# agent:main:main > Exported from PinchChat on 2026-03-25 00:19:41 UTC ## ๐Ÿค– Assistant โ€” Mar 24, 2026, 4:56 PM
๐Ÿ’ญ Thinking
Iโ€™m checking MetaClaw logs and recent records for actual invocation traces of the evolver capability. **๐Ÿ”ง Tool: `exec`** ```json { "command": "grep -Rni -I -m 200 -E 'skill_evolver|evolver|evolution' /home/node/.openclaw/workspace/.openclaw /home/node/.openclaw/workspace/.metaclaw-home /home/node/.openclaw/workspace/tools/MetaClaw 2>/dev/null | head -n 200", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "find /home/node/.openclaw/workspace/.metaclaw-home -maxdepth 3 -type f | head -n 200", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000 } ```
๐Ÿ“‹ Result ``` acquisition is notable because uv/Ruff/ty are exactly the kinds of tools agents need to operate inside real Python workflows, not just generate snippets.\\\\n- Open-source/computer-use work is still advancing, but most of it looks โ€œwatchโ€ rather than โ€œadopt now.โ€ Holotron-12B is interesting for throughput-bound computer-use workloads, but it looks more like a systems/perf signal than a general workflow breakthrough yet.\\\\n- For practical workflows, the high-signal takeaway is to build agents around explicit verification, typed/tool-native workflows, and model routing by task size. Donโ€™t use one frontier model for everything.\\\\n- There was little genuinely important DDD/TDD-specific news. The meaningful connection is indirect: the ecosystem is converging on agent workflows that will reward strong tests, explicit boundaries, and machine-checkable domain constraints.\\\\n\\\\n2) Major Releases\\\\n- Claude Opus 4.6\\\\n - What happened: Anthropic upgraded Opus with stronger coding, longer agentic task performance, beta 1M-token context, adaptive thinking/effort controls, and stronger benchmark claims across agentic coding and reasoning.\\\\n - Why it matters: This is another push toward โ€œagent supervisorโ€ models that can sustain longer workflows and coordinate tool use, not just answer prompts.\\\\n - Confidence / โ€ฆ\\\",\\n \\\"runAtMs\\\": 1774235465614,\\n \\\"durationMs\\\": 143069,\\n \\\"nextRunAtMs\\\": 1774321200000,\\n \\\"model\\\": \\\"gpt-5.4\\\",\\n \\\"provider\\\": \\\"openai-codex\\\",\\n \\\"usage\\\": {\\n \\\"input_tokens\\\": 31926,\\n \\\"output_tokens\\\": 4782,\\n \\\"total_tokens\\\": 36431\\n },\\n \\\"delivered\\\": true,\\n \\\"deliveryStatus\\\": \\\"delivered\\\",\\n \\\"sessionId\\\": \\\"70955e52-058f-4e88-8db9-b83669f504bc\\\",\\n \\\"sessionKey\\\": \\\"agent:main:cron:32b48d12-dc27-4c0c-9a31-8ac05e56f9e1:run:70955e52-058f-4e88-8db9-b83669f504bc\\\"\\n }\\n ],\\n \\\"total\\\": 2,\\n \\\"offset\\\": 0,\\n \\\"limit\\\": 50,\\n \\\"hasMore\\\": false,\\n \\\"nextOffset\\\": null\\n}\"}], \"details\": {\"entries\": [{\"ts\": 1774321597439, \"jobId\": \"32b48d12-dc27-4c0c-9a31-8ac05e56f9e1\", \"action\": \"finished\", \"status\": \"ok\", \"summary\": \"1) Executive Summary\\n- The strongest practical signal is continued fragmentation of โ€œbest modelโ€ workflows into orchestration stacks: larger frontier models plan/judge, while faster cheaper minis/nanos execute subtasks. OpenAIโ€™s GPT-5.4 mini/nano release and GitHub Copilotโ€™s widening multi-model support both point the same way.\\n- AI coding is getting more governable, not just more capable. OpenAI described internal monitoring for coding-agent misalignment, while GitHub shipped commit-to-session-log traceability and better model-level usage attribution. Auditability is becoming a product surface.\\n- Security posture around agents is shifting from static scans toward context-aware validation. OpenAIโ€™s Codex Security positioning argues for repo-aware reasoning over classic SAST-only pipelines. Whether or not the claim fully holds, the direction is clear: less โ€œlint-likeโ€ detection, more system-level security reasoning.\\n- Prompting/steering signal remains high: OpenAIโ€™s recent instruction-hierarchy work plus prompt-injection defenses for agents reinforce that reliable delegation now depends more on instruction trust structure and constrained action design than on clever prompt phrasing alone.\\n- On the research side, the most relevant fresh papers are less about flashy new capabilities and more about controllability and efficiency: structured reasoning for spatial editing, controllable response-duration training for spoken agents, and faster world-model inference via caching.\\n- Net takeaway: care about agent architecture, traceability, and eval/audit loops. Ignore most isolated โ€œmodel is smarterโ€ chatter unless it comes with workflow evidence.\\n\\n2) Major Releases\\n- GPT-5.4 mini and nano (OpenAI, Mar 17)\\n - What happened: OpenAI released smaller GPT-5.4 variants aimed at coding, tool use, multimodal reasoning, and sub-agent workloads. Claimed mini is >2x faster than GPT-5 mini and materially better on SWE-Bench Pro, Terminal-Bench 2.0, Toolathlon, GPQA, and OSWorld-Verifieโ€ฆ\", \"runAtMs\": 1774321417965, \"durationMs\": 179469, \"nextRunAtMs\": 1774407600000, \"model\": \"gpt-5.4\", \"provider\": \"openai-codex\", \"usage\": {\"input_tokens\": 43813, \"output_tokens\": 5004, \"total_tokens\": 47952}, \"delivered\": true, \"deliveryStatus\": \"delivered\", \"sessionId\": \"9edc0ebe-f279-4aa0-b90e-7fb0b40b3ddc\", \"sessionKey\": \"agent:main:cron:32b48d12-dc27-4c0c-9a31-8ac05e56f9e1:run:9edc0ebe-f279-4aa0-b90e-7fb0b40b3ddc\"}, {\"ts\": 1774235608695, \"jobId\": \"32b48d12-dc27-4c0c-9a31-8ac05e56f9e1\", \"action\": \"finished\", \"status\": \"ok\", \"summary\": \"Daily AI brief for Sia โ€” Mon 2026-03-23\\n\\n1) Executive Summary\\n- T ```
๐Ÿ“‹ Result ``` /home/node/.openclaw/workspace/.metaclaw-home/.metaclaw/config.yaml /home/node/.openclaw/workspace/.metaclaw-home/.metaclaw/metaclaw.pid /home/node/.openclaw/workspace/.metaclaw-home/records/conversations.jsonl /home/node/.openclaw/workspace/.metaclaw-home/records/prm_scores.jsonl ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 1:57 AM **๐Ÿ”ง Tool: `process`** ```json { "action": "poll", "sessionId": "tide-cove", "timeout": 1000 } ```
๐Ÿ“‹ Result ``` (no new output) Process still running. ```
--- ## ๐Ÿค– Assistant โ€” Mar 24, 2026, 4:56 PM
๐Ÿ’ญ Thinking **Inspecting configuration and history** I need to provide an answer succinctly. It looks like I haven't found any concrete recent invocations. I should probably inspect the configuration and history paths in the log. Perhaps I can perform a specific read on the configuration file and check if the evolution_history.jsonl exists. This might help verify where things are going wrong. Letโ€™s see what I can uncover by diving deeper into those details!
**๐Ÿ”ง Tool: `exec`** ```json { "command": "find /home/node/.openclaw/workspace/.metaclaw-home -path '*evolution_history.jsonl' -o -name '*evolution*' 2>/dev/null | head -n 50", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "grep -Rni -I -m 100 -E '\\[SkillEvolver\\]|enable_skill_evolution|auto_evolve|evolution_history' /home/node/.openclaw/workspace/.metaclaw-home /home/node/.openclaw/workspace/.openclaw 2>/dev/null | head -n 100", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000 } ```
๐Ÿ“‹ Result ``` (no output) ```
๐Ÿ“‹ Result ``` /home/node/.openclaw/workspace/.metaclaw-home/.metaclaw/config.yaml:18: auto_evolve: true ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:02 AM
๐Ÿ’ญ Thinking **Considering config patching** I'm thinking that I need to create a config.patch, possibly using a raw patch in string format. It seems like the raw field might contain HJSON, but since config.patch merges, Iโ€™ll likely need to send the patch object in raw form. So, I think Iโ€™ll use the gateway to create config.patch, including the raw data as a JSON string, plus the baseHash to ensure everything works correctly.
**๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.patch", "baseHash": "63b9d56f3605cf30755a0c61af5bc2d20b34131e546c4b6604e13b13d1cddd60", "raw": "{\n plugins: {\n entries: {\n 'lossless-claw': {\n enabled: true,\n config: {\n freshTailCount: 32,\n contextThreshold: 0.75,\n incrementalMaxDepth: -1,\n ignoreSessionPatterns: ['agent:*:cron:**'],\n statelessSessionPatterns: ['agent:*:subagent:**'],\n skipStatelessSessions: true\n }\n }\n }\n }\n}", "note": "Configured lossless-claw with recommended defaults for this setup and left summary model on the only currently configured model." } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "ok": true, "path": "/home/node/.openclaw/openclaw.json", "config": { "meta": { "lastTouchedVersion": "2026.3.13", "lastTouchedAt": "2026-03-24T23:56:42.714Z" }, "models": { "providers": { "metaclaw": { "baseUrl": "http://127.0.0.1:30000/v1", "apiKey": "__OPENCLAW_REDACTED__", "api": "openai-completions", "models": [ { "id": "gpt-5.4", "name": "gpt-5.4", "api": "openai-completions", "reasoning": true, "input": [ "text" ], "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 }, "contextWindow": 32768, "maxTokens": 8192 } ] } } }, "agents": { "defaults": { "model": { "primary": "openai-codex/gpt-5.4" }, "compaction": { "mode": "safeguard" }, "maxConcurrent": 4, "subagents": { "maxConcurrent": 8 } } }, "tools": { "profile": "full", "web": { "fetch": { "firecrawl": { "enabled": true, "baseUrl": "https://api.firecrawl.dev", "onlyMainContent": true, "maxAgeMs": 86400000, "timeoutSeconds": 60 } } }, "elevated": { "enabled": true }, "exec": { "host": "gateway", "security": "full" }, "fs": { "workspaceOnly": false } }, "messages": { "ackReactionScope": "group-mentions" }, "commands": { "native": "auto", "nativeSkills": "auto", "restart": true, "ownerDisplay": "raw" }, "session": { "dmScope": "per-channel-peer" }, "channels": { "telegram": { "enabled": true, "dmPolicy": "pairing", "botToken": "__OPENCLAW_REDACTED__", "groups": { "*": { "requireMention": true } }, "groupPolicy": "allowlist", "streaming": "partial" } }, "gateway": { "mode": "local", "bind": "lan", "controlUi": { "allowedOrigins": [ "http://localhost:18789", "http://127.0.0.1:18789", "http://localhost:18790", "http://127.0.0.1:18790" ] } }, "plugins": { "load": { "paths": [ "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "/home/node/.openclaw/workspace/tools/lossless-claw" ] }, "entries": { "open-prose": { "enabled": true }, "llm-task": { "enabled": true, "config": { "defaultProvider": "openai-codex", "defaultModel": "gpt-5.4", "defaultAuthProfileId": "openai-codex:default", "allowedModels": [ "openai-codex/gpt-5.4" ], "maxTokens": 800, "timeoutMs": 30000 } }, "metaclaw-hooks": { "enabled": true }, "lossless-claw": { "enabled": true, "config": { "freshTailCount": 32, "contextThreshold": 0.75, "incrementalMaxDepth": -1, "ignoreSessionPatterns": [ "agent:*:cron:**" ], "statelessSessionPatterns": [ "agent:*:subagent:**" ], "skipStatelessSessions": true } } }, "installs": { "metaclaw-hooks": { "source": "path", "sourcePath": "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "installPath": "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "version": "0.1.0", "installedAt": "2026-03-22T16:19:13.013Z" }, "lossless-claw": { "source": "path", "sourcePath": "/home/node/.openclaw/workspace/tools/lossless-claw", "installPath": "/home/node/.openclaw/workspace/tools/lossless-claw", "version": "0.5.1", "installedAt": "2026-03-24T23:56:41.885Z" } } } }, "restart": { "ok": true, "pid": 7, "signal": "SIGUSR1", "delayMs": 2000, "reason": "config.patch", "mode": "emit", "coalesced": false, "cooldownMsApplied": 0 }, "sentinel": { "path": "/home/no ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 1:57 AM
๐Ÿ’ญ Thinking **Considering gateway restart** Iโ€™m thinking that maybe we don't need to restart the gateway if the plugin list is already loaded. It seems like the CLI might load the config separately. However, if the installer notes say that the gateway needs a restart to load plugins, then it sounds like we should proceed with the gateway restart tool. I wonder if I need to include a note, but it looks like the restart tool doesnโ€™t require one. Let's just go ahead and do the gateway restart.
**๐Ÿ”ง Tool: `gateway`** ```json { "action": "restart", "reason": "Activate linked lossless-claw plugin after installation", "delayMs": 0, "timeoutMs": 120000 } ```
๐Ÿ“‹ Result ``` { "ok": true, "pid": 7, "signal": "SIGUSR1", "delayMs": 0, "reason": "Activate linked lossless-claw plugin after installation", "mode": "emit", "coalesced": false, "cooldownMsApplied": 0 } ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 1:57 AM
๐Ÿ’ญ Thinking **Considering plugin configurations** I think maybe the config has a default summary model, which could be the more expensive gpt5.4. Perhaps I should mention the option to pin a cheaper model. It might be worth checking the plugin slots to see if the plugin installer is already set up. I could verify this using config.get to avoid overcomplicating things. Maybe I should execute a command to check the plugin slots in the openclaw config?
**๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw config get plugins.slots.contextEngine && openclaw config get plugins.entries.lossless-claw.enabled", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw health", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` Config path not found: plugins.slots.contextEngine (Command exited with code 1) ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m Telegram: ok (@IIXXI_Claw_bot) (1051ms) Agents: main (default) Heartbeat interval: 30m (main) Session store (main): /home/node/.openclaw/agents/main/sessions/sessions.json (12 entries) - agent:main:main (2m ago) - agent:main:webchat-1774369948830 (372m ago) - agent:main:webchat-1774369461846 (448m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64 (508m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64:run:dc813ede-3487-4c5f-910f-7cc30fe3e81b (508m ago) ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 1:56 AM
๐Ÿ’ญ Thinking **Installing plugins** I need to install something, possibly by using the command `openclaw plugins install --link`. Since there are some config changes involved, and the user has asked for setup confirmation, I need to make sure I manage that properly. It might also help to check the plugin listing or status first, so I'll do that command as well. Making sure everything goes smoothly is important!
**๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw plugins install --link /home/node/.openclaw/workspace/tools/lossless-claw", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 180 } ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts). Set plugins.allow to explicit trusted ids.[39m โ”‚ โ—‡ Doctor warnings โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - channels.telegram.groupPolicy is "allowlist" but groupAllowFrom (and โ”‚ โ”‚ allowFrom) is empty โ€” all group messages will be silently dropped. โ”‚ โ”‚ Add sender IDs to channels.telegram.groupAllowFrom or โ”‚ โ”‚ channels.telegram.allowFrom, or set groupPolicy to "open". โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [31mlossless-claw failed to load from /home/node/.openclaw/workspace/tools/lossless-claw/index.ts: Error: Cannot find module '@sinclair/typebox'[39m [31mRequire stack:[39m [31m- /home/node/.openclaw/workspace/tools/lossless-claw/src/tools/lcm-describe-tool.ts[39m Config overwrite: /home/node/.openclaw/openclaw.json (sha256 a213a85eba751e871283fd04ba3dd35004cd427b87c78296109ea85eb26091f4 -> 63b9d56f3605cf30755a0c61af5bc2d20b34131e546c4b6604e13b13d1cddd60, backup=/home/node/.openclaw/openclaw.json.bak) Linked plugin path: ~/.openclaw/workspace/tools/lossless-claw Restart the gateway to load plugins. ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 1:57 AM
๐Ÿ’ญ Thinking **Considering plugin configurations** I think maybe the config has a default summary model, which could be the more expensive gpt5.4. Perhaps I should mention the option to pin a cheaper model. It might be worth checking the plugin slots to see if the plugin installer is already set up. I could verify this using config.get to avoid overcomplicating things. Maybe I should execute a command to check the plugin slots in the openclaw config?
**๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw config get plugins.slots.contextEngine && openclaw config get plugins.entries.lossless-claw.enabled", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw health", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` Config path not found: plugins.slots.contextEngine (Command exited with code 1) ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m Telegram: ok (@IIXXI_Claw_bot) (1051ms) Agents: main (default) Heartbeat interval: 30m (main) Session store (main): /home/node/.openclaw/agents/main/sessions/sessions.json (12 entries) - agent:main:main (2m ago) - agent:main:webchat-1774369948830 (372m ago) - agent:main:webchat-1774369461846 (448m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64 (508m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64:run:dc813ede-3487-4c5f-910f-7cc30fe3e81b (508m ago) ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:06 AM
๐Ÿ’ญ Thinking
Found the key detail: `models list` was only showing the **configured** catalog by default. Thereโ€™s an `--all` view. Iโ€™m checking the full OpenAI Codex catalog now before making any config changes. **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --all --provider openai-codex --plain", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --all --plain | grep '^openai-codex/' || true", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m openai-codex/gpt-5.1 openai-codex/gpt-5.1-codex-max openai-codex/gpt-5.1-codex-mini openai-codex/gpt-5.2 openai-codex/gpt-5.2-codex openai-codex/gpt-5.3-codex openai-codex/gpt-5.3-codex-spark openai-codex/gpt-5.4 ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m openai-codex/gpt-5.1 openai-codex/gpt-5.1-codex-max openai-codex/gpt-5.1-codex-mini openai-codex/gpt-5.2 openai-codex/gpt-5.2-codex openai-codex/gpt-5.3-codex openai-codex/gpt-5.3-codex-spark openai-codex/gpt-5.4 ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:06 AM
๐Ÿ’ญ Thinking
Found the key detail: `models list` was only showing the **configured** catalog by default. Thereโ€™s an `--all` view. Iโ€™m checking the full OpenAI Codex catalog now before making any config changes. **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --all --provider openai-codex --plain", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --all --plain | grep '^openai-codex/' || true", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m openai-codex/gpt-5.1 openai-codex/gpt-5.1-codex-max openai-codex/gpt-5.1-codex-mini openai-codex/gpt-5.2 openai-codex/gpt-5.2-codex openai-codex/gpt-5.3-codex openai-codex/gpt-5.3-codex-spark openai-codex/gpt-5.4 ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m openai-codex/gpt-5.1 openai-codex/gpt-5.1-codex-max openai-codex/gpt-5.1-codex-mini openai-codex/gpt-5.2 openai-codex/gpt-5.2-codex openai-codex/gpt-5.3-codex openai-codex/gpt-5.3-codex-spark openai-codex/gpt-5.4 ```
--- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:09 AM System: [2026-03-25 02:09:09 GMT+2] Gateway restart config-patch ok (config.patch) System: Expanded llm-task allowedModels to the full available OpenAI Codex catalog while keeping gpt-5.4 as default, so internal workflows and heartbeats can use lighter models when appropriate. System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:09 GMT+2] yes --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 1:56 AM
๐Ÿ’ญ Thinking **Setting up Openclaw** I need to set up the Openclaw environment, likely using a plugin installer. First, I'll check the Openclaw status and possibly the configuration. I might need to refer to local documentation, but the quick start from the repo might suffice. Cloning the repo seems essential, and then I'll probably need to install the linked plugin. I'll also verify if the Openclaw command is available. Let's get started by cloning the repo!
Reality check first: this is an OpenClaw plugin, and the cleanest path is usually `openclaw plugins install` rather than hand-editing files. Iโ€™ll clone it locally, inspect the package, then install it in linked mode so itโ€™s easy to update. **๐Ÿ”ง Tool: `exec`** ```json { "command": "git clone https://github.com/Martian-Engineering/lossless-claw.git tools/lossless-claw", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw --help", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 60 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "node -v && pnpm -v 2>/dev/null || true", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 60 } ```
๐Ÿ“‹ Result ``` Cloning into 'tools/lossless-claw'... ```
๐Ÿ“‹ Result ``` ๐Ÿฆž OpenClaw 2026.3.13 (unknown) โ€” Open source means you can see exactly how I judge your config. Usage: openclaw [options] [command] Options: --dev Dev profile: isolate state under ~/.openclaw-dev, default gateway port 19001, and shift derived ports (browser/canvas) -h, --help Display help for command --log-level Global log level override for file + console (silent|fatal|error|warn|info|debug|trace) --no-color Disable ANSI colors --profile Use a named profile (isolates OPENCLAW_STATE_DIR/OPENCLAW_CONFIG_PATH under ~/.openclaw-) -V, --version output the version number Commands: Hint: commands suffixed with * have subcommands. Run --help for details. acp * Agent Control Protocol tools agent Run one agent turn via the Gateway agents * Manage isolated agents (workspaces, auth, routing) approvals * Manage exec approvals (gateway or node host) backup * Create and verify local backup archives for OpenClaw state browser * Manage OpenClaw's dedicated browser (Chrome/Chromium) channels * Manage connected chat channels (Telegram, Discord, etc.) clawbot * Legacy clawbot command aliases completion Generate shell completion script config * Non-interactive config helpers (get/set/unset/file/validate). Default: starts setup wizard. configure Interactive setup wizard for credentials, channels, gateway, and agent defaults cron * Manage cron jobs via the Gateway scheduler daemon * Gateway service (legacy alias) dashboard Open the Control UI with your current token devices * Device pairing + token management directory * Lookup contact and group IDs (self, peers, groups) for supported chat channels dns * DNS helpers for wide-area discovery (Tailscale + CoreDNS) docs Search the live OpenClaw docs doctor Health checks + quick fixes for the gateway and channels gateway * Run, inspect, and query the WebSocket Gateway health Fetch health from the running gateway help Display help for command hooks * Manage internal agent hooks logs Tail gateway file logs via RPC memory * Search and reindex memory files message * Send, read, and manage messages models * Discover, scan, and configure models node * Run and manage the headless node host service nodes * Manage gateway-owned node pairing and node commands onboard Interactive onboarding wizard for gateway, workspace, and skills pairing * Secure DM pairing (approve inbound requests) plugins * Manage OpenClaw plugins and extensions qr Generate iOS pairing QR/setup code reset Reset local config/state (keeps the CLI installed) sandbox * Manage sandbox containers for agent isolation secrets * Secrets runtime reload controls security * Security tools and local config audits sessions * List stored conversation sessions setup Initialize local config and agent workspace skills * List and inspect available skills status Show channel health and recent session recipients system * System events, heartbeat, and presence tui Open a terminal UI connected to the Gateway uninstall Uninstall the gateway service + local data (CLI remains) update * Update OpenClaw and inspect update channel status webhooks * Webhook helpers and integrations Examples: openclaw models --help Show detailed help for the models command. openclaw channels login --verbose Link personal WhatsApp Web and show QR + connection logs. openclaw message send --target +15555550123 --message "Hi" --json Send via your web session and print JSON result. openclaw gateway --port 18789 Run the WebSocket Gateway locally. openclaw --dev gateway Run a dev Gateway (isolated state/config) on ws://127.0.0.1:19001. openclaw gateway --force Kill anything bound to the default gateway port, then start it. openclaw gateway ... Gateway control via WebSocket. openclaw agent --to +15555550123 --message "Run summary" --deliver Talk directly to the agent using the Gateway; optionally send the WhatsApp reply. openclaw message send --channel telegram --target @mychat --message "Hi" Send via your Telegram bot. Docs: ```
๐Ÿ“‹ Result ``` v24.14.0 10.23.0 ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 1:56 AM
๐Ÿ’ญ Thinking **Installing plugins** I need to install something, possibly by using the command `openclaw plugins install --link`. Since there are some config changes involved, and the user has asked for setup confirmation, I need to make sure I manage that properly. It might also help to check the plugin listing or status first, so I'll do that command as well. Making sure everything goes smoothly is important!
**๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw plugins install --link /home/node/.openclaw/workspace/tools/lossless-claw", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 180 } ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts). Set plugins.allow to explicit trusted ids.[39m โ”‚ โ—‡ Doctor warnings โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - channels.telegram.groupPolicy is "allowlist" but groupAllowFrom (and โ”‚ โ”‚ allowFrom) is empty โ€” all group messages will be silently dropped. โ”‚ โ”‚ Add sender IDs to channels.telegram.groupAllowFrom or โ”‚ โ”‚ channels.telegram.allowFrom, or set groupPolicy to "open". โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [31mlossless-claw failed to load from /home/node/.openclaw/workspace/tools/lossless-claw/index.ts: Error: Cannot find module '@sinclair/typebox'[39m [31mRequire stack:[39m [31m- /home/node/.openclaw/workspace/tools/lossless-claw/src/tools/lcm-describe-tool.ts[39m Config overwrite: /home/node/.openclaw/openclaw.json (sha256 a213a85eba751e871283fd04ba3dd35004cd427b87c78296109ea85eb26091f4 -> 63b9d56f3605cf30755a0c61af5bc2d20b34131e546c4b6604e13b13d1cddd60, backup=/home/node/.openclaw/openclaw.json.bak) Linked plugin path: ~/.openclaw/workspace/tools/lossless-claw Restart the gateway to load plugins. ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 1:57 AM
๐Ÿ’ญ Thinking **Considering gateway restart** Iโ€™m thinking that maybe we don't need to restart the gateway if the plugin list is already loaded. It seems like the CLI might load the config separately. However, if the installer notes say that the gateway needs a restart to load plugins, then it sounds like we should proceed with the gateway restart tool. I wonder if I need to include a note, but it looks like the restart tool doesnโ€™t require one. Let's just go ahead and do the gateway restart.
**๐Ÿ”ง Tool: `gateway`** ```json { "action": "restart", "reason": "Activate linked lossless-claw plugin after installation", "delayMs": 0, "timeoutMs": 120000 } ```
๐Ÿ“‹ Result ``` { "ok": true, "pid": 7, "signal": "SIGUSR1", "delayMs": 0, "reason": "Activate linked lossless-claw plugin after installation", "mode": "emit", "coalesced": false, "cooldownMsApplied": 0 } ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 1:57 AM
๐Ÿ’ญ Thinking **Considering plugin configurations** I think maybe the config has a default summary model, which could be the more expensive gpt5.4. Perhaps I should mention the option to pin a cheaper model. It might be worth checking the plugin slots to see if the plugin installer is already set up. I could verify this using config.get to avoid overcomplicating things. Maybe I should execute a command to check the plugin slots in the openclaw config?
**๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw config get plugins.slots.contextEngine && openclaw config get plugins.entries.lossless-claw.enabled", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw health", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` Config path not found: plugins.slots.contextEngine (Command exited with code 1) ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m Telegram: ok (@IIXXI_Claw_bot) (1051ms) Agents: main (default) Heartbeat interval: 30m (main) Session store (main): /home/node/.openclaw/agents/main/sessions/sessions.json (12 entries) - agent:main:main (2m ago) - agent:main:webchat-1774369948830 (372m ago) - agent:main:webchat-1774369461846 (448m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64 (508m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64:run:dc813ede-3487-4c5f-910f-7cc30fe3e81b (508m ago) ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:06 AM
๐Ÿ’ญ Thinking
Found the key detail: `models list` was only showing the **configured** catalog by default. Thereโ€™s an `--all` view. Iโ€™m checking the full OpenAI Codex catalog now before making any config changes. **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --all --provider openai-codex --plain", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --all --plain | grep '^openai-codex/' || true", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m openai-codex/gpt-5.1 openai-codex/gpt-5.1-codex-max openai-codex/gpt-5.1-codex-mini openai-codex/gpt-5.2 openai-codex/gpt-5.2-codex openai-codex/gpt-5.3-codex openai-codex/gpt-5.3-codex-spark openai-codex/gpt-5.4 ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m openai-codex/gpt-5.1 openai-codex/gpt-5.1-codex-max openai-codex/gpt-5.1-codex-mini openai-codex/gpt-5.2 openai-codex/gpt-5.2-codex openai-codex/gpt-5.3-codex openai-codex/gpt-5.3-codex-spark openai-codex/gpt-5.4 ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 1:57 AM
๐Ÿ’ญ Thinking **Considering plugin configurations** I think maybe the config has a default summary model, which could be the more expensive gpt5.4. Perhaps I should mention the option to pin a cheaper model. It might be worth checking the plugin slots to see if the plugin installer is already set up. I could verify this using config.get to avoid overcomplicating things. Maybe I should execute a command to check the plugin slots in the openclaw config?
**๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw config get plugins.slots.contextEngine && openclaw config get plugins.entries.lossless-claw.enabled", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw health", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` Config path not found: plugins.slots.contextEngine (Command exited with code 1) ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m Telegram: ok (@IIXXI_Claw_bot) (1051ms) Agents: main (default) Heartbeat interval: 30m (main) Session store (main): /home/node/.openclaw/agents/main/sessions/sessions.json (12 entries) - agent:main:main (2m ago) - agent:main:webchat-1774369948830 (372m ago) - agent:main:webchat-1774369461846 (448m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64 (508m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64:run:dc813ede-3487-4c5f-910f-7cc30fe3e81b (508m ago) ```
--- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:01 AM System: [2026-03-25 01:58:34 GMT+2] Gateway restart restart ok (gateway.restart) System: Activate linked lossless-claw plugin after installation System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:01 GMT+2] proceed, are u able to pick a optimal model for summaries then --- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:08 AM System: [2026-03-25 02:07:23 GMT+2] Gateway restart config-patch ok (config.patch) System: Set lossless-claw summarization to openai-codex/gpt-5.1-codex-mini based on the full available Codex catalog and retained the existing LCM defaults. System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:08 GMT+2] do both, i know heartbeats could benefit too --- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:09 AM System: [2026-03-25 02:09:09 GMT+2] Gateway restart config-patch ok (config.patch) System: Expanded llm-task allowedModels to the full available OpenAI Codex catalog while keeping gpt-5.4 as default, so internal workflows and heartbeats can use lighter models when appropriate. System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:09 GMT+2] yes --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 1:57 AM
๐Ÿ’ญ Thinking
**๐Ÿ”ง Tool: `process`** ```json { "action": "poll", "sessionId": "tide-cove", "timeout": 10000 } ```
๐Ÿ“‹ Result ``` added 675 packages, and audited 676 packages in 42s 130 packages are looking for funding run `npm fund` for details 15 vulnerabilities (1 low, 1 moderate, 10 high, 3 critical) To address all issues, run: npm audit fix Run `npm audit` for details. npm notice npm notice New minor version of npm available! 11.9.0 -> 11.12.0 npm notice Changelog: https://github.com/npm/cli/releases/tag/v11.12.0 npm notice To update run: npm install -g npm@11.12.0 npm notice Process exited with code 0. ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 1:57 AM
๐Ÿ’ญ Thinking **Considering gateway restart** Iโ€™m thinking that maybe we don't need to restart the gateway if the plugin list is already loaded. It seems like the CLI might load the config separately. However, if the installer notes say that the gateway needs a restart to load plugins, then it sounds like we should proceed with the gateway restart tool. I wonder if I need to include a note, but it looks like the restart tool doesnโ€™t require one. Let's just go ahead and do the gateway restart.
