{"type":"session","version":3,"id":"c44e5e25-3ff3-4038-b341-33998195f78a","timestamp":"2026-05-03T22:43:16.261Z","cwd":"/home/rurouni"}
{"type":"model_change","id":"6c57e746","parentId":null,"timestamp":"2026-05-03T22:43:16.293Z","provider":"openai-codex","modelId":"gpt-5.5"}
{"type":"thinking_level_change","id":"5440c95c","parentId":"6c57e746","timestamp":"2026-05-03T22:43:16.293Z","thinkingLevel":"off"}
{"type":"custom","customType":"model-snapshot","data":{"timestamp":1777848196300,"provider":"openai-codex","modelApi":"openai-codex-responses","modelId":"gpt-5.5"},"id":"886a1149","parentId":"5440c95c","timestamp":"2026-05-03T22:43:16.300Z"}
{"type":"message","id":"6a3aef49","parentId":"886a1149","timestamp":"2026-05-03T22:43:16.306Z","message":{"role":"user","content":[{"type":"text","text":"You are setting up a multi-model OpenClaw stack im going to give you some dirctions but look at you own json and make sure we are using correct sysntax if in doubt look at the openclaw docs\n- OpenClaw v2026.5.2 already running\n- Primary: openai-codex/gpt-5.5 via ChatGPT Plus OAuth (KEEP, do not change)\n- Fallback: MiniMax M2.7 via OpenRouter (REPLACING direct minimax API with OpenRouter)\n- Local: Qwen3.5-4B on llama-server port 8081 (REPLACING with Qwen3.5-9B)\n\nExecute these steps in order. Stop and report if any step fails.\n\n---\n\n### Step 1: Download Qwen3.5-9B Q5_K_M from Unsloth\n\npip install huggingface-hub --break-system-packages 2>/dev/null\n\nhuggingface-cli download unsloth/Qwen3.5-9B-GGUF \\\n --include \"*Q5_K_M*\" \\\n --local-dir /home/rurouni/models/qwen3.5-9b\n\nList the downloaded files:\n\nls -lh /home/rurouni/models/qwen3.5-9b/*.gguf\n\nReport the exact filename and size. Expected: ~6-7GB single GGUF file.\nIf multiple shards exist (split files), report all filenames.\n\n---\n\n### Step 2: Stop the old llama-server\n\nss -tlnp | grep 8081\n\nIf running, stop it:\n\nsudo systemctl stop llama-local 2>/dev/null\npkill -f \"llama-server.*8081\" 2>/dev/null\n\nSleep 3 seconds. Verify port 8081 is free:\n\nss -tlnp | grep 8081\n\n---\n\n### Step 3: Find the exact GGUF filename\n\nGGUF_FILE=$(find /home/rurouni/models/qwen3.5-9b -name \"*Q5_K_M*.gguf\" | head -1)\necho \"Found: $GGUF_FILE\"\n\nIf empty, try:\n\nls /home/rurouni/models/qwen3.5-9b/*.gguf\n\nReport whatever you find. We need the exact path for the next step.\n\n---\n\n### Step 4: Create systemd service\n\nUsing the GGUF path from Step 3, create /etc/systemd/system/llama-local.service:\n\n[Unit]\nDescription=Qwen3.5-9B Local LLM for OpenClaw\nAfter=network.target\n\n[Service]\nType=simple\nUser=rurouni\nEnvironment=CUDA_VISIBLE_DEVICES=0\nExecStart=/usr/local/bin/llama-server \\\n -m REPLACE_WITH_ACTUAL_GGUF_PATH \\\n -c 65536 \\\n -ngl 99 \\\n -fa on \\\n -t 28 \\\n -b 2048 -ub 2048 \\\n -ctk q8_0 -ctv q8_0 \\\n --host 127.0.0.1 --port 8081 \\\n --parallel 2 --cont-batching \\\n --cache-reuse 256\nRestart=on-failure\nRestartSec=5\nLimitNOFILE=65536\n\n[Install]\nWantedBy=multi-user.target\n\nIMPORTANT: Replace REPLACE_WITH_ACTUAL_GGUF_PATH with the exact path from Step 3.\n\nThen:\n\nsudo systemctl daemon-reload\nsudo systemctl enable llama-local\nsudo systemctl start llama-local\n\nWait 20 seconds for model to load into VRAM, then check:\n\njournalctl -u llama-local --no-pager -n 30\n\nLook for \"model loaded\" or any OOM/error messages. Report what you see.\n\n---\n\n### Step 5: Verify VRAM and model\n\nnvidia-smi\n\nReport VRAM used. Expected: 8-10GB.\n\nIF VRAM > 10.5GB: Stop here and report. We will need to reduce context to 32768 or switch to Q4_K_M.\n\nIF VRAM is OK, test the model:\n\ncurl -s http://127.0.0.1:8081/v1/models | python3 -m json.tool\n\ncurl -s http://127.0.0.1:8081/v1/chat/completions \\\n -H \"Content-Type: application/json\" \\\n -d '{\n \"model\": \"qwen3.5-9b\",\n \"messages\": [{\"role\":\"user\",\"content\":\"Reply with exactly: LOCAL OK\"}],\n \"max_tokens\": 10\n }' | python3 -m json.tool\n\nReport both responses.\n\n---\n\n### Step 6: Set the OpenRouter API key\n\nSet the environment variable so OpenClaw can use it:\n\n# Add to shell profile for persistence\necho 'export OPENROUTER_API_KEY=\"sk-or-…9d90\"' >> ~/.bashrc\n\n# Set it now for the current session\nexport OPENROUTER_API_KEY=\"sk-or-…9d90\"\n\nVerify:\n\necho $OPENROUTER_API_KEY | head -c 20\n\nShould show: sk-or-…fe25\n\n---\n\n### Step 7: Update OpenClaw config\n\nRead current config:\n\ncat ~/.openclaw/openclaw.json\n\nNow update the config. The final ~/.openclaw/openclaw.json should have these key sections.\nUse jq or manual editing — whichever works. Back up first:\n\ncp ~/.openclaw/openclaw.json ~/.openclaw/openclaw.json.bak.$(date +%s)\n\nThe models.providers section needs TWO custom providers:"}],"timestamp":1777848196305}}
