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The `music\_generate` tool lets the agent create music or audio through the shared music-generation capability with configured providers β ComfyUI, fal, Google, MiniMax, and OpenRouter today. For session-backed agent runs, OpenClaw starts music generation as a background task, tracks it in the task ledger, then wakes t... | https://github.com/openclaw/openclaw/blob/main/docs/tools/music-generation.md | main | opebclaw | [
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example: ```text /tool music\_generate prompt="Dreamy lo-fi hip hop with vinyl texture and gentle rain" instrumental=true ``` ## Tool parameters Music generation prompt. Required for `action: "generate"`. `"status"` returns the current session task; `"list"` inspects providers. Provider/model override (e.g. `google/lyr... | https://github.com/openclaw/openclaw/blob/main/docs/tools/music-generation.md | main | opebclaw | [
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mapping for prompt/output fields. The bundled `comfy` plugin plugs into the shared `music\_generate` tool through the music-generation provider registry. Uses fal model endpoints through the shared provider auth path. The bundled provider defaults to `fal-ai/minimax-music/v2.6` and also exposes `fal-ai/ace-step/prompt-... | https://github.com/openclaw/openclaw/blob/main/docs/tools/music-generation.md | main | opebclaw | [
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The `image\_generate` tool lets the agent create and edit images using your configured providers. In chat sessions, image generation runs asynchronously: OpenClaw records a background task, returns the task id immediately, and wakes the agent when the provider finishes. The completion agent follows the session's normal... | https://github.com/openclaw/openclaw/blob/main/docs/tools/image-generation.md | main | opebclaw | [
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`GEMINI\_API\_KEY` or `GOOGLE\_API\_KEY` | | LiteLLM | `gpt-image-2` | Yes (up to 5 input images) | `LITELLM\_API\_KEY` | | MiniMax | `image-01` | Yes (subject reference) | `MINIMAX\_API\_KEY` or MiniMax OAuth (`minimax-portal`) | | OpenAI | `gpt-image-2` | Yes (up to 4 images) | `OPENAI\_API\_KEY` or OpenAI ChatGPT/Co... | https://github.com/openclaw/openclaw/blob/main/docs/tools/image-generation.md | main | opebclaw | [
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180\_000, fallbacks: [ "openrouter/google/gemini-3.1-flash-image-preview", "google/gemini-3.1-flash-image-preview", "fal/fal-ai/flux/dev", ], }, }, }, } ``` ### Provider selection order OpenClaw tries providers in this order: 1. \*\*`model` parameter\*\* from the tool call (if the agent specifies one). 2. \*\*`imageGen... | https://github.com/openclaw/openclaw/blob/main/docs/tools/image-generation.md | main | opebclaw | [
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is provider-neutral and currently maps to the same OpenAI `background` request field when the OpenAI provider is selected. Providers that do not declare background support return it in `ignoredOverrides` instead of receiving the unsupported parameter. To route OpenAI image generation through an Azure OpenAI deployment ... | https://github.com/openclaw/openclaw/blob/main/docs/tools/image-generation.md | main | opebclaw | [
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overview](/tools) - all available agent tools - [ComfyUI](/providers/comfy) - local ComfyUI and Comfy Cloud workflow setup - [fal](/providers/fal) - fal image and video provider setup - [Google (Gemini)](/providers/google) - Gemini image provider setup - [MiniMax](/providers/minimax) - MiniMax image provider setup - [O... | https://github.com/openclaw/openclaw/blob/main/docs/tools/image-generation.md | main | opebclaw | [
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Skills are markdown instruction files that teach the agent how and when to use tools. Each skill lives in a directory containing a `SKILL.md` file with YAML frontmatter and a markdown body. OpenClaw loads bundled skills plus any local overrides, and filters them at load time based on environment, config, and binary pre... | https://github.com/openclaw/openclaw/blob/main/docs/tools/skills.md | main | opebclaw | [
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level as `skills.load.extraDirs`, so a same-named bundled, managed, agent, or workspace skill overrides them. Gate them via `metadata.openclaw.requires.config` on the plugin's config entry. See [Plugins](/tools/plugin) and [Tools](/tools) for the full plugin system. ## Skill Workshop [Skill Workshop](/tools/skill-works... | https://github.com/openclaw/openclaw/blob/main/docs/tools/skills.md | main | opebclaw | [
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a ClawHub skill folder directly and does not use the installer-metadata scanner. `skills.entries.\*.env` and `skills.entries.\*.apiKey` inject secrets into the \*\*host\*\* process for that agent turn only β not into the sandbox. Keep secrets out of prompts and logs. For the broader threat model and security checklists... | https://github.com/openclaw/openclaw/blob/main/docs/tools/skills.md | main | opebclaw | [
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- Gateway installer preference: Homebrew β uv β configured node manager β go β download. - \*\*Homebrew:\*\* OpenClaw does not auto-install Homebrew or translate brew formulas into system package commands. In Linux containers without `brew`, brew-only installers are hidden; use a custom image or install the dependency ... | https://github.com/openclaw/openclaw/blob/main/docs/tools/skills.md | main | opebclaw | [
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under `skills.load`: ```json5 { skills: { load: { extraDirs: ["~/Projects/agent-scripts/skills"], allowSymlinkTargets: ["~/Projects/manager/skills"], watch: true, watchDebounceMs: 250, }, }, } ``` Use `allowSymlinkTargets` for intentional symlinked layouts where a skill root symlink points outside the configured root, ... | https://github.com/openclaw/openclaw/blob/main/docs/tools/skills.md | main | opebclaw | [
