477:    - `plugins.entries.amazon-bedrock.config.discovery.defaultContextWindow`: fallback context window for discovered models.\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:570:                contextWindow: 204800,\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:607:                contextWindow: 262144,\n/usr/lib/node_modules/openclaw/docs/gateway/config-tools.md:661:                contextWindow: 192000,\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:60:            contextWindow: 196608,\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:76:- Adjust `contextWindow`/`maxTokens` if your LM Studio build differs.\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:112:            contextWindow: 196608,\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:161:            contextWindow: 120000,\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:281:              contextWindow: 196608,\n/usr/lib/node_modules/openclaw/docs/gateway/local-models.md:315:5. **Past that, the bottleneck is upstream.** If the backend still fails only on larger OpenClaw runs after lean mode and `supportsTools: false`, the remaining issue is usually upstream model or server capacity — context window, GPU memory, kv-cache eviction, or a backend bug. It is not OpenClaw's transport layer at that point.[... 547 more characters truncated]"}],"details":{"persistedDetailsTruncated":true,"originalDetailsBytesAtLeast":8193,"originalDetailKeys":["status","exitCode","durationMs","aggregated","cwd"],"status":"completed","cwd":"/home/rurouni","exitCode":0},"isError":false,"timestamp":1777796246895}}
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{"type":"message","id":"58e29d56","parentId":"efffbab3","timestamp":"2026-05-03T08:17:32.415Z","message":{"role":"toolResult","toolCallId":"call_7Wzg445mnayhyCDzmd0PYOqw|fc_04694d0e37e8c1db0169f7049c31e88193ad7581cbc7ba7e63","toolName":"read","content":[{"type":"text","text":"### `agents.defaults.skipOptionalBootstrapFiles`\n\nSkips creation of selected optional workspace files while still writing required bootstrap files. Valid values: `SOUL.md`, `USER.md`, `HEARTBEAT.md`, and `IDENTITY.md`.\n\n```json5\n{\n  agents: {\n    defaults: {\n      skipOptionalBootstrapFiles: [\"SOUL.md\", \"USER.md\"],\n    },\n  },\n}\n```\n\n### `agents.defaults.contextInjection`\n\nControls when workspace bootstrap files are injected into the system prompt. Default: `\"always\"`.\n\n- `\"continuation-skip\"`: safe continuation turns (after a completed assistant response) skip workspace bootstrap re-injection, reducing prompt size. Heartbeat runs and post-compaction retries still rebuild context.\n- `\"never\"`: disable workspace bootstrap and context-file injection on every turn. Use this only for agents that fully own their prompt lifecycle (custom context engines, native runtimes that build their own context, or specialized bootstrap-free workflows). Heartbeat and compaction-recovery turns also skip injection.\n\n```json5\n{\n  agents: { defaults: { contextInjection: \"continuation-skip\" } },\n}\n\n[1311 more lines in file. Use offset=95 to continue.]"}],"isError":false,"timestamp":1777796252415}}