{"type":"custom_message","customType":"openclaw.runtime-context","content":"Conversation info (untrusted metadata):\n```json\n{\n  \"chat_id\": \"telegram:7229867039\",\n  \"message_id\": \"1386\",\n  \"sender_id\": \"7229867039\",\n  \"sender\": \"Raymond\",\n  \"timestamp\": \"Sun 2026-05-03 15:43 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":"d1aea85a","parentId":"6a3aef49","timestamp":"2026-05-03T22:43:16.307Z"}
{"type":"message","id":"7917ed06","parentId":"d1aea85a","timestamp":"2026-05-03T22:43:21.197Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_031e70393029e1c10169f7cf852ed48196a2fc839dae61cb8e\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABp98-IiM140OR8q35KR3zSiacZZffNW-I2wNxrZmG3g7lzzrQKg8Z2xUdI4AXWuJxUKX2t3vpoSb8LV36SoB3pw0gbZWsrubE_dhxZt_eDq3dbCxSuvAfi2hjsHGtnzTzOrnOJpHPEVhDJyjkxMXSH9DfS4xZFi1hFBtl0gPtBK-EtD3RkPXhsFm7nmSMlATyKbs8zvJpKfdmCuTi08O7VcN1v0hiR15KSEjbJj61RnlIrOtO7YbwskpLCLYC9Jm7UP7eZsEQaffcu_CZVq2Kx5oPPHJKPTncmMHo1SVDTZZs7ACQjWlZN1o03TZGPW8yN1rG4FP-P8nsfjZ2gq-6fkTNszEQnLv20RkZV-ObFKg_ddYln76FM0cJQOaAFnkgsIpsnszV2Ie99KdhouKFcW-0oMtw3BsvbkpZATTu7AqJ0G1pjCWy96NxQ3-LlI-zM6DeUQheNRNRPcl1heGiBEOHWn_B2IXiH8kQQ2XB9ylTyCe2SIDZjtCqhNLKKtJdpMjCP6ZyQPdlHgoSSkk53j6pQl3IA0A5hxYB0Jnn8FxUeBCdlee8fIY474dBpyZPpx17XPTFKlZCEbnqupwf2vBAsWQovkWKR0yLe9kAZ4G3dp0P0ETbojTMPeTJjYjGxHykKb-ZIXQknaGvjHFZOFGuEOgNsn8Pq1q8tLk7YbIywLFTdkkjpY7RvMvt_YupWeMtjhRqlw5g2a2YUJQ5zo5vQkf6uizwhyjpES6bgAkE0kal69P4uJC1g7gK-V8F44pj50mKFAsqmK8E0CDWbCUX5T_QnAjLBnQFIWH5lZjrmIRSowZI6p2hrbnQkgBiRiJEeP6fnsdEra89c5iHpUTfT6jP9_xx3bgw75uuYpgvZicauvY6SvUaHurLvO0Xpsdm3Kww5gq97LYwcqZe9hJIzm_4QHmS-9mREVI_ijicVdGToW_AcWDKTubRHeO9-KCOeDxKfcys6BWxYe7SpVk378c8tQY6VWQMXUM2tS0WLpJkZ6Cg7-PxVDa-FJ3NnCLmS-U58rcN1x1WtEn7U_2JAQs7ZtD1DMiOkhleumk6toMiAaKeECCs7iAR7MlWLUtltzWZTJwBt8U75wElP2iWefsqjsg1QOatVmo87JPkU92rFPB42Qr1AS08XmCpNzeD7fy8UKXxSH58a_Q5zQwerfH4oFZH2WKam7bD4VS8cNhWDASkUf013rHKwizRJlghmZrAFX4n2OV3EBIhMaWFaMcQGJX1j-Wl63wX6H2TKiayhrck4yK3Gjqz9094tgIito744SJds3TTS3krCRBLLCgxWzgeMj3gxLZVB8gPpLzcBFDqePZ5E49U4EfFPzq_5gMo0TQGDoj89QYZxsUANWMdF4Oumr60zhk1NcECgq6vvC86psjy12w3t0Drn5DsekqxFRK2ywGXPfX6g24TPOEMu22MXc8MLxJwoQ8dHa8Pm4UJZmPY4R7UjFZPoOjLV_XqFEDoZF-CnLX370__j9mG-vf8aale0YTXcdtKT6bQIxwc6WQy3Q-9_NBqcfn7LycJMOgWYqVEeDBtOr_eaQYquW7mlbD2uXuOJhlQwlI7ojT9wacBRMXBMwtjykaZxt89XpuvfL5VQKepYKbDXcHOUXIWU9_rDOxrXefH5rPS4L9AtmxT5DQedCCfCtydbATzAxLxvbCh7dhoM6iooODcx0y0bHUduHxjP_5Bc2eojrk3q7qLiW2nOsRNrJX6PfTxlSv932AferGh-u42VMQRm96Ayxv3oW_56buEmYdY=\",\"summary\":[]}"},{"type":"text","text":"Bet — I’ll go step by step and stop on the first failure. I’ll also verify OpenClaw config syntax against the local docs before touching config, and I won’t expose the full API key back in chat.","textSignature":"{\"v\":1,\"id\":\"msg_031e70393029e1c10169f7cf8835308196b8e7241f580ee977\",\"phase\":\"commentary\"}"},{"type":"toolCall","id":"call_HodqbGmDC7YzgmgUDIPWQV7A|fc_031e70393029e1c10169f7cf88f0188196b74f8642619614e1","name":"memory_search","arguments":{"query":"OpenClaw multi-model stack OpenRouter MiniMax Qwen llama-server 8081 config providers","maxResults":5,"corpus":"memory"}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.5","usage":{"input":3066,"output":239,"cacheRead":11776,"cacheWrite":0,"totalTokens":15081,"cost":{"input":0.015330000000000002,"output":0.00717,"cacheRead":0.005888,"cacheWrite":0,"total":0.028388000000000004}},"stopReason":"toolUse","timestamp":1777848196307,"responseId":"resp_031e70393029e1c10169f7cf848c80819697968102e3dbc52e"}}