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Use this page to choose the right Capabilities surface. \*\*Tools\*\* are callable actions, \*\*skills\*\* teach agents how to work, and \*\*plugins\*\* add runtime capabilities such as tools, providers, channels, hooks, and packaged skills. This is an overview and routing page. For exhaustive tool policy, defaults, gr... | https://github.com/openclaw/openclaw/blob/main/docs/tools/index.md | main | opebclaw | [
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replies or channel actions | `message` | [Agent send](/tools/agent-send) | | Sessions and agents | Inspect sessions, delegate work, steer another run, or report status | `sessions\_\*`, `subagents`, `agents\_list`, `session\_status`, `goal` | [Goal](/tools/goal), [Sub-agents](/tools/subagents), [Session tool](/concepts... | https://github.com/openclaw/openclaw/blob/main/docs/tools/index.md | main | opebclaw | [
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[Tools and custom providers](/gateway/config-tools) for the canonical tool policy reference - [Plugins](/tools/plugin) for plugin installation and management - [Plugin SDK](/plugins/sdk-overview) for plugin author reference - [Skills](/tools/skills) for skill load order, gating, and config - [Skill Workshop](/tools/ski... | https://github.com/openclaw/openclaw/blob/main/docs/tools/index.md | main | opebclaw | [
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Most skills configuration lives under `skills` in `~/.openclaw/openclaw.json`. Agent-specific visibility lives under `agents.defaults.skills` and `agents.list[].skills`. ```json5 { skills: { allowBundled: ["gemini", "peekaboo"], load: { extraDirs: ["~/Projects/agent-scripts/skills"], allowSymlinkTargets: ["~/Projects/m... | https://github.com/openclaw/openclaw/blob/main/docs/tools/skills-config.md | main | opebclaw | [
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after successful turns. User-prompted skill creation always goes through Skill Workshop regardless of this setting. `pending` requires operator approval before agent-initiated apply, reject, or quarantine. `auto` allows those actions without approval. Maximum pending and quarantined proposals retained per workspace. Ma... | https://github.com/openclaw/openclaw/blob/main/docs/tools/skills-config.md | main | opebclaw | [
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## Problem: "Failed to start Chrome CDP on port 18800" OpenClaw's browser control server fails to launch Chrome/Brave/Edge/Chromium with the error: ``` {"error":"Error: Failed to start Chrome CDP on port 18800 for profile \"openclaw\"."} ``` ### Root cause On Ubuntu (and many Linux distros), the default Chromium instal... | https://github.com/openclaw/openclaw/blob/main/docs/tools/browser-linux-troubleshooting.md | main | opebclaw | [
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Chrome needs more time to expose its CDP HTTP endpoint. Raise `browser.localCdpReadyTimeoutMs` when launch succeeds but `openclaw browser start` still reports `not reachable after start`. Values must be positive integers up to `120000` ms; invalid config values are rejected. ### Problem: "No Chrome tabs found for profi... | https://github.com/openclaw/openclaw/blob/main/docs/tools/browser-linux-troubleshooting.md | main | opebclaw | [
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The `web\_search` tool searches the web using your configured provider and returns results. Results are cached by query for 15 minutes (configurable). OpenClaw also includes `x\_search` for X (formerly Twitter) posts and `web\_fetch` for lightweight URL fetching. In this phase, `web\_fetch` stays local while `web\_sear... | https://github.com/openclaw/openclaw/blob/main/docs/tools/web.md | main | opebclaw | [
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another provider such as `brave` to keep the managed `web\_search` tool for OpenAI models, or set `tools.web.search.enabled: false` to disable both managed search and native OpenAI search. ## Native Codex web search Codex-capable models can optionally use the provider-native Responses `web\_search` tool instead of Open... | https://github.com/openclaw/openclaw/blob/main/docs/tools/web.md | main | opebclaw | [
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}, }, } ``` Provider-specific config (API keys, base URLs, modes) lives under `plugins.entries..config.webSearch.\*`. Gemini can also reuse `models.providers.google.apiKey` and `models.providers.google.baseUrl` as lower-priority fallbacks after its dedicated web-search config and `GEMINI\_API\_KEY`. See the provider pa... | https://github.com/openclaw/openclaw/blob/main/docs/tools/web.md | main | opebclaw | [
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the grounded answer shape. Gemini supports `freshness`, `date\_after`, and `date\_before` by converting them to Google Search grounding time ranges. Perplexity behaves the same way when you use the Sonar/OpenRouter compatibility path (`plugins.entries.perplexity.config.webSearch.baseUrl` / `model` or `OPENROUTER\_API\_... | https://github.com/openclaw/openclaw/blob/main/docs/tools/web.md | main | opebclaw | [
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Trajectory capture is OpenClaw's per-session flight recorder. It records a structured timeline for each agent run, then `/export-trajectory` packages the current session into a redacted support bundle. Use it when you need to answer questions like: - What prompt, system prompt, and tools were sent to the model? - Which... | https://github.com/openclaw/openclaw/blob/main/docs/tools/trajectory.md | main | opebclaw | [