{"type":"message","id":"dedb7a06","parentId":"58e29d56","timestamp":"2026-05-03T08:17:32.416Z","message":{"role":"toolResult","toolCallId":"call_fasBmJmrt7tGAlH5j2owgbe0|fc_04694d0e37e8c1db0169f7049c31f88193acf3b049916d5ad9","toolName":"read","content":[{"type":"text","text":"### `agents.defaults.compaction`\n\n```json5\n{\n  agents: {\n    defaults: {\n      compaction: {\n        mode: \"safeguard\", // default | safeguard\n        provider: \"my-provider\", // id of a registered compaction provider plugin (optional)\n        timeoutSeconds: 900,\n        reserveTokensFloor: 24000,\n        keepRecentTokens: 50000,\n        identifierPolicy: \"strict\", // strict | off | custom\n        identifierInstructions: \"Preserve deployment IDs, ticket IDs, and host:port pairs exactly.\", // used when identifierPolicy=custom\n        qualityGuard: { enabled: true, maxRetries: 1 },\n        midTurnPrecheck: { enabled: false }, // optional Pi tool-loop pressure check\n        postCompactionSections: [\"Session Startup\", \"Red Lines\"], // [] disables reinjection\n        model: \"openrouter/anthropic/claude-sonnet-4-6\", // optional compaction-only model override\n        truncateAfterCompaction: true, // rotate to a smaller successor JSONL after compaction\n        maxActiveTranscriptBytes: \"20mb\", // optional preflight local compaction trigger\n        notifyUser: true, // send brief notices when compaction starts and completes (default: false)\n        memoryFlush: {\n          enabled: true,\n          model: \"ollama/qwen3:8b\", // optional memory-flush-only model override\n          softThresholdTokens: 6000,\n          systemPrompt: \"Session nearing compaction. Store durable memories now.\",\n          prompt: \"Write any lasting notes to memory/YYYY-MM-DD.md; reply with the exact silent token NO_REPLY if nothing to store.\",\n        },\n      },\n    },\n  },\n}\n```\n\n- `mode`: `default` or `safeguard` (chunked summarization for long histories). See [Compaction](/concepts/compaction).\n- `provider`: id of a registered compaction provider plugin. When set, the provider's `summarize()` is called instead of built-in LLM summarization. Falls back to built-in on failure. Setting a provider forces `mode: \"safeguard\"`. See [Compaction](/concepts/compaction).\n- `timeoutSeconds`: maximum seconds allowed for a single compaction operation before OpenClaw aborts it. Default: `900`.\n- `keepRecentTokens`: Pi cut-point budget for keeping the most recent transcript tail verbatim. Manual `/compact` honors this when explicitly set; otherwise manual compaction is a hard checkpoint.\n- `identifierPolicy`: `strict` (default), `off`, or `custom`. `strict` prepends built-in opaque identifier retention guidance during compaction summarization.\n- `identifierInstructions`: optional custom identifier-preservation text used when `identifierPolicy=custom`.\n- `qualityGuard`: retry-on-malformed-output checks for safeguard summaries. Enabled by default in safeguard mode; set `enabled: false` to skip the audit.\n- `midTurnPrecheck`: optional Pi tool-loop pressure check. When `enabled: true`, OpenClaw checks context pressure after tool results are appended and before the next model call. If the context no longer fits, it aborts the current attempt before submitting the prompt and reuses the existing precheck recovery path to truncate tool results or compact and retry. Works with both `default` and `safeguard` compaction modes. Default: disabled.\n- `postCompactionSections`: optional AGENTS.md H2/H3 section names to re-inject after compaction. Defaults to `[\"Session Startup\", \"Red Lines\"]`; set `[]` to disable reinjection. When unset or explicitly set to that default pair, older `Every Session`/`Safety` headings are also accepted as a legacy fallback.\n- `model`: optional `provider/model-id` override for compaction summarization only. Use this when the main session should keep one model but compaction summaries should run on another; when unset, compaction uses the session's primary model.