{"type":"message","id":"cb60f10c","parentId":"7917ed06","timestamp":"2026-05-03T22:43:21.553Z","message":{"role":"toolResult","toolCallId":"call_HodqbGmDC7YzgmgUDIPWQV7A|fc_031e70393029e1c10169f7cf88f0188196b74f8642619614e1","toolName":"memory_search","content":[{"type":"text","text":"{\n  \"results\": [\n    {\n      \"id\": \"489343e280ea1d17bf239763d6e32bbdd482d7d23b31fa86c7a9c3b128c54e83\",\n      \"path\": \"MEMORY.md\",\n      \"startLine\": 36,\n      \"endLine\": 46,\n      \"score\": 1,\n      \"textScore\": 0.6332417083571366,\n      \"snippet\": \"- MiniMax alias: `MiniMax -> openrouter/minimax/minimax-m2.7`. Current blocker: OpenRouter auth key returns HTTP 401 `User not found`; model ID itself exists on OpenRouter with 196608 context. Raymond planned to fix OpenRouter/API account/key.\\n- Memory search is functional via builtin text backend but embeddings are unavailable/provider unset; Raymond said to leave memory search as-is for now.\\n- Raymond intentionally allows LAN-bound OpenClaw behind a tight OPNsense firewall; do not “fix” LAN bind/security warnings without asking.\\n- Backup path: `/home/rurouni/backups` is a compatibility symlink to `/backup/rurouni/openclaw-backups` on the dedicated `/backup` drive.\\n- Storage layout: `/` + `\\n\\nSource: MEMORY.md#L36-L46\",\n      \"source\": \"memory\",\n      \"citation\": \"MEMORY.md#L36-L46\",\n      \"corpus\": \"memory\"\n    },\n    {\n      \"id\": \"e658a3bee77faf6b757d0c53f3ca5f10e36afa9d821375b2cf166293e6243aba\",\n      \"path\": \"memory/2026-05-03-memory-summary.md\",\n      \"startLine\": 1,\n      \"endLine\": 41,\n      \"score\": 1,\n      \"textScore\": 0.4946108240428512,\n      \"snippet\": \"# Session: 2026-05-03 14:25:15 PDT\\n\\n- **Session Key**: agent:main:telegram:direct:7229867039\\n- **Session ID**: dbdf66a0-5003-4a0f-906b-dcd444c9c416\\n- **Source**: telegram\\n\\n## Conversation Summary\\n\\nuser: can you tell me my current models my system specs my setup make it compact and to the point\\nuser: can you tell me whats in our memoery fiels\\nassistant: ## Current Memory Files\\n\\n### **MEMORY.md** (Long-term)\\n- **Ruruni identity**: calm digital ronin, terminal homie, technical familiar, loyal second brain 🗡️\\n- **Raymond**: Pacific Time, casual/witty replies, clean commands, privacy-first\\n- **OpenClaw**: GPT-5.5 default (128k context), MiniMax blocked (401 auth)\\n- **Local model**: Qwen3.5-4B-Q8\\n\\nSource: memory/2026-05-03-memory-summary.md#L1-L41\",\n      \"source\": \"memory\",\n      \"citation\": \"memory/2026-05-03-memory-summary.md#L1-L41\",\n      \"corpus\": \"memory\"\n    },\n    {\n      \"id\": \"913de1d5cf2044136dbcd3c6c1ff1d82675556e5ac2243fbb9580459db19c164\",\n      \"path\": \"memory/2026-05-03.md\",\n      \"startLine\": 39,\n      \"endLine\": 46,\n      \"score\": 1,\n      \"textScore\": 0.6377217117985795,\n      \"snippet\": \"- Noted risk/context items without changing them: no host firewall package/rules detected, SSH/nginx/OpenClaw/llama services listen on LAN, Gateway LAN bind is intentional behind OPNsense, OpenClaw auth rate limiting remains unset by user choice for now, `tools.elevated` enabled for Raymond’s Telegram ID, Docker group grants root-equivalent host capability to the `rurouni` user.\\n- Remaining cleanup candidates: orphan transcript `.jsonl` files reported by `openclaw doctor`, optional OpenClaw auth rate limiting, optional host firewall/OPNsense-aligned rules, optional unattended security updates, optional backup snapshot strategy, and optional `smartmontools`/disk health checks.\\n- Raymond appro\\n\\nSource: memory/2026-05-03.md#L39-L46\",\n      \"source\": \"memory\",\n      \"citation\": \"memory/2026-05-03.md#L39-L46\",\n      \"corpus\": \"memory\"\n    },\n    {\n      \"id\": \"df04eae4ce60903fd7bce7aed2f492204605605b3ec44e2cf30b2dbe6cfa7d8a\",\n      \"path\": \"memory/2026-05-03.md\",\n      \"startLine\": 50,\n      \"endLine\": 58,\n      \"score\": 1,\n      \"textScore\": 0.38692530233897615,\n      \"snippet\": \"- Original llama-server command after CUDA fix: `/usr/local/bin/llama-server --model /models/gguf/Qwen3.5-4B-Q8_0.gguf --port 8081 --host 0.0.0.0 --ctx-size 65536 --n-gpu-layers 99 --batch-size 512 --ubatch-size 512 --threads 16 --parallel 1 --cont-batching --cache-type-k q8_0 --cache-type-v q8_0 --log-file /data/logs/llama/server.log`.\\n- Verified after change: llama log showed `n_ctx = 65536`, `new slot, n_ctx = 65536`, API responded on `127.0.0.1:8081`, GPU used ~6GB/11GB VRAM, and OpenClaw status showed Gateway running.