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runtime data. ## Capture location By default, runtime trajectory events are written beside the session file: ```text .trajectory.jsonl ``` OpenClaw also writes a best-effort pointer file beside the session: ```text .trajectory-path.json ``` Set `OPENCLAW\_TRAJECTORY\_DIR` to store runtime trajectory sidecars in a dedic... | https://github.com/openclaw/openclaw/blob/main/docs/tools/trajectory.md | main | opebclaw | [
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`pdf` analyzes one or more PDF documents and returns text. Quick behavior: - Native provider mode for Anthropic and Google model providers. - Extraction fallback mode for other providers (extract text first, then page images when needed). - Supports single (`pdf`) or multi (`pdfs`) input, max 10 PDFs per call. ## Avail... | https://github.com/openclaw/openclaw/blob/main/docs/tools/pdf.md | main | opebclaw | [
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text. - Extraction fallback uses the bundled `document-extract` plugin. The plugin owns `clawpdf`, which provides text extraction and image rendering through PDFium WebAssembly. ## Config ```json5 { agents: { defaults: { pdfModel: { primary: "anthropic/claude-opus-4-6", fallbacks: ["openai/gpt-5.4-mini"], }, pdfMaxByte... | https://github.com/openclaw/openclaw/blob/main/docs/tools/pdf.md | main | opebclaw | [
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For the overview, operator runbook, and concepts, see [ACP agents](/tools/acp-agents). The sections below cover acpx harness config, plugin setup for the MCP bridges, and permission configuration. Use this page only when you are setting up the ACP/acpx route. For native Codex app-server runtime config, use [Codex harne... | https://github.com/openclaw/openclaw/blob/main/docs/tools/acp-agents-setup.md | main | opebclaw | [
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startup and waits for the embedded runtime startup probe before the gateway `ready` signal. Set `OPENCLAW\_ACPX\_RUNTIME\_STARTUP\_PROBE=0` or `OPENCLAW\_SKIP\_ACPX\_RUNTIME\_PROBE=1` only for scripts or environments that intentionally keep the startup probe disabled. Run `/acp doctor` for an explicit on-demand probe. ... | https://github.com/openclaw/openclaw/blob/main/docs/tools/acp-agents-setup.md | main | opebclaw | [
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bundled `acpx` plugin probes one harness agent. If `acp.allowedAgents` is set, it defaults to the first allowed agent; otherwise it defaults to `codex`. If your deployment needs a different ACP agent for health checks, set the probe agent explicitly: ```bash openclaw config set plugins.entries.acpx.config.probeAgent cl... | https://github.com/openclaw/openclaw/blob/main/docs/tools/acp-agents-setup.md | main | opebclaw | [
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OpenClaw can convert outbound replies into audio across \*\*14 speech providers\*\* and deliver native voice messages on Feishu, Matrix, Telegram, and WhatsApp, audio attachments everywhere else, and PCM/Ulaw streams for telephony and Talk. TTS is the speech-output half of Talk's `stt-tts` mode. Provider-native `realti... | https://github.com/openclaw/openclaw/blob/main/docs/tools/tts.md | main | opebclaw | [
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"en-US-JennyNeural", lang: "en-US", outputFormat: "audio-24khz-48kbitrate-mono-mp3", voiceNoteOutputFormat: "ogg-24khz-16bit-mono-opus", }, }, }, }, } ``` ```json5 { messages: { tts: { auto: "always", provider: "elevenlabs", providers: { elevenlabs: { apiKey: "${ELEVENLABS\_API\_KEY}", model: "eleven\_multilingual\_v2"... | https://github.com/openclaw/openclaw/blob/main/docs/tools/tts.md | main | opebclaw | [
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when the channel supports `channels..tts` 4. account override, when the channel passes `channels..accounts..tts` 5. local `/tts` preferences for this host 6. inline `[[tts:...]]` directives when [model overrides](#model-driven-directives) are enabled Channel and account overrides use the same shape as `messages.tts` an... | https://github.com/openclaw/openclaw/blob/main/docs/tools/tts.md | main | opebclaw | [
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attempted provider: | Policy | Behavior | | ------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------ | | `preserve-persona` | \*\*Default.\*\* Provider-neutral prompt fields stay available; the provider may use... | https://github.com/openclaw/openclaw/blob/main/docs/tools/tts.md | main | opebclaw | [
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and per-attempt detail (`provider:outcome(reasonCode) latency`). - `/status` shows the active TTS mode plus configured provider, model, voice, and sanitized custom endpoint metadata when TTS is enabled. ## Per-user preferences Slash commands write local overrides to `prefsPath`. The default is `~/.openclaw/settings/tts... | https://github.com/openclaw/openclaw/blob/main/docs/tools/tts.md | main | opebclaw | [
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- Skips TTS if the reply already contains structured media. - Skips very short replies (under 10 chars). - Summarizes long replies when summaries are enabled, using `summaryModel` (or `agents.defaults.model.primary`). - Attaches the generated audio to the reply. - In `mode: "final"`, still sends audio-only TTS for stre... | https://github.com/openclaw/openclaw/blob/main/docs/tools/tts.md | main | opebclaw | [
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`true`; `allowProvider` defaults to `false`. Provider-owned settings keyed by speech provider id. Legacy direct blocks (`messages.tts.openai`, `.elevenlabs`, `.microsoft`, `.edge`) are rewritten by `openclaw doctor --fix`; commit only `messages.tts.providers.`. Hard cap for TTS input characters. `/tts audio` fails if e... | https://github.com/openclaw/openclaw/blob/main/docs/tools/tts.md | main | opebclaw | [