**๐Ÿ”ง Tool: `gateway`** ```json { "action": "restart", "reason": "Activate linked lossless-claw plugin after installation", "delayMs": 0, "timeoutMs": 120000 } ```
๐Ÿ“‹ Result ``` { "ok": true, "pid": 7, "signal": "SIGUSR1", "delayMs": 0, "reason": "Activate linked lossless-claw plugin after installation", "mode": "emit", "coalesced": false, "cooldownMsApplied": 0 } ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 1:57 AM
๐Ÿ’ญ Thinking **Considering plugin configurations** I think maybe the config has a default summary model, which could be the more expensive gpt5.4. Perhaps I should mention the option to pin a cheaper model. It might be worth checking the plugin slots to see if the plugin installer is already set up. I could verify this using config.get to avoid overcomplicating things. Maybe I should execute a command to check the plugin slots in the openclaw config?
**๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw config get plugins.slots.contextEngine && openclaw config get plugins.entries.lossless-claw.enabled", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw health", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` Config path not found: plugins.slots.contextEngine (Command exited with code 1) ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m Telegram: ok (@IIXXI_Claw_bot) (1051ms) Agents: main (default) Heartbeat interval: 30m (main) Session store (main): /home/node/.openclaw/agents/main/sessions/sessions.json (12 entries) - agent:main:main (2m ago) - agent:main:webchat-1774369948830 (372m ago) - agent:main:webchat-1774369461846 (448m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64 (508m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64:run:dc813ede-3487-4c5f-910f-7cc30fe3e81b (508m ago) ```
--- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:04 AM System: [2026-03-25 02:03:03 GMT+2] Gateway restart config-patch ok (config.patch) System: Configured lossless-claw with recommended defaults for this setup and left summary model on the only currently configured model. System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:04 GMT+2] under openai should be more models, u need to expose them 5.4 is just default of many --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:05 AM
๐Ÿ’ญ Thinking
**๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --help", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` ๐Ÿฆž OpenClaw 2026.3.13 (unknown) โ€” I've survived more breaking changes than your last three relationships. Usage: openclaw models list [options] List models (configured by default) Options: --all Show full model catalog (default: false) -h, --help Display help for command --json Output JSON (default: false) --local Filter to local models (default: false) --plain Plain line output (default: false) --provider Filter by provider ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:06 AM
๐Ÿ’ญ Thinking
Found the key detail: `models list` was only showing the **configured** catalog by default. Thereโ€™s an `--all` view. Iโ€™m checking the full OpenAI Codex catalog now before making any config changes. **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --all --provider openai-codex --plain", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --all --plain | grep '^openai-codex/' || true", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m openai-codex/gpt-5.1 openai-codex/gpt-5.1-codex-max openai-codex/gpt-5.1-codex-mini openai-codex/gpt-5.2 openai-codex/gpt-5.2-codex openai-codex/gpt-5.3-codex openai-codex/gpt-5.3-codex-spark openai-codex/gpt-5.4 ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m openai-codex/gpt-5.1 openai-codex/gpt-5.1-codex-max openai-codex/gpt-5.1-codex-mini openai-codex/gpt-5.2 openai-codex/gpt-5.2-codex openai-codex/gpt-5.3-codex openai-codex/gpt-5.3-codex-spark openai-codex/gpt-5.4 ```
--- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:08 AM System: [2026-03-25 02:07:23 GMT+2] Gateway restart config-patch ok (config.patch) System: Set lossless-claw summarization to openai-codex/gpt-5.1-codex-mini based on the full available Codex catalog and retained the existing LCM defaults. System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:08 GMT+2] do both, i know heartbeats could benefit too --- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:11 AM System: [2026-03-25 02:10:49 GMT+2] Gateway restart config-patch ok (config.patch) System: Set default heartbeat model to openai-codex/gpt-5.1-codex-mini so background heartbeat runs use a lighter model while normal chat stays on gpt-5.4. System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:11 GMT+2] y --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:12 AM
๐Ÿ’ญ Thinking **Considering setup options** I think I need to respond with the possibility of requiring a real key or local service installation. Maybe I could configure it locally later, but I might want to inspect the schema for the base URL and API key. Since the user asked to proceed, should I mention that something might be blocked? I could suggest a fallback option, but that doesn't seem right. Using a local provider for embeddings might work, but if nothing's up, I should stick to concise answers with options.
I checked the practical options. **Current state** - Memory search is enabled, but **semantic embeddings are unavailable** - **Codex OAuth does not cover embeddings** - **local `node-llama-cpp` embeddings are not installed** - **Ollama isnโ€™t available** here either So I **canโ€™t fully enable semantic memory embeddings right now without one of these**: 1. a real **embedding API key** - best choices: **OpenAI**, **Gemini**, **Voyage**, or **Mistral** 2. a working **local Ollama** with an embedding model 3. installing/supporting **local llama.cpp embeddings** **Best next move** If you want the fastest clean fix, give me one of: - **`OPENAI_API_KEY`** โ†’ Iโ€™d set `memorySearch.provider = "openai"` and likely `model = "text-embedding-3-small"` - **`GEMINI_API_KEY`** โ†’ Iโ€™d set `provider = "gemini"` - or tell me to wire it to a local **Ollama** endpoint if you have one **My recommendation** - easiest/best default: **OpenAI embeddings with `text-embedding-3-small`** - cheapest self-hosted-ish route: **Ollama embeddings**, but only if you already have Ollama running with an embedding model So the blocker isnโ€™t config anymore โ€” itโ€™s **missing embedding backend credentials/runtime**. If you want, I can do either: 1. prepare the exact config patch for **OpenAI embeddings** once you provide a key, or 2. help set up **Ollama embeddings** on the host. --- ## ๐Ÿ‘ค User โ€” Mar 25, 2026, 2:12 AM dont look at just codex models in yoooour searcg --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 1:57 AM
๐Ÿ’ญ Thinking **Considering plugin configurations** I think maybe the config has a default summary model, which could be the more expensive gpt5.4. Perhaps I should mention the option to pin a cheaper model. It might be worth checking the plugin slots to see if the plugin installer is already set up. I could verify this using config.get to avoid overcomplicating things. Maybe I should execute a command to check the plugin slots in the openclaw config?
**๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw config get plugins.slots.contextEngine && openclaw config get plugins.entries.lossless-claw.enabled", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw health", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` Config path not found: plugins.slots.contextEngine (Command exited with code 1) ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m Telegram: ok (@IIXXI_Claw_bot) (1051ms) Agents: main (default) Heartbeat interval: 30m (main) Session store (main): /home/node/.openclaw/agents/main/sessions/sessions.json (12 entries) - agent:main:main (2m ago) - agent:main:webchat-1774369948830 (372m ago) - agent:main:webchat-1774369461846 (448m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64 (508m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64:run:dc813ede-3487-4c5f-910f-7cc30fe3e81b (508m ago) ```
--- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:01 AM System: [2026-03-25 01:58:34 GMT+2] Gateway restart restart ok (gateway.restart) System: Activate linked lossless-claw plugin after installation System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:01 GMT+2] proceed, are u able to pick a optimal model for summaries then --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:02 AM
๐Ÿ’ญ Thinking **Considering config patching** I'm thinking that I need to create a config.patch, possibly using a raw patch in string format. It seems like the raw field might contain HJSON, but since config.patch merges, Iโ€™ll likely need to send the patch object in raw form. So, I think Iโ€™ll use the gateway to create config.patch, including the raw data as a JSON string, plus the baseHash to ensure everything works correctly.
**๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.patch", "baseHash": "63b9d56f3605cf30755a0c61af5bc2d20b34131e546c4b6604e13b13d1cddd60", "raw": "{\n plugins: {\n entries: {\n 'lossless-claw': {\n enabled: true,\n config: {\n freshTailCount: 32,\n contextThreshold: 0.75,\n incrementalMaxDepth: -1,\n ignoreSessionPatterns: ['agent:*:cron:**'],\n statelessSessionPatterns: ['agent:*:subagent:**'],\n skipStatelessSessions: true\n }\n }\n }\n }\n}", "note": "Configured lossless-claw with recommended defaults for this setup and left summary model on the only currently configured model." } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "ok": true, "path": "/home/node/.openclaw/openclaw.json", "config": { "meta": { "lastTouchedVersion": "2026.3.13", "lastTouchedAt": "2026-03-24T23:56:42.714Z" }, "models": { "providers": { "metaclaw": { "baseUrl": "http://127.0.0.1:30000/v1", "apiKey": "__OPENCLAW_REDACTED__", "api": "openai-completions", "models": [ { "id": "gpt-5.4", "name": "gpt-5.4", "api": "openai-completions", "reasoning": true, "input": [ "text" ], "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 }, "contextWindow": 32768, "maxTokens": 8192 } ] } } }, "agents": { "defaults": { "model": { "primary": "openai-codex/gpt-5.4" }, "compaction": { "mode": "safeguard" }, "maxConcurrent": 4, "subagents": { "maxConcurrent": 8 } } }, "tools": { "profile": "full", "web": { "fetch": { "firecrawl": { "enabled": true, "baseUrl": "https://api.firecrawl.dev", "onlyMainContent": true, "maxAgeMs": 86400000, "timeoutSeconds": 60 } } }, "elevated": { "enabled": true }, "exec": { "host": "gateway", "security": "full" }, "fs": { "workspaceOnly": false } }, "messages": { "ackReactionScope": "group-mentions" }, "commands": { "native": "auto", "nativeSkills": "auto", "restart": true, "ownerDisplay": "raw" }, "session": { "dmScope": "per-channel-peer" }, "channels": { "telegram": { "enabled": true, "dmPolicy": "pairing", "botToken": "__OPENCLAW_REDACTED__", "groups": { "*": { "requireMention": true } }, "groupPolicy": "allowlist", "streaming": "partial" } }, "gateway": { "mode": "local", "bind": "lan", "controlUi": { "allowedOrigins": [ "http://localhost:18789", "http://127.0.0.1:18789", "http://localhost:18790", "http://127.0.0.1:18790" ] } }, "plugins": { "load": { "paths": [ "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "/home/node/.openclaw/workspace/tools/lossless-claw" ] }, "entries": { "open-prose": { "enabled": true }, "llm-task": { "enabled": true, "config": { "defaultProvider": "openai-codex", "defaultModel": "gpt-5.4", "defaultAuthProfileId": "openai-codex:default", "allowedModels": [ "openai-codex/gpt-5.4" ], "maxTokens": 800, "timeoutMs": 30000 } }, "metaclaw-hooks": { "enabled": true }, "lossless-claw": { "enabled": true, "config": { "freshTailCount": 32, "contextThreshold": 0.75, "incrementalMaxDepth": -1, "ignoreSessionPatterns": [ "agent:*:cron:**" ], "statelessSessionPatterns": [ "agent:*:subagent:**" ], "skipStatelessSessions": true } } }, "installs": { "metaclaw-hooks": { "source": "path", "sourcePath": "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "installPath": "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "version": "0.1.0", "installedAt": "2026-03-22T16:19:13.013Z" }, "lossless-claw": { "source": "path", "sourcePath": "/home/node/.openclaw/workspace/tools/lossless-claw", "installPath": "/home/node/.openclaw/workspace/tools/lossless-claw", "version": "0.5.1", "installedAt": "2026-03-24T23:56:41.885Z" } } } }, "restart": { "ok": true, "pid": 7, "signal": "SIGUSR1", "delayMs": 2000, "reason": "config.patch", "mode": "emit", "coalesced": false, "cooldownMsApplied": 0 }, "sentinel": { "path": "/home/no ```
--- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:04 AM System: [2026-03-25 02:03:03 GMT+2] Gateway restart config-patch ok (config.patch) System: Configured lossless-claw with recommended defaults for this setup and left summary model on the only currently configured model. System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:04 GMT+2] under openai should be more models, u need to expose them 5.4 is just default of many --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:04 AM
๐Ÿ’ญ Thinking **Evaluating memory and configuration** I might not need a memory search for prior decisions at this point. I think itโ€™s best to check the configuration schema for the models, possibly starting with the skill documentation Iโ€™ve used before. I definitely want to confirm which available models can be exposed. It seems important to review local documents or the configuration schema before making any changes. I should also take a close look at the model schema path to clarify things.
Yep โ€” that makes sense. Right now the issue isnโ€™t OpenAI availability, itโ€™s that your **OpenClaw model catalog only exposes one configured OpenAI Codex model**. Iโ€™m going to inspect the model config shape properly, then expose a few sensible additional OpenAI models instead of guessing field names. **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.schema.lookup", "path": "models", "note": "Inspecting model catalog schema before exposing additional OpenAI models" } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw doctor --non-interactive", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 180 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models status --plain", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "models", "schema": { "type": "object", "additionalProperties": false }, "hint": { "label": "Models", "group": "Models", "order": 70, "help": "Model catalog root for provider definitions, merge/replace behavior, and optional Bedrock discovery integration. Keep provider definitions explicit and validated before relying on production failover paths.", "tags": [ "models" ] }, "hintPath": "models", "children": [ { "key": "mode", "path": "models.mode", "required": false, "hasChildren": false, "hint": { "label": "Model Catalog Mode", "help": "Controls provider catalog behavior: \"merge\" keeps built-ins and overlays your custom providers, while \"replace\" uses only your configured providers. In \"merge\", matching provider IDs preserve non-empty agent models.json baseUrl values, while apiKey values are preserved only when the provider is not SecretRef-managed in current config/auth-profile context; SecretRef-managed providers refresh apiKey from current source markers, and matching model contextWindow/maxTokens use the higher value between explicit and implicit entries.", "tags": [ "models" ] }, "hintPath": "models.mode" }, { "key": "providers", "path": "models.providers", "type": "object", "required": false, "hasChildren": true, "hint": { "label": "Model Providers", "help": "Provider map keyed by provider ID containing connection/auth settings and concrete model definitions. Use stable provider keys so references from agents and tooling remain portable across environments.", "tags": [ "models" ] }, "hintPath": "models.providers" }, { "key": "bedrockDiscovery", "path": "models.bedrockDiscovery", "type": "object", "required": false, "hasChildren": true, "hint": { "label": "Bedrock Model Discovery", "help": "Automatic AWS Bedrock model discovery settings used to synthesize provider model entries from account visibility. Keep discovery scoped and refresh intervals conservative to reduce API churn.", "tags": [ "models" ] }, "hintPath": "models.bedrockDiscovery" } ] } } ```
๐Ÿ“‹ Result ``` โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„ โ–ˆโ–ˆโ–‘โ–„โ–„โ–„โ–‘โ–ˆโ–ˆโ–‘โ–„โ–„โ–‘โ–ˆโ–ˆโ–‘โ–„โ–„โ–„โ–ˆโ–ˆโ–‘โ–€โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–‘โ–„โ–„โ–€โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–„โ–„โ–€โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–ˆโ–ˆ โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–‘โ–€โ–€โ–‘โ–ˆโ–ˆโ–‘โ–„โ–„โ–„โ–ˆโ–ˆโ–‘โ–ˆโ–‘โ–ˆโ–‘โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–€โ–€โ–‘โ–ˆโ–ˆโ–‘โ–ˆโ–‘โ–ˆโ–‘โ–ˆโ–ˆ โ–ˆโ–ˆโ–‘โ–€โ–€โ–€โ–‘โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–€โ–€โ–€โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–„โ–‘โ–ˆโ–ˆโ–‘โ–€โ–€โ–„โ–ˆโ–ˆโ–‘โ–€โ–€โ–‘โ–ˆโ–‘โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–„โ–€โ–„โ–€โ–„โ–ˆโ–ˆ โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€ ๐Ÿฆž OPENCLAW ๐Ÿฆž โ”Œ OpenClaw doctor [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m โ”‚ โ—‡ Doctor warnings โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - channels.telegram.groupPolicy is "allowlist" but groupAllowFrom (and โ”‚ โ”‚ allowFrom) is empty โ€” all group messages will be silently dropped. โ”‚ โ”‚ Add sender IDs to channels.telegram.groupAllowFrom or โ”‚ โ”‚ channels.telegram.allowFrom, or set groupPolicy to "open". โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ State integrity โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - Found 1 orphan transcript file(s) in โ”‚ โ”‚ ~/.openclaw/agents/main/sessions. They are not referenced by โ”‚ โ”‚ sessions.json and can consume disk over time. โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ Session locks โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - Found 1 session lock file. โ”‚ โ”‚ - ~/.openclaw/agents/main/sessions/e54ec8d7-2c81-4a6a-aeea-1b3045ff8ca0.js โ”‚ โ”‚ onl.lock โ”‚ โ”‚ pid=7 (alive) age=13s stale=no โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ Security โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - WARNING: Gateway bound to "lan" (0.0.0.0) (network-accessible). โ”‚ โ”‚ Ensure your auth credentials are strong and not exposed. โ”‚ โ”‚ Safer remote access: keep bind loopback and use Tailscale โ”‚ โ”‚ Serve/Funnel or an SSH tunnel. โ”‚ โ”‚ Example tunnel: ssh -N -L 18789:127.0.0.1:18789 user@gateway-host โ”‚ โ”‚ Docs: https://docs.openclaw.ai/gateway/remote โ”‚ โ”‚ - Run: openclaw security audit --deep โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ Skills status โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ Eligible: 6 โ”‚ โ”‚ Missing requirements: 48 โ”‚ โ”‚ Blocked by allowlist: 0 โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ Plugins โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ Loaded: 12 โ”‚ โ”‚ Disabled: 31 โ”‚ โ”‚ Errors: 0 โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ Telegram: ok (@IIXXI_Claw_bot) (2297ms) Agents: main (default) Heartbeat interval: 30m (main) Session store (main): /home/node/.openclaw/agents/main/sessions/sessions.json (12 entries) - agent:main:main (0m ago) - agent:main:webchat-1774369948830 (379m ago) - agent:main:webchat-1774369461846 (455m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64 (515m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64:run:dc813ede-3487-4c5f-910f-7cc30fe3e81b (515m ago) โ”‚ โ—‡ Memory search โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ Memory search is enabled but no embedding provider is configured. โ”‚ โ”‚ Semantic recall will not work without an embedding provider. โ”‚ โ”‚ Gateway memory probe for default agent is not ready: No API key found โ”‚ โ”‚ for provider "openai". You are authenticated with OpenAI Codex OAuth. โ”‚ โ”‚ Use openai-codex/gpt-5.4 (OAuth) or set OPENAI_API_KEY to use โ”‚ โ”‚ openai/gpt-5.4. ```
๐Ÿ“‹ Result ``` openai-codex/gpt-5.4 [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:05 AM
๐Ÿ’ญ Thinking
I found the exact problem: only **one model object** is declared under the provider, so OpenClaw only exposes one model. Before I patch, Iโ€™m probing the provider endpoint itself so I only expose models the upstream actually reports, not names I invent. **๐Ÿ”ง Tool: `exec`** ```json { "command": "python - <<'PY'\nimport json, urllib.request\nreq = urllib.request.Request('http://127.0.0.1:30000/v1/models', headers={'Authorization':'Bearer metaclaw'})\nwith urllib.request.urlopen(req, timeout=20) as r:\n data = json.load(r)\nprint(json.dumps(data, indent=2)[:20000])\nPY", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 60 } ```
๐Ÿ“‹ Result ``` { "status": "error", "tool": "exec", "error": "sh: 1: python: not found\n\nCommand not found" } ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:05 AM
๐Ÿ’ญ Thinking
**๐Ÿ”ง Tool: `exec`** ```json { "command": "python3 - <<'PY'\nimport json, urllib.request\nreq = urllib.request.Request('http://127.0.0.1:30000/v1/models', headers={'Authorization':'Bearer metaclaw'})\nwith urllib.request.urlopen(req, timeout=20) as r:\n data = json.load(r)\nprint(json.dumps(data, indent=2)[:20000])\nPY", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 60 } ```
๐Ÿ“‹ Result ``` Traceback (most recent call last): File "/usr/lib/python3.11/urllib/request.py", line 1348, in do_open h.request(req.get_method(), req.selector, req.data, headers, File "/usr/lib/python3.11/http/client.py", line 1282, in request self._send_request(method, url, body, headers, encode_chunked) File "/usr/lib/python3.11/http/client.py", line 1328, in _send_request self.endheaders(body, encode_chunked=encode_chunked) File "/usr/lib/python3.11/http/client.py", line 1277, in endheaders self._send_output(message_body, encode_chunked=encode_chunked) File "/usr/lib/python3.11/http/client.py", line 1037, in _send_output self.send(msg) File "/usr/lib/python3.11/http/client.py", line 975, in send self.connect() File "/usr/lib/python3.11/http/client.py", line 941, in connect self.sock = self._create_connection( ^^^^^^^^^^^^^^^^^^^^^^^^ File "/usr/lib/python3.11/socket.py", line 851, in create_connection raise exceptions[0] File "/usr/lib/python3.11/socket.py", line 836, in create_connection sock.connect(sa) ConnectionRefusedError: [Errno 111] Connection refused During handling of the above exception, another exception occurred: Traceback (most recent call last): File "", line 3, in File "/usr/lib/python3.11/urllib/request.py", line 216, in urlopen return opener.open(url, data, timeout) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/usr/lib/python3.11/urllib/request.py", line 519, in open response = self._open(req, data) ^^^^^^^^^^^^^^^^^^^^^ File "/usr/lib/python3.11/urllib/request.py", line 536, in _open result = self._call_chain(self.handle_open, protocol, protocol + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/usr/lib/python3.11/urllib/request.py", line 496, in _call_chain result = func(*args) ^^^^^^^^^^^ File "/usr/lib/python3.11/urllib/request.py", line 1377, in http_open return self.do_open(http.client.HTTPConnection, req) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/usr/lib/python3.11/urllib/request.py", line 1351, in do_open raise URLError(err) urllib.error.URLError: (Command exited with code 1) ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:05 AM
๐Ÿ’ญ Thinking
Interesting: the provider backing your current catalog is actually a custom local provider entry named **`metaclaw`**, not a populated built-in OpenAI catalog. Thatโ€™s why only one model is visible. Iโ€™m checking local OpenClaw docs/source for the safest way to expose additional Codex/OpenAI models from config instead of blindly stuffing model IDs into the provider list. **๐Ÿ”ง Tool: `exec`** ```json { "command": "grep -Rni -I -m 80 \"models.providers.*models\\|models list\\|openai-codex\\|oauth\" /app/docs /app 2>/dev/null | head -n 80", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "grep -Rni -I -m 80 \"openai-codex\" /app/extensions /app/dist /app 2>/dev/null | head -n 80", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` /app/docs/.i18n/zh-CN.tm.jsonl:29:{"cache_key":"083df0fcf5941871ec509cf41a264e951eb0dea21cf3572cde4180a766ac43c8","segment_id":"index.md:3c064c83b8d244fe","source_path":"index.md","text_hash":"3c064c83b8d244fef61e5fd8ce5f070b857a3578a71745e61eea02892788c020","text":" โ€” Anthropic (Claude Pro/Max) + OpenAI (ChatGPT/Codex) via OAuth","translated":" โ€” Anthropic๏ผˆClaude Pro/Max๏ผ‰+ OpenAI๏ผˆChatGPT/Codex๏ผ‰้€š่ฟ‡ OAuth","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:01:54Z"} /app/docs/.i18n/zh-CN.tm.jsonl:32:{"cache_key":"08a071c1e71388ad18ffca39565a37edb304794146d2f7ea1e2bac93493f89d6","segment_id":"start/wizard.md:903ea1cf1f2831b3","source_path":"start/wizard.md","text_hash":"903ea1cf1f2831b3e836aff6e23c7d261a83381614361e65df16ade48e84b26c","text":" (API keys + OAuth).","translated":" ๏ผˆAPI ๅฏ†้’ฅ + OAuth๏ผ‰ใ€‚","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:43:34Z"} /app/docs/.i18n/zh-CN.tm.jsonl:90:{"cache_key":"15ffd6a61896c7467d982847033889cbf92f11c42fa93b5f9a46b754780c41e4","segment_id":"start/wizard.md:c18a76f788d27ead","source_path":"start/wizard.md","text_hash":"c18a76f788d27eade089c5e57a4d8d0e64b0e69278ff24b71eb267d915d23646","text":"Model/auth (OpenAI Code (Codex) subscription OAuth, Anthropic API key (recommended) or setup-token (paste), plus MiniMax/GLM/Moonshot/AI Gateway options)","translated":"ๆจกๅž‹/่ฎค่ฏ๏ผˆOpenAI Code (Codex) ่ฎข้˜… OAuthใ€Anthropic API ๅฏ†้’ฅ๏ผˆๆŽจ่๏ผ‰ๆˆ– setup-token๏ผˆ็ฒ˜่ดด๏ผ‰๏ผŒไปฅๅŠ MiniMax/GLM/Moonshot/AI Gateway ้€‰้กน๏ผ‰","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:40:18Z"} /app/docs/.i18n/zh-CN.tm.jsonl:277:{"cache_key":"3b1145589cf333c443556a480ae2d7f03f2014b1e8941d78e2bc2c9c128af7e4","segment_id":"start/wizard.md:c5c46554cb43b7f8","source_path":"start/wizard.md","text_hash":"c5c46554cb43b7f83f3e8fc3be0ad1f0370946ec6e0a19a114d9bab8a127947a","text":"OAuth credentials live in ","translated":"OAuth ๅ‡ญๆฎๅญ˜ๅ‚จๅœจ ","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:43:29Z"} /app/docs/.i18n/zh-CN.tm.jsonl:349:{"cache_key":"4c71126fdff0651fcaa439a12703ba33c43aa85a462fb7e2ad6acee8a8806c39","segment_id":"start/wizard.md:ddbd2d8bfe478133","source_path":"start/wizard.md","text_hash":"ddbd2d8bfe4781330c0adb796efa7fa7dcfb17d1fe9ed4307b023d66d8b8a35b","text":"OpenAI Code (Codex) subscription (OAuth)","translated":"OpenAI Code (Codex) ่ฎข้˜… (OAuth)","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:42:16Z"} /app/docs/.i18n/zh-CN.tm.jsonl:493:{"cache_key":"63edf6f6952fda49b0c75bad9c622396999c6b488d33644d8098f6346a1b2a17","segment_id":"start/getting-started.md:d7b4edd9ca795c46","source_path":"start/getting-started.md","text_hash":"d7b4edd9ca795c469606230849212eb080f0591477cff35400f276649d3910a9","text":" shows โ€œno auth configuredโ€, go back to the wizard and set OAuth/key auth โ€” the agent wonโ€™t be able to respond without it.","translated":" ๆ˜พ็คบ\"ๆœช้…็ฝฎ่ฎค่ฏ\"๏ผŒ่ฏท่ฟ”ๅ›žๅ‘ๅฏผ่ฎพ็ฝฎ OAuth/ๅฏ†้’ฅ่ฎค่ฏโ€”โ€”ๆ™บ่ƒฝไฝ“ๅœจๆฒกๆœ‰่ฎค่ฏ็š„ๆƒ…ๅ†ตไธ‹ๅฐ†ๆ— ๆณ•ๅ“ๅบ”ใ€‚","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:38:04Z"} /app/docs/.i18n/zh-CN.tm.jsonl:497:{"cache_key":"64cf4d8cfd9d6b5409d1cff5433fe8065140174f76482589a8fb0e49fbdf3fee","segment_id":"start/wizard.md:f3e485ab2f76c031","source_path":"start/wizard.md","text_hash":"f3e485ab2f76c031c52bd164935ed8cac883a7aadf24bdf4fd09e484603968c0","text":"Anthropic OAuth (Claude Code CLI)","translated":"Anthropic OAuth (Claude Code CLI)","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:41:55Z"} /app/docs/.i18n/zh-CN.tm.jsonl:542:{"cache_key":"6af973157939ccd33570e5047d622de4263119466c45f46681f300f577b79faf","segment_id":"start/getting-started.md:7bac3209ac343388","source_path":"start/getting-started.md","text_hash":"7bac3209ac3433880eb9d1d0a1867cd9a0617f43ca27493375bc005051d869b7","text":"OAuth credentials (legacy import): ","translated":"OAuth ๅ‡ญๆฎ๏ผˆๆ—ง็‰ˆๅฏผๅ…ฅ๏ผ‰๏ผš ","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:36:36Z"} /app/docs/.i18n/zh-CN.tm.jsonl:654:{"cache_key":"7f8a0ec6c0614299ed8aca539dde67e208ecc32d4022975fbb37f7930f3f70e5","segment_id":"start/getting-started.md:4cc7ae6d3b7fbaaf","source_path":"start/getting-started.md","text_hash":"4cc7ae6d3b7fbaaf56673ea3268caa38af191a587867ef1090c9f689ecccec96","text":"Headless/server tip: do OAuth on a normal machine first, then copy ","translated":"ๆ— ๅคด/ๆœๅŠกๅ™จๆ็คบ๏ผšๅ…ˆๅœจๆ™ฎ้€šๆœบๅ™จไธŠๅฎŒๆˆ OAuth๏ผŒ็„ถๅŽๅคๅˆถ ","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:36:40Z"} /app/docs/.i18n/zh-CN.tm.jsonl:703:{"cache_key":"8a81f73e519177081d755623ff45ac47552fa513f5aaf9c77335ce2c329087f3","segment_id":"start/getting-started.md:524bf322c2034388","source_path":"start/getting-started.md","text_hash":"524bf322c2034388f76cd94c1c7834341cedfa09bc4a864676749a08b243416d","text":"model/auth (OAuth ```
๐Ÿ“‹ Result ``` /app/extensions/acpx/src/runtime.test.ts:401: value: "openai-codex/gpt-5.3-codex", /app/extensions/llm-task/README.md:47: "defaultProvider": "openai-codex", /app/extensions/llm-task/README.md:50: "allowedModels": ["openai-codex/gpt-5.2"], /app/extensions/llm-task/openclaw.plugin.json:15: "description": "Allowlist of provider/model keys like openai-codex/gpt-5.2." /app/extensions/llm-task/src/llm-task-tool.test.ts:22: agents: { defaults: { workspace: "/tmp", model: { primary: "openai-codex/gpt-5.2" } } }, /app/extensions/llm-task/src/llm-task-tool.test.ts:159: fakeApi({ pluginConfig: { allowedModels: ["openai-codex/gpt-5.2"] } }), /app/extensions/llm-task/src/llm-task-tool.ts:92: Type.String({ description: "Provider override (e.g. openai-codex, anthropic)." }), /app/dist/agents-E2n4jpQg.js:54:import "./openai-codex-oauth-DIsDMsgb.js"; /app/dist/auth-choice-CWCuUaps.js:599: runtime.error([`Auth choice "${authChoice}" is deprecated.`, "Use \"--auth-choice token\" (Anthropic setup-token) or \"--auth-choice openai-codex\"."].join("\n")); /app/dist/auth-choice-CWCuUaps.js:843: if (authChoice === "oauth" || authChoice === "chutes" || authChoice === "openai-codex" || authChoice === "qwen-portal" || authChoice === "minimax-global-oauth" || authChoice === "minimax-cn-oauth") { /app/dist/auth-choice-D90EZ4gH.js:6:import { n as githubCopilotLoginCommand, t as loginOpenAICodexOAuth } from "./openai-codex-oauth-CY8MnRgc.js"; /app/dist/auth-choice-D90EZ4gH.js:1264: if (params.authChoice === "openai-codex") { /app/dist/auth-choice-D90EZ4gH.js:1285: const profileId = await writeOAuthCredentials("openai-codex", creds, params.agentDir, { syncSiblingAgents: true }); /app/dist/auth-choice-D90EZ4gH.js:1288: provider: "openai-codex", /app/dist/auth-choice-D90EZ4gH.js:1439: if (listProfilesForProvider(store, "openai-codex").length > 0) warnings.push(`Detected OpenAI Codex OAuth. Consider setting agents.defaults.model to ${OPENAI_CODEX_DEFAULT_MODEL}.`); /app/dist/auth-choice-D_GhKlhP.js:6:import { n as githubCopilotLoginCommand, t as loginOpenAICodexOAuth } from "./openai-codex-oauth-DIsDMsgb.js"; /app/dist/auth-choice-D_GhKlhP.js:1264: if (params.authChoice === "openai-codex") { /app/dist/auth-choice-D_GhKlhP.js:1285: const profileId = await writeOAuthCredentials("openai-codex", creds, params.agentDir, { syncSiblingAgents: true }); /app/dist/auth-choice-D_GhKlhP.js:1288: provider: "openai-codex", /app/dist/auth-choice-D_GhKlhP.js:1439: if (listProfilesForProvider(store, "openai-codex").length > 0) warnings.push(`Detected OpenAI Codex OAuth. Consider setting agents.defaults.model to ${OPENAI_CODEX_DEFAULT_MODEL}.`); /app/dist/auth-choice-DeCrgU3G.js:600: runtime.error([`Auth choice "${authChoice}" is deprecated.`, "Use \"--auth-choice token\" (Anthropic setup-token) or \"--auth-choice openai-codex\"."].join("\n")); /app/dist/auth-choice-DeCrgU3G.js:844: if (authChoice === "oauth" || authChoice === "chutes" || authChoice === "openai-codex" || authChoice === "qwen-portal" || authChoice === "minimax-global-oauth" || authChoice === "minimax-cn-oauth") { /app/dist/auth-choice-options-BpuOwHIs.js:9: choices: ["openai-codex", "openai-api-key"] /app/dist/auth-choice-options-BpuOwHIs.js:213: value: "openai-codex", /app/dist/auth-choice-options-CRTKNPDB.js:9: choices: ["openai-codex", "openai-api-key"] /app/dist/auth-choice-options-CRTKNPDB.js:213: value: "openai-codex", /app/dist/auth-choice.preferred-provider-2VLbDL8Z.js:146: "openai-codex": "openai-codex", /app/dist/auth-choice.preferred-provider-2VLbDL8Z.js:147: "codex-cli": "openai-codex", /app/dist/auth-choice.preferred-provider-C5uRiZEh.js:146: "openai-codex": "openai-codex", /app/dist/auth-choice.preferred-provider-C5uRiZEh.js:147: "codex-cli": "openai-codex", /app/dist/auth-profiles-DRjqKE3G.js:104:const CODEX_CLI_PROFILE_ID = "openai-codex:codex-cli"; /app/dist/auth-profiles-DRjqKE3G.js:145: "openai-codex/gpt-5.4", /app/dist/auth-profiles-DRjqKE3G.js:146: "openai-codex/gpt-5.3-codex", /app/dist/auth-profiles-DRjqKE3G.js:147: "openai-codex/gpt-5.3-codex-spark", /app/dist/auth-profiles-DRjqKE3G.js:148: "openai-codex/gpt-5.2-codex", /app/dist/auth-profiles-DRjqKE3G.js:149: "openai-codex/gpt-5.1-codex", /app/dist/auth-profiles-DRjqKE3G.js:3025: api: "openai-codex-responses", /app/dist/auth-profiles-DRjqKE3G.js:3933: if (listProfilesForProvider(store, "openai-codex").length > 0) throw new Error("No API key found for provider \"openai\". You are authenticated with OpenAI Codex OAuth. Use openai-codex/gpt-5.4 (OAuth) or set OPENAI_API_KEY to use openai/gpt-5.4."); /app/dist/auth-profiles-DRjqKE3G.js:9023: "openai-codex-responses", /app/dist/auth-profiles-DRjqKE3G.js:14394: return `Unknown model: ${normalizeProviderId(params.provider?.trim().toLowerCase() ?? "") || "openai"}/${OPENAI_DIRECT_SPARK_MODEL_ID}. ${OPENAI_DIRECT_SPARK_MODEL_ID} is only supported via openai-codex OAuth. Use openai-codex/${OPENAI_DIRECT_SPARK_MODE ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:05 AM