\\n\\n## AI storage layout cleanup\\n\\n- Raymond wanted AI server storage cleaned so models, Hugging Face cache, temp files, logs, and OpenClaw data use `/models` and `/data` safe\\n\\nSource: memory/2026-05-03.md#L50-L58\",\n      \"source\": \"memory\",\n      \"citation\": \"memory/2026-05-03.md#L50-L58\",\n      \"corpus\": \"memory\"\n    },\n    {\n      \"id\": \"88bb577423ae1f04187cd5264c55a16fa9871f54bc74fe0b469f87c3d8f2e759\",\n      \"path\": \"memory/2026-05-03.md\",\n      \"startLine\": 45,\n      \"endLine\": 54,\n      \"score\": 1,\n      \"textScore\": 0.627302100893781,\n      \"snippet\": \"- Raymond asked to diagnose why `local` AI caused a compaction loop and why MiniMax failed with “Something went wrong while processing your request.”\\n- MiniMax issue verified in Gateway logs: `openrouter/minimax/minimax-m2.7` fails with HTTP 401 `User not found`; direct OpenRouter key auth check also returned 401. The model ID exists on OpenRouter with 196608 context, so the problem is the configured OpenRouter API key/account, not MiniMax model availability.\\n- Local compaction-loop root cause verified: llama.cpp was launched with `--ctx-size 32768 --parallel 2`, which split context into 16,384-token slots (`n_ctx_slot = 16384`). OpenClaw tried prompts around 21k-22k tokens, triggering repea\\n\\nSource: memory/2026-05-03.md#L45-L54\",\n      \"source\": \"memory\",\n      \"citation\": \"memory/2026-05-03.md#L45-L54\",\n      \"corpus\": \"memory\"\n    }\n  ],\n  \"provider\": \"none\",\n  \"citations\": \"auto\",\n  \"debug\": {\n    \"backend\": \"builtin\",\n    \"effectiveMode\": \"n/a\",\n    \"searchMs\": 297,\n    \"hits\": 5\n  }\n}"}],"details":{"results":[{"id":"489343e280ea1d17bf239763d6e32bbdd482d7d23b31fa86c7a9c3b128c54e83","path":"MEMORY.md","startLine":36,"endLine":46,"score":1,"textScore":0.6332417083571366,"snippet":"- MiniMax alias: `MiniMax -> openrouter/minimax/minimax-m2.7`. Current blocker: OpenRouter auth key returns HTTP 401 `User not found`; model ID itself exists on OpenRouter with 196608 context. Raymond planned to fix OpenRouter/API account/key.\n- Memory search is functional via builtin text backend but embeddings are unavailable/provider unset; Raymond said to leave memory search as-is for now.\n- Raymond intentionally allows LAN-bound OpenClaw behind a tight OPNsense firewall; do not “fix” LAN bind/security warnings without asking.\n- Backup path: `/home/rurouni/backups` is a compatibility symlink to `/backup/rurouni/openclaw-backups` on the dedicated `/backup` drive.\n- Storage layout: `/` + `\n\nSource: MEMORY.md#L36-L46","source":"memory","citation":"MEMORY.md#L36-L46","corpus":"memory"},{"id":"e658a3bee77faf6b757d0c53f3ca5f10e36afa9d821375b2cf166293e6243aba","path":"memory/2026-05-03-memory-summary.md","startLine":1,"endLine":41,"score":1,"textScore":0.4946108240428512,"snippet":"# Session: 2026-05-03 14:25:15 PDT\n\n- **Session Key**: agent:main:telegram:direct:7229867039\n- **Session ID**: dbdf66a0-5003-4a0f-906b-dcd444c9c416\n- **Source**: telegram\n\n## Conversation Summary\n\nuser: can you tell me my current models my system specs my setup make it compact and to the point\nuser: can you tell me whats in our memoery fiels\nassistant: ## Current Memory Files\n\n### **MEMORY.md** (Long-term)\n- **Ruruni identity**: calm digital ronin, terminal homie, technical familiar, loyal second brain 🗡️\n- **Raymond**: Pacific Time, casual/witty replies, clean commands, privacy-first\n- **OpenClaw**: GPT-5.5 default (128k context), MiniMax blocked (401 auth)\n- **Local model**: Qwen3.5-4B-Q8\n\nSource: memory/2026-05-03-memory-summary.md#L1-L41","source":"memory","citation":"memory/2026-05-03-memory-summary.md#L1-L41","corpus":"memory"},{"id":"913de1d5cf2044136dbcd3c6c1ff1d82675556e5ac2243fbb9580459db19c164","path":"memory/2026-05-03.md","startLine":39,"endLine":46,"score":1,"textScore":0.6377217117985795,"snippet":"- Noted risk/context items without changing them: no host firewall package/rules detected, SSH/nginx/OpenClaw/llama services listen on LAN, Gateway LAN bind is intentional behind OPNsense, OpenClaw auth rate limiting remains unset by user choice for now, `tools.elevated` enabled for Raymond’s Telegram ID, Docker group grants root-equivalent host capability to the `rurouni` user.