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`aGjiRDfUWi`. Env: `VOLCENGINE\_TTS\_APP\_KEY`. Override the Seed Speech TTS HTTP endpoint. Env: `VOLCENGINE\_TTS\_BASE\_URL`. Voice type. Default `en\_female\_anna\_mars\_bigtts`. Env: `VOLCENGINE\_TTS\_VOICE`. Legacy alias: `voice`. Provider-native speed ratio. Provider-native emotion tag. Legacy Volcengine Speech Co... | https://github.com/openclaw/openclaw/blob/main/docs/tools/tts.md | main | opebclaw | [
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`diffs` is an optional plugin tool with short built-in system guidance and a companion skill that turns change content into a read-only diff artifact for agents. It accepts either: - `before` and `after` text - a unified `patch` It can return: - a gateway viewer URL for canvas presentation - a rendered file path (PNG o... | https://github.com/openclaw/openclaw/blob/main/docs/tools/diffs.md | main | opebclaw | [
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files and 120000 total lines. - `patch` and `before` or `after` together are rejected. - Rendered file safety limits (apply to PNG and PDF): - `fileQuality: "standard"`: max 8 MP (8,000,000 rendered pixels). - `fileQuality: "hq"`: max 14 MP (14,000,000 rendered pixels). - `fileQuality: "print"`: max 24 MP (24,000,000 r... | https://github.com/openclaw/openclaw/blob/main/docs/tools/diffs.md | main | opebclaw | [
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- `background` - `theme` - `fileFormat` - `fileQuality` - `fileScale` - `fileMaxWidth` - `mode` - `ttlSeconds` Explicit tool parameters override these defaults. ### Persistent viewer URL config Plugin-owned fallback for returned viewer links when a tool call does not pass `baseUrl`. Must be `http` or `https`, no query/... | https://github.com/openclaw/openclaw/blob/main/docs/tools/diffs.md | main | opebclaw | [
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- pass `baseUrl` per tool call, or - use `gateway.bind=custom` and `gateway.customBindHost` - If `gateway.trustedProxies` includes loopback for a same-host proxy (for example Tailscale Serve), raw loopback viewer requests without forwarded client-IP headers fail closed by design. - For that proxy topology: - prefer `mo... | https://github.com/openclaw/openclaw/blob/main/docs/tools/diffs.md | main | opebclaw | [
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When an agent runs inside a sandbox, its `exec` commands are confined to the sandbox environment. \*\*Elevated mode\*\* lets the agent break out and run commands outside the sandbox instead, with configurable approval gates. Elevated mode only changes behavior when the agent is \*\*sandboxed\*\*. For unsandboxed agents... | https://github.com/openclaw/openclaw/blob/main/docs/tools/elevated.md | main | opebclaw | [
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OpenClaw supports Brave Search API as a `web\_search` provider. ## Get an API key 1. Create a Brave Search API account at [https://brave.com/search/api/](https://brave.com/search/api/) 2. In the dashboard, choose the \*\*Search\*\* plan and generate an API key. 3. Store the key in config or set `BRAVE\_API\_KEY` in the... | https://github.com/openclaw/openclaw/blob/main/docs/tools/brave-search.md | main | opebclaw | [
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- [Web Search overview](/tools/web) -- all providers and auto-detection - [Perplexity Search](/tools/perplexity-search) -- structured results with domain filtering - [Exa Search](/tools/exa-search) -- neural search with content extraction | https://github.com/openclaw/openclaw/blob/main/docs/tools/brave-search.md | main | opebclaw | [
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OpenClaw generates images, videos, and music, understands inbound media (images, audio, video), and speaks replies aloud with text-to-speech. All media capabilities are tool-driven: the agent decides when to use them based on the conversation, and each tool only appears when at least one backing provider is configured.... | https://github.com/openclaw/openclaw/blob/main/docs/tools/media-overview.md | main | opebclaw | [
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etc.) can also understand inbound media when configured as the active reply model. ## Async vs synchronous | Capability | Mode | Why | | -------------- | ------------ | ---------------------------------------------------------------------------------------------------- | | Image | Asynchronous | Provider processing can... | https://github.com/openclaw/openclaw/blob/main/docs/tools/media-overview.md | main | opebclaw | [
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OpenClaw supports Perplexity Search API as a `web\_search` provider. It returns structured results with `title`, `url`, and `snippet` fields. For compatibility, OpenClaw also supports legacy Perplexity Sonar/OpenRouter setups. If you use `OPENROUTER\_API\_KEY`, an `sk-or-...` key in `plugins.entries.perplexity.config.w... | https://github.com/openclaw/openclaw/blob/main/docs/tools/perplexity-search.md | main | opebclaw | [
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completions for compatibility - Sonar/OpenRouter compatibility returns one synthesized answer with citations, not structured result rows - Results are cached for 15 minutes by default (configurable via `cacheTtlMinutes`) ## Related All providers and auto-detection rules. Structured results with country and language fil... | https://github.com/openclaw/openclaw/blob/main/docs/tools/perplexity-search.md | main | opebclaw | [
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For setup, configuration, and troubleshooting, see [Browser](/tools/browser). This page is the reference for the local control HTTP API, the `openclaw browser` CLI, and scripting patterns (snapshots, refs, waits, debug flows). ## Control API (optional) For local integrations only, the Gateway exposes a small loopback H... | https://github.com/openclaw/openclaw/blob/main/docs/tools/browser-control.md | main | opebclaw | [