๐Ÿ’ญ Thinking
**๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --help", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` ๐Ÿฆž OpenClaw 2026.3.13 (unknown) โ€” I've survived more breaking changes than your last three relationships. Usage: openclaw models list [options] List models (configured by default) Options: --all Show full model catalog (default: false) -h, --help Display help for command --json Output JSON (default: false) --local Filter to local models (default: false) --plain Plain line output (default: false) --provider Filter by provider ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:06 AM
๐Ÿ’ญ Thinking
Found the key detail: `models list` was only showing the **configured** catalog by default. Thereโ€™s an `--all` view. Iโ€™m checking the full OpenAI Codex catalog now before making any config changes. **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --all --provider openai-codex --plain", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --all --plain | grep '^openai-codex/' || true", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m openai-codex/gpt-5.1 openai-codex/gpt-5.1-codex-max openai-codex/gpt-5.1-codex-mini openai-codex/gpt-5.2 openai-codex/gpt-5.2-codex openai-codex/gpt-5.3-codex openai-codex/gpt-5.3-codex-spark openai-codex/gpt-5.4 ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m openai-codex/gpt-5.1 openai-codex/gpt-5.1-codex-max openai-codex/gpt-5.1-codex-mini openai-codex/gpt-5.2 openai-codex/gpt-5.2-codex openai-codex/gpt-5.3-codex openai-codex/gpt-5.3-codex-spark openai-codex/gpt-5.4 ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:06 AM **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.patch", "baseHash": "c14a42889ee69f277ad54f93c544aa0f1e3efcf7c0686815dd3a20162ed9dafd", "raw": "{\n plugins: {\n entries: {\n 'lossless-claw': {\n enabled: true,\n config: {\n freshTailCount: 32,\n contextThreshold: 0.75,\n incrementalMaxDepth: -1,\n ignoreSessionPatterns: ['agent:*:cron:**'],\n statelessSessionPatterns: ['agent:*:subagent:**'],\n skipStatelessSessions: true,\n summaryModel: 'openai-codex/gpt-5.1-codex-mini'\n }\n }\n }\n }\n}", "note": "Set lossless-claw summarization to openai-codex/gpt-5.1-codex-mini based on the full available Codex catalog and retained the existing LCM defaults." } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "ok": true, "path": "/home/node/.openclaw/openclaw.json", "config": { "meta": { "lastTouchedVersion": "2026.3.13", "lastTouchedAt": "2026-03-25T00:02:30.965Z" }, "models": { "providers": { "metaclaw": { "baseUrl": "http://127.0.0.1:30000/v1", "apiKey": "__OPENCLAW_REDACTED__", "api": "openai-completions", "models": [ { "id": "gpt-5.4", "name": "gpt-5.4", "api": "openai-completions", "reasoning": true, "input": [ "text" ], "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 }, "contextWindow": 32768, "maxTokens": 8192 } ] } } }, "agents": { "defaults": { "model": { "primary": "openai-codex/gpt-5.4" }, "compaction": { "mode": "safeguard" }, "maxConcurrent": 4, "subagents": { "maxConcurrent": 8 } } }, "tools": { "profile": "full", "web": { "fetch": { "firecrawl": { "enabled": true, "baseUrl": "https://api.firecrawl.dev", "onlyMainContent": true, "maxAgeMs": 86400000, "timeoutSeconds": 60 } } }, "elevated": { "enabled": true }, "exec": { "host": "gateway", "security": "full" }, "fs": { "workspaceOnly": false } }, "messages": { "ackReactionScope": "group-mentions" }, "commands": { "native": "auto", "nativeSkills": "auto", "restart": true, "ownerDisplay": "raw" }, "session": { "dmScope": "per-channel-peer" }, "channels": { "telegram": { "enabled": true, "dmPolicy": "pairing", "botToken": "__OPENCLAW_REDACTED__", "groups": { "*": { "requireMention": true } }, "groupPolicy": "allowlist", "streaming": "partial" } }, "gateway": { "mode": "local", "bind": "lan", "controlUi": { "allowedOrigins": [ "http://localhost:18789", "http://127.0.0.1:18789", "http://localhost:18790", "http://127.0.0.1:18790" ] } }, "plugins": { "load": { "paths": [ "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "/home/node/.openclaw/workspace/tools/lossless-claw" ] }, "entries": { "open-prose": { "enabled": true }, "llm-task": { "enabled": true, "config": { "defaultProvider": "openai-codex", "defaultModel": "gpt-5.4", "defaultAuthProfileId": "openai-codex:default", "allowedModels": [ "openai-codex/gpt-5.4" ], "maxTokens": 800, "timeoutMs": 30000 } }, "metaclaw-hooks": { "enabled": true }, "lossless-claw": { "enabled": true, "config": { "freshTailCount": 32, "contextThreshold": 0.75, "incrementalMaxDepth": -1, "ignoreSessionPatterns": [ "agent:*:cron:**" ], "statelessSessionPatterns": [ "agent:*:subagent:**" ], "skipStatelessSessions": true, "summaryModel": "openai-codex/gpt-5.1-codex-mini" } } }, "installs": { "metaclaw-hooks": { "source": "path", "sourcePath": "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "installPath": "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "version": "0.1.0", "installedAt": "2026-03-22T16:19:13.013Z" }, "lossless-claw": { "source": "path", "sourcePath": "/home/node/.openclaw/workspace/tools/lossless-claw", "installPath": "/home/node/.openclaw/workspace/tools/lossless-claw", "version": "0.5.1", "installedAt": "2026-03-24T23:56:41.885Z" } } } }, "restart": { "ok": true, "pid": 7, "signal": "SIGUSR1", "delayMs": 2000, "reason": "config.patch", "mode": "emit", "coalesced": false, "coold ```
--- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:08 AM System: [2026-03-25 02:07:23 GMT+2] Gateway restart config-patch ok (config.patch) System: Set lossless-claw summarization to openai-codex/gpt-5.1-codex-mini based on the full available Codex catalog and retained the existing LCM defaults. System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:08 GMT+2] do both, i know heartbeats could benefit too --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:08 AM **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.patch", "baseHash": "7926a6cdb707ce97cfdd88956f91b6b713503654bcd49e03a7d1086772585ac3", "raw": "{\n plugins: {\n entries: {\n 'llm-task': {\n enabled: true,\n config: {\n defaultProvider: 'openai-codex',\n defaultModel: 'gpt-5.4',\n defaultAuthProfileId: 'openai-codex:default',\n allowedModels: [\n 'openai-codex/gpt-5.1',\n 'openai-codex/gpt-5.1-codex-max',\n 'openai-codex/gpt-5.1-codex-mini',\n 'openai-codex/gpt-5.2',\n 'openai-codex/gpt-5.2-codex',\n 'openai-codex/gpt-5.3-codex',\n 'openai-codex/gpt-5.3-codex-spark',\n 'openai-codex/gpt-5.4'\n ],\n maxTokens: 800,\n timeoutMs: 30000\n }\n }\n }\n }\n}", "note": "Expanded llm-task allowedModels to the full available OpenAI Codex catalog while keeping gpt-5.4 as default, so internal workflows and heartbeats can use lighter models when appropriate." } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "ok": true, "path": "/home/node/.openclaw/openclaw.json", "config": { "meta": { "lastTouchedVersion": "2026.3.13", "lastTouchedAt": "2026-03-25T00:06:46.165Z" }, "models": { "providers": { "metaclaw": { "baseUrl": "http://127.0.0.1:30000/v1", "apiKey": "__OPENCLAW_REDACTED__", "api": "openai-completions", "models": [ { "id": "gpt-5.4", "name": "gpt-5.4", "api": "openai-completions", "reasoning": true, "input": [ "text" ], "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 }, "contextWindow": 32768, "maxTokens": 8192 } ] } } }, "agents": { "defaults": { "model": { "primary": "openai-codex/gpt-5.4" }, "compaction": { "mode": "safeguard" }, "maxConcurrent": 4, "subagents": { "maxConcurrent": 8 } } }, "tools": { "profile": "full", "web": { "fetch": { "firecrawl": { "enabled": true, "baseUrl": "https://api.firecrawl.dev", "onlyMainContent": true, "maxAgeMs": 86400000, "timeoutSeconds": 60 } } }, "elevated": { "enabled": true }, "exec": { "host": "gateway", "security": "full" }, "fs": { "workspaceOnly": false } }, "messages": { "ackReactionScope": "group-mentions" }, "commands": { "native": "auto", "nativeSkills": "auto", "restart": true, "ownerDisplay": "raw" }, "session": { "dmScope": "per-channel-peer" }, "channels": { "telegram": { "enabled": true, "dmPolicy": "pairing", "botToken": "__OPENCLAW_REDACTED__", "groups": { "*": { "requireMention": true } }, "groupPolicy": "allowlist", "streaming": "partial" } }, "gateway": { "mode": "local", "bind": "lan", "controlUi": { "allowedOrigins": [ "http://localhost:18789", "http://127.0.0.1:18789", "http://localhost:18790", "http://127.0.0.1:18790" ] } }, "plugins": { "load": { "paths": [ "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "/home/node/.openclaw/workspace/tools/lossless-claw" ] }, "entries": { "open-prose": { "enabled": true }, "llm-task": { "enabled": true, "config": { "defaultProvider": "openai-codex", "defaultModel": "gpt-5.4", "defaultAuthProfileId": "openai-codex:default", "allowedModels": [ "openai-codex/gpt-5.1", "openai-codex/gpt-5.1-codex-max", "openai-codex/gpt-5.1-codex-mini", "openai-codex/gpt-5.2", "openai-codex/gpt-5.2-codex", "openai-codex/gpt-5.3-codex", "openai-codex/gpt-5.3-codex-spark", "openai-codex/gpt-5.4" ], "maxTokens": 800, "timeoutMs": 30000 } }, "metaclaw-hooks": { "enabled": true }, "lossless-claw": { "enabled": true, "config": { "freshTailCount": 32, "contextThreshold": 0.75, "incrementalMaxDepth": -1, "ignoreSessionPatterns": [ "agent:*:cron:**" ], "statelessSessionPatterns": [ "agent:*:subagent:**" ], "skipStatelessSessions": true, "summaryModel": "openai-codex/gpt-5.1-codex-mini" } } }, "installs": { "metaclaw-hooks": { "source": "path", "sourcePath": "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "installPath": "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "version": "0.1.0", "installedAt": "2026-03-22T16:19:13.013Z" }, "lossless-claw": { "source": "path", "sourcePath": "/home/node/.openclaw/workspace/tools/lossless-claw", "installPath": "/home/node/.openclaw/workspace/tools/lossles ```
--- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:09 AM System: [2026-03-25 02:09:09 GMT+2] Gateway restart config-patch ok (config.patch) System: Expanded llm-task allowedModels to the full available OpenAI Codex catalog while keeping gpt-5.4 as default, so internal workflows and heartbeats can use lighter models when appropriate. System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:09 GMT+2] yes --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:10 AM Done. I set: - **main chat default:** `openai-codex/gpt-5.4` - **LCM summarization:** `openai-codex/gpt-5.1-codex-mini` - **heartbeat runs:** `openai-codex/gpt-5.1-codex-mini` So now the split is cleaner: - **foreground conversation quality** stays high - **background/maintenance work** gets cheaper/lighter - **context compaction** also uses the lighter model The exact setting added was: - `agents.defaults.heartbeat.model = openai-codex/gpt-5.1-codex-mini` Thatโ€™s the proper first-class heartbeat override, so this is better than relying on indirect behavior. At this point the main optimization pass is basically in place. If you want, next Iโ€™d probably tackle one of these: 1. fix the **Telegram group allowlist** warning, 2. add a proper **memory embeddings provider** so semantic recall actually works, or 3. clean up the small **orphan transcript** doctor warning. --- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:11 AM System: [2026-03-25 02:10:49 GMT+2] Gateway restart config-patch ok (config.patch) System: Set default heartbeat model to openai-codex/gpt-5.1-codex-mini so background heartbeat runs use a lighter model while normal chat stays on gpt-5.4. System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:11 GMT+2] y --- ## ๐Ÿ‘ค User โ€” Mar 25, 2026, 2:11 AM yes --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:11 AM
๐Ÿ’ญ Thinking **Investigating user request** I noticed the user is asking about the current configuration rather than prior memory. So, I don't think I need to do a memory search for this. There's a possibility that no skill is required for that specific task. It seems like I should check the schema or documentation for clarity on how to respond accurately. I'll make sure to gather the right information before proceeding.
Iโ€™m checking the exact memory search config options and what embedding providers/models this setup can support cleanly before I change anything. **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.schema.lookup", "path": "agents.defaults.memorySearch", "note": "Inspecting memory search config schema before enabling embeddings" } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw memory status --deep", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 180 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "grep -Rni -I -m 120 \"memorySearch.*provider\\|embedding provider\\|embeddings\\|memory status --deep\\|agents.defaults.memorySearch\" /app/docs /app/dist 2>/dev/null | head -n 120", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "agents.defaults.memorySearch", "schema": { "type": "object", "additionalProperties": false }, "hint": { "label": "Memory Search", "help": "Vector search over MEMORY.md and memory/*.md (per-agent overrides supported).", "tags": [ "advanced" ] }, "hintPath": "agents.defaults.memorySearch", "children": [ { "key": "enabled", "path": "agents.defaults.memorySearch.enabled", "type": "boolean", "required": false, "hasChildren": false, "hint": { "label": "Enable Memory Search", "help": "Master toggle for memory search indexing and retrieval behavior on this agent profile. Keep enabled for semantic recall, and disable when you want fully stateless responses.", "tags": [ "advanced" ] }, "hintPath": "agents.defaults.memorySearch.enabled" }, { "key": "sources", "path": "agents.defaults.memorySearch.sources", "type": "array", "required": false, "hasChildren": true, "hint": { "label": "Memory Search Sources", "help": "Chooses which sources are indexed: \"memory\" reads MEMORY.md + memory files, and \"sessions\" includes transcript history. Keep [\"memory\"] unless you need recall from prior chat transcripts.", "tags": [ "advanced" ] }, "hintPath": "agents.defaults.memorySearch.sources" }, { "key": "extraPaths", "path": "agents.defaults.memorySearch.extraPaths", "type": "array", "required": false, "hasChildren": true, "hint": { "label": "Extra Memory Paths", "help": "Adds extra directories or .md files to the memory index beyond default memory files. Use this when key reference docs live elsewhere in your repo; when multimodal memory is enabled, matching image/audio files under these paths are also eligible for indexing.", "tags": [ "storage" ] }, "hintPath": "agents.defaults.memorySearch.extraPaths" }, { "key": "multimodal", "path": "agents.defaults.memorySearch.multimodal", "type": "object", "required": false, "hasChildren": true, "hint": { "label": "Memory Search Multimodal", "help": "Optional multimodal memory settings for indexing image and audio files from configured extra paths. Keep this off unless your embedding model explicitly supports cross-modal embeddings, and set `memorySearch.fallback` to \"none\" while it is enabled. Matching files are uploaded to the configured remote embedding provider during indexing.", "tags": [ "advanced" ] }, "hintPath": "agents.defaults.memorySearch.multimodal" }, { "key": "experimental", "path": "agents.defaults.memorySearch.experimental", "type": "object", "required": false, "hasChildren": true }, { "key": "provider", "path": "agents.defaults.memorySearch.provider", "required": false, "hasChildren": false, "hint": { "label": "Memory Search Provider", "help": "Selects the embedding backend used to build/query memory vectors: \"openai\", \"gemini\", \"voyage\", \"mistral\", \"ollama\", or \"local\". Keep your most reliable provider here and configure fallback for resilience.", "tags": [ "advanced" ] }, "hintPath": "agents.defaults.memorySearch.provider" }, { "key": "remote", "path": "agents.defaults.memorySearch.remote", "type": "object", "required": false, "hasChildren": true }, { "key": "fallback", "path": "agents.defaults.memorySearch.fallback", "required": false, "hasChildren": false, "hint": { "label": "Memory Search Fallback", "help": "Backup provider used when primary embeddings fail: \"openai\", \"gemini\", \"voyage\", \"mistral\", \"ollama\", \"local\", or \"none\". Set a real fallback for production reliability; use \"none\" only if you prefer explicit failures.", "tags": [ "reliability" ] }, "hintPath": "agents.defaults.memorySearch.fallback" }, { "key": "model", "path": "agents.defaults.memorySearch.model", "type": "string", "required": false, "hasChildren": false, "hint": { "label": "Memory Search Model", "help": "Embedding model override used by the selected memory provider when a non-default model is required. Set this only when you need explicit recall quality/cost tuning beyond provider defaults.", "tags": [ "models" ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.1-codex-mini (override)[39m Memory Search (main) Provider: none (requested: auto) Model: none Sources: memory Indexed: 0/4 files ยท 0 chunks Dirty: yes Store: ~/.openclaw/memory/main.sqlite Workspace: ~/.openclaw/workspace Embeddings: unavailable Embeddings error: No API key found for provider "openai". You are authenticated with OpenAI Codex OAuth. Use openai-codex/gpt-5.4 (OAuth) or set OPENAI_API_KEY to use openai/gpt-5.4. No API key found for provider "google". Auth store: /home/node/.openclaw/agents/main/agent/auth-profiles.json (agentDir: /home/node/.openclaw/agents/main/agent). Configure auth for this agent (openclaw agents add ) or copy auth-profiles.json from the main agentDir. No API key found for provider "voyage". Auth store: /home/node/.openclaw/agents/main/agent/auth-profiles.json (agentDir: /home/node/.openclaw/agents/main/agent). Configure auth for this agent (openclaw agents add ) or copy auth-profiles.json from the main agentDir. No API key found for provider "mistral". Auth store: /home/node/.openclaw/agents/main/agent/auth-profiles.json (agentDir: /home/node/.openclaw/agents/main/agent). Configure auth for this agent (openclaw agents add ) or copy auth-profiles.json from the main agentDir. By source: memory ยท 0/4 files ยท 0 chunks Vector: unknown FTS: ready Embedding cache: enabled (0 entries) Batch: disabled (failures 0/2) ```
๐Ÿ“‹ Result ``` /app/docs/cli/memory.md:23:openclaw memory status --deep /app/docs/cli/memory.md:28:openclaw memory status --deep --index /app/docs/cli/memory.md:29:openclaw memory status --deep --index --verbose /app/docs/concepts/memory.md:101:- Configure memory search under `agents.defaults.memorySearch` (not top-level /app/docs/concepts/memory.md:103:- Uses remote embeddings by default. If `memorySearch.provider` is not set, OpenClaw auto-selects: /app/docs/concepts/memory.md:112:- `memorySearch.provider = "ollama"` is also supported for local/self-hosted /app/docs/concepts/memory.md:113: Ollama embeddings (`/api/embeddings`), but it is not auto-selected. /app/docs/concepts/memory.md:115:Remote embeddings **require** an API key for the embedding provider. OpenClaw /app/docs/concepts/memory.md:118:embeddings for memory search. For Gemini, use `GEMINI_API_KEY` or /app/docs/concepts/memory.md:186: # (Optional) force an index refresh + embeddings /app/docs/concepts/memory.md:266: (existing Markdown embeddings) until QMD recovers. /app/docs/concepts/memory.md:324:- Search queries remain text, but Gemini can compare those text queries against indexed image/audio embeddings. /app/docs/concepts/memory.md:327:### Gemini embeddings (native) /app/docs/concepts/memory.md:329:Set the provider to `gemini` to use the Gemini embeddings API directly: /app/docs/concepts/memory.md:393:If you don't want to set an API key, use `memorySearch.provider = "local"` or set /app/docs/concepts/memory.md:399:- The fallback provider is only used when the primary embedding provider fails. /app/docs/concepts/memory.md:403:- Disabled by default. Set `agents.defaults.memorySearch.remote.batch.enabled = true` to enable for large-corpus indexing (OpenAI, Gemini, and Voyage). /app/docs/concepts/memory.md:406:- Batch mode applies when `memorySearch.provider = "openai"` or `"gemini"` and uses the corresponding API key. /app/docs/concepts/memory.md:407:- Gemini batch jobs use the async embeddings batch endpoint and require Gemini Batch API availability. /app/docs/concepts/memory.md:442:- Set `agents.defaults.memorySearch.provider = "local"`. /app/docs/concepts/memory.md:443:- Provide `agents.defaults.memorySearch.local.modelPath` (GGUF or `hf:` URI). /app/docs/concepts/memory.md:444:- Optional: set `agents.defaults.memorySearch.fallback = "none"` to avoid remote fallback. /app/docs/concepts/memory.md:448:- `memory_search` semantically searches Markdown chunks (~400 token target, 80-token overlap) from `MEMORY.md` + `memory/**/*.md`. It returns snippet text (capped ~700 chars), file path, line range, score, provider/model, and whether we fell back from local โ†’ remote embeddings. No full file payload is returned. /app/docs/concepts/memory.md:455:- Index storage: per-agent SQLite at `~/.openclaw/memory/.sqlite` (configurable via `agents.defaults.memorySearch.store.path`, supports `{agentId}` token). /app/docs/concepts/memory.md:505:- If embeddings are unavailable (or the provider returns a zero-vector), we still run BM25 and return keyword matches. /app/docs/concepts/memory.md:678:OpenClaw can cache **chunk embeddings** in SQLite so reindexing and frequent updates (especially session transcripts) don't re-embed unchanged text. /app/docs/concepts/memory.md:739:When the sqlite-vec extension is available, OpenClaw stores embeddings in a /app/docs/concepts/memory.md:763: cosine similarity over stored embeddings. /app/docs/concepts/memory.md:772:- When `memorySearch.provider = "local"`, `node-llama-cpp` resolves `modelPath`; if the GGUF is missing it **auto-downloads** to the cache (or `local.modelCacheDir` if set), then loads it. Downloads resume on retry. /app/docs/concepts/memory.md:774:- Fallback: if local setup fails and `memorySearch.fallback = "openai"`, we automatically switch to remote embeddings (`openai/text-embedding-3-small` unless overridden) and record the reason. /app/docs/experiments/research/memory.md:99:- optional embeddings table for semantic recall (still offline) /app/docs/experiments/research/memory.md:166: - find candidate opinions by entity overlap + similarity (FTS first, embeddings later) /app/docs/experiments/research/memory.md:198:- start with SQLite FTS + (optional) simple embeddings; youโ€™ll get most UX wins immediately. /app/docs/experiments/research/memory.md:207:- Embeddings + brute force (works surprisingly far if chunk count is low) /app/docs/experiments/research/memory.md:222:- Add embeddings only if recall quality or scale demands it. /app/docs/help/faq.md:1291:Only if you use **OpenAI embeddings**. Codex OAuth covers chat/completions and /app/docs/help/faq.md:1292:does **not** grant embeddings access, so **signing in with Codex (OAuth or the /app/docs/help/faq.md:1293:Codex CLI login)** does not help for semantic memory search. OpenAI embeddings /app/docs/help/faq.md:1303:`memorySearch.provider = "ollama"`. /app/docs/help/faq.md:1305:If you'd rather stay local, set `memorySearch.provider = "local"` (and optionally ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:11 AM
๐Ÿ’ญ Thinking
The clean options here are: - **remote embeddings**: OpenAI/Gemini/Voyage/Mistral, but they need real API keys - **local embeddings**: no API key, but needs a local model path / auto-download setup Since you havenโ€™t told me to add any external API key, the safest useful path is probably **local embeddings** if the environment supports it. Iโ€™m checking the exact local config fields and any installed support first. **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.schema.lookup", "path": "agents.defaults.memorySearch.local", "note": "Inspecting local memory embedding config before enabling local embeddings" } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "sed -n '380,470p' /app/docs/concepts/memory.md", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "node -e \"try{require('node-llama-cpp');console.log('node-llama-cpp:yes')}catch(e){console.log('node-llama-cpp:no')}\"", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 60 } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "agents.defaults.memorySearch.local", "schema": { "type": "object", "additionalProperties": false }, "children": [ { "key": "modelPath", "path": "agents.defaults.memorySearch.local.modelPath", "type": "string", "required": false, "hasChildren": false, "hint": { "label": "Local Embedding Model Path", "help": "Specifies the local embedding model source for local memory search, such as a GGUF file path or `hf:` URI. Use this only when provider is `local`, and verify model compatibility before large index rebuilds.", "tags": [ "storage" ] }, "hintPath": "agents.defaults.memorySearch.local.modelPath" }, { "key": "modelCacheDir", "path": "agents.defaults.memorySearch.local.modelCacheDir", "type": "string", "required": false, "hasChildren": false } ] } } ```
๐Ÿ“‹ Result ``` memorySearch: { provider: "openai", model: "text-embedding-3-small", remote: { baseUrl: "https://api.example.com/v1/", apiKey: "YOUR_OPENAI_COMPAT_API_KEY", headers: { "X-Custom-Header": "value" } } } } } ``` If you don't want to set an API key, use `memorySearch.provider = "local"` or set `memorySearch.fallback = "none"`. Fallbacks: - `memorySearch.fallback` can be `openai`, `gemini`, `voyage`, `mistral`, `ollama`, `local`, or `none`. - The fallback provider is only used when the primary embedding provider fails. Batch indexing (OpenAI + Gemini + Voyage): - Disabled by default. Set `agents.defaults.memorySearch.remote.batch.enabled = true` to enable for large-corpus indexing (OpenAI, Gemini, and Voyage). - Default behavior waits for batch completion; tune `remote.batch.wait`, `remote.batch.pollIntervalMs`, and `remote.batch.timeoutMinutes` if needed. - Set `remote.batch.concurrency` to control how many batch jobs we submit in parallel (default: 2). - Batch mode applies when `memorySearch.provider = "openai"` or `"gemini"` and uses the corresponding API key. - Gemini batch jobs use the async embeddings batch endpoint and require Gemini Batch API availability. Why OpenAI batch is fast + cheap: - For large backfills, OpenAI is typically the fastest option we support because we can submit many embedding requests in a single batch job and let OpenAI process them asynchronously. - OpenAI offers discounted pricing for Batch API workloads, so large indexing runs are usually cheaper than sending the same requests synchronously. - See the OpenAI Batch API docs and pricing for details: - [https://platform.openai.com/docs/api-reference/batch](https://platform.openai.com/docs/api-reference/batch) - [https://platform.openai.com/pricing](https://platform.openai.com/pricing) Config example: ```json5 agents: { defaults: { memorySearch: { provider: "openai", model: "text-embedding-3-small", fallback: "openai", remote: { batch: { enabled: true, concurrency: 2 } }, sync: { watch: true } } } } ``` Tools: - `memory_search` โ€” returns snippets with file + line ranges. - `memory_get` โ€” read memory file content by path. Local mode: - Set `agents.defaults.memorySearch.provider = "local"`. - Provide `agents.defaults.memorySearch.local.modelPath` (GGUF or `hf:` URI). - Optional: set `agents.defaults.memorySearch.fallback = "none"` to avoid remote fallback. ### How the memory tools work - `memory_search` semantically searches Markdown chunks (~400 token target, 80-token overlap) from `MEMORY.md` + `memory/**/*.md`. It returns snippet text (capped ~700 chars), file path, line range, score, provider/model, and whether we fell back from local โ†’ remote embeddings. No full file payload is returned. - `memory_get` reads a specific memory Markdown file (workspace-relative), optionally from a starting line and for N lines. Paths outside `MEMORY.md` / `memory/` are rejected. - Both tools are enabled only when `memorySearch.enabled` resolves true for the agent. ### What gets indexed (and when) - File type: Markdown only (`MEMORY.md`, `memory/**/*.md`). - Index storage: per-agent SQLite at `~/.openclaw/memory/.sqlite` (configurable via `agents.defaults.memorySearch.store.path`, supports `{agentId}` token). - Freshness: watcher on `MEMORY.md` + `memory/` marks the index dirty (debounce 1.5s). Sync is scheduled on session start, on search, or on an interval and runs asynchronously. Session transcripts use delta thresholds to trigger background sync. - Reindex triggers: the index stores the embedding **provider/model + endpoint fingerprint + chunking params**. If any of those change, OpenClaw automatically resets and reindexes the entire store. ### Hybrid search (BM25 + vector) When enabled, OpenClaw combines: - **Vector similarity** (semantic match, wording can differ) - **BM25 keyword relevance** (exact tokens like IDs, env vars, code symbols) If full-text search is unavailable on your platform, OpenClaw falls back to vector-only search. #### Why hybrid? Vector search is great at โ€œthis means the same thingโ€: ```
๐Ÿ“‹ Result ``` node-llama-cpp:no ```
--- ## ๐Ÿ‘ค User โ€” Mar 25, 2026, 2:12 AM dont look at just codex models in yoooour searcg --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:12 AM
๐Ÿ’ญ Thinking
Fair. That was too narrow. I checked what was easiest from the current OpenClaw surface, but for **memory embeddings** I should be looking across **embedding backends**, not just the Codex/chat model side. What actually matters here is: - **OpenAI embeddings** (`text-embedding-3-small`, etc.) via real API key - **Gemini embeddings** - **Voyage** - **Mistral** - **Ollama** - **local** Not the Codex chat catalog. So the real question is: **what embedding providers are available or can be exposed in this setup**, not โ€œwhich Codex model do we haveโ€. If you want, Iโ€™ll do the correct pass now: 1. inspect the full configured/available **embedding provider** options, 2. check whether any provider auth already exists beyond Codex OAuth, 3. then recommend the best memory backend for this machine. --- ## ๐Ÿ‘ค User โ€” Mar 25, 2026, 2:13 AM explore all model options, 5.1 mini is fine but im sure u miseed some --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 1:58 AM --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 1:58 AM
๐Ÿ’ญ Thinking **Considering config paths** I should probably mention that the config path isnโ€™t found. I want to ensure my answer is clear and concise for the user. Being straightforward will help avoid confusion. So I'll keep it simple and to the point while still being helpful. I wonder if there's a specific way I should present this, to make it clear without being overly complicated. Getting this right is important!