\n- Remaining cleanup candidates: orphan transcript `.jsonl` files reported by `openclaw doctor`, optional OpenClaw auth rate limiting, optional host firewall/OPNsense-aligned rules, optional unattended security updates, optional backup snapshot strategy, and optional `smartmontools`/disk health checks.\n- Raymond appro\n\nSource: memory/2026-05-03.md#L39-L46","source":"memory","citation":"memory/2026-05-03.md#L39-L46","corpus":"memory"},{"id":"df04eae4ce60903fd7bce7aed2f492204605605b3ec44e2cf30b2dbe6cfa7d8a","path":"memory/2026-05-03.md","startLine":50,"endLine":58,"score":1,"textScore":0.38692530233897615,"snippet":"- Original llama-server command after CUDA fix: `/usr/local/bin/llama-server --model /models/gguf/Qwen3.5-4B-Q8_0.gguf --port 8081 --host 0.0.0.0 --ctx-size 65536 --n-gpu-layers 99 --batch-size 512 --ubatch-size 512 --threads 16 --parallel 1 --cont-batching --cache-type-k q8_0 --cache-type-v q8_0 --log-file /data/logs/llama/server.log`.\n- Verified after change: llama log showed `n_ctx = 65536`, `new slot, n_ctx = 65536`, API responded on `127.0.0.1:8081`, GPU used ~6GB/11GB VRAM, and OpenClaw status showed Gateway running.\n\n## AI storage layout cleanup\n\n- Raymond wanted AI server storage cleaned so models, Hugging Face cache, temp files, logs, and OpenClaw data use `/models` and `/data` safe\n\nSource: memory/2026-05-03.md#L50-L58","source":"memory","citation":"memory/2026-05-03.md#L50-L58","corpus":"memory"},{"id":"88bb577423ae1f04187cd5264c55a16fa9871f54bc74fe0b469f87c3d8f2e759","path":"memory/2026-05-03.md","startLine":45,"endLine":54,"score":1,"textScore":0.627302100893781,"snippet":"- Raymond asked to diagnose why `local` AI caused a compaction loop and why MiniMax failed with “Something went wrong while processing your request.”\n- MiniMax issue verified in Gateway logs: `openrouter/minimax/minimax-m2.7` fails with HTTP 401 `User not found`; direct OpenRouter key auth check also returned 401. The model ID exists on OpenRouter with 196608 context, so the problem is the configured OpenRouter API key/account, not MiniMax model availability.\n- Local compaction-loop root cause verified: llama.cpp was launched with `--ctx-size 32768 --parallel 2`, which split context into 16,384-token slots (`n_ctx_slot = 16384`). OpenClaw tried prompts around 21k-22k tokens, triggering repea\n\nSource: memory/2026-05-03.md#L45-L54","source":"memory","citation":"memory/2026-05-03.md#L45-L54","corpus":"memory"}],"provider":"none","citations":"auto","debug":{"backend":"builtin","effectiveMode":"n/a","searchMs":297,"hits":5}},"isError":false,"timestamp":1777848201553}}
{"type":"message","id":"8a64e509","parentId":"cb60f10c","timestamp":"2026-05-03T22:43:25.198Z","message":{"role":"assistant","content":[{"type":"toolCall","id":"call_CdPZ8LHuZyJyVWcsc221VK50|fc_031e70393029e1c10169f7cf8a83308196b7a3c1d27d0d7648","name":"exec","arguments":{"command":"set -euo pipefail\npython3 -m pip install huggingface-hub --break-system-packages 2>/dev/null\nhuggingface-cli download unsloth/Qwen3.5-9B-GGUF --include '*Q5_K_M*' --local-dir /home/rurouni/models/qwen3.5-9b\nls -lh /home/rurouni/models/qwen3.5-9b/*.gguf","workdir":"/home/rurouni","yieldMs":30000,"timeout":3600}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.5","usage":{"input":2536,"output":133,"cacheRead":14336,"cacheWrite":0,"totalTokens":17005,"cost":{"input":0.01268,"output":0.0039900000000000005,"cacheRead":0.007168,"cacheWrite":0,"total":0.023838}},"stopReason":"toolUse","timestamp":1777848201555,"responseId":"resp_031e70393029e1c10169f7cf89de6c8196adefc8d056bb26ac"}}