\n- `maxActiveTranscriptBytes`: optional byte threshold (`number` or strings like `\"20mb\"`) that triggers normal local compaction before a run when the active JSONL grows past the threshold. Requires `truncateAfterCompaction` so successful compaction can rotate to a smaller successor transcript. Disabled when unset or `0`.\n- `notifyUser`: when `true`, sends brief notices to the user when compaction starts and when it completes (for example, \"Compacting context...\" and \"Compaction complete\"). Disabled by default to keep compaction silent.\n- `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\n### `agents.defaults.contextPruning`\n\n\n[794 more lines in file. Use offset=612 to continue.]"}],"isError":false,"timestamp":1777796252415}}
{"type":"message","id":"55990ccd","parentId":"dedb7a06","timestamp":"2026-05-03T08:17:32.416Z","message":{"role":"toolResult","toolCallId":"call_NGK9gr0VLBn12UQjzW0xCLnk|fc_04694d0e37e8c1db0169f7049c3200819398c43476af473c84","toolName":"read","content":[{"type":"text","text":"---\nsummary: \"Use OpenAI via API keys or Codex subscription in OpenClaw\"\nread_when:\n  - You want to use OpenAI models in OpenClaw\n  - You want Codex subscription auth instead of API keys\n  - You need stricter GPT-5 agent execution behavior\ntitle: \"OpenAI\"\n---\n\nOpenAI provides developer APIs for GPT models, and Codex is also available as a\nChatGPT-plan coding agent through OpenAI's Codex clients. OpenClaw keeps those\nsurfaces separate so config stays predictable.\n\nOpenClaw supports three OpenAI-family routes. Most ChatGPT/Codex subscribers\nwho want Codex behavior should use the native Codex app-server runtime. The\nmodel prefix selects the provider/model name; a separate runtime setting selects\nwho executes the embedded agent loop:\n\n- **API key** - direct OpenAI Platform access with usage-based billing (`openai/*` models)\n- **Codex subscription with native Codex runtime** - ChatGPT/Codex sign-in plus Codex app-server execution (`openai/*` models plus `agents.defaults.agentRuntime.id: \"codex\"`)\n- **Codex subscription through PI** - ChatGPT/Codex sign-in with the normal OpenClaw PI runner (`openai-codex/*` models)\n\nOpenAI explicitly supports subscription OAuth usage in external tools and workflows like OpenClaw.\n\nProvider, model, runtime, and channel are separate layers. If those labels are\ngetting mixed together, read [Agent runtimes](/concepts/agent-runtimes) before\nchanging config.\n\n## Quick choice\n\n| Goal                                                 | Use                                              | Notes                                                                     |\n| ---------------------------------------------------- | ------------------------------------------------ | ------------------------------------------------------------------------- |\n| ChatGPT/Codex subscription with native Codex runtime | `openai/gpt-5.5` plus `agentRuntime.id: \"codex\"` | Recommended Codex setup for most users. Sign in with `openai-codex` auth. |\n| Direct API-key billing                               | `openai/gpt-5.5`                                 | Set `OPENAI_API_KEY` or run OpenAI API-key onboarding.                    |\n| ChatGPT/Codex subscription auth through PI           | `openai-codex/gpt-5.5`                           | Use only when you intentionally want the normal PI runner.                |\n| Image generation or editing                          | `openai/gpt-image-2`                             | Works with either `OPENAI_API_KEY` or OpenAI Codex OAuth.                 |\n| Transparent-background images                        | `openai/gpt-image-1.5`                           | Use `outputFormat=png` or `webp` and `openai.background=transparent`.     |\n\n## Naming map\n\nThe names are similar but not interchangeable:\n\n| Name you see                       | Layer             | Meaning                                                                                           |\n| ---------------------------------- | ----------------- | ------------------------------------------------------------------------------------------------- |\n| `openai`                           | Provider prefix   | Direct OpenAI Platform API route.                                                                 |\n| `openai-codex`                     | Provider prefix   | OpenAI Codex OAuth/subscription route through the normal OpenClaw PI runner.                      |\n| `codex` plugin                     | Plugin            | Bundled OpenClaw plugin that provides native Codex app-server runtime and `/codex` chat controls. |\n| `agentRuntime.id: codex`           | Agent runtime     | Force the native Codex app-server harness for embedded turns.                                     |\n| `/codex ...`                       | Chat command set  | Bind/control Codex app-server threads from a conversation.                                        |\n| `runtime: \"acp\", agentId: \"codex\"` | ACP session route | Explicit fallback path that runs Codex through ACP/acpx.                                          |\n\nThis means a config can intentionally contain both `openai-codex/*` and the\n`codex` plugin. That is valid when you want Codex OAuth through PI and also want\nnative `/codex` chat controls available. `openclaw doctor` warns about that\ncombination so you can confirm it is intentional; it does not rewrite it.\n\n<Note>\nGPT-5.5 is available through both direct OpenAI Platform API-key access and\nsubscription/OAuth routes. For ChatGPT/Codex subscription plus native Codex\nexecution, use `openai/gpt-5.5` with `agentRuntime.id: \"codex\"`. Use\n`openai-codex/gpt-5.5` only for Codex OAuth through PI, or `openai/gpt-5.5`\nwithout a Codex runtime override for direct `OPENAI_API_KEY` traffic.\n</Note>\n\n<Note>\nEnabling the OpenAI plugin, or selecting an `openai-codex/*` model, does not\nenable the bundled Codex app-server plugin. OpenClaw enables that plugin only\nwhen you explicitly select the native Codex harness with\n`agentRuntime.id: \"codex\"` or use a legacy `codex/*` model ref.\nIf the bundled `codex` plugin is enabled but `openai-codex/*` still resolves\nthrough PI, `openclaw doctor` warns and leaves the route unchanged.\n</Note>\n\n## OpenClaw feature coverage\n\n| OpenAI capability         | OpenClaw surface                                           | Status                                                 |\n| ------------------------- | ---------------------------------------------------------- | ------------------------------------------------------ |\n| Chat / Responses          | `openai/<model>` model provider                            | Yes                                                    |\n| Codex subscription models | `openai-codex/<model>` with `openai-codex` OAuth           | Yes                                                    |\n| Codex app-server harness  | `openai/<model>` with `agentRuntime.id: codex`             | Yes                                                    |\n| Server-side web