Done. **Reality check** - Cloned the repo into `tools/lossless-claw` - Installed it in **linked mode** - Installed its missing npm deps - Restarted OpenClaw - Verified the plugin now **loads successfully** **Current state** - Plugin: **Lossless Context Management** - ID: `lossless-claw` - Version: `0.5.1` - DB path: `/home/node/.openclaw/lcm.db` - Current summarization model: **openai-codex/gpt-5.4** (default) **What I used** - linked install from: - `/home/node/.openclaw/workspace/tools/lossless-claw` **One thing worth adjusting** Right now itโ€™s using your default model for summarization. That works, but itโ€™s probably more expensive than necessary. A cheaper/faster summarizer is usually better for LCM. Iโ€™d suggest next setting plugin config roughly like: - `freshTailCount: 32` - `contextThreshold: 0.75` - `incrementalMaxDepth: -1` - `ignoreSessionPatterns: ["agent:*:cron:**"]` - and optionally a cheaper `summaryModel` If you want, I can do the next step and **configure lossless-claw properly** for your setup instead of leaving it on defaults. --- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:01 AM System: [2026-03-25 01:58:34 GMT+2] Gateway restart restart ok (gateway.restart) System: Activate linked lossless-claw plugin after installation System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:01 GMT+2] proceed, are u able to pick a optimal model for summaries then --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:01 AM
๐Ÿ’ญ Thinking
Yep โ€” I can pick a sensible summary model, but I want to choose from what your OpenClaw is actually configured to use rather than guessing. Iโ€™m checking the available model/config surface and running the doctor pass the restart asked for. **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.schema.lookup", "path": "plugins.entries.lossless-claw", "note": "Inspecting lossless-claw config schema before patching" } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw doctor --non-interactive", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 180 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models --help && printf '\\n---\\n' && openclaw models list 2>/dev/null || true", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 180 } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "plugins.entries.lossless-claw", "schema": { "type": "object", "additionalProperties": false }, "hint": { "label": "Lossless Context Management", "help": "DAG-based conversation summarization with incremental compaction, full-text search, and sub-agent expansion (plugin: lossless-claw)", "tags": [ "advanced" ] }, "hintPath": "plugins.entries.lossless-claw", "children": [ { "key": "enabled", "path": "plugins.entries.lossless-claw.enabled", "type": "boolean", "required": false, "hasChildren": false, "hint": { "label": "Enable Lossless Context Management", "tags": [ "advanced" ] }, "hintPath": "plugins.entries.lossless-claw.enabled" }, { "key": "hooks", "path": "plugins.entries.lossless-claw.hooks", "type": "object", "required": false, "hasChildren": true, "hint": { "label": "Plugin Hook Policy", "help": "Per-plugin typed hook policy controls for core-enforced safety gates. Use this to constrain high-impact hook categories without disabling the entire plugin.", "tags": [ "advanced" ] }, "hintPath": "plugins.entries.*.hooks" }, { "key": "config", "path": "plugins.entries.lossless-claw.config", "type": "object", "required": false, "hasChildren": true, "hint": { "label": "Lossless Context Management Config", "help": "Plugin-defined config payload for lossless-claw.", "tags": [ "advanced" ] }, "hintPath": "plugins.entries.lossless-claw.config" } ] } } ```
๐Ÿ“‹ Result ``` โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„ โ–ˆโ–ˆโ–‘โ–„โ–„โ–„โ–‘โ–ˆโ–ˆโ–‘โ–„โ–„โ–‘โ–ˆโ–ˆโ–‘โ–„โ–„โ–„โ–ˆโ–ˆโ–‘โ–€โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–‘โ–„โ–„โ–€โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–„โ–„โ–€โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–ˆโ–ˆ โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–‘โ–€โ–€โ–‘โ–ˆโ–ˆโ–‘โ–„โ–„โ–„โ–ˆโ–ˆโ–‘โ–ˆโ–‘โ–ˆโ–‘โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–€โ–€โ–‘โ–ˆโ–ˆโ–‘โ–ˆโ–‘โ–ˆโ–‘โ–ˆโ–ˆ โ–ˆโ–ˆโ–‘โ–€โ–€โ–€โ–‘โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–€โ–€โ–€โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–„โ–‘โ–ˆโ–ˆโ–‘โ–€โ–€โ–„โ–ˆโ–ˆโ–‘โ–€โ–€โ–‘โ–ˆโ–‘โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–„โ–€โ–„โ–€โ–„โ–ˆโ–ˆ โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€ ๐Ÿฆž OPENCLAW ๐Ÿฆž โ”Œ OpenClaw doctor [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m โ”‚ โ—‡ Doctor warnings โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - channels.telegram.groupPolicy is "allowlist" but groupAllowFrom (and โ”‚ โ”‚ allowFrom) is empty โ€” all group messages will be silently dropped. โ”‚ โ”‚ Add sender IDs to channels.telegram.groupAllowFrom or โ”‚ โ”‚ channels.telegram.allowFrom, or set groupPolicy to "open". โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ State integrity โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - Found 1 orphan transcript file(s) in โ”‚ โ”‚ ~/.openclaw/agents/main/sessions. They are not referenced by โ”‚ โ”‚ sessions.json and can consume disk over time. โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ Session locks โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - Found 1 session lock file. โ”‚ โ”‚ - ~/.openclaw/agents/main/sessions/e54ec8d7-2c81-4a6a-aeea-1b3045ff8ca0.js โ”‚ โ”‚ onl.lock โ”‚ โ”‚ pid=7 (alive) age=19s stale=no โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ Security โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - WARNING: Gateway bound to "lan" (0.0.0.0) (network-accessible). โ”‚ โ”‚ Ensure your auth credentials are strong and not exposed. โ”‚ โ”‚ Safer remote access: keep bind loopback and use Tailscale โ”‚ โ”‚ Serve/Funnel or an SSH tunnel. โ”‚ โ”‚ Example tunnel: ssh -N -L 18789:127.0.0.1:18789 user@gateway-host โ”‚ โ”‚ Docs: https://docs.openclaw.ai/gateway/remote โ”‚ โ”‚ - Run: openclaw security audit --deep โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ Skills status โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ Eligible: 6 โ”‚ โ”‚ Missing requirements: 48 โ”‚ โ”‚ Blocked by allowlist: 0 โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ Plugins โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ Loaded: 12 โ”‚ โ”‚ Disabled: 31 โ”‚ โ”‚ Errors: 0 โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ Telegram: ok (@IIXXI_Claw_bot) (2621ms) Agents: main (default) Heartbeat interval: 30m (main) Session store (main): /home/node/.openclaw/agents/main/sessions/sessions.json (12 entries) - agent:main:main (0m ago) - agent:main:webchat-1774369948830 (376m ago) - agent:main:webchat-1774369461846 (452m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64 (512m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64:run:dc813ede-3487-4c5f-910f-7cc30fe3e81b (512m ago) โ”‚ โ—‡ Memory search โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ Memory search is enabled but no embedding provider is configured. โ”‚ โ”‚ Semantic recall will not work without an embedding provider. โ”‚ โ”‚ Gateway memory probe for default agent is not ready: No API key found โ”‚ โ”‚ for provider "openai". You are authenticated with OpenAI Codex OAuth. โ”‚ โ”‚ Use openai-codex/gpt-5.4 (OAuth) or set OPENAI_API_KEY to use โ”‚ โ”‚ openai/gpt-5.4. โ”‚ โ”‚ โ”‚ โ”‚ No API key found for provider "google". Auth store: ```
๐Ÿ“‹ Result ``` ๐Ÿฆž OpenClaw 2026.3.13 (unknown) โ€” Hot reload for config, cold sweat for deploys. Usage: openclaw models [options] [command] Model discovery, scanning, and configuration Options: --agent Agent id to inspect (overrides OPENCLAW_AGENT_DIR/PI_CODING_AGENT_DIR) -h, --help Display help for command --status-json Output JSON (alias for `models status --json`) (default: false) --status-plain Plain output (alias for `models status --plain`) (default: false) Commands: aliases Manage model aliases auth Manage model auth profiles fallbacks Manage model fallback list image-fallbacks Manage image model fallback list list List models (configured by default) scan Scan OpenRouter free models for tools + images set Set the default model set-image Set the image model status Show configured model state Docs: https://docs.openclaw.ai/cli/models --- [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m Model Input Ctx Local Auth Tags openai-codex/gpt-5.4 text+image 266k no yes default ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:02 AM
๐Ÿ’ญ Thinking
Short answer: **yes, but right now your best available summary model is the same one already configured**. I checked the live model catalog and you currently only have: - `openai-codex/gpt-5.4` So I can optimize the **LCM behavior** now, but I canโ€™t honestly choose a cheaper/faster summarizer until you add at least one more candidate model. Iโ€™m going to set the plugin up with sane defaults and leave summarization on the current default model for now. **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.schema.lookup", "path": "plugins.entries.lossless-claw.config", "note": "Inspecting lossless-claw plugin config schema before applying recommended defaults" } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "plugins.entries.lossless-claw.config", "schema": { "type": "object", "additionalProperties": false }, "hint": { "label": "Lossless Context Management Config", "help": "Plugin-defined config payload for lossless-claw.", "tags": [ "advanced" ] }, "hintPath": "plugins.entries.lossless-claw.config", "children": [ { "key": "enabled", "path": "plugins.entries.lossless-claw.config.enabled", "type": "boolean", "required": false, "hasChildren": false }, { "key": "contextThreshold", "path": "plugins.entries.lossless-claw.config.contextThreshold", "type": "number", "required": false, "hasChildren": false, "hint": { "label": "Context Threshold", "help": "Fraction of context window that triggers compaction (0.0โ€“1.0)", "tags": [ "advanced" ] }, "hintPath": "plugins.entries.lossless-claw.config.contextThreshold" }, { "key": "incrementalMaxDepth", "path": "plugins.entries.lossless-claw.config.incrementalMaxDepth", "type": "integer", "required": false, "hasChildren": false, "hint": { "label": "Incremental Max Depth", "help": "How deep incremental compaction goes (0 = leaf only, -1 = unlimited)", "tags": [ "performance" ] }, "hintPath": "plugins.entries.lossless-claw.config.incrementalMaxDepth" }, { "key": "freshTailCount", "path": "plugins.entries.lossless-claw.config.freshTailCount", "type": "integer", "required": false, "hasChildren": false, "hint": { "label": "Fresh Tail Count", "help": "Number of recent messages protected from compaction", "tags": [ "advanced" ] }, "hintPath": "plugins.entries.lossless-claw.config.freshTailCount" }, { "key": "leafMinFanout", "path": "plugins.entries.lossless-claw.config.leafMinFanout", "type": "integer", "required": false, "hasChildren": false }, { "key": "condensedMinFanout", "path": "plugins.entries.lossless-claw.config.condensedMinFanout", "type": "integer", "required": false, "hasChildren": false }, { "key": "condensedMinFanoutHard", "path": "plugins.entries.lossless-claw.config.condensedMinFanoutHard", "type": "integer", "required": false, "hasChildren": false }, { "key": "dbPath", "path": "plugins.entries.lossless-claw.config.dbPath", "type": "string", "required": false, "hasChildren": false, "hint": { "label": "Database Path", "help": "Path to LCM SQLite database (default: ~/.openclaw/lcm.db)", "tags": [ "storage" ] }, "hintPath": "plugins.entries.lossless-claw.config.dbPath" }, { "key": "ignoreSessionPatterns", "path": "plugins.entries.lossless-claw.config.ignoreSessionPatterns", "type": "array", "required": false, "hasChildren": true, "hint": { "label": "Ignored Sessions", "help": "Glob patterns for session keys to exclude from LCM storage", "tags": [ "storage" ] }, "hintPath": "plugins.entries.lossless-claw.config.ignoreSessionPatterns" }, { "key": "statelessSessionPatterns", "path": "plugins.entries.lossless-claw.config.statelessSessionPatterns", "type": "array", "required": false, "hasChildren": true, "hint": { "label": "Stateless Sessions", "help": "Glob patterns for session keys that can read from LCM but never write to it", "tags": [ "storage" ] }, "hintPath": "plugins.entries.lossless-claw.config.statelessSessionPatterns" }, { "key": "skipStatelessSessions", "path": "plugins.entries.lossless-claw.config.skipStatelessSessions", "type": "boolean", "required": false, "hasChildren": false, "hint": { "label": "Skip Stateless Sessions", "help": "When enabled, matching stateless session keys skip LCM persistence and grant writes", "tags": [ "storage" ] }, "hintPath": "plugins.entries.lossless-claw.config.skipStatelessSessions" }, { "key": "largeFileThresholdTokens", "path": "plugins.entries.lossless-claw.config.largeFileThresholdTokens", "type": "integer", "required": false, "hasChildren": false }, { "key": "summaryModel" ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:02 AM **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.patch", "note": "Configured lossless-claw with recommended defaults for this OpenClaw setup; leaving summary model on the only currently available configured model.", "patch": { "plugins": { "entries": { "lossless-claw": { "enabled": true, "config": { "freshTailCount": 32, "contextThreshold": 0.75, "incrementalMaxDepth": -1, "ignoreSessionPatterns": [ "agent:*:cron:**" ], "statelessSessionPatterns": [ "agent:*:subagent:**" ], "skipStatelessSessions": true } } } } }, "restartDelayMs": 0, "timeoutMs": 120000 } ```
๐Ÿ“‹ Result ``` { "status": "error", "tool": "gateway", "error": "raw required" } ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:02 AM
๐Ÿ’ญ Thinking **Considering configuration options** I'm thinking about whether config.patch expects raw or baseHash. Maybe using gateway config.get is a simpler approach? I could consider using gateway config.patch with a raw string, but the schema is unclear since it indicates raw is optional and baseHash is mentioned. It's possible that raw refers to a JSON patch. I think itโ€™s best to start with config.get to clarify things.
The config tool wants the patch in its raw form here, so Iโ€™m grabbing the current config first and then applying a safe merge patch. **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.get", "timeoutMs": 120000 } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "/home/node/.openclaw/openclaw.json", "exists": true, "raw": "{\n meta: {\n lastTouchedVersion: '2026.3.13',\n lastTouchedAt: '2026-03-24T23:56:42.714Z',\n },\n models: {\n providers: {\n metaclaw: {\n baseUrl: 'http://127.0.0.1:30000/v1',\n apiKey: '__OPENCLAW_REDACTED__',\n api: 'openai-completions',\n models: [\n {\n id: 'gpt-5.4',\n name: 'gpt-5.4',\n api: 'openai-completions',\n reasoning: true,\n input: [\n 'text',\n ],\n cost: {\n input: 0,\n output: 0,\n cacheRead: 0,\n cacheWrite: 0,\n },\n contextWindow: 32768,\n maxTokens: 8192,\n },\n ],\n },\n },\n },\n agents: {\n defaults: {\n model: {\n primary: 'openai-codex/gpt-5.4',\n },\n compaction: {\n mode: 'safeguard',\n },\n },\n },\n tools: {\n profile: 'full',\n web: {\n fetch: {\n firecrawl: {\n enabled: true,\n baseUrl: 'https://api.firecrawl.dev',\n onlyMainContent: true,\n maxAgeMs: 86400000,\n timeoutSeconds: 60,\n },\n },\n },\n elevated: {\n enabled: true,\n },\n exec: {\n host: 'gateway',\n security: 'full',\n },\n fs: {\n workspaceOnly: false,\n },\n },\n commands: {\n native: 'auto',\n nativeSkills: 'auto',\n restart: true,\n ownerDisplay: 'raw',\n },\n session: {\n dmScope: 'per-channel-peer',\n },\n channels: {\n telegram: {\n enabled: true,\n dmPolicy: 'pairing',\n botToken: '__OPENCLAW_REDACTED__',\n groups: {\n '*': {\n requireMention: true,\n },\n },\n groupPolicy: 'allowlist',\n streaming: 'partial',\n },\n },\n gateway: {\n mode: 'local',\n bind: 'lan',\n controlUi: {\n allowedOrigins: [\n 'http://localhost:18789',\n 'http://127.0.0.1:18789',\n 'http://localhost:18790',\n 'http://127.0.0.1:18790',\n ],\n },\n },\n plugins: {\n load: {\n paths: [\n '/home/node/.openclaw/workspace/plugins/metaclaw-hooks',\n '/home/node/.openclaw/workspace/tools/lossless-claw',\n ],\n },\n entries: {\n 'open-prose': {\n enabled: true,\n },\n 'llm-task': {\n enabled: true,\n config: {\n defaultProvider: 'openai-codex',\n defaultModel: 'gpt-5.4',\n defaultAuthProfileId: 'openai-codex:default',\n allowedModels: [\n 'openai-codex/gpt-5.4',\n ],\n maxTokens: 800,\n timeoutMs: 30000,\n },\n },\n 'metaclaw-hooks': {\n enabled: true,\n },\n 'lossless-claw': {\n enabled: true,\n },\n },\n installs: {\n 'metaclaw-hooks': {\n source: 'path',\n sourcePath: '/home/node/.openclaw/workspace/plugins/metaclaw-hooks',\n installPath: '/home/node/.openclaw/workspace/plugins/metaclaw-hooks',\n version: '0.1.0',\n installedAt: '2026-03-22T16:19:13.013Z',\n },\n 'lossless-claw': {\n source: 'path',\n sourcePath: '/home/node/.openclaw/workspace/tools/lossless-claw',\n installPath: '/home/node/.openclaw/workspace/tools/lossless-claw',\n version: '0.5.1',\n installedAt: '2026-03-24T23:56:41.885Z',\n },\n },\n },\n}", "parsed": { "meta": { "lastTouchedVersion": "2026.3.13", "lastTouchedAt": "2026-03-24T23:56:42.714Z" }, "models": { "providers": { "metaclaw": { "baseUrl": "http://127.0.0.1:30000/v1", "apiKey": "__OPENCLAW_REDACTED__", "api": "openai-completions", "models": [ { "id": "gpt-5.4", "name": "gpt-5.4", "api": "openai-completions", "reasoning": true, "input": [ "text" ], "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 }, "contextWindow": 32768, "maxTokens": 8192 } ] } } }, "agents": { "defaults": { "model": { "primary": "openai-codex/gpt-5.4" }, "compaction": { "mode": "safeguard" } } }, "tools": { "profile": "full", "web": { "fetch": { "firecrawl": { "enabled": true, "baseUrl": "https://api.firecrawl.dev", "onlyMainContent": true, "maxAgeMs": 86400000, "timeoutSe ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:02 AM
๐Ÿ’ญ Thinking **Considering config patching** I'm thinking that I need to create a config.patch, possibly using a raw patch in string format. It seems like the raw field might contain HJSON, but since config.patch merges, Iโ€™ll likely need to send the patch object in raw form. So, I think Iโ€™ll use the gateway to create config.patch, including the raw data as a JSON string, plus the baseHash to ensure everything works correctly.
**๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.patch", "baseHash": "63b9d56f3605cf30755a0c61af5bc2d20b34131e546c4b6604e13b13d1cddd60", "raw": "{\n plugins: {\n entries: {\n 'lossless-claw': {\n enabled: true,\n config: {\n freshTailCount: 32,\n contextThreshold: 0.75,\n incrementalMaxDepth: -1,\n ignoreSessionPatterns: ['agent:*:cron:**'],\n statelessSessionPatterns: ['agent:*:subagent:**'],\n skipStatelessSessions: true\n }\n }\n }\n }\n}", "note": "Configured lossless-claw with recommended defaults for this setup and left summary model on the only currently configured model." } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "ok": true, "path": "/home/node/.openclaw/openclaw.json", "config": { "meta": { "lastTouchedVersion": "2026.3.13", "lastTouchedAt": "2026-03-24T23:56:42.714Z" }, "models": { "providers": { "metaclaw": { "baseUrl": "http://127.0.0.1:30000/v1", "apiKey": "__OPENCLAW_REDACTED__", "api": "openai-completions", "models": [ { "id": "gpt-5.4", "name": "gpt-5.4", "api": "openai-completions", "reasoning": true, "input": [ "text" ], "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 }, "contextWindow": 32768, "maxTokens": 8192 } ] } } }, "agents": { "defaults": { "model": { "primary": "openai-codex/gpt-5.4" }, "compaction": { "mode": "safeguard" }, "maxConcurrent": 4, "subagents": { "maxConcurrent": 8 } } }, "tools": { "profile": "full", "web": { "fetch": { "firecrawl": { "enabled": true, "baseUrl": "https://api.firecrawl.dev", "onlyMainContent": true, "maxAgeMs": 86400000, "timeoutSeconds": 60 } } }, "elevated": { "enabled": true }, "exec": { "host": "gateway", "security": "full" }, "fs": { "workspaceOnly": false } }, "messages": { "ackReactionScope": "group-mentions" }, "commands": { "native": "auto", "nativeSkills": "auto", "restart": true, "ownerDisplay": "raw" }, "session": { "dmScope": "per-channel-peer" }, "channels": { "telegram": { "enabled": true, "dmPolicy": "pairing", "botToken": "__OPENCLAW_REDACTED__", "groups": { "*": { "requireMention": true } }, "groupPolicy": "allowlist", "streaming": "partial" } }, "gateway": { "mode": "local", "bind": "lan", "controlUi": { "allowedOrigins": [ "http://localhost:18789", "http://127.0.0.1:18789", "http://localhost:18790", "http://127.0.0.1:18790" ] } }, "plugins": { "load": { "paths": [ "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "/home/node/.openclaw/workspace/tools/lossless-claw" ] }, "entries": { "open-prose": { "enabled": true }, "llm-task": { "enabled": true, "config": { "defaultProvider": "openai-codex", "defaultModel": "gpt-5.4", "defaultAuthProfileId": "openai-codex:default", "allowedModels": [ "openai-codex/gpt-5.4" ], "maxTokens": 800, "timeoutMs": 30000 } }, "metaclaw-hooks": { "enabled": true }, "lossless-claw": { "enabled": true, "config": { "freshTailCount": 32, "contextThreshold": 0.75, "incrementalMaxDepth": -1, "ignoreSessionPatterns": [ "agent:*:cron:**" ], "statelessSessionPatterns": [ "agent:*:subagent:**" ], "skipStatelessSessions": true } } }, "installs": { "metaclaw-hooks": { "source": "path", "sourcePath": "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "installPath": "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "version": "0.1.0", "installedAt": "2026-03-22T16:19:13.013Z" }, "lossless-claw": { "source": "path", "sourcePath": "/home/node/.openclaw/workspace/tools/lossless-claw", "installPath": "/home/node/.openclaw/workspace/tools/lossless-claw", "version": "0.5.1", "installedAt": "2026-03-24T23:56:41.885Z" } } } }, "restart": { "ok": true, "pid": 7, "signal": "SIGUSR1", "delayMs": 2000, "reason": "config.patch", "mode": "emit", "coalesced": false, "cooldownMsApplied": 0 }, "sentinel": { "path": "/home/no ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:02 AM Proceeded. **What I changed** I configured `lossless-claw` with sensible defaults for your setup: - `freshTailCount: 32` - `contextThreshold: 0.75` - `incrementalMaxDepth: -1` - `ignoreSessionPatterns: ["agent:*:cron:**"]` - `statelessSessionPatterns: ["agent:*:subagent:**"]` - `skipStatelessSessions: true` That patch was applied and OpenClaw restarted successfully. **About the โ€œoptimalโ€ summary model** Right now, **no โ€” I canโ€™t pick a better one than the current default**, because your model catalog only exposes: - `openai-codex/gpt-5.4` So the honest answer is: - **best available today:** `openai-codex/gpt-5.4` - **best economic choice:** probably **not** ideal for summaries, but itโ€™s the only configured option available to choose from If you add a cheaper model later, Iโ€™d switch LCM summarization to that and keep your main chat model separate. **What Iโ€™d prefer for summaries once available** A good summary model should be: - cheaper - fast - decent at compression/faithful summarization - not necessarily your strongest reasoning model So if you later add something like a mini/haiku-class model, that would probably become the better LCM summary target. **One useful note from doctor** Thereโ€™s still a config warning unrelated to LCM: - Telegram group policy is allowlist-based, but no allowed senders are configured, so group messages would be dropped. If you want, next I can: 1. verify LCM is now using the new config live, or 2. help you add a **cheap dedicated summary model** so I can make a genuinely optimized model choice. --- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:04 AM System: [2026-03-25 02:03:03 GMT+2] Gateway restart config-patch ok (config.patch) System: Configured lossless-claw with recommended defaults for this setup and left summary model on the only currently configured model. System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:04 GMT+2] under openai should be more models, u need to expose them 5.4 is just default of many --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:04 AM
๐Ÿ’ญ Thinking **Evaluating memory and configuration** I might not need a memory search for prior decisions at this point. I think itโ€™s best to check the configuration schema for the models, possibly starting with the skill documentation Iโ€™ve used before. I definitely want to confirm which available models can be exposed. It seems important to review local documents or the configuration schema before making any changes. I should also take a close look at the model schema path to clarify things.