{"type":"message","id":"3fc6e603","parentId":"8a64e509","timestamp":"2026-05-03T22:43:28.761Z","message":{"role":"toolResult","toolCallId":"call_CdPZ8LHuZyJyVWcsc221VK50|fc_031e70393029e1c10169f7cf8a83308196b7a3c1d27d0d7648","toolName":"exec","content":[{"type":"text","text":"Defaulting to user installation because normal site-packages is not writeable\nCollecting huggingface-hub\n  Using cached huggingface_hub-1.13.0-py3-none-any.whl.metadata (14 kB)\nCollecting filelock>=3.10.0 (from huggingface-hub)\n  Using cached filelock-3.29.0-py3-none-any.whl.metadata (2.0 kB)\nCollecting fsspec>=2023.5.0 (from huggingface-hub)\n  Using cached fsspec-2026.4.0-py3-none-any.whl.metadata (10 kB)\nCollecting hf-xet<2.0.0,>=1.4.3 (from huggingface-hub)\n  Using cached hf_xet-1.4.3-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (4.9 kB)\nCollecting httpx<1,>=0.23.0 (from huggingface-hub)\n  Using cached httpx-0.28.1-py3-none-any.whl.metadata (7.1 kB)\nRequirement already satisfied: packaging>=20.9 in /usr/lib/python3/dist-packages (from huggingface-hub) (25.0)\nCollecting pyyaml>=5.1 (from huggingface-hub)\n  Using cached pyyaml-6.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (2.4 kB)\nCollecting tqdm>=4.42.1 (from huggingface-hub)\n  Using cached tqdm-4.67.3-py3-none-any.whl.metadata (57 kB)\nCollecting typer (from huggingface-hub)\n  Using cached typer-0.25.1-py3-none-any.whl.metadata (15 kB)\nCollecting typing-extensions>=4.1.0 (from huggingface-hub)\n  Using cached typing_extensions-4.15.0-py3-none-any.whl.metadata (3.3 kB)\nCollecting anyio (from httpx<1,>=0.23.0->huggingface-hub)\n  Using cached anyio-4.13.0-py3-none-any.whl.metadata (4.5 kB)\nRequirement already satisfied: certifi in /usr/lib/python3/dist-packages (from httpx<1,>=0.23.0->huggingface-hub) (2025.1.31)\nCollecting httpcore==1.* (from httpx<1,>=0.23.0->huggingface-hub)\n  Using cached httpcore-1.0.9-py3-none-any.whl.metadata (21 kB)\nRequirement already satisfied: idna in /usr/lib/python3/dist-packages (from httpx<1,>=0.23.0->huggingface-hub) (3.10)\nCollecting h11>=0.16 (from httpcore==1.*->httpx<1,>=0.23.0->huggingface-hub)\n  Using cached h11-0.16.0-py3-none-any.whl.metadata (8.3 kB)\nCollecting click>=8.2.1 (from typer->huggingface-hub)\n  Using cached click-8.3.3-py3-none-any.whl.metadata (2.6 kB)\nCollecting shellingham>=1.3.0 (from typer->huggingface-hub)\n  Using cached shellingham-1.5.4-py2.py3-none-any.whl.metadata (3.5 kB)\nCollecting rich>=13.8.0 (from typer->huggingface-hub)\n  Using cached rich-15.0.0-py3-none-any.whl.metadata (18 kB)\nCollecting annotated-doc>=0.0.2 (from typer->huggingface-hub)\n  Using cached annotated_doc-0.0.4-py3-none-any.whl.metadata (6.6 kB)\nCollecting markdown-it-py>=2.2.0 (from rich>=13.8.0->typer->huggingface-hub)\n  Using cached markdown_it_py-4.0.0-py3-none-any.whl.metadata (7.3 kB)\nCollecting pygments<3.0.0,>=2.13.0 (from rich>=13.8.0->typer->huggingface-hub)\n  Using cached pygments-2.20.0-py3-none-any.whl.metadata (2.5 kB)\nCollecting mdurl~=0.1 (from markdown-it-py>=2.2.0->rich>=13.8.0->typer->huggingface-hub)\n  Using cached mdurl-0.1.2-py3-none-any.whl.metadata (1.6 kB)\nUsing cached huggingface_hub-1.13.0-py3-none-any.whl (660 kB)\nUsing cached hf_xet-1.4.3-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (4.2 MB)\nUsing cached httpx-0.28.1-py3-none-any.whl (73 kB)\nUsing cached httpcore-1.0.9-py3-none-any.whl (78 kB)\nUsing cached filelock-3.29.0-py3-none-any.whl (39 kB)\nUsing cached fsspec-2026.4.0-py3-none-any.whl (203 kB)\nUsing cached h11-0.16.0-py3-none-any.whl (37 kB)\nUsing cached pyyaml-6.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (801 kB)\nUsing cached tqdm-4.67.3-py3-none-any.whl (78 kB)\nUsing cached typing_extensions-4.15.0-py3-none-any.whl (44 kB)\nUsing cached anyio-4.13.0-py3-none-any.whl (114 kB)\nUsing cached typer-0.25.1-py3-none-any.whl (58 kB)\nUsing cached annotated_doc-0.0.4-py3-none-any.whl (5.3 kB)\nUsing cached click-8.3.3-py3-none-any.whl (110 kB)\nUsing cached rich-15.0.0-py3-none-any.whl (310 kB)\nUsing cached pygments-2.20.0-py3-none-any.whl (1.2 MB)\nUsing cached markdown_it_py-4.0.0-py3-none-any.whl (87 kB)\nUsing cached mdurl-0.1.2-py3-none-any.whl (10.0 kB)\nUsing cached shellingham-1.5.4-py2.py3-none-any.whl (9.8 kB)\nInstalling collected packages: typing-extensions, tqdm, shellingham, pyyaml, pygments, mdurl, hf-xet, h11, fsspec, filelock, click, anyio, annotated-doc, markdown-it-py, httpcore, rich, httpx, typer, huggingface-hub\n\nSuccessfully installed annotated-doc-0.0.4 anyio-4.13.0 click-8.3.3 filelock-3.29.0 fsspec-2026.4.0 h11-0.16.0 hf-xet-1.4.3 httpcore-1.0.9 httpx-0.28.1 huggingface-hub-1.13.0 markdown-it-py-4.0.0 mdurl-0.1.2 pygments-2.20.0 pyyaml-6.0.3 rich-15.0.0 shellingham-1.5.4 tqdm-4.67.3 typer-0.25.1 typing-extensions-4.15.0\nWarning: `huggingface-cli` is deprecated and no longer works. Use `hf` instead.