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packaged Gateway is missing the core browser runtime dependency. Reinstall or update OpenClaw, then restart the gateway. For Docker, also install the Chromium browser binaries as shown below. #### Docker Playwright install If your Gateway runs in Docker, avoid `npx playwright` (npm override conflicts). For custom image... | https://github.com/openclaw/openclaw/blob/main/docs/tools/browser-control.md | main | opebclaw | [
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en-US openclaw browser set device "iPhone 14" ``` Notes: - `upload` and `dialog` are \*\*arming\*\* calls; run them before the click/press that triggers the chooser/dialog. If an action opens a modal, the action response includes `blockedByDialog` and `browserState.dialogs.pending`; pass that `dialogId` to respond dire... | https://github.com/openclaw/openclaw/blob/main/docs/tools/browser-control.md | main | opebclaw | [
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- Refs are \*\*not stable across navigations\*\*; if something fails, re-run `snapshot` and use a fresh ref. - `/act` returns the current raw `targetId` after action-triggered replacement when it can prove the replacement tab. Keep using stable tab ids/labels for follow-up commands. - If the role snapshot was taken wit... | https://github.com/openclaw/openclaw/blob/main/docs/tools/browser-control.md | main | opebclaw | [
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security - [Browser login](/tools/browser-login) - signing in to sites - [Browser Linux troubleshooting](/tools/browser-linux-troubleshooting) - [Browser WSL2 troubleshooting](/tools/browser-wsl2-windows-remote-cdp-troubleshooting) | https://github.com/openclaw/openclaw/blob/main/docs/tools/browser-control.md | main | opebclaw | [
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Run shell commands in the workspace. `exec` is a mutating shell surface: commands can create, edit, or delete files wherever the selected host or sandbox filesystem permits. Disabling OpenClaw filesystem tools such as `write`, `edit`, or `apply\_patch` does not make `exec` read-only. Supports foreground + background ex... | https://github.com/openclaw/openclaw/blob/main/docs/tools/exec.md | main | opebclaw | [
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Windows hosts, exec prefers PowerShell 7 (`pwsh`) discovery (Program Files, ProgramW6432, then PATH), then falls back to Windows PowerShell 5.1. - On non-Windows gateway hosts, bash and zsh exec commands use a startup snapshot. OpenClaw captures sourceable aliases/functions and a small safe environment set from shell s... | https://github.com/openclaw/openclaw/blob/main/docs/tools/exec.md | main | opebclaw | [
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inline-eval forms do not become durable allow rules. - `tools.exec.commandHighlighting` (default: false): when true, approval prompts can highlight parser-derived command spans in the command text. Set to `true` globally or per agent to enable command text highlighting without changing exec approval policy. - `tools.ex... | https://github.com/openclaw/openclaw/blob/main/docs/tools/exec.md | main | opebclaw | [
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matches resolved binary path globs and bare command-name globs. Bare names match only commands invoked through PATH, so `rg` can match `/opt/homebrew/bin/rg` when the command is `rg`, but not `./rg` or `/tmp/rg`. When `security=allowlist`, shell commands are auto-allowed only if every pipeline segment is allowlisted or... | https://github.com/openclaw/openclaw/blob/main/docs/tools/exec.md | main | opebclaw | [
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Each agent in a multi-agent setup can override the global sandbox and tool policy. This page covers per-agent configuration, precedence rules, and examples. Backends and modes β full sandbox reference. Debug "why is this blocked?" Elevated exec for trusted senders. Auth is scoped by agent: each agent has its own `agent... | https://github.com/openclaw/openclaw/blob/main/docs/tools/multi-agent-sandbox-tools.md | main | opebclaw | [
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`group:\*` shorthands that expand to multiple tools. See [Tool groups](/gateway/sandbox-vs-tool-policy-vs-elevated#tool-groups-shorthands) for the full list. Per-agent elevated overrides (`agents.list[].tools.elevated`) can further restrict elevated exec for specific agents. See [Elevated mode](/tools/elevated) for det... | https://github.com/openclaw/openclaw/blob/main/docs/tools/multi-agent-sandbox-tools.md | main | opebclaw | [
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OpenClaw supports [Exa AI](https://exa.ai/) as a `web\_search` provider. Exa offers neural, keyword, and hybrid search modes with built-in content extraction (highlights, text, summaries). ## Get an API key Sign up at [exa.ai](https://exa.ai/) and generate an API key from your dashboard. Set `EXA\_API\_KEY` in the Gate... | https://github.com/openclaw/openclaw/blob/main/docs/tools/exa-search.md | main | opebclaw | [
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The agent can add and remove emoji reactions on messages using the `message` tool with the `react` action. Reaction behavior varies by channel and transport. ## How it works ```json { "action": "react", "messageId": "msg-123", "emoji": "thumbsup" } ``` - `emoji` is required when adding a reaction. - Set `emoji` to an e... | https://github.com/openclaw/openclaw/blob/main/docs/tools/reactions.md | main | opebclaw | [
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Skills teach the agent how and when to use tools. Each skill is a directory containing a `SKILL.md` file with YAML frontmatter and markdown instructions. OpenClaw loads skills from several roots in a defined [precedence order](/tools/skills#loading-order). ## Create your first skill Skills live in your workspace `skill... | https://github.com/openclaw/openclaw/blob/main/docs/tools/creating-skills.md | main | opebclaw | [