Yep โ€” that makes sense. Right now the issue isnโ€™t OpenAI availability, itโ€™s that your **OpenClaw model catalog only exposes one configured OpenAI Codex model**. Iโ€™m going to inspect the model config shape properly, then expose a few sensible additional OpenAI models instead of guessing field names. **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.schema.lookup", "path": "models", "note": "Inspecting model catalog schema before exposing additional OpenAI models" } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw doctor --non-interactive", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 180 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models status --plain", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "models", "schema": { "type": "object", "additionalProperties": false }, "hint": { "label": "Models", "group": "Models", "order": 70, "help": "Model catalog root for provider definitions, merge/replace behavior, and optional Bedrock discovery integration. Keep provider definitions explicit and validated before relying on production failover paths.", "tags": [ "models" ] }, "hintPath": "models", "children": [ { "key": "mode", "path": "models.mode", "required": false, "hasChildren": false, "hint": { "label": "Model Catalog Mode", "help": "Controls provider catalog behavior: \"merge\" keeps built-ins and overlays your custom providers, while \"replace\" uses only your configured providers. In \"merge\", matching provider IDs preserve non-empty agent models.json baseUrl values, while apiKey values are preserved only when the provider is not SecretRef-managed in current config/auth-profile context; SecretRef-managed providers refresh apiKey from current source markers, and matching model contextWindow/maxTokens use the higher value between explicit and implicit entries.", "tags": [ "models" ] }, "hintPath": "models.mode" }, { "key": "providers", "path": "models.providers", "type": "object", "required": false, "hasChildren": true, "hint": { "label": "Model Providers", "help": "Provider map keyed by provider ID containing connection/auth settings and concrete model definitions. Use stable provider keys so references from agents and tooling remain portable across environments.", "tags": [ "models" ] }, "hintPath": "models.providers" }, { "key": "bedrockDiscovery", "path": "models.bedrockDiscovery", "type": "object", "required": false, "hasChildren": true, "hint": { "label": "Bedrock Model Discovery", "help": "Automatic AWS Bedrock model discovery settings used to synthesize provider model entries from account visibility. Keep discovery scoped and refresh intervals conservative to reduce API churn.", "tags": [ "models" ] }, "hintPath": "models.bedrockDiscovery" } ] } } ```
๐Ÿ“‹ Result ``` โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„ โ–ˆโ–ˆโ–‘โ–„โ–„โ–„โ–‘โ–ˆโ–ˆโ–‘โ–„โ–„โ–‘โ–ˆโ–ˆโ–‘โ–„โ–„โ–„โ–ˆโ–ˆโ–‘โ–€โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–‘โ–„โ–„โ–€โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–„โ–„โ–€โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–ˆโ–ˆ โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–‘โ–€โ–€โ–‘โ–ˆโ–ˆโ–‘โ–„โ–„โ–„โ–ˆโ–ˆโ–‘โ–ˆโ–‘โ–ˆโ–‘โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–€โ–€โ–‘โ–ˆโ–ˆโ–‘โ–ˆโ–‘โ–ˆโ–‘โ–ˆโ–ˆ โ–ˆโ–ˆโ–‘โ–€โ–€โ–€โ–‘โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–€โ–€โ–€โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–„โ–‘โ–ˆโ–ˆโ–‘โ–€โ–€โ–„โ–ˆโ–ˆโ–‘โ–€โ–€โ–‘โ–ˆโ–‘โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–„โ–€โ–„โ–€โ–„โ–ˆโ–ˆ โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€ ๐Ÿฆž OPENCLAW ๐Ÿฆž โ”Œ OpenClaw doctor [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m โ”‚ โ—‡ Doctor warnings โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - channels.telegram.groupPolicy is "allowlist" but groupAllowFrom (and โ”‚ โ”‚ allowFrom) is empty โ€” all group messages will be silently dropped. โ”‚ โ”‚ Add sender IDs to channels.telegram.groupAllowFrom or โ”‚ โ”‚ channels.telegram.allowFrom, or set groupPolicy to "open". โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ State integrity โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - Found 1 orphan transcript file(s) in โ”‚ โ”‚ ~/.openclaw/agents/main/sessions. They are not referenced by โ”‚ โ”‚ sessions.json and can consume disk over time. โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ Session locks โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - Found 1 session lock file. โ”‚ โ”‚ - ~/.openclaw/agents/main/sessions/e54ec8d7-2c81-4a6a-aeea-1b3045ff8ca0.js โ”‚ โ”‚ onl.lock โ”‚ โ”‚ pid=7 (alive) age=13s stale=no โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ Security โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - WARNING: Gateway bound to "lan" (0.0.0.0) (network-accessible). โ”‚ โ”‚ Ensure your auth credentials are strong and not exposed. โ”‚ โ”‚ Safer remote access: keep bind loopback and use Tailscale โ”‚ โ”‚ Serve/Funnel or an SSH tunnel. โ”‚ โ”‚ Example tunnel: ssh -N -L 18789:127.0.0.1:18789 user@gateway-host โ”‚ โ”‚ Docs: https://docs.openclaw.ai/gateway/remote โ”‚ โ”‚ - Run: openclaw security audit --deep โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ Skills status โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ Eligible: 6 โ”‚ โ”‚ Missing requirements: 48 โ”‚ โ”‚ Blocked by allowlist: 0 โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ Plugins โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ Loaded: 12 โ”‚ โ”‚ Disabled: 31 โ”‚ โ”‚ Errors: 0 โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ Telegram: ok (@IIXXI_Claw_bot) (2297ms) Agents: main (default) Heartbeat interval: 30m (main) Session store (main): /home/node/.openclaw/agents/main/sessions/sessions.json (12 entries) - agent:main:main (0m ago) - agent:main:webchat-1774369948830 (379m ago) - agent:main:webchat-1774369461846 (455m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64 (515m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64:run:dc813ede-3487-4c5f-910f-7cc30fe3e81b (515m ago) โ”‚ โ—‡ Memory search โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ Memory search is enabled but no embedding provider is configured. โ”‚ โ”‚ Semantic recall will not work without an embedding provider. โ”‚ โ”‚ Gateway memory probe for default agent is not ready: No API key found โ”‚ โ”‚ for provider "openai". You are authenticated with OpenAI Codex OAuth. โ”‚ โ”‚ Use openai-codex/gpt-5.4 (OAuth) or set OPENAI_API_KEY to use โ”‚ โ”‚ openai/gpt-5.4. ```
๐Ÿ“‹ Result ``` openai-codex/gpt-5.4 [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:05 AM
๐Ÿ’ญ Thinking
You were right about the intent. The missing piece is that this setup is using the **`openai-codex` provider catalog**, and only `gpt-5.4` is currently declared under it. Iโ€™m checking the exact provider/model schema now so I can expose more models cleanly instead of hacking the JSON. **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.schema.lookup", "path": "models.providers", "note": "Inspecting provider map schema before adding more openai-codex models" } ``` **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.schema.lookup", "path": "models.providers.metaclaw", "note": "Inspecting current custom provider schema to avoid patching the wrong provider" } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw config get models.providers", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "models.providers", "schema": { "type": "object" }, "hint": { "label": "Model Providers", "help": "Provider map keyed by provider ID containing connection/auth settings and concrete model definitions. Use stable provider keys so references from agents and tooling remain portable across environments.", "tags": [ "models" ] }, "hintPath": "models.providers", "children": [ { "key": "*", "path": "models.providers.*", "type": "object", "required": false, "hasChildren": true } ] } } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "models.providers.metaclaw", "schema": { "type": "object", "additionalProperties": false }, "children": [ { "key": "baseUrl", "path": "models.providers.metaclaw.baseUrl", "type": "string", "required": true, "hasChildren": false, "hint": { "label": "Model Provider Base URL", "help": "Base URL for the provider endpoint used to serve model requests for that provider entry. Use HTTPS endpoints and keep URLs environment-specific through config templating where needed.", "tags": [ "models" ] }, "hintPath": "models.providers.*.baseUrl" }, { "key": "apiKey", "path": "models.providers.metaclaw.apiKey", "required": false, "hasChildren": false, "hint": { "label": "Model Provider API Key", "help": "Provider credential used for API-key based authentication when the provider requires direct key auth. Use secret/env substitution and avoid storing real keys in committed config files.", "tags": [ "security", "auth", "models" ], "sensitive": true }, "hintPath": "models.providers.*.apiKey" }, { "key": "auth", "path": "models.providers.metaclaw.auth", "required": false, "hasChildren": false, "hint": { "label": "Model Provider Auth Mode", "help": "Selects provider auth style: \"api-key\" for API key auth, \"token\" for bearer token auth, \"oauth\" for OAuth credentials, and \"aws-sdk\" for AWS credential resolution. Match this to your provider requirements.", "tags": [ "models" ] }, "hintPath": "models.providers.*.auth" }, { "key": "api", "path": "models.providers.metaclaw.api", "type": "string", "required": false, "hasChildren": false, "hint": { "label": "Model Provider API Adapter", "help": "Provider API adapter selection controlling request/response compatibility handling for model calls. Use the adapter that matches your upstream provider protocol to avoid feature mismatch.", "tags": [ "models" ] }, "hintPath": "models.providers.*.api" }, { "key": "injectNumCtxForOpenAICompat", "path": "models.providers.metaclaw.injectNumCtxForOpenAICompat", "type": "boolean", "required": false, "hasChildren": false, "hint": { "label": "Model Provider Inject num_ctx (OpenAI Compat)", "help": "Controls whether OpenClaw injects `options.num_ctx` for Ollama providers configured with the OpenAI-compatible adapter (`openai-completions`). Default is true. Set false only if your proxy/upstream rejects unknown `options` payload fields.", "tags": [ "models" ] }, "hintPath": "models.providers.*.injectNumCtxForOpenAICompat" }, { "key": "headers", "path": "models.providers.metaclaw.headers", "type": "object", "required": false, "hasChildren": true, "hint": { "label": "Model Provider Headers", "help": "Static HTTP headers merged into provider requests for tenant routing, proxy auth, or custom gateway requirements. Use this sparingly and keep sensitive header values in secrets.", "tags": [ "models" ] }, "hintPath": "models.providers.*.headers" }, { "key": "authHeader", "path": "models.providers.metaclaw.authHeader", "type": "boolean", "required": false, "hasChildren": false, "hint": { "label": "Model Provider Authorization Header", "help": "When true, credentials are sent via the HTTP Authorization header even if alternate auth is possible. Use this only when your provider or proxy explicitly requires Authorization forwarding.", "tags": [ "models" ] }, "hintPath": "models.providers.*.authHeader" }, { "key": "models", "path": "models.providers.metaclaw.models", "type": "array", "required": true, "hasChildren": true, "hint": { "label": "Model Provider Model List", "help": "Declared model list for a provider including identifiers, metadata, and optional compatibility/cost hints. Keep IDs exact to provider catalog values so selection and fallback resolve correctly.", "tags": [ "models" ] }, "hintPath": "models.providers.*.models" } ] } } ```
๐Ÿ“‹ Result ``` { "metaclaw": { "baseUrl": "http://127.0.0.1:30000/v1", "apiKey": "__OPENCLAW_REDACTED__", "api": "openai-completions", "models": [ { "id": "gpt-5.4", "name": "gpt-5.4", "api": "openai-completions", "reasoning": true, "input": [ "text" ], "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 }, "contextWindow": 32768, "maxTokens": 8192 } ] } } [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:05 AM
๐Ÿ’ญ Thinking
I found the exact problem: only **one model object** is declared under the provider, so OpenClaw only exposes one model. Before I patch, Iโ€™m probing the provider endpoint itself so I only expose models the upstream actually reports, not names I invent. **๐Ÿ”ง Tool: `exec`** ```json { "command": "python - <<'PY'\nimport json, urllib.request\nreq = urllib.request.Request('http://127.0.0.1:30000/v1/models', headers={'Authorization':'Bearer metaclaw'})\nwith urllib.request.urlopen(req, timeout=20) as r:\n data = json.load(r)\nprint(json.dumps(data, indent=2)[:20000])\nPY", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 60 } ```
๐Ÿ“‹ Result ``` { "status": "error", "tool": "exec", "error": "sh: 1: python: not found\n\nCommand not found" } ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:05 AM
๐Ÿ’ญ Thinking
**๐Ÿ”ง Tool: `exec`** ```json { "command": "python3 - <<'PY'\nimport json, urllib.request\nreq = urllib.request.Request('http://127.0.0.1:30000/v1/models', headers={'Authorization':'Bearer metaclaw'})\nwith urllib.request.urlopen(req, timeout=20) as r:\n data = json.load(r)\nprint(json.dumps(data, indent=2)[:20000])\nPY", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 60 } ```
๐Ÿ“‹ Result ``` Traceback (most recent call last): File "/usr/lib/python3.11/urllib/request.py", line 1348, in do_open h.request(req.get_method(), req.selector, req.data, headers, File "/usr/lib/python3.11/http/client.py", line 1282, in request self._send_request(method, url, body, headers, encode_chunked) File "/usr/lib/python3.11/http/client.py", line 1328, in _send_request self.endheaders(body, encode_chunked=encode_chunked) File "/usr/lib/python3.11/http/client.py", line 1277, in endheaders self._send_output(message_body, encode_chunked=encode_chunked) File "/usr/lib/python3.11/http/client.py", line 1037, in _send_output self.send(msg) File "/usr/lib/python3.11/http/client.py", line 975, in send self.connect() File "/usr/lib/python3.11/http/client.py", line 941, in connect self.sock = self._create_connection( ^^^^^^^^^^^^^^^^^^^^^^^^ File "/usr/lib/python3.11/socket.py", line 851, in create_connection raise exceptions[0] File "/usr/lib/python3.11/socket.py", line 836, in create_connection sock.connect(sa) ConnectionRefusedError: [Errno 111] Connection refused During handling of the above exception, another exception occurred: Traceback (most recent call last): File "", line 3, in File "/usr/lib/python3.11/urllib/request.py", line 216, in urlopen return opener.open(url, data, timeout) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/usr/lib/python3.11/urllib/request.py", line 519, in open response = self._open(req, data) ^^^^^^^^^^^^^^^^^^^^^ File "/usr/lib/python3.11/urllib/request.py", line 536, in _open result = self._call_chain(self.handle_open, protocol, protocol + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/usr/lib/python3.11/urllib/request.py", line 496, in _call_chain result = func(*args) ^^^^^^^^^^^ File "/usr/lib/python3.11/urllib/request.py", line 1377, in http_open return self.do_open(http.client.HTTPConnection, req) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/usr/lib/python3.11/urllib/request.py", line 1351, in do_open raise URLError(err) urllib.error.URLError: (Command exited with code 1) ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:05 AM
๐Ÿ’ญ Thinking
Interesting: the provider backing your current catalog is actually a custom local provider entry named **`metaclaw`**, not a populated built-in OpenAI catalog. Thatโ€™s why only one model is visible. Iโ€™m checking local OpenClaw docs/source for the safest way to expose additional Codex/OpenAI models from config instead of blindly stuffing model IDs into the provider list. **๐Ÿ”ง Tool: `exec`** ```json { "command": "grep -Rni -I -m 80 \"models.providers.*models\\|models list\\|openai-codex\\|oauth\" /app/docs /app 2>/dev/null | head -n 80", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "grep -Rni -I -m 80 \"openai-codex\" /app/extensions /app/dist /app 2>/dev/null | head -n 80", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` /app/docs/.i18n/zh-CN.tm.jsonl:29:{"cache_key":"083df0fcf5941871ec509cf41a264e951eb0dea21cf3572cde4180a766ac43c8","segment_id":"index.md:3c064c83b8d244fe","source_path":"index.md","text_hash":"3c064c83b8d244fef61e5fd8ce5f070b857a3578a71745e61eea02892788c020","text":" โ€” Anthropic (Claude Pro/Max) + OpenAI (ChatGPT/Codex) via OAuth","translated":" โ€” Anthropic๏ผˆClaude Pro/Max๏ผ‰+ OpenAI๏ผˆChatGPT/Codex๏ผ‰้€š่ฟ‡ OAuth","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:01:54Z"} /app/docs/.i18n/zh-CN.tm.jsonl:32:{"cache_key":"08a071c1e71388ad18ffca39565a37edb304794146d2f7ea1e2bac93493f89d6","segment_id":"start/wizard.md:903ea1cf1f2831b3","source_path":"start/wizard.md","text_hash":"903ea1cf1f2831b3e836aff6e23c7d261a83381614361e65df16ade48e84b26c","text":" (API keys + OAuth).","translated":" ๏ผˆAPI ๅฏ†้’ฅ + OAuth๏ผ‰ใ€‚","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:43:34Z"} /app/docs/.i18n/zh-CN.tm.jsonl:90:{"cache_key":"15ffd6a61896c7467d982847033889cbf92f11c42fa93b5f9a46b754780c41e4","segment_id":"start/wizard.md:c18a76f788d27ead","source_path":"start/wizard.md","text_hash":"c18a76f788d27eade089c5e57a4d8d0e64b0e69278ff24b71eb267d915d23646","text":"Model/auth (OpenAI Code (Codex) subscription OAuth, Anthropic API key (recommended) or setup-token (paste), plus MiniMax/GLM/Moonshot/AI Gateway options)","translated":"ๆจกๅž‹/่ฎค่ฏ๏ผˆOpenAI Code (Codex) ่ฎข้˜… OAuthใ€Anthropic API ๅฏ†้’ฅ๏ผˆๆŽจ่๏ผ‰ๆˆ– setup-token๏ผˆ็ฒ˜่ดด๏ผ‰๏ผŒไปฅๅŠ MiniMax/GLM/Moonshot/AI Gateway ้€‰้กน๏ผ‰","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:40:18Z"} /app/docs/.i18n/zh-CN.tm.jsonl:277:{"cache_key":"3b1145589cf333c443556a480ae2d7f03f2014b1e8941d78e2bc2c9c128af7e4","segment_id":"start/wizard.md:c5c46554cb43b7f8","source_path":"start/wizard.md","text_hash":"c5c46554cb43b7f83f3e8fc3be0ad1f0370946ec6e0a19a114d9bab8a127947a","text":"OAuth credentials live in ","translated":"OAuth ๅ‡ญๆฎๅญ˜ๅ‚จๅœจ ","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:43:29Z"} /app/docs/.i18n/zh-CN.tm.jsonl:349:{"cache_key":"4c71126fdff0651fcaa439a12703ba33c43aa85a462fb7e2ad6acee8a8806c39","segment_id":"start/wizard.md:ddbd2d8bfe478133","source_path":"start/wizard.md","text_hash":"ddbd2d8bfe4781330c0adb796efa7fa7dcfb17d1fe9ed4307b023d66d8b8a35b","text":"OpenAI Code (Codex) subscription (OAuth)","translated":"OpenAI Code (Codex) ่ฎข้˜… (OAuth)","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:42:16Z"} /app/docs/.i18n/zh-CN.tm.jsonl:493:{"cache_key":"63edf6f6952fda49b0c75bad9c622396999c6b488d33644d8098f6346a1b2a17","segment_id":"start/getting-started.md:d7b4edd9ca795c46","source_path":"start/getting-started.md","text_hash":"d7b4edd9ca795c469606230849212eb080f0591477cff35400f276649d3910a9","text":" shows โ€œno auth configuredโ€, go back to the wizard and set OAuth/key auth โ€” the agent wonโ€™t be able to respond without it.","translated":" ๆ˜พ็คบ\"ๆœช้…็ฝฎ่ฎค่ฏ\"๏ผŒ่ฏท่ฟ”ๅ›žๅ‘ๅฏผ่ฎพ็ฝฎ OAuth/ๅฏ†้’ฅ่ฎค่ฏโ€”โ€”ๆ™บ่ƒฝไฝ“ๅœจๆฒกๆœ‰่ฎค่ฏ็š„ๆƒ…ๅ†ตไธ‹ๅฐ†ๆ— ๆณ•ๅ“ๅบ”ใ€‚","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:38:04Z"} /app/docs/.i18n/zh-CN.tm.jsonl:497:{"cache_key":"64cf4d8cfd9d6b5409d1cff5433fe8065140174f76482589a8fb0e49fbdf3fee","segment_id":"start/wizard.md:f3e485ab2f76c031","source_path":"start/wizard.md","text_hash":"f3e485ab2f76c031c52bd164935ed8cac883a7aadf24bdf4fd09e484603968c0","text":"Anthropic OAuth (Claude Code CLI)","translated":"Anthropic OAuth (Claude Code CLI)","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:41:55Z"} /app/docs/.i18n/zh-CN.tm.jsonl:542:{"cache_key":"6af973157939ccd33570e5047d622de4263119466c45f46681f300f577b79faf","segment_id":"start/getting-started.md:7bac3209ac343388","source_path":"start/getting-started.md","text_hash":"7bac3209ac3433880eb9d1d0a1867cd9a0617f43ca27493375bc005051d869b7","text":"OAuth credentials (legacy import): ","translated":"OAuth ๅ‡ญๆฎ๏ผˆๆ—ง็‰ˆๅฏผๅ…ฅ๏ผ‰๏ผš ","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:36:36Z"} /app/docs/.i18n/zh-CN.tm.jsonl:654:{"cache_key":"7f8a0ec6c0614299ed8aca539dde67e208ecc32d4022975fbb37f7930f3f70e5","segment_id":"start/getting-started.md:4cc7ae6d3b7fbaaf","source_path":"start/getting-started.md","text_hash":"4cc7ae6d3b7fbaaf56673ea3268caa38af191a587867ef1090c9f689ecccec96","text":"Headless/server tip: do OAuth on a normal machine first, then copy ","translated":"ๆ— ๅคด/ๆœๅŠกๅ™จๆ็คบ๏ผšๅ…ˆๅœจๆ™ฎ้€šๆœบๅ™จไธŠๅฎŒๆˆ OAuth๏ผŒ็„ถๅŽๅคๅˆถ ","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:36:40Z"} /app/docs/.i18n/zh-CN.tm.jsonl:703:{"cache_key":"8a81f73e519177081d755623ff45ac47552fa513f5aaf9c77335ce2c329087f3","segment_id":"start/getting-started.md:524bf322c2034388","source_path":"start/getting-started.md","text_hash":"524bf322c2034388f76cd94c1c7834341cedfa09bc4a864676749a08b243416d","text":"model/auth (OAuth ```
๐Ÿ“‹ Result ``` /app/extensions/acpx/src/runtime.test.ts:401: value: "openai-codex/gpt-5.3-codex", /app/extensions/llm-task/README.md:47: "defaultProvider": "openai-codex", /app/extensions/llm-task/README.md:50: "allowedModels": ["openai-codex/gpt-5.2"], /app/extensions/llm-task/openclaw.plugin.json:15: "description": "Allowlist of provider/model keys like openai-codex/gpt-5.2." /app/extensions/llm-task/src/llm-task-tool.test.ts:22: agents: { defaults: { workspace: "/tmp", model: { primary: "openai-codex/gpt-5.2" } } }, /app/extensions/llm-task/src/llm-task-tool.test.ts:159: fakeApi({ pluginConfig: { allowedModels: ["openai-codex/gpt-5.2"] } }), /app/extensions/llm-task/src/llm-task-tool.ts:92: Type.String({ description: "Provider override (e.g. openai-codex, anthropic)." }), /app/dist/agents-E2n4jpQg.js:54:import "./openai-codex-oauth-DIsDMsgb.js"; /app/dist/auth-choice-CWCuUaps.js:599: runtime.error([`Auth choice "${authChoice}" is deprecated.`, "Use \"--auth-choice token\" (Anthropic setup-token) or \"--auth-choice openai-codex\"."].join("\n")); /app/dist/auth-choice-CWCuUaps.js:843: if (authChoice === "oauth" || authChoice === "chutes" || authChoice === "openai-codex" || authChoice === "qwen-portal" || authChoice === "minimax-global-oauth" || authChoice === "minimax-cn-oauth") { /app/dist/auth-choice-D90EZ4gH.js:6:import { n as githubCopilotLoginCommand, t as loginOpenAICodexOAuth } from "./openai-codex-oauth-CY8MnRgc.js"; /app/dist/auth-choice-D90EZ4gH.js:1264: if (params.authChoice === "openai-codex") { /app/dist/auth-choice-D90EZ4gH.js:1285: const profileId = await writeOAuthCredentials("openai-codex", creds, params.agentDir, { syncSiblingAgents: true }); /app/dist/auth-choice-D90EZ4gH.js:1288: provider: "openai-codex", /app/dist/auth-choice-D90EZ4gH.js:1439: if (listProfilesForProvider(store, "openai-codex").length > 0) warnings.push(`Detected OpenAI Codex OAuth. Consider setting agents.defaults.model to ${OPENAI_CODEX_DEFAULT_MODEL}.`); /app/dist/auth-choice-D_GhKlhP.js:6:import { n as githubCopilotLoginCommand, t as loginOpenAICodexOAuth } from "./openai-codex-oauth-DIsDMsgb.js"; /app/dist/auth-choice-D_GhKlhP.js:1264: if (params.authChoice === "openai-codex") { /app/dist/auth-choice-D_GhKlhP.js:1285: const profileId = await writeOAuthCredentials("openai-codex", creds, params.agentDir, { syncSiblingAgents: true }); /app/dist/auth-choice-D_GhKlhP.js:1288: provider: "openai-codex", /app/dist/auth-choice-D_GhKlhP.js:1439: if (listProfilesForProvider(store, "openai-codex").length > 0) warnings.push(`Detected OpenAI Codex OAuth. Consider setting agents.defaults.model to ${OPENAI_CODEX_DEFAULT_MODEL}.`); /app/dist/auth-choice-DeCrgU3G.js:600: runtime.error([`Auth choice "${authChoice}" is deprecated.`, "Use \"--auth-choice token\" (Anthropic setup-token) or \"--auth-choice openai-codex\"."].join("\n")); /app/dist/auth-choice-DeCrgU3G.js:844: if (authChoice === "oauth" || authChoice === "chutes" || authChoice === "openai-codex" || authChoice === "qwen-portal" || authChoice === "minimax-global-oauth" || authChoice === "minimax-cn-oauth") { /app/dist/auth-choice-options-BpuOwHIs.js:9: choices: ["openai-codex", "openai-api-key"] /app/dist/auth-choice-options-BpuOwHIs.js:213: value: "openai-codex", /app/dist/auth-choice-options-CRTKNPDB.js:9: choices: ["openai-codex", "openai-api-key"] /app/dist/auth-choice-options-CRTKNPDB.js:213: value: "openai-codex", /app/dist/auth-choice.preferred-provider-2VLbDL8Z.js:146: "openai-codex": "openai-codex", /app/dist/auth-choice.preferred-provider-2VLbDL8Z.js:147: "codex-cli": "openai-codex", /app/dist/auth-choice.preferred-provider-C5uRiZEh.js:146: "openai-codex": "openai-codex", /app/dist/auth-choice.preferred-provider-C5uRiZEh.js:147: "codex-cli": "openai-codex", /app/dist/auth-profiles-DRjqKE3G.js:104:const CODEX_CLI_PROFILE_ID = "openai-codex:codex-cli"; /app/dist/auth-profiles-DRjqKE3G.js:145: "openai-codex/gpt-5.4", /app/dist/auth-profiles-DRjqKE3G.js:146: "openai-codex/gpt-5.3-codex", /app/dist/auth-profiles-DRjqKE3G.js:147: "openai-codex/gpt-5.3-codex-spark", /app/dist/auth-profiles-DRjqKE3G.js:148: "openai-codex/gpt-5.2-codex", /app/dist/auth-profiles-DRjqKE3G.js:149: "openai-codex/gpt-5.1-codex", /app/dist/auth-profiles-DRjqKE3G.js:3025: api: "openai-codex-responses", /app/dist/auth-profiles-DRjqKE3G.js:3933: if (listProfilesForProvider(store, "openai-codex").length > 0) throw new Error("No API key found for provider \"openai\". You are authenticated with OpenAI Codex OAuth. Use openai-codex/gpt-5.4 (OAuth) or set OPENAI_API_KEY to use openai/gpt-5.4."); /app/dist/auth-profiles-DRjqKE3G.js:9023: "openai-codex-responses", /app/dist/auth-profiles-DRjqKE3G.js:14394: return `Unknown model: ${normalizeProviderId(params.provider?.trim().toLowerCase() ?? "") || "openai"}/${OPENAI_DIRECT_SPARK_MODEL_ID}. ${OPENAI_DIRECT_SPARK_MODEL_ID} is only supported via openai-codex OAuth. Use openai-codex/${OPENAI_DIRECT_SPARK_MODE ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:05 AM
๐Ÿ’ญ Thinking
**๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --help", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` ๐Ÿฆž OpenClaw 2026.3.13 (unknown) โ€” I've survived more breaking changes than your last three relationships. Usage: openclaw models list [options] List models (configured by default) Options: --all Show full model catalog (default: false) -h, --help Display help for command --json Output JSON (default: false) --local Filter to local models (default: false) --plain Plain line output (default: false) --provider Filter by provider ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:06 AM
๐Ÿ’ญ Thinking
Found the key detail: `models list` was only showing the **configured** catalog by default. Thereโ€™s an `--all` view. Iโ€™m checking the full OpenAI Codex catalog now before making any config changes. **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --all --provider openai-codex --plain", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --all --plain | grep '^openai-codex/' || true", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m openai-codex/gpt-5.1 openai-codex/gpt-5.1-codex-max openai-codex/gpt-5.1-codex-mini openai-codex/gpt-5.2 openai-codex/gpt-5.2-codex openai-codex/gpt-5.3-codex openai-codex/gpt-5.3-codex-spark openai-codex/gpt-5.4 ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m openai-codex/gpt-5.1 openai-codex/gpt-5.1-codex-max openai-codex/gpt-5.1-codex-mini openai-codex/gpt-5.2 openai-codex/gpt-5.2-codex openai-codex/gpt-5.3-codex openai-codex/gpt-5.3-codex-spark openai-codex/gpt-5.4 ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:06 AM
๐Ÿ’ญ Thinking **Considering model configuration** I think I need to expose certain models, maybe by using something like models.set. I'm wondering how to include them in the configured list. Could it involve using aliases or fallbacks? It's possible that the current models list is just the default because of a custom provider override. If --all shows them, maybe I donโ€™t need to patch the provider after all. It seems "expose" means I should configure them explicitly for easier selection. I might need to check per-model metadata with JSON to find the best summary model.
There we go โ€” the full Codex catalog is present. The earlier view was misleading because it only showed the configured/default set. Since the models already exist in the full catalog, the next useful move is **not** to invent provider entries โ€” itโ€™s to pick the right one for LCM summarization and optionally make it explicit in config. Iโ€™m pulling the model metadata now so I can choose the best summary target from the real catalog. **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --all --provider openai-codex --json", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.4 (default)[39m { "count": 8, "models": [ { "key": "openai-codex/gpt-5.1", "name": "GPT-5.1", "input": "text+image", "contextWindow": 272000, "local": false, "available": true, "tags": [], "missing": false }, { "key": "openai-codex/gpt-5.1-codex-max", "name": "GPT-5.1 Codex Max", "input": "text+image", "contextWindow": 272000, "local": false, "available": true, "tags": [], "missing": false }, { "key": "openai-codex/gpt-5.1-codex-mini", "name": "GPT-5.1 Codex Mini", "input": "text+image", "contextWindow": 272000, "local": false, "available": true, "tags": [], "missing": false }, { "key": "openai-codex/gpt-5.2", "name": "GPT-5.2", "input": "text+image", "contextWindow": 272000, "local": false, "available": true, "tags": [], "missing": false }, { "key": "openai-codex/gpt-5.2-codex", "name": "GPT-5.2 Codex", "input": "text+image", "contextWindow": 272000, "local": false, "available": true, "tags": [], "missing": false }, { "key": "openai-codex/gpt-5.3-codex", "name": "GPT-5.3 Codex", "input": "text+image", "contextWindow": 272000, "local": false, "available": true, "tags": [], "missing": false }, { "key": "openai-codex/gpt-5.3-codex-spark", "name": "GPT-5.3 Codex Spark", "input": "text", "contextWindow": 128000, "local": false, "available": true, "tags": [], "missing": false }, { "key": "openai-codex/gpt-5.4", "name": "GPT-5.4", "input": "text+image", "contextWindow": 272000, "local": false, "available": true, "tags": [ "default" ], "missing": false } ] } ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:06 AM
๐Ÿ’ญ Thinking **Considering model exposure** I might mention that the models are already exposed through a full catalog, but the default view just hides them. To clarify things for users further, I'll focus on making the summary choice more explicit by patching the plugin in the summaryModel. It's essential that users have a clear understanding of what's available. This way, they can engage more effectively with the options presented!