\n\nHint: `hf` is already installed! Use it directly.\n\nHint: Examples:\n  hf auth login\n  hf download unsloth/gemma-4-31B-it-GGUF\n  hf upload my-cool-model . .\n  hf models ls --search \"gemma\"\n  hf repos ls --format json\n  hf jobs run python:3.12 python -c 'print(\"Hello!\")'\n  hf --help\n\n(Command exited with code 1)"}],"details":{"status":"completed","exitCode":1,"durationMs":3546,"aggregated":"Defaulting to user installation because normal site-packages is not writeable\nCollecting huggingface-hub\n  Using cached huggingface_hub-1.13.0-py3-none-any.whl.metadata (14 kB)\nCollecting filelock>=3.10.0 (from huggingface-hub)\n  Using cached filelock-3.29.0-py3-none-any.whl.metadata (2.0 kB)\nCollecting fsspec>=2023.5.0 (from huggingface-hub)\n  Using cached fsspec-2026.4.0-py3-none-any.whl.metadata (10 kB)\nCollecting hf-xet<2.0.0,>=1.4.3 (from huggingface-hub)\n  Using cached hf_xet-1.4.3-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl.metadata (4.9 kB)\nCollecting httpx<1,>=0.23.0 (from huggingface-hub)\n  Using cached httpx-0.28.1-py3-none-any.whl.metadata (7.1 kB)\nRequirement already satisfied: packaging>=20.9 in /usr/lib/python3/dist-packages (from huggingface-hub) (25.0)\nCollecting pyyaml>=5.1 (from huggingface-hub)\n  Using cached pyyaml-6.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.metadata (2.4 kB)\nCollecting tqdm>=4.42.1 (from huggingface-hub)\n  Using cached tqdm-4.67.3-py3-none-any.whl.metadata (57 kB)\nCollecting typer (from huggingface-hub)\n  Using cached typer-0.25.1-py3-none-any.whl.metadata (15 kB)\nCollecting typing-extensions>=4.1.0 (from huggingface-hub)\n  Using cached typing_extensions-4.15.0-py3-none-any.whl.metadata (3.3 kB)\nCollecting anyio (from httpx<1,>=0.23.0->huggingface-hub)\n  Using cached anyio-4.13.0-py3-none-any.whl.metadata (4.5 kB)\nRequirement already satisfied: certifi in /usr/lib/python3/dist-packages (from httpx<1,>=0.23.0->huggingface-hub) (2025.1.31)\nCollecting httpcore==1.* (from httpx<1,>=0.23.0->huggingface-hub)\n  Using cached httpcore-1.0.9-py3-none-any.whl.metadata (21 kB)\nRequirement already satisfied: idna in /usr/lib/python3/dist-packages (from httpx<1,>=0.23.0->huggingface-hub) (3.10)\nCollecting h11>=0.16 (from httpcore==1.*->httpx<1,>=0.23.0->huggingface-hub)\n  Using cached h11-0.16.0-py3-none-any.whl.metadata (8.3 kB)\nCollecting click>=8.2.1 (from typer->huggingface-hub)\n  Using cached click-8.3.3-py3-none-any.whl.metadata (2.6 kB)\nCollecting shellingham>=1.3.0 (from typer->huggingface-hub)\n  Using cached shellingham-1.5.4-py2.py3-none-any.whl.metadata (3.5 kB)\nCollecting rich>=13.8.0 (from typer->huggingface-hub)\n  Using cached rich-15.0.0-py3-none-any.whl.metadata (18 kB)\nCollecting annotated-doc>=0.0.2 (from typer->huggingface-hub)\n  Using cached annotated_doc-0.0.4-py3-none-any.whl.metadata (6.6 kB)\nCollecting markdown-it-py>=2.2.0 (from rich>=13.8.0->typer->huggingface-hub)\n  Using cached markdown_it_py-4.0.0-py3-none-any.whl.metadata (7.3 kB)\nCollecting pygments<3.0.0,>=2.13.0 (from rich>=13.8.0->typer->huggingface-hub)\n  Using cached pygments-2.20.0-py3-none-any.whl.metadata (2.5 kB)\nCollecting mdurl~=0.1 (from markdown-it-py>=2.2.0->rich>=13.8.0->typer->huggingface-hub)\n  Using cached mdurl-0.1.2-py3-none-any.whl.metadata (1.6 kB)\nUsing cached huggingface_hub-1.13.0-py3-none-any.whl (660 kB)\nUsing cached hf_xet-1.4.3-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (4.2 MB)\nUsing cached httpx-0.28.1-py3-none-any.whl (73 kB)\nUsing cached httpcore-1.0.9-py3-none-any.whl (78 kB)\nUsing cached filelock-3.29.0-py3-none-any.whl (39 kB)\nUsing cached fsspec-2026.4.0-py3-none-any.whl (203 kB)\nUsing cached h11-0.16.0-py3-none-any.whl (37 kB)\nUsing cached pyyaml-6.