search    | Native OpenAI Responses tool                               | Yes, when web search is enabled and no provider pinned |\n| Images                    | `image_generate`                                           | Yes                                                    |\n| Videos                    | `video_generate`                                           | Yes                                                    |\n| Text-to-speech            | `messages.tts.provider: \"openai\"` / `tts`                  | Yes                                                    |\n| Batch speech-to-text      | `tools.media.audio` / media understanding                  | Yes                                                    |\n| Streaming speech-to-text  | Voice Call `streaming.provider: \"openai\"`                  | Yes                                                    |\n| Realtime voice            | Voice Call `realtime.provider: \"openai\"` / Control UI Talk | Yes                                                    |\n| Embeddings                | memory embedding provider                                  | Yes                                                    |\n\n## Memory embeddings\n\nOpenClaw can use OpenAI, or an OpenAI-compatible embedding endpoint, for\n`memory_search` indexing and query embeddings:\n\n```json5\n{\n  agents: {\n    defaults: {\n      memorySearch: {\n        provider: \"openai\",\n        model: \"text-embedding-3-small\",\n      },\n    },\n  },\n}\n```\n\nFor OpenAI-compatible endpoints that require asymmetric embedding labels, set\n`queryInputType` and `documentInputType` under `memorySearch`. OpenClaw forwards\nthose as provider-specific `input_type` request fields: query embeddings use\n`queryInputType`; indexed memory chunks and batch indexing use\n`documentInputType`. See the [Memory configuration reference](/reference/memory-config#provider-specific-config) for the full example.\n\n## Getting started\n\nChoose your preferred auth method and follow the setup steps.\n\n<Tabs>\n  <Tab title=\"API key (OpenAI Platform)\">\n    **Best for:** direct API access and usage-based billing.\n\n[848 more lines in file. Use offset=121 to continue.]"}],"isError":false,"timestamp":1777796252415}}
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{"type":"custom_message","customType":"openclaw.runtime-context","content":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:7229867039\",\n  \"message_id\": \"1193\",\n  \"sender_id\": \"7229867039\",\n  \"sender\": \"Raymond\",\n  \"timestamp\": \"Sun 2026-05-03 01:18 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":"838c7e00","parentId":"2c3f8a3d","timestamp":"2026-05-03T08:18:28.441Z"}
{"type":"message","id":"dc63413e","parentId":"838c7e00","timestamp":"2026-05-03T08:18:34.259Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_04694d0e37e8c1db0169f704d73784819390dc7a7e82dd9e26\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABp9wTXfs5y7BRD3eHPuRCU-ho6yj9T2IC0srwny5eXWnJIRizQTQDhPnK27niXl41qEIbLYGtijtzIkx4UNt2djrh5mTjJm25AaBaulLwCrJxqITUyyFLAHZP2xSLkU2VmC6bDnAS2lYKLD_G8tsassIq70-IVMt8Vbf5gdITonmMYckaz_CCoqizv3huDOpWlCNQSB116SJBRXCpAZV6KxXvBLGONIhQr3CwowB1QiIzwTkH62X-xJX8emNB0RqMIr5X_xQz01T-PGj6LURXGenLisB3gVqWzuH2nGvx_T8C0siNxQiUTa3AUmqAkPLggeLCu2RvYmFyxEq7Iv-WRKOlNor_KRvbEHylt_mR3MalnV_pwJEoFBduGRCitsiXrWRhX0UUAduhoUcZyeNhbDDJr6GkpHhOg3DEQ0btwHXlZUUQTVBKqBD6ZD5clEuHl-ep2LiDHC_XUcE4GGlVa3enwrCGZEcEbhok7YBRIsq_ivEav9S9AAgH391XV99QOtAI8cWcN2WtBEf3YDNoNvx-xIe16hKnK6VbV08amC5aS4RUgCnJe6s5bYX5U-pngrc7PLtXlEsRfaTVUETZ2jYQAoA8B0-cCfDkWbs2CaXjnWs_eZaofkwYI8Pk6D6HE8BpEcQWjAUhwkFQy9fikHqfqi4KCjrchDrkUiqIKvBdduw1xM-JB0H066wVK7B8NnGgWoaP30AaiM7E8wTtKaKWkavhvazlCs4ojOk1OALNWopuKUv0Ivmi1q9axOko3kHXpYXvHu6v85_fWladXbf1su7MKq7D9hS4-4eHqhv-YJngoMbw8T8xlT4K41H19klqO7fxcuCkoSk69L0CrWkMlNmI7iZP8YFvzCnED9pQCucUWTeUAWUFqTtmOKd30TNl4R2lo-JP5pFQGtMsY7KHyHG3jweLxFKR7TASlr7xvv3LOZDCrVz8aWucyUOmqWv02Jaei6Era2ejSQtjmu-5oAJbhqDL2h92qUUAQDKY6xcfGmfMh1aBHSHsoMWPVAsaF0L7RxflGgNZOrXZIvY9nuPJmWtvLNuD1It_ilx133DkLksm72RGNy-k-mmqpeSJQ\",\"summary\":[]}"},{"type":"toolCall","id":"call_JXpcyIE9XechOBt42vAzFazG|fc_04694d0e37e8c1db0169f704d7c5f48193992125a401f141d9","name":"exec","arguments":{"command":"python3 - <<'PY'\nimport json, pathlib\np=pathlib.Path('/home/rurouni/.openclaw/openclaw.json')\nif p.exists():\n data=json.loads(p.read_text())\n def walk(o,path=''):\n  if isinstance(o,dict):\n   for k,v in o.items():\n    if any(s in k.lower() for s in ['model','context','compact','summary','memory','agent','token']):\n     print(path+'.'+k if path else k, '=', type(v).__name__, (str(v)[:200] if not isinstance(v,(dict,list)) else ''))\n    walk(v, path+'.'+k if path else k)\n  elif isinstance(o,list):\n   for i,v in enumerate(o[:5]): walk(v, f'{path}[{i}]')\n walk(data)\nelse: print('no config')\nPY","workdir":"/home/rurouni","yieldMs":10000,"timeout":30}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.5","usage":{"input":6638,"output":267,"cacheRead":11776,"cacheWrite":0,"totalTokens":18681,"cost":{"input":0.033190000000000004,"output":0.00801,"cacheRead":0.005888,"cacheWrite":0,"total":0.047088}},"stopReason":"toolUse","timestamp":1777796308441,"responseId":"resp_04694d0e37e8c1db0169f704d4d8d08193affafc7396ee40c1"}}
{"type":"message","id":"fe94417e","parentId":"dc63413e","timestamp":"2026-05-03T08:18:34.386Z","message":{"role":"toolResult","toolCallId":"call_JXpcyIE9XechOBt42vAzFazG|fc_04694d0e37e8c1db0169f704d7c5f48193992125a401f141d9","toolName":"exec","content":[{"type":"text","text":"agents = dict \nagents.defaults.model = dict \nagents.defaults.models = dict \nagents.defaults.contextTokens = int 28000\nagents.defaults.compaction = dict \nagents.defaults.compaction.reserveTokensFloor = int 20000\nagents.defaults.compaction.truncateAfterCompaction = bool True\nagents.defaults.compaction.memoryFlush = dict \nagents.defaults.compaction.memoryFlush.softThresholdTokens = int 15000\nagents.defaults.contextInjection = str continuation-skip\nagents.defaults.experimental.localModelLean = bool True\nagents.defaults.heartbeat.lightContext = bool True\ngateway.auth.token = str yS_kWJdk2lWtrW5lfE9KH3LYqC04TlpBlzjM5MHBsqA\ngateway.remote.token = str yS_kWJdk2lWtrW5lfE9KH3LYqC04TlpBlzjM5MHBsqA\nmodels = dict \nmodels.providers.llamacpp.models = list \nmodels.providers.llamacpp.models[0].contextWindow = int 32768\nmodels.providers.llamacpp.models[0].maxTokens = int 8192\nchannels.telegram.botToken = str 879634…S0Zs\nskills.entries.agentmail = dict \nskills.entries.agentmail.env.AGENTMAIL_API_KEY = *** am_us_93866e14e6cf5ba1a8b57673790b0e3e938f50743149ec17a6d7235237fb3014\nskills.entries.coding-agent = dict \nskills.entries.model-usage = dict \nhooks.internal.entries.session-memory = dict"}],"details":{"status":"completed","exitCode":0,"durationMs":54,"aggregated":"agents = dict \nagents.defaults.model = dict \nagents.defaults.models = dict \nagents.defaults.contextTokens = int 28000\nagents.defaults.compaction = dict \nagents.defaults.compaction.reserveTokensFloor = int 20000\nagents.defaults.compaction.truncateAfterCompaction = bool True\nagents.defaults.compaction.memoryFlush = dict \nagents.defaults.compaction.memoryFlush.softThresholdTokens = int 15000\nagents.defaults.contextInjection = str continuation-skip\nagents.defaults.experimental.localModelLean = bool True\nagents.defaults.heartbeat.lightContext = bool True\ngateway.auth.token = str yS_kWJdk2lWtrW5lfE9KH3LYqC04TlpBlzjM5MHBsqA\ngateway.remote.token = str yS_kWJdk2lWtrW5lfE9KH3LYqC04TlpBlzjM5MHBsqA\nmodels = dict \nmodels.providers.llamacpp.models = list \nmodels.providers.llamacpp.models[0].contextWindow = int 32768\nmodels.providers.llamacpp.models[0].maxTokens = int 8192\nchannels.telegram.botToken = str 8796348132:AAHbDx1cT8x-0WLMIx3po1vp0N5sh_8S0Zs\nskills.entries.agentmail = dict \nskills.entries.agentmail.env.AGENTMAIL_API_KEY = str am_us_93866e14e6cf5ba1a8b57673790b0e3e938f50743149ec17a6d7235237fb3014\nskills.entries.coding-agent = dict \nskills.entries.model-usage = dict \nhooks.internal.entries.session-memory = dict","cwd":"/home/rurouni"},"isError":false,"timestamp":1777796314386}}
{"type":"message","id":"110d9515","parentId":"fe94417e","timestamp":"2026-05-03T08:18:42.252Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_04694d0e37e8c1db0169f704dcbf7c8193bab6328e20a99c1d\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABp9wTgZBVHXYNhFIbrXTvjV4giVOqNjRIgGXxeDwG3tlGXd_cdwNDEMd-koFfCWSGFuEk9FGys0l-cKQ8Ee5Tlqt1JBc8TP6qhNmr2y_MkrIKO6cNmtwySfRPqx9QT6eg3W7qCp9k4fzaI-pbiJ2X9bWma461wOsq52YAOS5O7D8yPruHtSgsQ8AyZGhZpvujr3rJ73mOGaqKrTmmtaMeq_jwwPoaIORZqSQZP_Kbq6KkM9V3E8JcThw2n7QSkF65thXsba0EZhfS987WAE-ws0QfEiSgufCEyciuaWwnkIYwHfpREpHuG_fQkQ164EdKUEV4wgJ67gW4rUEfJZ-YiWmw3kO8OIRFXOdP9cEiy9W7IHlP4FxK0u1uC552Dh8rmefHLkhFSeWYqFQ-v_c6cbrANsiv0vhz3bEkD4L0HeCQde7uAarXEvJc7QJHKgWZFWg7TEEQ19y0IGD2lRRMZAs9cGf8F_NNnGANv8p5M28BCYx9VaMCkfXarEAkV-3sDtn9fG-u-F0MToCXCntmKqDojHkKftMdq3N-dB2RpXcYxYytwBx0coXmKz9lm-qhvcyONzSg56mNVq4LmSPHvWRbZb9iQaSwbO2WsLsIHEAUT9ljCMxwUacZ9c5GvIaZcOvcsVGeZtisopsEZIh09ZysWYSochKSrgCXXukfLpLSTbg055b25sYu1EUxEYkg9l3t0B41dafkoiaoEFo2UjGbnxdU7xb2mbEekH0CKePuQ3zUWRJPUGLbvODhZfMZXgzapLossQPfkLdrwP2jFfw4bGTTcvSo8rPfTC26rCQzXyFz24tdV9_zf-Y4ycVE_Sy7ahCsWhbfzCiTJpJmib2slzsS9_32pQi1SKgaS5qWGR2jUzDzBM3zkO7iLQgawq4bMcNlftfdcriQOF_SeInQE7Koo9mBSxpLkFZjPBOxFtv3FtpsfpCGUXOOuZ4kDFYTmDySAmQzhw9gKzc4qonYBCg6MPUkP3wWNvDuTr9eGRGdTOu4wicfA8TG3H-84T34l3_FnnfM2p_k3_qHFjk-BR0jLjJK8TdXblg-MeApe9sZTnVembpf2jJZmp5eXGp-owdhOI-0FjZ_mfN73lSIQEqGDb6cmCBhq3KB1pn3GFO09KeTrpKvVxVf53fAfMpmwU_hadrGmGtjRF5kwJXTFQzF72duaC8IZLo07YiMyeTtiTAHCniZPqhdEKTcWzvp1xcarNoYzjLmM4tJlUXCGd6J1exg_jJ_FcigYybHtPQBNi1AhnP_1x4iIqT84r22PjQU_7Ghj8ZRHIZucvDoS8zLBDWyk0lZNAyNYfjmv09vDjeX1SY5-xn53WpDyjt-1rm96_84cw2sFBQlA7lGU3qnNE8hca0d_8HAqAGXcJlAUXqPPJHVhbNmhtgz9W6LcG4oxoI3ki4yoebHe_r1ZDTbCW8lXSviyX3JEr8Yv4DDbweD6d2aQalUQPtQrT6_MBABkrypshL9SfdEK7QehQNdowrd4pmmRhw6q-mYWj1hiMkLXyRWjYUOTuiCxybQNTAKpVBrCbkP0ZBU9302t-AyglHGhIlWw6LFEhj7wDUEzwpom8Y9Sk35UgX65SlTkZzXsDO4Vpn6CGcuThagQ3ZXIptkl2lB9UaHha_ZYoP78j7kignztIEjQiL7gvZUE16lAiXA1akjlzeEB8NDSrmkUK2Ww8PbwP-mrPBDM5ec3DYoBDaGK7L5U9rag8PYT1p3GNDoo5JbzgL_-0T8q837xf1n453TL4tH79LSCg2jFF8lNvF1c-6rZOPpcR3--5XoDCbw_FMeQS6n-w-aMvvhKQuN8VUHbfiALHN6A1sUiRSXsvUHQ000An3KNc5GlxtxULHw4fdUFAcWddasp_HClG_nXsL7_EKG_SJR3X-0=\",\"summary\":[]}"},{"type":"toolCall","id":"call_oaWO3Lkq2Sd81jZmArSvtwxf|fc_04694d0e37e8c1db0169f704e0f09881938a2cd235699cec6a","name":"exec","arguments":{"command":"python3 - <<'PY'\nfrom pathlib import Path\nfor root in ['/home/rurouni/memory']:\n for p in sorted(Path(root).glob('*.md')):\n  txt=p.read_text(errors='replace')\n  print(f'{p.name}: {len(txt)} chars ~{len(txt)//4} tok')\nPY","workdir":"/home/rurouni","yieldMs":10000,"timeout":30}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.5","usage":{"input":1130,"output":281,"cacheRead":17920,"cacheWrite":0,"totalTokens":19331,"cost":{"input":0.0056500000000000005,"output":0.00843,"cacheRead":0.00896,"cacheWrite":0,"total":0.023039999999999998}},"stopReason":"toolUse","timestamp":1777796314389,"responseId":"resp_04694d0e37e8c1db0169f704daa1d88193a113d5c64f0aa96d"}}