Iโ€™ve got the real catalog now. For LCM summaries, the best candidate is **`openai-codex/gpt-5.1-codex-mini`** โ€” cheaper/lighter class, still plenty capable for faithful summarization, and no need to burn your strongest default model on compaction. Iโ€™m setting that explicitly on `lossless-claw` now. **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.get", "timeoutMs": 120000 } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "/home/node/.openclaw/openclaw.json", "exists": true, "raw": "{\n meta: {\n lastTouchedVersion: '2026.3.13',\n lastTouchedAt: '2026-03-25T00:02:30.965Z',\n },\n models: {\n providers: {\n metaclaw: {\n baseUrl: 'http://127.0.0.1:30000/v1',\n apiKey: '__OPENCLAW_REDACTED__',\n api: 'openai-completions',\n models: [\n {\n id: 'gpt-5.4',\n name: 'gpt-5.4',\n api: 'openai-completions',\n reasoning: true,\n input: [\n 'text',\n ],\n cost: {\n input: 0,\n output: 0,\n cacheRead: 0,\n cacheWrite: 0,\n },\n contextWindow: 32768,\n maxTokens: 8192,\n },\n ],\n },\n },\n },\n agents: {\n defaults: {\n model: {\n primary: 'openai-codex/gpt-5.4',\n },\n compaction: {\n mode: 'safeguard',\n },\n },\n },\n tools: {\n profile: 'full',\n web: {\n fetch: {\n firecrawl: {\n enabled: true,\n baseUrl: 'https://api.firecrawl.dev',\n onlyMainContent: true,\n maxAgeMs: 86400000,\n timeoutSeconds: 60,\n },\n },\n },\n elevated: {\n enabled: true,\n },\n exec: {\n host: 'gateway',\n security: 'full',\n },\n fs: {\n workspaceOnly: false,\n },\n },\n commands: {\n native: 'auto',\n nativeSkills: 'auto',\n restart: true,\n ownerDisplay: 'raw',\n },\n session: {\n dmScope: 'per-channel-peer',\n },\n channels: {\n telegram: {\n enabled: true,\n dmPolicy: 'pairing',\n botToken: '__OPENCLAW_REDACTED__',\n groups: {\n '*': {\n requireMention: true,\n },\n },\n groupPolicy: 'allowlist',\n streaming: 'partial',\n },\n },\n gateway: {\n mode: 'local',\n bind: 'lan',\n controlUi: {\n allowedOrigins: [\n 'http://localhost:18789',\n 'http://127.0.0.1:18789',\n 'http://localhost:18790',\n 'http://127.0.0.1:18790',\n ],\n },\n },\n plugins: {\n load: {\n paths: [\n '/home/node/.openclaw/workspace/plugins/metaclaw-hooks',\n '/home/node/.openclaw/workspace/tools/lossless-claw',\n ],\n },\n entries: {\n 'open-prose': {\n enabled: true,\n },\n 'llm-task': {\n enabled: true,\n config: {\n defaultProvider: 'openai-codex',\n defaultModel: 'gpt-5.4',\n defaultAuthProfileId: 'openai-codex:default',\n allowedModels: [\n 'openai-codex/gpt-5.4',\n ],\n maxTokens: 800,\n timeoutMs: 30000,\n },\n },\n 'metaclaw-hooks': {\n enabled: true,\n },\n 'lossless-claw': {\n enabled: true,\n config: {\n freshTailCount: 32,\n contextThreshold: 0.75,\n incrementalMaxDepth: -1,\n ignoreSessionPatterns: [\n 'agent:*:cron:**',\n ],\n statelessSessionPatterns: [\n 'agent:*:subagent:**',\n ],\n skipStatelessSessions: true,\n },\n },\n },\n installs: {\n 'metaclaw-hooks': {\n source: 'path',\n sourcePath: '/home/node/.openclaw/workspace/plugins/metaclaw-hooks',\n installPath: '/home/node/.openclaw/workspace/plugins/metaclaw-hooks',\n version: '0.1.0',\n installedAt: '2026-03-22T16:19:13.013Z',\n },\n 'lossless-claw': {\n source: 'path',\n sourcePath: '/home/node/.openclaw/workspace/tools/lossless-claw',\n installPath: '/home/node/.openclaw/workspace/tools/lossless-claw',\n version: '0.5.1',\n installedAt: '2026-03-24T23:56:41.885Z',\n },\n },\n },\n}", "parsed": { "meta": { "lastTouchedVersion": "2026.3.13", "lastTouchedAt": "2026-03-25T00:02:30.965Z" }, "models": { "providers": { "metaclaw": { "baseUrl": "http://127.0.0.1:30000/v1", "apiKey": "__OPENCLAW_REDACTED__", "api": "openai-completions", "models": [ { "id": "gpt-5.4", "name": "gpt-5.4", "api": "openai-completions", "reasoning": true, "input": [ "text" ], "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 }, "contextWindow": 32768, "maxTokens": 8192 } ] } } }, "agents": { "defaults": { "model": { "primary": "openai-codex/gpt-5.4" }, "compaction": { ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:06 AM **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.patch", "baseHash": "c14a42889ee69f277ad54f93c544aa0f1e3efcf7c0686815dd3a20162ed9dafd", "raw": "{\n plugins: {\n entries: {\n 'lossless-claw': {\n enabled: true,\n config: {\n freshTailCount: 32,\n contextThreshold: 0.75,\n incrementalMaxDepth: -1,\n ignoreSessionPatterns: ['agent:*:cron:**'],\n statelessSessionPatterns: ['agent:*:subagent:**'],\n skipStatelessSessions: true,\n summaryModel: 'openai-codex/gpt-5.1-codex-mini'\n }\n }\n }\n }\n}", "note": "Set lossless-claw summarization to openai-codex/gpt-5.1-codex-mini based on the full available Codex catalog and retained the existing LCM defaults." } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "ok": true, "path": "/home/node/.openclaw/openclaw.json", "config": { "meta": { "lastTouchedVersion": "2026.3.13", "lastTouchedAt": "2026-03-25T00:02:30.965Z" }, "models": { "providers": { "metaclaw": { "baseUrl": "http://127.0.0.1:30000/v1", "apiKey": "__OPENCLAW_REDACTED__", "api": "openai-completions", "models": [ { "id": "gpt-5.4", "name": "gpt-5.4", "api": "openai-completions", "reasoning": true, "input": [ "text" ], "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 }, "contextWindow": 32768, "maxTokens": 8192 } ] } } }, "agents": { "defaults": { "model": { "primary": "openai-codex/gpt-5.4" }, "compaction": { "mode": "safeguard" }, "maxConcurrent": 4, "subagents": { "maxConcurrent": 8 } } }, "tools": { "profile": "full", "web": { "fetch": { "firecrawl": { "enabled": true, "baseUrl": "https://api.firecrawl.dev", "onlyMainContent": true, "maxAgeMs": 86400000, "timeoutSeconds": 60 } } }, "elevated": { "enabled": true }, "exec": { "host": "gateway", "security": "full" }, "fs": { "workspaceOnly": false } }, "messages": { "ackReactionScope": "group-mentions" }, "commands": { "native": "auto", "nativeSkills": "auto", "restart": true, "ownerDisplay": "raw" }, "session": { "dmScope": "per-channel-peer" }, "channels": { "telegram": { "enabled": true, "dmPolicy": "pairing", "botToken": "__OPENCLAW_REDACTED__", "groups": { "*": { "requireMention": true } }, "groupPolicy": "allowlist", "streaming": "partial" } }, "gateway": { "mode": "local", "bind": "lan", "controlUi": { "allowedOrigins": [ "http://localhost:18789", "http://127.0.0.1:18789", "http://localhost:18790", "http://127.0.0.1:18790" ] } }, "plugins": { "load": { "paths": [ "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "/home/node/.openclaw/workspace/tools/lossless-claw" ] }, "entries": { "open-prose": { "enabled": true }, "llm-task": { "enabled": true, "config": { "defaultProvider": "openai-codex", "defaultModel": "gpt-5.4", "defaultAuthProfileId": "openai-codex:default", "allowedModels": [ "openai-codex/gpt-5.4" ], "maxTokens": 800, "timeoutMs": 30000 } }, "metaclaw-hooks": { "enabled": true }, "lossless-claw": { "enabled": true, "config": { "freshTailCount": 32, "contextThreshold": 0.75, "incrementalMaxDepth": -1, "ignoreSessionPatterns": [ "agent:*:cron:**" ], "statelessSessionPatterns": [ "agent:*:subagent:**" ], "skipStatelessSessions": true, "summaryModel": "openai-codex/gpt-5.1-codex-mini" } } }, "installs": { "metaclaw-hooks": { "source": "path", "sourcePath": "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "installPath": "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "version": "0.1.0", "installedAt": "2026-03-22T16:19:13.013Z" }, "lossless-claw": { "source": "path", "sourcePath": "/home/node/.openclaw/workspace/tools/lossless-claw", "installPath": "/home/node/.openclaw/workspace/tools/lossless-claw", "version": "0.5.1", "installedAt": "2026-03-24T23:56:41.885Z" } } } }, "restart": { "ok": true, "pid": 7, "signal": "SIGUSR1", "delayMs": 2000, "reason": "config.patch", "mode": "emit", "coalesced": false, "coold ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:06 AM Yep โ€” you were right. What happened was: - `openclaw models list` was only showing the **configured/default** view - `openclaw models list --all --provider openai-codex` shows the full available Codex catalog Available models I confirmed: - `openai-codex/gpt-5.1` - `openai-codex/gpt-5.1-codex-max` - `openai-codex/gpt-5.1-codex-mini` - `openai-codex/gpt-5.2` - `openai-codex/gpt-5.2-codex` - `openai-codex/gpt-5.3-codex` - `openai-codex/gpt-5.3-codex-spark` - `openai-codex/gpt-5.4` And Iโ€™ve already acted on that: **Changed** - `lossless-claw` summary model โ†’ **`openai-codex/gpt-5.1-codex-mini`** Why that one: - lighter/cheaper class than `gpt-5.4` - still strong enough for summarization/compaction - better fit for background compression than burning the top default model So: - **yes, more models were available** - **yes, I found them** - **yes, I switched LCM summarization to a more sensible one** One nuance: - the models were already present in the **full catalog** - they just werenโ€™t obvious in the default `models list` output If you want, next I can also: 1. verify the live plugin now reports `gpt-5.1-codex-mini`, or 2. widen `llm-task.allowedModels` too, so other internal workflows can use more than just `gpt-5.4`. --- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:08 AM System: [2026-03-25 02:07:23 GMT+2] Gateway restart config-patch ok (config.patch) System: Set lossless-claw summarization to openai-codex/gpt-5.1-codex-mini based on the full available Codex catalog and retained the existing LCM defaults. System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:08 GMT+2] do both, i know heartbeats could benefit too --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:08 AM
๐Ÿ’ญ Thinking **Considering configurations and tasks** I think I need to do a couple of things, possibly adding a heartbeat note, and running a doctor task. I might want to widen the allowlist for llm-task too. It's probably a good idea to inspect the schema for llm-task configuration or maybe consider if I need to adjust the skill. But then again, maybe that patch isn't necessary. It's all a bit complex, but Iโ€™ll figure it out!
Iโ€™m verifying the live LCM model first, then Iโ€™ll widen the internal allowlist so other workflows โ€” including heartbeat-driven ones that rely on internal structured calls โ€” arenโ€™t pinned to just `gpt-5.4`. **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw doctor --non-interactive", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 180 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --all --provider openai-codex --plain", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw health", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„โ–„ โ–ˆโ–ˆโ–‘โ–„โ–„โ–„โ–‘โ–ˆโ–ˆโ–‘โ–„โ–„โ–‘โ–ˆโ–ˆโ–‘โ–„โ–„โ–„โ–ˆโ–ˆโ–‘โ–€โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–‘โ–„โ–„โ–€โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–„โ–„โ–€โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–ˆโ–ˆ โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–‘โ–€โ–€โ–‘โ–ˆโ–ˆโ–‘โ–„โ–„โ–„โ–ˆโ–ˆโ–‘โ–ˆโ–‘โ–ˆโ–‘โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–€โ–€โ–‘โ–ˆโ–ˆโ–‘โ–ˆโ–‘โ–ˆโ–‘โ–ˆโ–ˆ โ–ˆโ–ˆโ–‘โ–€โ–€โ–€โ–‘โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–‘โ–€โ–€โ–€โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–„โ–‘โ–ˆโ–ˆโ–‘โ–€โ–€โ–„โ–ˆโ–ˆโ–‘โ–€โ–€โ–‘โ–ˆโ–‘โ–ˆโ–ˆโ–‘โ–ˆโ–ˆโ–„โ–€โ–„โ–€โ–„โ–ˆโ–ˆ โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€โ–€ ๐Ÿฆž OPENCLAW ๐Ÿฆž โ”Œ OpenClaw doctor [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.1-codex-mini (override)[39m โ”‚ โ—‡ Doctor warnings โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - channels.telegram.groupPolicy is "allowlist" but groupAllowFrom (and โ”‚ โ”‚ allowFrom) is empty โ€” all group messages will be silently dropped. โ”‚ โ”‚ Add sender IDs to channels.telegram.groupAllowFrom or โ”‚ โ”‚ channels.telegram.allowFrom, or set groupPolicy to "open". โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ State integrity โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - Found 1 orphan transcript file(s) in โ”‚ โ”‚ ~/.openclaw/agents/main/sessions. They are not referenced by โ”‚ โ”‚ sessions.json and can consume disk over time. โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ Session locks โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - Found 1 session lock file. โ”‚ โ”‚ - ~/.openclaw/agents/main/sessions/e54ec8d7-2c81-4a6a-aeea-1b3045ff8ca0.js โ”‚ โ”‚ onl.lock โ”‚ โ”‚ pid=7 (alive) age=12s stale=no โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ Security โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ - WARNING: Gateway bound to "lan" (0.0.0.0) (network-accessible). โ”‚ โ”‚ Ensure your auth credentials are strong and not exposed. โ”‚ โ”‚ Safer remote access: keep bind loopback and use Tailscale โ”‚ โ”‚ Serve/Funnel or an SSH tunnel. โ”‚ โ”‚ Example tunnel: ssh -N -L 18789:127.0.0.1:18789 user@gateway-host โ”‚ โ”‚ Docs: https://docs.openclaw.ai/gateway/remote โ”‚ โ”‚ - Run: openclaw security audit --deep โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ Skills status โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ Eligible: 6 โ”‚ โ”‚ Missing requirements: 48 โ”‚ โ”‚ Blocked by allowlist: 0 โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ โ”‚ โ—‡ Plugins โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ Loaded: 12 โ”‚ โ”‚ Disabled: 31 โ”‚ โ”‚ Errors: 0 โ”‚ โ”‚ โ”‚ โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฏ Telegram: ok (@IIXXI_Claw_bot) (1093ms) Agents: main (default) Heartbeat interval: 30m (main) Session store (main): /home/node/.openclaw/agents/main/sessions/sessions.json (12 entries) - agent:main:main (1m ago) - agent:main:webchat-1774369948830 (383m ago) - agent:main:webchat-1774369461846 (458m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64 (518m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64:run:dc813ede-3487-4c5f-910f-7cc30fe3e81b (518m ago) โ”‚ โ—‡ Memory search โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ•ฎ โ”‚ โ”‚ โ”‚ Memory search is enabled but no embedding provider is configured. โ”‚ โ”‚ Semantic recall will not work without an embedding provider. โ”‚ โ”‚ Gateway memory probe for default agent is not ready: No API key found โ”‚ โ”‚ for provider "openai". You are authenticated with OpenAI Codex OAuth. โ”‚ โ”‚ Use openai-codex/gpt-5.4 (OAuth) or set OPENAI_API_KEY to use โ”‚ โ”‚ openai/gpt-5.4. ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.1-codex-mini (override)[39m openai-codex/gpt-5.1 openai-codex/gpt-5.1-codex-max openai-codex/gpt-5.1-codex-mini openai-codex/gpt-5.2 openai-codex/gpt-5.2-codex openai-codex/gpt-5.3-codex openai-codex/gpt-5.3-codex-spark openai-codex/gpt-5.4 ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.1-codex-mini (override)[39m [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m Telegram: ok (@IIXXI_Claw_bot) (1093ms) Agents: main (default) Heartbeat interval: 30m (main) Session store (main): /home/node/.openclaw/agents/main/sessions/sessions.json (12 entries) - agent:main:main (1m ago) - agent:main:webchat-1774369948830 (383m ago) - agent:main:webchat-1774369461846 (458m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64 (518m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64:run:dc813ede-3487-4c5f-910f-7cc30fe3e81b (518m ago) ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:08 AM **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.schema.lookup", "path": "plugins.entries.llm-task.config", "note": "Inspecting llm-task schema before widening allowed models for internal workflows" } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "plugins.entries.llm-task.config", "schema": { "type": "object", "additionalProperties": false }, "hint": { "label": "LLM Task Config", "help": "Plugin-defined config payload for llm-task.", "tags": [ "advanced" ] }, "hintPath": "plugins.entries.llm-task.config", "children": [ { "key": "defaultProvider", "path": "plugins.entries.llm-task.config.defaultProvider", "type": "string", "required": false, "hasChildren": false }, { "key": "defaultModel", "path": "plugins.entries.llm-task.config.defaultModel", "type": "string", "required": false, "hasChildren": false }, { "key": "defaultAuthProfileId", "path": "plugins.entries.llm-task.config.defaultAuthProfileId", "type": "string", "required": false, "hasChildren": false }, { "key": "allowedModels", "path": "plugins.entries.llm-task.config.allowedModels", "type": "array", "required": false, "hasChildren": true }, { "key": "maxTokens", "path": "plugins.entries.llm-task.config.maxTokens", "type": "number", "required": false, "hasChildren": false }, { "key": "timeoutMs", "path": "plugins.entries.llm-task.config.timeoutMs", "type": "number", "required": false, "hasChildren": false } ] } } ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:08 AM LCM is confirmed live on `gpt-5.1-codex-mini`. Now Iโ€™m widening `llm-task.allowedModels` so internal structured workflows arenโ€™t trapped on `gpt-5.4`. Iโ€™m keeping the default on 5.4 and adding the full Codex set as allowed options. **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.get", "timeoutMs": 120000 } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "/home/node/.openclaw/openclaw.json", "exists": true, "raw": "{\n meta: {\n lastTouchedVersion: '2026.3.13',\n lastTouchedAt: '2026-03-25T00:06:46.165Z',\n },\n models: {\n providers: {\n metaclaw: {\n baseUrl: 'http://127.0.0.1:30000/v1',\n apiKey: '__OPENCLAW_REDACTED__',\n api: 'openai-completions',\n models: [\n {\n id: 'gpt-5.4',\n name: 'gpt-5.4',\n api: 'openai-completions',\n reasoning: true,\n input: [\n 'text',\n ],\n cost: {\n input: 0,\n output: 0,\n cacheRead: 0,\n cacheWrite: 0,\n },\n contextWindow: 32768,\n maxTokens: 8192,\n },\n ],\n },\n },\n },\n agents: {\n defaults: {\n model: {\n primary: 'openai-codex/gpt-5.4',\n },\n compaction: {\n mode: 'safeguard',\n },\n },\n },\n tools: {\n profile: 'full',\n web: {\n fetch: {\n firecrawl: {\n enabled: true,\n baseUrl: 'https://api.firecrawl.dev',\n onlyMainContent: true,\n maxAgeMs: 86400000,\n timeoutSeconds: 60,\n },\n },\n },\n elevated: {\n enabled: true,\n },\n exec: {\n host: 'gateway',\n security: 'full',\n },\n fs: {\n workspaceOnly: false,\n },\n },\n commands: {\n native: 'auto',\n nativeSkills: 'auto',\n restart: true,\n ownerDisplay: 'raw',\n },\n session: {\n dmScope: 'per-channel-peer',\n },\n channels: {\n telegram: {\n enabled: true,\n dmPolicy: 'pairing',\n botToken: '__OPENCLAW_REDACTED__',\n groups: {\n '*': {\n requireMention: true,\n },\n },\n groupPolicy: 'allowlist',\n streaming: 'partial',\n },\n },\n gateway: {\n mode: 'local',\n bind: 'lan',\n controlUi: {\n allowedOrigins: [\n 'http://localhost:18789',\n 'http://127.0.0.1:18789',\n 'http://localhost:18790',\n 'http://127.0.0.1:18790',\n ],\n },\n },\n plugins: {\n load: {\n paths: [\n '/home/node/.openclaw/workspace/plugins/metaclaw-hooks',\n '/home/node/.openclaw/workspace/tools/lossless-claw',\n ],\n },\n entries: {\n 'open-prose': {\n enabled: true,\n },\n 'llm-task': {\n enabled: true,\n config: {\n defaultProvider: 'openai-codex',\n defaultModel: 'gpt-5.4',\n defaultAuthProfileId: 'openai-codex:default',\n allowedModels: [\n 'openai-codex/gpt-5.4',\n ],\n maxTokens: 800,\n timeoutMs: 30000,\n },\n },\n 'metaclaw-hooks': {\n enabled: true,\n },\n 'lossless-claw': {\n enabled: true,\n config: {\n freshTailCount: 32,\n contextThreshold: 0.75,\n incrementalMaxDepth: -1,\n ignoreSessionPatterns: [\n 'agent:*:cron:**',\n ],\n statelessSessionPatterns: [\n 'agent:*:subagent:**',\n ],\n skipStatelessSessions: true,\n summaryModel: 'openai-codex/gpt-5.1-codex-mini',\n },\n },\n },\n installs: {\n 'metaclaw-hooks': {\n source: 'path',\n sourcePath: '/home/node/.openclaw/workspace/plugins/metaclaw-hooks',\n installPath: '/home/node/.openclaw/workspace/plugins/metaclaw-hooks',\n version: '0.1.0',\n installedAt: '2026-03-22T16:19:13.013Z',\n },\n 'lossless-claw': {\n source: 'path',\n sourcePath: '/home/node/.openclaw/workspace/tools/lossless-claw',\n installPath: '/home/node/.openclaw/workspace/tools/lossless-claw',\n version: '0.5.1',\n installedAt: '2026-03-24T23:56:41.885Z',\n },\n },\n },\n}", "parsed": { "meta": { "lastTouchedVersion": "2026.3.13", "lastTouchedAt": "2026-03-25T00:06:46.165Z" }, "models": { "providers": { "metaclaw": { "baseUrl": "http://127.0.0.1:30000/v1", "apiKey": "__OPENCLAW_REDACTED__", "api": "openai-completions", "models": [ { "id": "gpt-5.4", "name": "gpt-5.4", "api": "openai-completions", "reasoning": true, "input": [ "text" ], "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 }, "contextWindow": 32768, "maxTokens": 8192 } ] } } }, "agents": { "defaults": { "model": { "primary": "openai-codex/ ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:08 AM **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.patch", "baseHash": "7926a6cdb707ce97cfdd88956f91b6b713503654bcd49e03a7d1086772585ac3", "raw": "{\n plugins: {\n entries: {\n 'llm-task': {\n enabled: true,\n config: {\n defaultProvider: 'openai-codex',\n defaultModel: 'gpt-5.4',\n defaultAuthProfileId: 'openai-codex:default',\n allowedModels: [\n 'openai-codex/gpt-5.1',\n 'openai-codex/gpt-5.1-codex-max',\n 'openai-codex/gpt-5.1-codex-mini',\n 'openai-codex/gpt-5.2',\n 'openai-codex/gpt-5.2-codex',\n 'openai-codex/gpt-5.3-codex',\n 'openai-codex/gpt-5.3-codex-spark',\n 'openai-codex/gpt-5.4'\n ],\n maxTokens: 800,\n timeoutMs: 30000\n }\n }\n }\n }\n}", "note": "Expanded llm-task allowedModels to the full available OpenAI Codex catalog while keeping gpt-5.4 as default, so internal workflows and heartbeats can use lighter models when appropriate." } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "ok": true, "path": "/home/node/.openclaw/openclaw.json", "config": { "meta": { "lastTouchedVersion": "2026.3.13", "lastTouchedAt": "2026-03-25T00:06:46.165Z" }, "models": { "providers": { "metaclaw": { "baseUrl": "http://127.0.0.1:30000/v1", "apiKey": "__OPENCLAW_REDACTED__", "api": "openai-completions", "models": [ { "id": "gpt-5.4", "name": "gpt-5.4", "api": "openai-completions", "reasoning": true, "input": [ "text" ], "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 }, "contextWindow": 32768, "maxTokens": 8192 } ] } } }, "agents": { "defaults": { "model": { "primary": "openai-codex/gpt-5.4" }, "compaction": { "mode": "safeguard" }, "maxConcurrent": 4, "subagents": { "maxConcurrent": 8 } } }, "tools": { "profile": "full", "web": { "fetch": { "firecrawl": { "enabled": true, "baseUrl": "https://api.firecrawl.dev", "onlyMainContent": true, "maxAgeMs": 86400000, "timeoutSeconds": 60 } } }, "elevated": { "enabled": true }, "exec": { "host": "gateway", "security": "full" }, "fs": { "workspaceOnly": false } }, "messages": { "ackReactionScope": "group-mentions" }, "commands": { "native": "auto", "nativeSkills": "auto", "restart": true, "ownerDisplay": "raw" }, "session": { "dmScope": "per-channel-peer" }, "channels": { "telegram": { "enabled": true, "dmPolicy": "pairing", "botToken": "__OPENCLAW_REDACTED__", "groups": { "*": { "requireMention": true } }, "groupPolicy": "allowlist", "streaming": "partial" } }, "gateway": { "mode": "local", "bind": "lan", "controlUi": { "allowedOrigins": [ "http://localhost:18789", "http://127.0.0.1:18789", "http://localhost:18790", "http://127.0.0.1:18790" ] } }, "plugins": { "load": { "paths": [ "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "/home/node/.openclaw/workspace/tools/lossless-claw" ] }, "entries": { "open-prose": { "enabled": true }, "llm-task": { "enabled": true, "config": { "defaultProvider": "openai-codex", "defaultModel": "gpt-5.4", "defaultAuthProfileId": "openai-codex:default", "allowedModels": [ "openai-codex/gpt-5.1", "openai-codex/gpt-5.1-codex-max", "openai-codex/gpt-5.1-codex-mini", "openai-codex/gpt-5.2", "openai-codex/gpt-5.2-codex", "openai-codex/gpt-5.3-codex", "openai-codex/gpt-5.3-codex-spark", "openai-codex/gpt-5.4" ], "maxTokens": 800, "timeoutMs": 30000 } }, "metaclaw-hooks": { "enabled": true }, "lossless-claw": { "enabled": true, "config": { "freshTailCount": 32, "contextThreshold": 0.75, "incrementalMaxDepth": -1, "ignoreSessionPatterns": [ "agent:*:cron:**" ], "statelessSessionPatterns": [ "agent:*:subagent:**" ], "skipStatelessSessions": true, "summaryModel": "openai-codex/gpt-5.1-codex-mini" } } }, "installs": { "metaclaw-hooks": { "source": "path", "sourcePath": "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "installPath": "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "version": "0.1.0", "installedAt": "2026-03-22T16:19:13.013Z" }, "lossless-claw": { "source": "path", "sourcePath": "/home/node/.openclaw/workspace/tools/lossless-claw", "installPath": "/home/node/.openclaw/workspace/tools/lossles ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:08 AM Done. **1) Verified live LCM model** Confirmed from doctor/runtime output: - `lossless-claw` is live - summarization model is now **`openai-codex/gpt-5.1-codex-mini`** - shown as **`(override)`**, so the config is actually taking effect **2) Widened internal model access** I updated `llm-task.allowedModels` to the full available Codex catalog: - `openai-codex/gpt-5.1` - `openai-codex/gpt-5.1-codex-max` - `openai-codex/gpt-5.1-codex-mini` - `openai-codex/gpt-5.2` - `openai-codex/gpt-5.2-codex` - `openai-codex/gpt-5.3-codex` - `openai-codex/gpt-5.3-codex-spark` - `openai-codex/gpt-5.4` And I **kept the default** for `llm-task` at: - `openai-codex/gpt-5.4` So now: - **LCM summaries** use a lighter model - **internal structured workflows** are no longer artificially pinned to only `gpt-5.4` - **heartbeats and similar internal flows** have more room to use lighter Codex options when the workflow/plugin chooses to One caveat: - widening `allowedModels` does **not automatically force heartbeats onto a cheaper model** - it enables that choice for internal tools/workflows that support model selection - the main session default is still `gpt-5.4` If you want, next I can look at whether thereโ€™s a clean way to make **heartbeat-style background work prefer a lighter model by default** without downgrading your normal chat quality. --- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:09 AM System: [2026-03-25 02:09:09 GMT+2] Gateway restart config-patch ok (config.patch) System: Expanded llm-task allowedModels to the full available OpenAI Codex catalog while keeping gpt-5.4 as default, so internal workflows and heartbeats can use lighter models when appropriate. System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:09 GMT+2] yes --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:09 AM
๐Ÿ’ญ Thinking **Considering software configuration** I need to decide if I should use docs-first for my task, which involves configuring or planning software. I already used this skill, so it might be okay. It seems I need to inspect the config schema, possibly focusing on the heartbeat or cron settings. Iโ€™m thinking about whether I can configure cron for an isolated agent model or if heartbeat should be the main focus, though it might not be straightforward. Iโ€™ll check the documentation for more guidance!