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (801 kB)\nUsing cached tqdm-4.67.3-py3-none-any.whl (78 kB)\nUsing cached typing_extensions-4.15.0-py3-none-any.whl (44 kB)\nUsing cached anyio-4.13.0-py3-none-any.whl (114 kB)\nUsing cached typer-0.25.1-py3-none-any.whl (58 kB)\nUsing cached annotated_doc-0.0.4-py3-none-any.whl (5.3 kB)\nUsing cached click-8.3.3-py3-none-any.whl (110 kB)\nUsing cached rich-15.0.0-py3-none-any.whl (310 kB)\nUsing cached pygments-2.20.0-py3-none-any.whl (1.2 MB)\nUsing cached markdown_it_py-4.0.0-py3-none-any.whl (87 kB)\nUsing cached mdurl-0.1.2-py3-none-any.whl (10.0 kB)\nUsing cached shellingham-1.5.4-py2.py3-none-any.whl (9.8 kB)\nInstalling collected packages: typing-extensions, tqdm, shellingham, pyyaml, pygments, mdurl, hf-xet, h11, fsspec, filelock, click, anyio, annotated-doc, markdown-it-py, httpcore, rich, httpx, typer, huggingface-hub\n\nSuccessfully installed annotated-doc-0.0.4 anyio-4.13.0 click-8.3.3 filelock-3.29.0 fsspec-2026.4.0 h11-0.16.0 hf-xet-1.4.3 httpcore-1.0.9 httpx-0.28.1 huggingface-hub-1.13.0 markdown-it-py-4.0.0 mdurl-0.1.2 pygments-2.20.0 pyyaml-6.0.3 rich-15.0.0 shellingham-1.5.4 tqdm-4.67.3 typer-0.25.1 typing-extensions-4.15.0\nWarning: `huggingface-cli` is deprecated and no longer works. Use `hf` instead.\n\nHint: `hf` is already installed! Use it directly.\n\nHint: Examples:\n  hf auth login\n  hf download unsloth/gemma-4-31B-it-GGUF\n  hf upload my-cool-model . .\n  hf models ls --search \"gemma\"\n  hf repos ls --format json\n  hf jobs run python:3.12 python -c 'print(\"Hello!\")'\n  hf --help\n\n(Command exited with code 1)","cwd":"/home/rurouni"},"isError":false,"timestamp":1777848208760}}
{"type":"message","id":"ffe5c3e0","parentId":"3fc6e603","timestamp":"2026-05-03T22:43:33.322Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"","thinkingSignature":"{\"id\":\"rs_031e70393029e1c10169f7cf91c58c8196ba7e5edf7da7aa84\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABp98-UK9Z-gKJ_ffbkRr-ifqfOM3eWb8BiRnaY9eN6Evdpg06tZ5nvW50j_BhAqsa2mHH_Y2iC9901f6AUMCJKfYO89ing6gJj-cCrsB47M4TYQqMO_1HFA76zdfQk5573gfPw7dLTny_3oP8IBQy7TxrLzQzdFv-nIiPEGTlU27eJVmGxcXXxqLUjwDUaFEXvHAnD-rw-N6ZhIJtXHwGyfnyXlLW-41L-l6ZMvr58f4iDD-RFtUxNWSnxkIvMx7gp9Ybj-w5NiO2xBFttRjesDm5j9kdiYvZmKR8IkUHqytKl28zW2noBptAy1zGcA450JJxKYfU-LsqIyRNGyKUbqM5SzlZNKQU5BxAriJRxs-tTSd5d4AnhiWX1GNIOkVyey4P8uhWAfRYf7Y7sFWcThD6YEIzPYJPO_GvlgXSgMhRi69XoWw2m2-zgRoGsfkw7VKGqH5bzUFY6fZV_nVakeBuF_sbhbNxOkoAiY8IBV-XeKSOOh50CYoR9CjgJ-OCDpyAeDPiNokP-lcxiycZsMrJDeuPlgFbNUt7uuxj3OO7z-3vAB8_fDRLgJOQocHarzl_yt4qQnubcGZeYbN3kwkIyBREw9yAWKWtXyKVc9MQ8ADQvGIajuOU_nFBpRagiJqYOOLcWvuTrNGqeGjzc4efW5e60_snDeO2kyNOuwDz-G9Eq3jiqB72IiTZ3rI6wGClSo6Rz5bCKRnYR5L2Mcfsqzh-piz6byk3T4J5OwdyZEdl_sUSGu05HhMZW5PeMpCY2iaSVRDf4WSZtPtr67sMjFJwPOIAoM3b1GU9vAJHFupiacnWNhB8B-vGjzOM_A1J80VBhlDFe1WwC4yBvlvs2IAnoFkBgFukjNfWnBgwQVJXICzlXt6iblMH1hAYrdNJS8mCw83p8_5ws6UC5KBVo2oYNrtMmTy2DENKk2NdWtWkLlbEOProZeyC10N3j-iOdghL_f5kYLJiMqFFvzm7uoA95BtvPDMbC_YreuHT8vX4MuuwEpiLcdJA55x6yuYGKhfqgsCNv99ozIt858-dsgkXloS5-7uoel7jrUtKOMMFdkROdt7YBJw-E_S-Ux1pY482H-c5U5_ALFXEJVQOgsMOS7C-dyT9b98ItNjmgmaFNwLJOxGSDV_KzGvxiGF22gm-_V6Jm2usG2cMA1Z3TnZv74cnCulZC9eSvqE_fcTEB0-87NJOVx-sU-aY7H6pGRXwNX7R0KTdb_67wcHkPGkVJDzCL7BGCHbuPZttqoGoFjvmc-3lxxn6uewth8MVulM_FjM4hvOX8cCpXFkL_bmdbpV5tMp162cwsdfpzCIaZseKrHG6DS7JuiBS0KcggsrST_BqXmUBmPRoYz-Z430nfdYw4OsDxP7MNwb3o0ue5A-mL8h22-x1MMuzA1yADPG3hGgfm9lJLeC-kExZxy_rODsW0z8O1cQveLbyF2QG4I-lKctEAJG83Z9rCw9NovJU56pDSSX_y5PHjqfL6mBt4GSI5YZTOnquEwojTUiv3MmG8OXL6bak0TsY9uotrfYtHDW3sT4831XFx33ovlQB2_D_YBcawp-_DOnsTa4dBw9fdLLgf_afHZUMprcvS9kdkTe_sz4Z1MZtAj51yqDp-n4_vBfEDZ0N7kiT3xu9iF8RYPKtrkFOEdKQyn4jP\",\"summary\":[]}"},{"type":"text","text":"Stopped at **Step 1** — failure.\n\n`pip install huggingface-hub` succeeded, but:\n\n```bash\nhuggingface-cli download unsloth/Qwen3.5-9B-GGUF ...\n```\n\nfailed because this installed version says:\n\n```text\nWarning: `huggingface-cli` is deprecated and no longer works. Use `hf` instead.\n```\n\nNo GGUF file was downloaded/listed yet.\n\nClean replacement command should be:\n\n```bash\nhf download unsloth/Qwen3.5-9B-GGUF \\\n  --include \"*Q5_K_M*\" \\\n  --local-dir /home/rurouni/models/qwen3.5-9b\n```\n\nWant me to continue with the corrected `hf download` command?","textSignature":"{\"v\":1,\"id\":\"msg_031e70393029e1c10169f7cf9405a8819689976c2a463927ea\",\"phase\":\"final_answer\"}"}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.5","usage":{"input":2538,"output":285,"cacheRead":16384,"cacheWrite":0,"totalTokens":19207,"cost":{"input":0.012690000000000002,"output":0.00855,"cacheRead":0.008192,"cacheWrite":0,"total":0.029432}},"stopReason":"stop","timestamp":1777848208764,"responseId":"resp_031e70393029e1c10169f7cf910d08819694c78d5c09762801"}}