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`PATH` | | `requires.env` | Each env var must exist in the process or config | | `requires.config` | Each `openclaw.json` path must be truthy | | `os` | Platform filter: `["darwin"]`, `["linux"]`, `["win32"]` | | `always` | Set `true` to skip all gates and always include the skill | Full reference: [Skills β Gating](/t... | https://github.com/openclaw/openclaw/blob/main/docs/tools/creating-skills.md | main | opebclaw | [
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OpenClaw has two cooperating guardrails for repetitive tool-call patterns: 1. \*\*Loop detection\*\* (`tools.loopDetection.enabled`) β disabled by default. Watches the rolling tool-call history for repeated patterns and unknown-tool retries. 2. \*\*Post-compaction guard\*\* (`tools.loopDetection.postCompactionGuard`) β... | https://github.com/openclaw/openclaw/blob/main/docs/tools/loop-detection.md | main | opebclaw | [
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`tools.loopDetection.enabled: false` explicitly. ## Post-compaction guard When the runner completes a compaction-retry after a context-overflow, it arms a short-window guard that watches the next few tool calls. If the agent emits the same `(toolName, argsHash, resultHash)` triple multiple times within the window, the ... | https://github.com/openclaw/openclaw/blob/main/docs/tools/loop-detection.md | main | opebclaw | [
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OpenClaw supports [SearXNG](https://docs.searxng.org/) as a \*\*self-hosted, key-free\*\* `web\_search` provider. SearXNG is an open-source meta-search engine that aggregates results from Google, Bing, DuckDuckGo, and other sources. Advantages: - \*\*Free and unlimited\*\* -- no API key or commercial subscription requi... | https://github.com/openclaw/openclaw/blob/main/docs/tools/searxng-search.md | main | opebclaw | [
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Two paths: - \*\*Easy path\*\* if `openclaw` is still installed. - \*\*Manual service removal\*\* if the CLI is gone but the service is still running. ## Easy path (CLI still installed) Recommended: use the built-in uninstaller: ```bash openclaw uninstall ``` When using the CLI, state removal preserves configured works... | https://github.com/openclaw/openclaw/blob/main/docs/install/uninstall.md | main | opebclaw | [
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A minimal starting point for running OpenClaw on Kubernetes β not a production-ready deployment. It covers the core resources and is meant to be adapted to your environment. ## Why not Helm? OpenClaw is a single container with some config files. The interesting customization is in agent content (markdown files, skills,... | https://github.com/openclaw/openclaw/blob/main/docs/install/kubernetes.md | main | opebclaw | [
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that matches your deployment model - Keep gateway auth enabled and use a proper TLS-terminated entrypoint - Configure the Control UI for remote access using the supported web security model (for example HTTPS/Tailscale Serve and explicit allowed origins when needed) ## Re-deploy ```bash ./scripts/k8s/deploy.sh ``` This... | https://github.com/openclaw/openclaw/blob/main/docs/install/kubernetes.md | main | opebclaw | [
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\*\*Goal:\*\* OpenClaw Gateway running on a [Fly.io](https://fly.io) machine with persistent storage, automatic HTTPS, and Discord/channel access. ## What you need - [flyctl CLI](https://fly.io/docs/hands-on/install-flyctl/) installed - Fly.io account (free tier works) - Model auth: API key for your chosen model provid... | https://github.com/openclaw/openclaw/blob/main/docs/install/fly.md | main | opebclaw | [
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true } ] }, "auth": { "profiles": { "anthropic:default": { "mode": "token", "provider": "anthropic" }, "openai:default": { "mode": "token", "provider": "openai" } } }, "bindings": [ { "agentId": "main", "match": { "channel": "discord" } } ], "channels": { "discord": { "enabled": true, "groupPolicy": "allowlist", "guild... | https://github.com/openclaw/openclaw/blob/main/docs/install/fly.md | main | opebclaw | [
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dir is writing to the container filesystem. \*\*Fix:\*\* Ensure `OPENCLAW\_STATE\_DIR=/data` is set in `fly.toml` and redeploy. ## Updates ```bash # Pull latest changes git pull # Redeploy fly deploy # Check health fly status fly logs ``` ### Updating machine command If you need to change the startup command without a ... | https://github.com/openclaw/openclaw/blob/main/docs/install/fly.md | main | opebclaw | [
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| Browser | Proxy/VPN | | Webhook delivery | Direct | Via tunnel | ## Notes - Fly.io uses \*\*x86 architecture\*\* (not ARM) - The Dockerfile is compatible with both architectures - For WhatsApp/Telegram onboarding, use `fly ssh console` - Persistent data lives on the volume at `/data` - Signal requires Java + signal-c... | https://github.com/openclaw/openclaw/blob/main/docs/install/fly.md | main | opebclaw | [
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Bun is \*\*not recommended for gateway runtime\*\* (known issues with WhatsApp and Telegram). Use Node for production. Bun is an optional local runtime for running TypeScript directly (`bun run ...`, `bun --watch ...`). The default package manager remains `pnpm`, which is fully supported and used by docs tooling. Bun c... | https://github.com/openclaw/openclaw/blob/main/docs/install/bun.md | main | opebclaw | [