Iโ€™m checking whether OpenClaw exposes a clean config surface for heartbeat/background model preference, versus only per-cron/per-subagent model overrides. **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.schema.lookup", "path": "agents.defaults", "note": "Inspecting agent defaults for any background/heartbeat model preference settings" } ``` **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.schema.lookup", "path": "system", "note": "Inspecting system settings for heartbeat-related model controls" } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "grep -Rni -I -m 120 \"heartbeat.*model\\|model.*heartbeat\\|llm-task\\|agentTurn\\|cron.*model\\|subagent.*allowModelOverride\" /app/docs /app/dist 2>/dev/null | head -n 120", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "agents.defaults", "schema": { "type": "object", "additionalProperties": false }, "hint": { "label": "Agent Defaults", "help": "Shared default settings inherited by agents unless overridden per entry in agents.list. Use defaults to enforce consistent baseline behavior and reduce duplicated per-agent configuration.", "tags": [ "advanced" ] }, "hintPath": "agents.defaults", "children": [ { "key": "model", "path": "agents.defaults.model", "required": false, "hasChildren": false }, { "key": "imageModel", "path": "agents.defaults.imageModel", "required": false, "hasChildren": false }, { "key": "pdfModel", "path": "agents.defaults.pdfModel", "required": false, "hasChildren": false }, { "key": "pdfMaxBytesMb", "path": "agents.defaults.pdfMaxBytesMb", "type": "number", "required": false, "hasChildren": false, "hint": { "label": "PDF Max Size (MB)", "help": "Maximum PDF file size in megabytes for the PDF tool (default: 10).", "tags": [ "performance" ] }, "hintPath": "agents.defaults.pdfMaxBytesMb" }, { "key": "pdfMaxPages", "path": "agents.defaults.pdfMaxPages", "type": "integer", "required": false, "hasChildren": false, "hint": { "label": "PDF Max Pages", "help": "Maximum number of PDF pages to process for the PDF tool (default: 20).", "tags": [ "performance" ] }, "hintPath": "agents.defaults.pdfMaxPages" }, { "key": "models", "path": "agents.defaults.models", "type": "object", "required": false, "hasChildren": true, "hint": { "label": "Models", "help": "Configured model catalog (keys are full provider/model IDs).", "tags": [ "models" ] }, "hintPath": "agents.defaults.models" }, { "key": "workspace", "path": "agents.defaults.workspace", "type": "string", "required": false, "hasChildren": false, "hint": { "label": "Workspace", "help": "Default workspace path exposed to agent runtime tools for filesystem context and repo-aware behavior. Set this explicitly when running from wrappers so path resolution stays deterministic.", "tags": [ "advanced" ] }, "hintPath": "agents.defaults.workspace" }, { "key": "repoRoot", "path": "agents.defaults.repoRoot", "type": "string", "required": false, "hasChildren": false, "hint": { "label": "Repo Root", "help": "Optional repository root shown in the system prompt runtime line (overrides auto-detect).", "tags": [ "advanced" ] }, "hintPath": "agents.defaults.repoRoot" }, { "key": "skipBootstrap", "path": "agents.defaults.skipBootstrap", "type": "boolean", "required": false, "hasChildren": false }, { "key": "bootstrapMaxChars", "path": "agents.defaults.bootstrapMaxChars", "type": "integer", "required": false, "hasChildren": false, "hint": { "label": "Bootstrap Max Chars", "help": "Max characters of each workspace bootstrap file injected into the system prompt before truncation (default: 20000).", "tags": [ "performance" ] }, "hintPath": "agents.defaults.bootstrapMaxChars" }, { "key": "bootstrapTotalMaxChars", "path": "agents.defaults.bootstrapTotalMaxChars", "type": "integer", "required": false, "hasChildren": false, "hint": { "label": "Bootstrap Total Max Chars", "help": "Max total characters across all injected workspace bootstrap files (default: 150000).", "tags": [ "performance" ] }, "hintPath": "agents.defaults.bootstrapTotalMaxChars" }, { "key": "bootstrapPromptTruncationWarning", "path": "agents.defaults.bootstrapPromptTruncationWarning", "required": false, "hasChildren": false, "hint": { "label": "Bootstrap Prompt Truncation Warning", "help": "Inject agent-visible warning text when bootstrap files are truncated: \"off\", \"once\" (default), or \"always\".", "tags": [ "advanced" ] }, "hintPath": "agents.defaults.bootstrapPromptTruncationWarning" }, { "key": "userTimezone", ```
๐Ÿ“‹ Result ``` { "status": "error", "tool": "gateway", "error": "config schema path not found" } ```
๐Ÿ“‹ Result ``` /app/docs/.i18n/zh-CN.tm.jsonl:543:{"cache_key":"6b0625352ff5092cab159cf3242fc10826b63c47c7d7524d3c3ee8e85cbe8f9f","segment_id":"index.md:5afbb1c887f6d850","source_path":"index.md","text_hash":"5afbb1c887f6d8501dba36cd2113d8f8b6ce6fa711a0d3e7efdc66f170abd2c2","text":"Cron jobs","translated":"ๅฎšๆ—ถไปปๅŠก","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:05:22Z"} /app/docs/.i18n/zh-CN.tm.jsonl:673:{"cache_key":"8469bc6049cc48c182c013768278e481d3ab521929f95cd267c63d0dc4bb5d38","segment_id":"index.md:5afbb1c887f6d850","source_path":"index.md","text_hash":"5afbb1c887f6d8501dba36cd2113d8f8b6ce6fa711a0d3e7efdc66f170abd2c2","text":"Cron jobs","translated":"ๅฎšๆ—ถไปปๅŠก","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T12:53:48Z"} /app/docs/.i18n/zh-CN.tm.jsonl:1293:{"cache_key":"fa3713ea436d20ec73664c073e488b38fc0bb3809eaa3ac4dc08811132bee115","segment_id":"index.md:5afbb1c887f6d850","source_path":"index.md","text_hash":"5afbb1c887f6d8501dba36cd2113d8f8b6ce6fa711a0d3e7efdc66f170abd2c2","text":"Cron jobs","translated":"ๅฎšๆ—ถไปปๅŠก","provider":"pi","model":"claude-opus-4-5","src_lang":"en","tgt_lang":"zh-CN","updated_at":"2026-02-01T13:33:06Z"} /app/docs/automation/cron-jobs.md:24:- Cron runs **inside the Gateway** (not inside the model). /app/docs/automation/cron-jobs.md:92: - Isolated session โ†’ `payload.kind = "agentTurn"` /app/docs/automation/cron-jobs.md:173:- `agentTurn`: isolated-session only, runs a dedicated agent turn. /app/docs/automation/cron-jobs.md:175:Common `agentTurn` fields: /app/docs/automation/cron-jobs.md:225:Isolated jobs (`agentTurn`) can override the model and thinking level: /app/docs/automation/cron-jobs.md:242:Isolated jobs (`agentTurn`) can set `lightContext: true` to run with lightweight bootstrap context. /app/docs/automation/cron-jobs.md:311: "kind": "agentTurn", /app/docs/automation/cron-vs-heartbeat.md:21:| Run weekly deep analysis | Cron (isolated) | Standalone task, can use different model | /app/docs/automation/cron-vs-heartbeat.md:153: YES -> Use cron (isolated) with --model/--thinking /app/docs/automation/cron-vs-heartbeat.md:184:openclaw cron add --name "Weekly review" --cron "0 9 * * 1" --session isolated --message "..." --model opus /app/docs/automation/cron-vs-heartbeat.md:273:| Cron (isolated) | Full agent turn per job; can use cheaper model | /app/docs/automation/cron-vs-heartbeat.md:280:- Use isolated cron with a cheaper model for routine tasks. /app/docs/concepts/session-pruning.md:24:- **API key** profiles: enable `cache-ttl` pruning, set heartbeat to `30m`, and default `cacheRetention: "short"` on Anthropic models. /app/docs/docs.json:1007: "tools/llm-task", /app/docs/docs.json:1605: "zh-CN/tools/llm-task", /app/docs/experiments/research/memory.md:177: - the session model + heartbeats /app/docs/gateway/heartbeat.md:13:Heartbeat runs **periodic agent turns** in the main session so the model can /app/docs/gateway/heartbeat.md:212:- `model`: optional model override for heartbeat runs (`provider/model`). /app/docs/gateway/heartbeat.md:279:- `showOk`: sends a `HEARTBEAT_OK` acknowledgment when the model returns an OK-only reply. /app/docs/gateway/heartbeat.md:283:If **all three** are false, OpenClaw skips the heartbeat run entirely (no model call). /app/docs/gateway/heartbeat.md:323:If the file is missing, the heartbeat still runs and the model decides what to do. /app/docs/gateway/heartbeat.md:384:`HEARTBEAT.md` small and consider a cheaper `model` or `target: "none"` if you /app/docs/help/faq.md:1070:- **Cron jobs**: isolated jobs can set a `model` override per job. /app/docs/help/faq.md:1967:If the file is missing, the heartbeat still runs and the model decides what to do. /app/docs/reference/token-use.md:87:Heartbeat can keep the cache **warm** across idle gaps. If your model cache TTL /app/docs/start/openclaw.md:165:- If the file is missing, the heartbeat still runs and the model decides what to do. /app/docs/start/showcase.md:194:14+ agents under one gateway with Opus 4.5 orchestrator delegating to Codex workers. Comprehensive [technical write-up](https://github.com/adam91holt/orchestrated-ai-articles) covering the Dream Team roster, model selection, sandboxing, webhooks, heartbeats, and delegation flows. [Clawdspace](https://github.com/adam91holt/clawdspace) for agent sandboxing. [Blog post](https://adams-ai-journey.ghost.io/2026-the-year-of-the-orchestrator/). /app/docs/tools/index.md:176:- [LLM Task](/tools/llm-task): JSON-only LLM step for structured workflow output (optional schema validation). /app/docs/tools/llm-task.md:11:`llm-task` is an **optional plugin tool** that runs a JSON-only LLM task and /app/docs/tools/llm-task.md:25: "llm-task": { "enabled": true } /app/docs/tools/llm-task.md:39: "tools": { "allow": ["llm-task"] } /app/docs/tools/llm-task.md:52: "llm-task": { /app/docs/tools/llm-task ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:09 AM
๐Ÿ’ญ Thinking
**๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.schema.lookup", "path": "agents.defaults.heartbeat", "note": "Inspecting heartbeat config options to set a lighter model for heartbeat/background runs" } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "agents.defaults.heartbeat", "schema": { "type": "object", "additionalProperties": false }, "children": [ { "key": "every", "path": "agents.defaults.heartbeat.every", "type": "string", "required": false, "hasChildren": false }, { "key": "activeHours", "path": "agents.defaults.heartbeat.activeHours", "type": "object", "required": false, "hasChildren": true }, { "key": "model", "path": "agents.defaults.heartbeat.model", "type": "string", "required": false, "hasChildren": false }, { "key": "session", "path": "agents.defaults.heartbeat.session", "type": "string", "required": false, "hasChildren": false }, { "key": "includeReasoning", "path": "agents.defaults.heartbeat.includeReasoning", "type": "boolean", "required": false, "hasChildren": false }, { "key": "target", "path": "agents.defaults.heartbeat.target", "type": "string", "required": false, "hasChildren": false, "hint": { "help": "Delivery target (\"last\", \"none\", or a channel id). Known channels: telegram, whatsapp, discord, irc, googlechat, slack, signal, imessage, line.", "placeholder": "last", "tags": [ "automation" ] }, "hintPath": "agents.defaults.heartbeat.target" }, { "key": "directPolicy", "path": "agents.defaults.heartbeat.directPolicy", "required": false, "hasChildren": false, "hint": { "label": "Heartbeat Direct Policy", "help": "Controls whether heartbeat delivery may target direct/DM chats: \"allow\" (default) permits DM delivery and \"block\" suppresses direct-target sends.", "tags": [ "access", "storage", "automation" ] }, "hintPath": "agents.defaults.heartbeat.directPolicy" }, { "key": "to", "path": "agents.defaults.heartbeat.to", "type": "string", "required": false, "hasChildren": false }, { "key": "accountId", "path": "agents.defaults.heartbeat.accountId", "type": "string", "required": false, "hasChildren": false }, { "key": "prompt", "path": "agents.defaults.heartbeat.prompt", "type": "string", "required": false, "hasChildren": false }, { "key": "ackMaxChars", "path": "agents.defaults.heartbeat.ackMaxChars", "type": "integer", "required": false, "hasChildren": false }, { "key": "suppressToolErrorWarnings", "path": "agents.defaults.heartbeat.suppressToolErrorWarnings", "type": "boolean", "required": false, "hasChildren": false, "hint": { "label": "Heartbeat Suppress Tool Error Warnings", "help": "Suppress tool error warning payloads during heartbeat runs.", "tags": [ "automation" ] }, "hintPath": "agents.defaults.heartbeat.suppressToolErrorWarnings" }, { "key": "lightContext", "path": "agents.defaults.heartbeat.lightContext", "type": "boolean", "required": false, "hasChildren": false } ] } } ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:10 AM
๐Ÿ’ญ Thinking
Good news: there *is* a first-class setting for this โ€” `agents.defaults.heartbeat.model`. So the clean move is to keep: - normal chat default on `gpt-5.4` - LCM summaries on `gpt-5.1-codex-mini` - heartbeat/background turns on a lighter model too Iโ€™m setting heartbeat runs to `openai-codex/gpt-5.1-codex-mini`. **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.get", "timeoutMs": 120000 } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "/home/node/.openclaw/openclaw.json", "exists": true, "raw": "{\n meta: {\n lastTouchedVersion: '2026.3.13',\n lastTouchedAt: '2026-03-25T00:08:36.178Z',\n },\n models: {\n providers: {\n metaclaw: {\n baseUrl: 'http://127.0.0.1:30000/v1',\n apiKey: '__OPENCLAW_REDACTED__',\n api: 'openai-completions',\n models: [\n {\n id: 'gpt-5.4',\n name: 'gpt-5.4',\n api: 'openai-completions',\n reasoning: true,\n input: [\n 'text',\n ],\n cost: {\n input: 0,\n output: 0,\n cacheRead: 0,\n cacheWrite: 0,\n },\n contextWindow: 32768,\n maxTokens: 8192,\n },\n ],\n },\n },\n },\n agents: {\n defaults: {\n model: {\n primary: 'openai-codex/gpt-5.4',\n },\n compaction: {\n mode: 'safeguard',\n },\n },\n },\n tools: {\n profile: 'full',\n web: {\n fetch: {\n firecrawl: {\n enabled: true,\n baseUrl: 'https://api.firecrawl.dev',\n onlyMainContent: true,\n maxAgeMs: 86400000,\n timeoutSeconds: 60,\n },\n },\n },\n elevated: {\n enabled: true,\n },\n exec: {\n host: 'gateway',\n security: 'full',\n },\n fs: {\n workspaceOnly: false,\n },\n },\n commands: {\n native: 'auto',\n nativeSkills: 'auto',\n restart: true,\n ownerDisplay: 'raw',\n },\n session: {\n dmScope: 'per-channel-peer',\n },\n channels: {\n telegram: {\n enabled: true,\n dmPolicy: 'pairing',\n botToken: '__OPENCLAW_REDACTED__',\n groups: {\n '*': {\n requireMention: true,\n },\n },\n groupPolicy: 'allowlist',\n streaming: 'partial',\n },\n },\n gateway: {\n mode: 'local',\n bind: 'lan',\n controlUi: {\n allowedOrigins: [\n 'http://localhost:18789',\n 'http://127.0.0.1:18789',\n 'http://localhost:18790',\n 'http://127.0.0.1:18790',\n ],\n },\n },\n plugins: {\n load: {\n paths: [\n '/home/node/.openclaw/workspace/plugins/metaclaw-hooks',\n '/home/node/.openclaw/workspace/tools/lossless-claw',\n ],\n },\n entries: {\n 'open-prose': {\n enabled: true,\n },\n 'llm-task': {\n enabled: true,\n config: {\n defaultProvider: 'openai-codex',\n defaultModel: 'gpt-5.4',\n defaultAuthProfileId: 'openai-codex:default',\n allowedModels: [\n 'openai-codex/gpt-5.1',\n 'openai-codex/gpt-5.1-codex-max',\n 'openai-codex/gpt-5.1-codex-mini',\n 'openai-codex/gpt-5.2',\n 'openai-codex/gpt-5.2-codex',\n 'openai-codex/gpt-5.3-codex',\n 'openai-codex/gpt-5.3-codex-spark',\n 'openai-codex/gpt-5.4',\n ],\n maxTokens: 800,\n timeoutMs: 30000,\n },\n },\n 'metaclaw-hooks': {\n enabled: true,\n },\n 'lossless-claw': {\n enabled: true,\n config: {\n freshTailCount: 32,\n contextThreshold: 0.75,\n incrementalMaxDepth: -1,\n ignoreSessionPatterns: [\n 'agent:*:cron:**',\n ],\n statelessSessionPatterns: [\n 'agent:*:subagent:**',\n ],\n skipStatelessSessions: true,\n summaryModel: 'openai-codex/gpt-5.1-codex-mini',\n },\n },\n },\n installs: {\n 'metaclaw-hooks': {\n source: 'path',\n sourcePath: '/home/node/.openclaw/workspace/plugins/metaclaw-hooks',\n installPath: '/home/node/.openclaw/workspace/plugins/metaclaw-hooks',\n version: '0.1.0',\n installedAt: '2026-03-22T16:19:13.013Z',\n },\n 'lossless-claw': {\n source: 'path',\n sourcePath: '/home/node/.openclaw/workspace/tools/lossless-claw',\n installPath: '/home/node/.openclaw/workspace/tools/lossless-claw',\n version: '0.5.1',\n installedAt: '2026-03-24T23:56:41.885Z',\n },\n },\n },\n}", "parsed": { "meta": { "lastTouchedVersion": "2026.3.13", "lastTouchedAt": "2026-03-25T00:08:36.178Z" }, "models": { "providers": { "metaclaw": { "baseUrl": "http://127.0.0.1:30000/v1", "apiKey": "__OPENCLAW_REDACTED__", "api": "openai-completions", "models": [ { "id": "gpt-5.4", "name": "gpt-5.4", "api": "openai-completions", "reasoning": true, "input": [ "text" ], "cost": { "input": 0, "output": 0, ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:10 AM **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.patch", "baseHash": "8cb6b37dcbaacdc6bae8dbcd1ae091e864bab631bd0295d40cfdf2d9ac484efd", "raw": "{\n agents: {\n defaults: {\n heartbeat: {\n model: 'openai-codex/gpt-5.1-codex-mini'\n }\n }\n }\n}", "note": "Set default heartbeat model to openai-codex/gpt-5.1-codex-mini so background heartbeat runs use a lighter model while normal chat stays on gpt-5.4." } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "ok": true, "path": "/home/node/.openclaw/openclaw.json", "config": { "meta": { "lastTouchedVersion": "2026.3.13", "lastTouchedAt": "2026-03-25T00:08:36.178Z" }, "models": { "providers": { "metaclaw": { "baseUrl": "http://127.0.0.1:30000/v1", "apiKey": "__OPENCLAW_REDACTED__", "api": "openai-completions", "models": [ { "id": "gpt-5.4", "name": "gpt-5.4", "api": "openai-completions", "reasoning": true, "input": [ "text" ], "cost": { "input": 0, "output": 0, "cacheRead": 0, "cacheWrite": 0 }, "contextWindow": 32768, "maxTokens": 8192 } ] } } }, "agents": { "defaults": { "model": { "primary": "openai-codex/gpt-5.4" }, "compaction": { "mode": "safeguard" }, "heartbeat": { "model": "openai-codex/gpt-5.1-codex-mini" }, "maxConcurrent": 4, "subagents": { "maxConcurrent": 8 } } }, "tools": { "profile": "full", "web": { "fetch": { "firecrawl": { "enabled": true, "baseUrl": "https://api.firecrawl.dev", "onlyMainContent": true, "maxAgeMs": 86400000, "timeoutSeconds": 60 } } }, "elevated": { "enabled": true }, "exec": { "host": "gateway", "security": "full" }, "fs": { "workspaceOnly": false } }, "messages": { "ackReactionScope": "group-mentions" }, "commands": { "native": "auto", "nativeSkills": "auto", "restart": true, "ownerDisplay": "raw" }, "session": { "dmScope": "per-channel-peer" }, "channels": { "telegram": { "enabled": true, "dmPolicy": "pairing", "botToken": "__OPENCLAW_REDACTED__", "groups": { "*": { "requireMention": true } }, "groupPolicy": "allowlist", "streaming": "partial" } }, "gateway": { "mode": "local", "bind": "lan", "controlUi": { "allowedOrigins": [ "http://localhost:18789", "http://127.0.0.1:18789", "http://localhost:18790", "http://127.0.0.1:18790" ] } }, "plugins": { "load": { "paths": [ "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "/home/node/.openclaw/workspace/tools/lossless-claw" ] }, "entries": { "open-prose": { "enabled": true }, "llm-task": { "enabled": true, "config": { "defaultProvider": "openai-codex", "defaultModel": "gpt-5.4", "defaultAuthProfileId": "openai-codex:default", "allowedModels": [ "openai-codex/gpt-5.1", "openai-codex/gpt-5.1-codex-max", "openai-codex/gpt-5.1-codex-mini", "openai-codex/gpt-5.2", "openai-codex/gpt-5.2-codex", "openai-codex/gpt-5.3-codex", "openai-codex/gpt-5.3-codex-spark", "openai-codex/gpt-5.4" ], "maxTokens": 800, "timeoutMs": 30000 } }, "metaclaw-hooks": { "enabled": true }, "lossless-claw": { "enabled": true, "config": { "freshTailCount": 32, "contextThreshold": 0.75, "incrementalMaxDepth": -1, "ignoreSessionPatterns": [ "agent:*:cron:**" ], "statelessSessionPatterns": [ "agent:*:subagent:**" ], "skipStatelessSessions": true, "summaryModel": "openai-codex/gpt-5.1-codex-mini" } } }, "installs": { "metaclaw-hooks": { "source": "path", "sourcePath": "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "installPath": "/home/node/.openclaw/workspace/plugins/metaclaw-hooks", "version": "0.1.0", "installedAt": "2026-03-22T16:19:13.013Z" }, "lossless-claw": { "source": "path", "sourcePath": "/home/node/.openclaw/workspace/t ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:10 AM Done. I set: - **main chat default:** `openai-codex/gpt-5.4` - **LCM summarization:** `openai-codex/gpt-5.1-codex-mini` - **heartbeat runs:** `openai-codex/gpt-5.1-codex-mini` So now the split is cleaner: - **foreground conversation quality** stays high - **background/maintenance work** gets cheaper/lighter - **context compaction** also uses the lighter model The exact setting added was: - `agents.defaults.heartbeat.model = openai-codex/gpt-5.1-codex-mini` Thatโ€™s the proper first-class heartbeat override, so this is better than relying on indirect behavior. At this point the main optimization pass is basically in place. If you want, next Iโ€™d probably tackle one of these: 1. fix the **Telegram group allowlist** warning, 2. add a proper **memory embeddings provider** so semantic recall actually works, or 3. clean up the small **orphan transcript** doctor warning. --- ## โš™๏ธ System Event โ€” Mar 25, 2026, 2:11 AM System: [2026-03-25 02:10:49 GMT+2] Gateway restart config-patch ok (config.patch) System: Set default heartbeat model to openai-codex/gpt-5.1-codex-mini so background heartbeat runs use a lighter model while normal chat stays on gpt-5.4. System: Run: openclaw doctor --non-interactive [Wed 2026-03-25 02:11 GMT+2] y --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:11 AM Nice. The model split is now sane instead of wasteful. My vote for next highest-value fix is: **2. add a memory embeddings provider** Why: - right now semantic memory recall is effectively **not working** - doctor explicitly says memory search is enabled but no embedding provider is configured - that matters a lot more than the orphan transcript cleanup - and probably more than the Telegram group warning if your main use right now is direct/webchat + assistant continuity So Iโ€™d prioritize: 1. **memory embeddings** 2. Telegram allowlist cleanup 3. orphan transcript cleanup If you want, I can go ahead and inspect the **memorySearch config surface** and set up the cleanest embedding option available in this environment. --- ## ๐Ÿ‘ค User โ€” Mar 25, 2026, 2:11 AM yes --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:11 AM
๐Ÿ’ญ Thinking **Investigating user request** I noticed the user is asking about the current configuration rather than prior memory. So, I don't think I need to do a memory search for this. There's a possibility that no skill is required for that specific task. It seems like I should check the schema or documentation for clarity on how to respond accurately. I'll make sure to gather the right information before proceeding.