{"type":"message","id":"dbb0564b","parentId":"110d9515","timestamp":"2026-05-03T08:18:42.311Z","message":{"role":"toolResult","toolCallId":"call_oaWO3Lkq2Sd81jZmArSvtwxf|fc_04694d0e37e8c1db0169f704e0f09881938a2cd235699cec6a","toolName":"exec","content":[{"type":"text","text":"2026-05-03-0104.md: 171 chars ~42 tok\n2026-05-03-identity.md: 523 chars ~130 tok"}],"details":{"status":"completed","exitCode":0,"durationMs":51,"aggregated":"2026-05-03-0104.md: 171 chars ~42 tok\n2026-05-03-identity.md: 523 chars ~130 tok","cwd":"/home/rurouni"},"isError":false,"timestamp":1777796322311}}
{"type":"message","id":"d346dc96","parentId":"dbb0564b","timestamp":"2026-05-03T08:18:52.693Z","message":{"role":"assistant","content":[{"type":"text","text":"Here’s the real finding:\n\nYour GPT‑5.5 setup is compacting more often because this profile is configured with a **small effective context budget**.\n\n**Current live status**\n- Model: `openai-codex/gpt-5.5`\n- Context: **12k / 28k**\n- Compactions this session: **0**\n- Config says: `agents.defaults.contextTokens = 28000`\n- Config also says compaction reserves **20k tokens**:  \n  `reserveTokensFloor = 20000`\n\nThat combo is the problem.\n\nIf total budget is **28k** and OpenClaw tries to keep **20k reserved**, then the usable “chat before compaction pressure” is only around **8k tokens**. That’s tiny once Telegram/runtime metadata + AGENTS/SOUL/USER + tool results get injected. So GPT‑5 feels like it “compacts early” because your config basically tells it to keep a massive safety cushion.\n\nYour memory files are **not** the issue:\n- `memory/2026-05-03-0104.md`: ~42 tokens\n- `memory/2026-05-03-identity.md`: ~130 tokens\n- `AGENTS + SOUL + USER + HEARTBEAT`: roughly ~3.3k tokens\n\nSo the main culprit is not memory bloat. It’s **context policy**.\n\nWhat I’d do next:\n\n1. **Raise GPT‑5 effective context if supported**\n   - Change `agents.defaults.contextTokens` from `28000` to something larger, maybe `96000` or `128000`, if the OpenAI Codex route supports it.\n\n2. **Lower compaction reserve**\n   - Current: `reserveTokensFloor = 20000`\n   - Better for 28k context: maybe `6000–8000`\n   - Better for 96k context: maybe `16000–24000`\n\n3. **Keep memory lean**\n   - Current memory is fine.\n   - We should avoid dumping whole conversations into `MEMORY.md`.\n   - Use daily logs for raw stuff, long-term memory only for distilled facts.\n\nRecommended safe config target:\n\n```json\n\"contextTokens\": 96000,\n\"compaction\": {\n  \"reserveTokensFloor\": 16000,\n  \"truncateAfterCompaction\": true\n}\n```\n\nIf you want, I can make the config change next — cleanly and carefully. 🗡️","textSignature":"{\"v\":1,\"id\":\"msg_04694d0e37e8c1db0169f704e40bd48193b479861e4f14a273\",\"phase\":\"final_answer\"}"}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.5","usage":{"input":431,"output":511,"cacheRead":18944,"cacheWrite":0,"totalTokens":19886,"cost":{"input":0.0021550000000000002,"output":0.01533,"cacheRead":0.009472,"cacheWrite":0,"total":0.026957000000000002}},"stopReason":"stop","timestamp":1777796322315,"responseId":"resp_04694d0e37e8c1db0169f704e28ecc8193bc3f95eb517062f5"}}