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OpenClaw ships three installer scripts, served from `openclaw.ai`. | Script | Platform | What it does | | ---------------------------------- | -------------------- | -------------------------------------------------------------------------------------------------------------- | | [`install.sh`](#installsh) | macOS / Li... | https://github.com/openclaw/openclaw/blob/main/docs/install/installer.md | main | opebclaw | [
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| | `--no-git-update` | Skip `git pull` for existing checkout | | `--no-prompt` | Disable prompts | | `--no-onboard` | Skip onboarding | | `--onboard` | Enable onboarding | | `--dry-run` | Print actions without applying changes | | `--verbose` | Enable debug output (`set -x`, npm notice-level logs) | | `--help` | Show ... | https://github.com/openclaw/openclaw/blob/main/docs/install/installer.md | main | opebclaw | [
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| | `OPENCLAW\_VERSION=` | OpenClaw version or dist-tag | | `OPENCLAW\_NODE\_VERSION=` | Node version | | `OPENCLAW\_HOME=` | Base directory for OpenClaw state and default git/onboarding paths | | `OPENCLAW\_GIT\_DIR=` | Git checkout directory for git installs | | `OPENCLAW\_GIT\_UPDATE=0\|1` | Toggle git updates for e... | https://github.com/openclaw/openclaw/blob/main/docs/install/installer.md | main | opebclaw | [
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Rerun the installer so it can bootstrap user-local MinGit, or install Git for Windows and reopen PowerShell. Run `npm config get prefix` and add that directory to your user PATH (no `\bin` suffix needed on Windows), then reopen PowerShell. `install.ps1` does not currently expose a `-Verbose` switch. Use PowerShell trac... | https://github.com/openclaw/openclaw/blob/main/docs/install/installer.md | main | opebclaw | [
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Run a persistent OpenClaw Gateway on Upstash Box, a managed Linux environment with keep-alive lifecycle support. Use an SSH tunnel for dashboard access. Do not expose the Gateway port directly to the public internet. ## Prerequisites - Upstash account - Keep-alive Upstash Box - SSH client on your local machine ## Creat... | https://github.com/openclaw/openclaw/blob/main/docs/install/upstash.md | main | opebclaw | [
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OpenClaw imports Hermes state through a bundled migration provider. The provider previews everything before changing state, redacts secrets in plans and reports, and creates a verified backup before apply. Imports require a fresh OpenClaw setup. If you already have local OpenClaw state, reset config, credentials, sessi... | https://github.com/openclaw/openclaw/blob/main/docs/install/migrating-hermes.md | main | opebclaw | [
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0.002935726661235094,
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0.05793447047472,
-0.0... | 0.021762 |
They typically appear when you re-run the import on a setup that already has user edits. If a conflict surfaces mid-apply (for example, an unexpected race on a config file), Hermes marks remaining dependent config items as `skipped` with reason `blocked by earlier apply conflict` instead of writing them partially. The ... | https://github.com/openclaw/openclaw/blob/main/docs/install/migrating-hermes.md | main | opebclaw | [
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-0.... | 0.009455 |
ClawDock is a small shell-helper layer for Docker-based OpenClaw installs. It gives you short commands like `clawdock-start`, `clawdock-dashboard`, and `clawdock-fix-token` instead of longer `docker compose ...` invocations. If you have not set up Docker yet, start with [Docker](/install/docker). ## Install Use the can... | https://github.com/openclaw/openclaw/blob/main/docs/install/clawdock.md | main | opebclaw | [
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0.0577991... | -0.040401 |
Run a persistent OpenClaw Gateway on Oracle Cloud's \*\*Always Free\*\* ARM tier (up to 4 OCPU, 24 GB RAM, 200 GB storage) at no cost. ## Prerequisites - Oracle Cloud account ([signup](https://www.oracle.com/cloud/free/)) -- see [community signup guide](https://gist.github.com/rssnyder/51e3cfedd730e7dd5f4a816143b25dbd)... | https://github.com/openclaw/openclaw/blob/main/docs/install/oracle.md | main | opebclaw | [
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0.002146578161045909... | -0.029667 |
| Tailscale SSH does not use sshd. | | Disable root login | No | Tailscale authenticates by tailnet identity, not system users. | | SSH key-only auth | No | Same β tailnet identity replaces system SSH keys. | | IPv6 hardening | Usually not | Depends on VCN/subnet settings; verify what is actually assigned/exposed. | St... | https://github.com/openclaw/openclaw/blob/main/docs/install/oracle.md | main | opebclaw | [
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0.0... | 0.014916 |
OpenClaw requires \*\*Node 22.19 or newer\*\*. \*\*Node 24 is the default and recommended runtime\*\* for installs, CI, and release workflows. Node 22 remains supported via the active LTS line. The [installer script](/install#alternative-install-methods) will detect and install Node automatically - this page is for whe... | https://github.com/openclaw/openclaw/blob/main/docs/install/node.md | main | opebclaw | [
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0... | -0.028229 |
Keep OpenClaw up to date. ## Recommended: `openclaw update` The fastest way to update. It detects your install type (npm or git), fetches the latest version, runs `openclaw doctor`, and restarts the gateway. ```bash openclaw update ``` To switch channels or target a specific version: ```bash openclaw update --channel b... | https://github.com/openclaw/openclaw/blob/main/docs/install/updating.md | main | opebclaw | [
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0.002... | 0.032732 |