Iโ€™m checking the exact memory search config options and what embedding providers/models this setup can support cleanly before I change anything. **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.schema.lookup", "path": "agents.defaults.memorySearch", "note": "Inspecting memory search config schema before enabling embeddings" } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw memory status --deep", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 180 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "grep -Rni -I -m 120 \"memorySearch.*provider\\|embedding provider\\|embeddings\\|memory status --deep\\|agents.defaults.memorySearch\" /app/docs /app/dist 2>/dev/null | head -n 120", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "agents.defaults.memorySearch", "schema": { "type": "object", "additionalProperties": false }, "hint": { "label": "Memory Search", "help": "Vector search over MEMORY.md and memory/*.md (per-agent overrides supported).", "tags": [ "advanced" ] }, "hintPath": "agents.defaults.memorySearch", "children": [ { "key": "enabled", "path": "agents.defaults.memorySearch.enabled", "type": "boolean", "required": false, "hasChildren": false, "hint": { "label": "Enable Memory Search", "help": "Master toggle for memory search indexing and retrieval behavior on this agent profile. Keep enabled for semantic recall, and disable when you want fully stateless responses.", "tags": [ "advanced" ] }, "hintPath": "agents.defaults.memorySearch.enabled" }, { "key": "sources", "path": "agents.defaults.memorySearch.sources", "type": "array", "required": false, "hasChildren": true, "hint": { "label": "Memory Search Sources", "help": "Chooses which sources are indexed: \"memory\" reads MEMORY.md + memory files, and \"sessions\" includes transcript history. Keep [\"memory\"] unless you need recall from prior chat transcripts.", "tags": [ "advanced" ] }, "hintPath": "agents.defaults.memorySearch.sources" }, { "key": "extraPaths", "path": "agents.defaults.memorySearch.extraPaths", "type": "array", "required": false, "hasChildren": true, "hint": { "label": "Extra Memory Paths", "help": "Adds extra directories or .md files to the memory index beyond default memory files. Use this when key reference docs live elsewhere in your repo; when multimodal memory is enabled, matching image/audio files under these paths are also eligible for indexing.", "tags": [ "storage" ] }, "hintPath": "agents.defaults.memorySearch.extraPaths" }, { "key": "multimodal", "path": "agents.defaults.memorySearch.multimodal", "type": "object", "required": false, "hasChildren": true, "hint": { "label": "Memory Search Multimodal", "help": "Optional multimodal memory settings for indexing image and audio files from configured extra paths. Keep this off unless your embedding model explicitly supports cross-modal embeddings, and set `memorySearch.fallback` to \"none\" while it is enabled. Matching files are uploaded to the configured remote embedding provider during indexing.", "tags": [ "advanced" ] }, "hintPath": "agents.defaults.memorySearch.multimodal" }, { "key": "experimental", "path": "agents.defaults.memorySearch.experimental", "type": "object", "required": false, "hasChildren": true }, { "key": "provider", "path": "agents.defaults.memorySearch.provider", "required": false, "hasChildren": false, "hint": { "label": "Memory Search Provider", "help": "Selects the embedding backend used to build/query memory vectors: \"openai\", \"gemini\", \"voyage\", \"mistral\", \"ollama\", or \"local\". Keep your most reliable provider here and configure fallback for resilience.", "tags": [ "advanced" ] }, "hintPath": "agents.defaults.memorySearch.provider" }, { "key": "remote", "path": "agents.defaults.memorySearch.remote", "type": "object", "required": false, "hasChildren": true }, { "key": "fallback", "path": "agents.defaults.memorySearch.fallback", "required": false, "hasChildren": false, "hint": { "label": "Memory Search Fallback", "help": "Backup provider used when primary embeddings fail: \"openai\", \"gemini\", \"voyage\", \"mistral\", \"ollama\", \"local\", or \"none\". Set a real fallback for production reliability; use \"none\" only if you prefer explicit failures.", "tags": [ "reliability" ] }, "hintPath": "agents.defaults.memorySearch.fallback" }, { "key": "model", "path": "agents.defaults.memorySearch.model", "type": "string", "required": false, "hasChildren": false, "hint": { "label": "Memory Search Model", "help": "Embedding model override used by the selected memory provider when a non-default model is required. Set this only when you need explicit recall quality/cost tuning beyond provider defaults.", "tags": [ "models" ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.1-codex-mini (override)[39m Memory Search (main) Provider: none (requested: auto) Model: none Sources: memory Indexed: 0/4 files ยท 0 chunks Dirty: yes Store: ~/.openclaw/memory/main.sqlite Workspace: ~/.openclaw/workspace Embeddings: unavailable Embeddings error: No API key found for provider "openai". You are authenticated with OpenAI Codex OAuth. Use openai-codex/gpt-5.4 (OAuth) or set OPENAI_API_KEY to use openai/gpt-5.4. No API key found for provider "google". Auth store: /home/node/.openclaw/agents/main/agent/auth-profiles.json (agentDir: /home/node/.openclaw/agents/main/agent). Configure auth for this agent (openclaw agents add ) or copy auth-profiles.json from the main agentDir. No API key found for provider "voyage". Auth store: /home/node/.openclaw/agents/main/agent/auth-profiles.json (agentDir: /home/node/.openclaw/agents/main/agent). Configure auth for this agent (openclaw agents add ) or copy auth-profiles.json from the main agentDir. No API key found for provider "mistral". Auth store: /home/node/.openclaw/agents/main/agent/auth-profiles.json (agentDir: /home/node/.openclaw/agents/main/agent). Configure auth for this agent (openclaw agents add ) or copy auth-profiles.json from the main agentDir. By source: memory ยท 0/4 files ยท 0 chunks Vector: unknown FTS: ready Embedding cache: enabled (0 entries) Batch: disabled (failures 0/2) ```
๐Ÿ“‹ Result ``` /app/docs/cli/memory.md:23:openclaw memory status --deep /app/docs/cli/memory.md:28:openclaw memory status --deep --index /app/docs/cli/memory.md:29:openclaw memory status --deep --index --verbose /app/docs/concepts/memory.md:101:- Configure memory search under `agents.defaults.memorySearch` (not top-level /app/docs/concepts/memory.md:103:- Uses remote embeddings by default. If `memorySearch.provider` is not set, OpenClaw auto-selects: /app/docs/concepts/memory.md:112:- `memorySearch.provider = "ollama"` is also supported for local/self-hosted /app/docs/concepts/memory.md:113: Ollama embeddings (`/api/embeddings`), but it is not auto-selected. /app/docs/concepts/memory.md:115:Remote embeddings **require** an API key for the embedding provider. OpenClaw /app/docs/concepts/memory.md:118:embeddings for memory search. For Gemini, use `GEMINI_API_KEY` or /app/docs/concepts/memory.md:186: # (Optional) force an index refresh + embeddings /app/docs/concepts/memory.md:266: (existing Markdown embeddings) until QMD recovers. /app/docs/concepts/memory.md:324:- Search queries remain text, but Gemini can compare those text queries against indexed image/audio embeddings. /app/docs/concepts/memory.md:327:### Gemini embeddings (native) /app/docs/concepts/memory.md:329:Set the provider to `gemini` to use the Gemini embeddings API directly: /app/docs/concepts/memory.md:393:If you don't want to set an API key, use `memorySearch.provider = "local"` or set /app/docs/concepts/memory.md:399:- The fallback provider is only used when the primary embedding provider fails. /app/docs/concepts/memory.md:403:- Disabled by default. Set `agents.defaults.memorySearch.remote.batch.enabled = true` to enable for large-corpus indexing (OpenAI, Gemini, and Voyage). /app/docs/concepts/memory.md:406:- Batch mode applies when `memorySearch.provider = "openai"` or `"gemini"` and uses the corresponding API key. /app/docs/concepts/memory.md:407:- Gemini batch jobs use the async embeddings batch endpoint and require Gemini Batch API availability. /app/docs/concepts/memory.md:442:- Set `agents.defaults.memorySearch.provider = "local"`. /app/docs/concepts/memory.md:443:- Provide `agents.defaults.memorySearch.local.modelPath` (GGUF or `hf:` URI). /app/docs/concepts/memory.md:444:- Optional: set `agents.defaults.memorySearch.fallback = "none"` to avoid remote fallback. /app/docs/concepts/memory.md:448:- `memory_search` semantically searches Markdown chunks (~400 token target, 80-token overlap) from `MEMORY.md` + `memory/**/*.md`. It returns snippet text (capped ~700 chars), file path, line range, score, provider/model, and whether we fell back from local โ†’ remote embeddings. No full file payload is returned. /app/docs/concepts/memory.md:455:- Index storage: per-agent SQLite at `~/.openclaw/memory/.sqlite` (configurable via `agents.defaults.memorySearch.store.path`, supports `{agentId}` token). /app/docs/concepts/memory.md:505:- If embeddings are unavailable (or the provider returns a zero-vector), we still run BM25 and return keyword matches. /app/docs/concepts/memory.md:678:OpenClaw can cache **chunk embeddings** in SQLite so reindexing and frequent updates (especially session transcripts) don't re-embed unchanged text. /app/docs/concepts/memory.md:739:When the sqlite-vec extension is available, OpenClaw stores embeddings in a /app/docs/concepts/memory.md:763: cosine similarity over stored embeddings. /app/docs/concepts/memory.md:772:- When `memorySearch.provider = "local"`, `node-llama-cpp` resolves `modelPath`; if the GGUF is missing it **auto-downloads** to the cache (or `local.modelCacheDir` if set), then loads it. Downloads resume on retry. /app/docs/concepts/memory.md:774:- Fallback: if local setup fails and `memorySearch.fallback = "openai"`, we automatically switch to remote embeddings (`openai/text-embedding-3-small` unless overridden) and record the reason. /app/docs/experiments/research/memory.md:99:- optional embeddings table for semantic recall (still offline) /app/docs/experiments/research/memory.md:166: - find candidate opinions by entity overlap + similarity (FTS first, embeddings later) /app/docs/experiments/research/memory.md:198:- start with SQLite FTS + (optional) simple embeddings; youโ€™ll get most UX wins immediately. /app/docs/experiments/research/memory.md:207:- Embeddings + brute force (works surprisingly far if chunk count is low) /app/docs/experiments/research/memory.md:222:- Add embeddings only if recall quality or scale demands it. /app/docs/help/faq.md:1291:Only if you use **OpenAI embeddings**. Codex OAuth covers chat/completions and /app/docs/help/faq.md:1292:does **not** grant embeddings access, so **signing in with Codex (OAuth or the /app/docs/help/faq.md:1293:Codex CLI login)** does not help for semantic memory search. OpenAI embeddings /app/docs/help/faq.md:1303:`memorySearch.provider = "ollama"`. /app/docs/help/faq.md:1305:If you'd rather stay local, set `memorySearch.provider = "local"` (and optionally ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:11 AM
๐Ÿ’ญ Thinking
The clean options here are: - **remote embeddings**: OpenAI/Gemini/Voyage/Mistral, but they need real API keys - **local embeddings**: no API key, but needs a local model path / auto-download setup Since you havenโ€™t told me to add any external API key, the safest useful path is probably **local embeddings** if the environment supports it. Iโ€™m checking the exact local config fields and any installed support first. **๐Ÿ”ง Tool: `gateway`** ```json { "action": "config.schema.lookup", "path": "agents.defaults.memorySearch.local", "note": "Inspecting local memory embedding config before enabling local embeddings" } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "sed -n '380,470p' /app/docs/concepts/memory.md", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "node -e \"try{require('node-llama-cpp');console.log('node-llama-cpp:yes')}catch(e){console.log('node-llama-cpp:no')}\"", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 60 } ```
๐Ÿ“‹ Result ``` { "ok": true, "result": { "path": "agents.defaults.memorySearch.local", "schema": { "type": "object", "additionalProperties": false }, "children": [ { "key": "modelPath", "path": "agents.defaults.memorySearch.local.modelPath", "type": "string", "required": false, "hasChildren": false, "hint": { "label": "Local Embedding Model Path", "help": "Specifies the local embedding model source for local memory search, such as a GGUF file path or `hf:` URI. Use this only when provider is `local`, and verify model compatibility before large index rebuilds.", "tags": [ "storage" ] }, "hintPath": "agents.defaults.memorySearch.local.modelPath" }, { "key": "modelCacheDir", "path": "agents.defaults.memorySearch.local.modelCacheDir", "type": "string", "required": false, "hasChildren": false } ] } } ```
๐Ÿ“‹ Result ``` memorySearch: { provider: "openai", model: "text-embedding-3-small", remote: { baseUrl: "https://api.example.com/v1/", apiKey: "YOUR_OPENAI_COMPAT_API_KEY", headers: { "X-Custom-Header": "value" } } } } } ``` If you don't want to set an API key, use `memorySearch.provider = "local"` or set `memorySearch.fallback = "none"`. Fallbacks: - `memorySearch.fallback` can be `openai`, `gemini`, `voyage`, `mistral`, `ollama`, `local`, or `none`. - The fallback provider is only used when the primary embedding provider fails. Batch indexing (OpenAI + Gemini + Voyage): - Disabled by default. Set `agents.defaults.memorySearch.remote.batch.enabled = true` to enable for large-corpus indexing (OpenAI, Gemini, and Voyage). - Default behavior waits for batch completion; tune `remote.batch.wait`, `remote.batch.pollIntervalMs`, and `remote.batch.timeoutMinutes` if needed. - Set `remote.batch.concurrency` to control how many batch jobs we submit in parallel (default: 2). - Batch mode applies when `memorySearch.provider = "openai"` or `"gemini"` and uses the corresponding API key. - Gemini batch jobs use the async embeddings batch endpoint and require Gemini Batch API availability. Why OpenAI batch is fast + cheap: - For large backfills, OpenAI is typically the fastest option we support because we can submit many embedding requests in a single batch job and let OpenAI process them asynchronously. - OpenAI offers discounted pricing for Batch API workloads, so large indexing runs are usually cheaper than sending the same requests synchronously. - See the OpenAI Batch API docs and pricing for details: - [https://platform.openai.com/docs/api-reference/batch](https://platform.openai.com/docs/api-reference/batch) - [https://platform.openai.com/pricing](https://platform.openai.com/pricing) Config example: ```json5 agents: { defaults: { memorySearch: { provider: "openai", model: "text-embedding-3-small", fallback: "openai", remote: { batch: { enabled: true, concurrency: 2 } }, sync: { watch: true } } } } ``` Tools: - `memory_search` โ€” returns snippets with file + line ranges. - `memory_get` โ€” read memory file content by path. Local mode: - Set `agents.defaults.memorySearch.provider = "local"`. - Provide `agents.defaults.memorySearch.local.modelPath` (GGUF or `hf:` URI). - Optional: set `agents.defaults.memorySearch.fallback = "none"` to avoid remote fallback. ### How the memory tools work - `memory_search` semantically searches Markdown chunks (~400 token target, 80-token overlap) from `MEMORY.md` + `memory/**/*.md`. It returns snippet text (capped ~700 chars), file path, line range, score, provider/model, and whether we fell back from local โ†’ remote embeddings. No full file payload is returned. - `memory_get` reads a specific memory Markdown file (workspace-relative), optionally from a starting line and for N lines. Paths outside `MEMORY.md` / `memory/` are rejected. - Both tools are enabled only when `memorySearch.enabled` resolves true for the agent. ### What gets indexed (and when) - File type: Markdown only (`MEMORY.md`, `memory/**/*.md`). - Index storage: per-agent SQLite at `~/.openclaw/memory/.sqlite` (configurable via `agents.defaults.memorySearch.store.path`, supports `{agentId}` token). - Freshness: watcher on `MEMORY.md` + `memory/` marks the index dirty (debounce 1.5s). Sync is scheduled on session start, on search, or on an interval and runs asynchronously. Session transcripts use delta thresholds to trigger background sync. - Reindex triggers: the index stores the embedding **provider/model + endpoint fingerprint + chunking params**. If any of those change, OpenClaw automatically resets and reindexes the entire store. ### Hybrid search (BM25 + vector) When enabled, OpenClaw combines: - **Vector similarity** (semantic match, wording can differ) - **BM25 keyword relevance** (exact tokens like IDs, env vars, code symbols) If full-text search is unavailable on your platform, OpenClaw falls back to vector-only search. #### Why hybrid? Vector search is great at โ€œthis means the same thingโ€: ```
๐Ÿ“‹ Result ``` node-llama-cpp:no ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:11 AM
๐Ÿ’ญ Thinking
Local `node-llama-cpp` embeddings arenโ€™t available in this container, so the โ€œpure local model fileโ€ route isnโ€™t the easy win here. The next best no-new-key possibility is **Ollama embeddings**, if thereโ€™s a local Ollama endpoint/model available. Iโ€™m checking that before I fall back to asking for a remote API key. **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --all --provider ollama --plain", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "grep -Rni -I -m 80 \"memorySearch.provider = \\\"ollama\\\"\\|/api/embeddings\\|ollama embeddings\" /app/docs/concepts/memory.md /app/docs/help/faq.md /app/docs/reference/api-usage-costs.md 2>/dev/null | head -n 80", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "(curl -fsS http://127.0.0.1:11434/api/tags || curl -fsS http://host.docker.internal:11434/api/tags || curl -fsS http://172.21.0.1:11434/api/tags) 2>/dev/null | head -c 4000", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 60 } ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.1-codex-mini (override)[39m No models found. ```
๐Ÿ“‹ Result ``` /app/docs/concepts/memory.md:112:- `memorySearch.provider = "ollama"` is also supported for local/self-hosted /app/docs/concepts/memory.md:113: Ollama embeddings (`/api/embeddings`), but it is not auto-selected. /app/docs/help/faq.md:1303:`memorySearch.provider = "ollama"`. /app/docs/reference/api-usage-costs.md:71:- `memorySearch.provider = "ollama"` โ†’ Ollama embeddings (local/self-hosted; typically no hosted API billing) ```
๐Ÿ“‹ Result ``` (no output) ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:12 AM
๐Ÿ’ญ Thinking **Considering setup options** I think I need to respond with the possibility of requiring a real key or local service installation. Maybe I could configure it locally later, but I might want to inspect the schema for the base URL and API key. Since the user asked to proceed, should I mention that something might be blocked? I could suggest a fallback option, but that doesn't seem right. Using a local provider for embeddings might work, but if nothing's up, I should stick to concise answers with options.
I checked the practical options. **Current state** - Memory search is enabled, but **semantic embeddings are unavailable** - **Codex OAuth does not cover embeddings** - **local `node-llama-cpp` embeddings are not installed** - **Ollama isnโ€™t available** here either So I **canโ€™t fully enable semantic memory embeddings right now without one of these**: 1. a real **embedding API key** - best choices: **OpenAI**, **Gemini**, **Voyage**, or **Mistral** 2. a working **local Ollama** with an embedding model 3. installing/supporting **local llama.cpp embeddings** **Best next move** If you want the fastest clean fix, give me one of: - **`OPENAI_API_KEY`** โ†’ Iโ€™d set `memorySearch.provider = "openai"` and likely `model = "text-embedding-3-small"` - **`GEMINI_API_KEY`** โ†’ Iโ€™d set `provider = "gemini"` - or tell me to wire it to a local **Ollama** endpoint if you have one **My recommendation** - easiest/best default: **OpenAI embeddings with `text-embedding-3-small`** - cheapest self-hosted-ish route: **Ollama embeddings**, but only if you already have Ollama running with an embedding model So the blocker isnโ€™t config anymore โ€” itโ€™s **missing embedding backend credentials/runtime**. If you want, I can do either: 1. prepare the exact config patch for **OpenAI embeddings** once you provide a key, or 2. help set up **Ollama embeddings** on the host. --- ## ๐Ÿ‘ค User โ€” Mar 25, 2026, 2:12 AM dont look at just codex models in yoooour searcg --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:12 AM
๐Ÿ’ญ Thinking
Fair. That was too narrow. I checked what was easiest from the current OpenClaw surface, but for **memory embeddings** I should be looking across **embedding backends**, not just the Codex/chat model side. What actually matters here is: - **OpenAI embeddings** (`text-embedding-3-small`, etc.) via real API key - **Gemini embeddings** - **Voyage** - **Mistral** - **Ollama** - **local** Not the Codex chat catalog. So the real question is: **what embedding providers are available or can be exposed in this setup**, not โ€œwhich Codex model do we haveโ€. If you want, Iโ€™ll do the correct pass now: 1. inspect the full configured/available **embedding provider** options, 2. check whether any provider auth already exists beyond Codex OAuth, 3. then recommend the best memory backend for this machine. --- ## ๐Ÿ‘ค User โ€” Mar 25, 2026, 2:13 AM explore all model options, 5.1 mini is fine but im sure u miseed some --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:13 AM
๐Ÿ’ญ Thinking **Exploring model options** I donโ€™t think I need a memory search since this is about the current configuration and options, not previous work. I might need to use my docs-first skill for planning the software configuration. The task is really about exploring all the model options available. Maybe the docs-first-bounded-context-builder skill is somewhat relevant, but I should focus on the context Iโ€™ve already read through once โ€” seems like a good approach!
Iโ€™m doing a broader sweep of the full model/provider catalog โ€” not just Codex โ€” so I can tell you whatโ€™s actually available for chat, background work, and embeddings. **๐Ÿ”ง Tool: `read`** ```json { "file_path": "/home/node/.openclaw/workspace/skills/docs-first-bounded-context-builder/SKILL.md", "offset": 1, "limit": 220 } ```
๐Ÿ“‹ Result ``` --- name: docs-first-bounded-context-builder description: Design stable, functional, cohesive systems by researching current documentation first, defining bounded contexts, mapping flows and invariants, and choosing architecture after the domain is understood. Use when planning or implementing software systems, services, agents, workflows, schemas, or prompts where reducing ambiguity, cross-context leakage, and execution error rates matters. --- # Docs-First Bounded Context Builder Use this skill to keep system design grounded in reality instead of jumping straight into implementation. ## Follow this workflow 1. **Research current reality first** - Check official docs, specs, APIs, platform constraints, version-specific behavior, and existing local code/docs. - Separate confirmed facts from assumptions. - If critical facts are missing, say so before proposing implementation. 2. **Define bounded contexts before architecture** - For each context, identify: - purpose - owned concepts - owned data - owned decisions - interfaces - dependencies - invariants - failure boundaries - Prefer domain responsibilities over technical-layer partitions. 3. **Map flows and ownership** - Identify the main events, transitions, and handoffs. - Say which context owns each transition. - Note where validation and error containment should happen. 4. **Choose architecture after the model is clear** - Prefer a coherent monolith while boundaries are still emerging. - Split into services only when there is a concrete operational or domain reason. - Keep interfaces explicit and narrow. 5. **Implement in cohesive slices** - Deliver one bounded capability at a time. - Include inputs, rules, outputs, persistence implications, and verification. - Avoid broad layer-by-layer work that hides ownership. 6. **Reduce error rates deliberately** - Validate at boundaries. - Normalize external input once. - Make invariants and state transitions explicit. - Avoid hidden cross-context writes. - Keep names aligned with domain language. ## Default output structure When using this skill, structure the response as: 1. Reality check 2. Bounded context map 3. Core flows and events 4. Invariants and rules 5. Architecture recommendation 6. Implementation slices 7. Error-rate reduction plan ## Read these references when needed - Read `references/doctrine.md` for the distilled design doctrine. - Read `references/system-prompt.md` when you need a reusable prompt/system-prompt form. - Read `references/checklist.md` when you need a compact execution checklist. ## Avoid these anti-patterns - Starting from frameworks, tables, endpoints, or services before understanding the domain - Treating microservices as the default answer - Using generic service/manager layers that hide domain logic - Mixing unrelated responsibilities in the same module or prompt - Leaving invariants implicit - Writing plans that do not identify ownership boundaries ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:13 AM **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models list --all --plain", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 180 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw models status --plain", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "grep -Rni -I -m 160 \"openai-codex/gpt-5|text-embedding-3-small|gemini-embedding|mistral-embed|voyage|memorySearch.provider|models list --all\" /app/docs /app/dist 2>/dev/null | head -n 160", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 180 } ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.1-codex-mini (override)[39m amazon-bedrock/amazon.nova-2-lite-v1:0 amazon-bedrock/amazon.nova-lite-v1:0 amazon-bedrock/amazon.nova-micro-v1:0 amazon-bedrock/amazon.nova-premier-v1:0 amazon-bedrock/amazon.nova-pro-v1:0 amazon-bedrock/anthropic.claude-3-5-haiku-20241022-v1:0 amazon-bedrock/anthropic.claude-3-5-sonnet-20240620-v1:0 amazon-bedrock/anthropic.claude-3-5-sonnet-20241022-v2:0 amazon-bedrock/anthropic.claude-3-7-sonnet-20250219-v1:0 amazon-bedrock/anthropic.claude-3-haiku-20240307-v1:0 amazon-bedrock/anthropic.claude-haiku-4-5-20251001-v1:0 amazon-bedrock/anthropic.claude-opus-4-1-20250805-v1:0 amazon-bedrock/anthropic.claude-opus-4-20250514-v1:0 amazon-bedrock/anthropic.claude-opus-4-5-20251101-v1:0 amazon-bedrock/anthropic.claude-opus-4-6-v1 amazon-bedrock/anthropic.claude-sonnet-4-20250514-v1:0 amazon-bedrock/anthropic.claude-sonnet-4-5-20250929-v1:0 amazon-bedrock/anthropic.claude-sonnet-4-6 amazon-bedrock/deepseek.r1-v1:0 amazon-bedrock/deepseek.v3-v1:0 amazon-bedrock/deepseek.v3.2 amazon-bedrock/eu.anthropic.claude-haiku-4-5-20251001-v1:0 amazon-bedrock/eu.anthropic.claude-opus-4-5-20251101-v1:0 amazon-bedrock/eu.anthropic.claude-opus-4-6-v1 amazon-bedrock/eu.anthropic.claude-sonnet-4-20250514-v1:0 amazon-bedrock/eu.anthropic.claude-sonnet-4-5-20250929-v1:0 amazon-bedrock/eu.anthropic.claude-sonnet-4-6 amazon-bedrock/global.anthropic.claude-haiku-4-5-20251001-v1:0 amazon-bedrock/global.anthropic.claude-opus-4-5-20251101-v1:0 amazon-bedrock/global.anthropic.claude-opus-4-6-v1 amazon-bedrock/global.anthropic.claude-sonnet-4-20250514-v1:0 amazon-bedrock/global.anthropic.claude-sonnet-4-5-20250929-v1:0 amazon-bedrock/global.anthropic.claude-sonnet-4-6 amazon-bedrock/google.gemma-3-27b-it amazon-bedrock/google.gemma-3-4b-it amazon-bedrock/meta.llama3-1-405b-instruct-v1:0 amazon-bedrock/meta.llama3-1-70b-instruct-v1:0 amazon-bedrock/meta.llama3-1-8b-instruct-v1:0 amazon-bedrock/meta.llama3-2-11b-instruct-v1:0 amazon-bedrock/meta.llama3-2-1b-instruct-v1:0 amazon-bedrock/meta.llama3-2-3b-instruct-v1:0 amazon-bedrock/meta.llama3-2-90b-instruct-v1:0 amazon-bedrock/meta.llama3-3-70b-instruct-v1:0 amazon-bedrock/meta.llama4-maverick-17b-instruct-v1:0 amazon-bedrock/meta.llama4-scout-17b-instruct-v1:0 amazon-bedrock/minimax.minimax-m2 amazon-bedrock/minimax.minimax-m2.1 amazon-bedrock/mistral.devstral-2-123b amazon-bedrock/mistral.magistral-small-2509 amazon-bedrock/mistral.ministral-3-14b-instruct amazon-bedrock/mistral.ministral-3-3b-instruct amazon-bedrock/mistral.ministral-3-8b-instruct amazon-bedrock/mistral.mistral-large-3-675b-instruct amazon-bedrock/mistral.pixtral-large-2502-v1:0 amazon-bedrock/mistral.voxtral-mini-3b-2507 amazon-bedrock/mistral.voxtral-small-24b-2507 amazon-bedrock/moonshot.kimi-k2-thinking amazon-bedrock/moonshotai.kimi-k2.5 amazon-bedrock/nvidia.nemotron-nano-12b-v2 amazon-bedrock/nvidia.nemotron-nano-3-30b amazon-bedrock/nvidia.nemotron-nano-9b-v2 amazon-bedrock/openai.gpt-oss-120b-1:0 amazon-bedrock/openai.gpt-oss-20b-1:0 amazon-bedrock/openai.gpt-oss-safeguard-120b amazon-bedrock/openai.gpt-oss-safeguard-20b amazon-bedrock/qwen.qwen3-235b-a22b-2507-v1:0 amazon-bedrock/qwen.qwen3-32b-v1:0 amazon-bedrock/qwen.qwen3-coder-30b-a3b-v1:0 amazon-bedrock/qwen.qwen3-coder-480b-a35b-v1:0 amazon-bedrock/qwen.qwen3-next-80b-a3b amazon-bedrock/qwen.qwen3-vl-235b-a22b amazon-bedrock/us.anthropic.claude-haiku-4-5-20251001-v1:0 amazon-bedrock/us.anthropic.claude-opus-4-1-20250805-v1:0 amazon-bedrock/us.anthropic.claude-opus-4-20250514-v1:0 amazon-bedrock/us.anthropic.claude-opus-4-5-20251101-v1:0 amazon-bedrock/us.anthropic.claude-opus-4-6-v1 amazon-bedrock/us.anthropic.claude-sonnet-4-20250514-v1:0 amazon-bedrock/us.anthropic.claude-sonnet-4-5-20250929-v1:0 amazon-bedrock/us.anthropic.claude-sonnet-4-6 amazon-bedrock/writer.palmyra-x4-v1:0 amazon-bedrock/writer.palmyra-x5-v1:0 amazon-bedrock/zai.glm-4.7 amazon-bedrock/zai.glm-4.7-flash anthropic/claude-3-5-haiku-20241022 anthropic/claude-3-5-haiku-latest anthropic/claude-3-5-sonnet-20240620 anthropic/claude-3-5-sonnet-20241022 anthropic/claude-3-7-sonnet-20250219 anthropic/claude-3-7-sonnet-latest anthropic/claude-3-haiku-20240307 anthropic/claude-3-opus-20240229 anthropic/claude-3-sonnet-20240229 anthropic/claude-haiku-4-5 anthropic/claude-haiku-4-5-20251001 anthropic/claude-opus-4-0 ```
๐Ÿ“‹ Result ``` openai-codex/gpt-5.4 [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.1-codex-mini (override)[39m ```
๐Ÿ“‹ Result ``` (no output) ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:13 AM
๐Ÿ’ญ Thinking
Yep โ€” you were right. I *had* missed a lot. **Reality check** There are two different things here: 1. **full catalog available in OpenClaw** 2. **what this agent is currently configured/authenticated to use by default** Your current default/runtime is still basically: - main chat: `openai-codex/gpt-5.4` But the **full catalog** is much broader. ## What I found OpenClawโ€™s `models list --all` exposes a huge catalog including: ### OpenAI-family - `openai/gpt-5` - `openai/gpt-5-mini` - `openai/gpt-5-nano` - `openai/gpt-5.1` - `openai/gpt-5.1-codex-mini` - `openai/gpt-5.2` - `openai/gpt-5.3-codex` - `openai/gpt-5.4` - `openai/o3` - `openai/o4-mini` - plus many more ### OpenAI Codex OAuth - `openai-codex/gpt-5.1` - `openai-codex/gpt-5.1-codex-max` - `openai-codex/gpt-5.1-codex-mini` - `openai-codex/gpt-5.2` - `openai-codex/gpt-5.2-codex` - `openai-codex/gpt-5.3-codex` - `openai-codex/gpt-5.3-codex-spark` - `openai-codex/gpt-5.4` ### Anthropic - `anthropic/claude-3-5-haiku-*` - `anthropic/claude-3-7-sonnet-*` - `anthropic/claude-sonnet-4*` - `anthropic/claude-opus-4*` - `anthropic/claude-haiku-4-5` ### Google - `google/gemini-2.5-flash` - `google/gemini-2.5-flash-lite` - `google/gemini-2.5-pro` - `google/gemini-3-flash-preview` - `google/gemini-3.1-pro-preview` ### Mistral - `mistral/codestral-latest` - `mistral/devstral-*` - `mistral/mistral-small-*` - `mistral/mistral-medium-*` - `mistral/mistral-large-*` ### XAI / Grok - `xai/grok-3` - `xai/grok-3-fast` - `xai/grok-4` - `xai/grok-4-fast` - `xai/grok-code-fast-1` ### Plus many more via - `github-copilot/*` - `openrouter/*` - `vercel-ai-gateway/*` - `amazon-bedrock/*` - `google-vertex/*` - `groq/*` - `huggingface/*` - `minimax/*` - `zai/*` - `opencode/*` ## Important distinction Seeing them in `--all` means: - **the catalog knows about them** It does **not automatically mean** - this gateway has auth ready for all of them - this agent can successfully use all of them right now Thatโ€™s why your live `models status` was still basically showing the current configured/default side, not the whole universe. ## Was `gpt-5.1-codex-mini` still a reasonable pick? Yes. For **LCM summaries + heartbeat/background work**, it still looks like a sensible choice: - lighter than `gpt-5.4` - available in the Codex-authenticated lane youโ€™re already using - good fit for compaction/background tasks So I donโ€™t think the choice was bad โ€” just that my earlier search space was too small. ## Better model map now ### Best current split - **Main chat:** `openai-codex/gpt-5.4` - **LCM summaries:** `openai-codex/gpt-5.1-codex-mini` - **Heartbeats:** `openai-codex/gpt-5.1-codex-mini` ### Strong candidates I should also consider next Depending on auth/availability goals: - **cheaper background:** `openai/gpt-5-nano`, `openai/gpt-5-mini`, `google/gemini-2.5-flash-lite` - **fast coding-ish utility:** `openai-codex/gpt-5.3-codex-spark`, `xai/grok-code-fast-1`, `mistral/codestral-latest` - **higher-end reasoning/analysis:** `openai/o3`, `anthropic/claude-sonnet-4.5`, `google/gemini-2.5-pro` ## What Iโ€™d do next If you want the actually useful next pass, I should now answer: **Which of these are not just in the catalog, but are likely usable in *this* setup right now?** That means checking: 1. provider auth presence 2. provider/plugin enabled state 3. which models are realistic candidates for: - main chat - heartbeat - LCM summary - memory embeddings If you want, I can do that narrower, higher-value pass next instead of just dumping the catalog. --- ## ๐Ÿ‘ค User โ€” Mar 25, 2026, 2:15 AM are heartbeats setup for this cloaw and what occurs during --- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:15 AM
๐Ÿ’ญ Thinking **Considering memory search** Iโ€™m thinking about whether I need a memory search. It seems like it might not be necessary since itโ€™s mainly about the current configuration rather than past setups. However, I also want to be thorough โ€” should I inspect the heartbeat configuration and check HEARTBEAT.md? Thereโ€™s a bit of a dilemma here on whether I need that prior memory or not. Let's make sure I figure this out!
**๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw config get agents.defaults.heartbeat", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ``` **๐Ÿ”ง Tool: `read`** ```json { "file_path": "/home/node/.openclaw/workspace/HEARTBEAT.md", "offset": 1, "limit": 200 } ``` **๐Ÿ”ง Tool: `exec`** ```json { "command": "openclaw health", "workdir": "/home/node/.openclaw/workspace", "yieldMs": 10000, "timeout": 120 } ```
๐Ÿ“‹ Result ``` { "model": "openai-codex/gpt-5.1-codex-mini" } [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.1-codex-mini (override)[39m ```
๐Ÿ“‹ Result ``` # HEARTBEAT.md ## Periodic tasks - **Retrospective curation (every 3rd heartbeat):** Check `records/retrospective.jsonl` for new entries. Curate significant ones into `records/retrospective.md` following the entry format in AGENTS.md. Delete processed JSONL entries or note the last-processed timestamp in `memory/heartbeat-state.json`. ```
๐Ÿ“‹ Result ``` [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m [35m[plugins][39m [36m[lcm] Ignoring sessions matching 1 pattern(s): agent:*:cron:**[39m [35m[plugins][39m [36m[lcm] Stateless session patterns: 1 pattern(s): agent:*:subagent:**[39m [35m[plugins][39m [36m[lcm] Plugin loaded (enabled=true, db=/home/node/.openclaw/lcm.db, threshold=0.75)[39m [35m[plugins][39m [36m[lcm] Compaction summarization model: openai-codex/gpt-5.1-codex-mini (override)[39m [35m[plugins][39m [33mplugins.allow is empty; discovered non-bundled plugins may auto-load: metaclaw-hooks (/home/node/.openclaw/workspace/plugins/metaclaw-hooks/index.ts), lossless-claw (/home/node/.openclaw/workspace/tools/lossless-claw/index.ts). Set plugins.allow to explicit trusted ids.[39m Telegram: ok (@IIXXI_Claw_bot) (1044ms) Agents: main (default) Heartbeat interval: 30m (main) Session store (main): /home/node/.openclaw/agents/main/sessions/sessions.json (12 entries) - agent:main:main (2m ago) - agent:main:webchat-1774369948830 (390m ago) - agent:main:webchat-1774369461846 (466m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64 (526m ago) - agent:main:cron:370012fc-2aef-49d6-a02c-f76a74a3cb64:run:dc813ede-3487-4c5f-910f-7cc30fe3e81b (526m ago) ```
--- ## ๐Ÿค– Assistant โ€” Mar 25, 2026, 2:16 AM
๐Ÿ’ญ Thinking
Yes โ€” heartbeats are set up. **Current heartbeat state** - **Enabled:** yes - **Interval:** **every 30 minutes** - **Runs on:** the **main** agent/session - **Heartbeat model:** **`openai-codex/gpt-5.1-codex-mini`** **What happens during a heartbeat** A heartbeat is basically a **periodic agent turn** in the main session. OpenClaw wakes me up and gives me the heartbeat prompt plus your workspace context. In your setup, that means I should: 1. read `HEARTBEAT.md` 2. follow it strictly 3. if nothing needs attention, reply `HEARTBEAT_OK` 4. if something does need attention, send an actual alert/update instead **What your current HEARTBEAT.md says to do** Right now it has one explicit periodic task: - **Retrospective curation (every 3rd heartbeat):** - check `records/retrospective.jsonl` - curate significant entries into `records/retrospective.md` - delete processed entries or track last-processed timestamp in `memory/heartbeat-state.json` So at the moment, your heartbeat behavior is pretty light: - mostly periodic wake-ups - occasionally retrospective maintenance - otherwise acknowledge and stay quiet if nothing needs action **Important nuance** Heartbeats are **not cron jobs**. They happen in the **main conversational context**, so they can use recent context and workspace files. That makes them good for: - soft periodic checks - lightweight maintenance - context-aware nudges Whereas cron is better for: - exact timing - isolated runs - standalone scheduled tasks **What I changed recently** I set heartbeats to use the lighter model: - `agents.defaults.heartbeat.model = openai-codex/gpt-5.1-codex-mini` So they should now be cheaper than using your main `gpt-5.4` chat model. If you want, I can also inspect whether the heartbeat config has any **target/delivery settings** beyond the default behavior, but from what I checked just now, only the **model override** is explicitly set. ---