Gateway service. If you update manually on a supervised install, stop the managed Gateway before the package manager starts. Package managers replace files in place, and a running Gateway can otherwise try to load core or plugin files while the package tree is temporarily half-swapped. Restart the Gateway after the pac... | https://github.com/openclaw/openclaw/blob/main/docs/install/updating.md | main | opebclaw | [
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0.01065... | 0.042834 |
in the gateway environment to block automatic applies even when `update.auto.enabled` is configured. Startup update hints can still run unless `update.checkOnStart` is also disabled. Package-manager updates requested through the live Gateway control-plane handler do not replace the package tree inside the running Gatew... | https://github.com/openclaw/openclaw/blob/main/docs/install/updating.md | main | opebclaw | [
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0.03309... | 0.029505 |
Run a persistent OpenClaw Gateway on a GCP Compute Engine VM using Docker, with durable state, baked-in binaries, and safe restart behavior. If you want "OpenClaw 24/7 for ~$5-12/mo", this is a reliable setup on Google Cloud. Pricing varies by machine type and region; pick the smallest VM that fits your workload and sc... | https://github.com/openclaw/openclaw/blob/main/docs/install/gcp.md | main | opebclaw | [
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-... | -0.031671 |
refused, wait and retry. ```bash sudo apt-get update sudo apt-get install -y git curl ca-certificates curl -fsSL https://get.docker.com | sudo sh sudo usermod -aG docker $USER ``` Log out and back in for the group change to take effect: ```bash exit ``` Then SSH back in: ```bash gcloud compute ssh openclaw-gateway --zo... | https://github.com/openclaw/openclaw/blob/main/docs/install/gcp.md | main | opebclaw | [
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0.03126294... | -0.023964 |
``` Ensure your account has the required IAM permissions (Compute OS Login or Compute OS Admin Login). \*\*Out of memory (OOM)\*\* If Docker build fails with `Killed` and `exit code 137`, the VM was OOM-killed. Upgrade to e2-small (minimum) or e2-medium (recommended for reliable local builds): ```bash # Stop the VM fir... | https://github.com/openclaw/openclaw/blob/main/docs/install/gcp.md | main | opebclaw | [
0.029022516682744026,
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0.04620012268424034,
-0... | -0.038744 |
OpenClaw imports local Claude state through the bundled Claude migration provider. The provider previews every item before changing state, redacts secrets in plans and reports, and creates a verified backup before apply. Onboarding imports require a fresh OpenClaw setup. If you already have local OpenClaw state, reset ... | https://github.com/openclaw/openclaw/blob/main/docs/install/migrating-claude.md | main | opebclaw | [
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the plan and does not mutate state. This is the safest mode for CI and shared scripts. ## Troubleshooting Pass `--from /actual/path` (CLI) or `--import-source /actual/path` (onboarding). Onboarding imports require a fresh setup. Either reset state and re-onboard, or use `openclaw migrate apply claude` directly, which s... | https://github.com/openclaw/openclaw/blob/main/docs/install/migrating-claude.md | main | opebclaw | [
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0.0... | 0.005303 |
Install OpenClaw declaratively with \*\*[nix-openclaw](https://github.com/openclaw/nix-openclaw)\*\* - the first-party, batteries-included Home Manager module. The [nix-openclaw](https://github.com/openclaw/nix-openclaw) repo is the source of truth for Nix installation. This page is a quick overview. ## What you get - ... | https://github.com/openclaw/openclaw/blob/main/docs/install/nix.md | main | opebclaw | [
0.010311240330338478,
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0.01935577392578125,
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0.0412... | 0.115629 |
Shared runtime steps for VM-based Docker installs such as GCP, Hetzner, and similar VPS providers. ## Bake required binaries into the image Installing binaries inside a running container is a trap. Anything installed at runtime will be lost on restart. All external binaries required by skills must be installed at image... | https://github.com/openclaw/openclaw/blob/main/docs/install/docker-vm-runtime.md | main | opebclaw | [
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... | -0.037579 |
package roots | | External binaries | `/usr/local/bin/` | Docker image | Must be baked at build time | | Node runtime | Container filesystem | Docker image | Rebuilt every image build | | OS packages | Container filesystem | Docker image | Do not install at runtime | | Docker container | Ephemeral | Restartable | Safe ... | https://github.com/openclaw/openclaw/blob/main/docs/install/docker-vm-runtime.md | main | opebclaw | [
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-0.037028301... | 0.031456 |
Run a persistent, always-on OpenClaw Gateway on a Raspberry Pi. Since the Pi is just the gateway (models run in the cloud via API), even a modest Pi handles the workload well β typical hardware cost is \*\*$35β80 one-time\*\*, no monthly fees. ## Hardware compatibility | Pi model | RAM | Works? | Notes | | ----------- ... | https://github.com/openclaw/openclaw/blob/main/docs/install/raspberry-pi.md | main | opebclaw | [
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-0.079... | 0.019517 |
process handoffs and keeps PID tracking simple on small hosts. \*\*Reduce memory usage\*\* -- For headless setups, free GPU memory and disable unused services: ```bash echo 'gpu\_mem=16' | sudo tee -a /boot/config.txt sudo systemctl disable bluetooth ``` \*\*systemd drop-in for stable restarts\*\* -- If this Pi is most... | https://github.com/openclaw/openclaw/blob/main/docs/install/raspberry-pi.md | main | opebclaw | [
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-0.0268... | 0.079044 |
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