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can bind a Discord thread to a subagent or session target so follow-up messages in that thread stay on that bound session. Basic flow: - Spawn with `sessions\_spawn` using `thread: true` (and optionally `mode: "session"` for persistent follow-up). - Or manually bind with `/focus `. - Use `/agents` to inspect binding st... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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forever. Debug: ```bash openclaw cron runs --id --limit 50 openclaw tasks show ``` Docs: [Cron jobs](/automation/cron-jobs), [cron CLI](/cli/cron). Use native `openclaw skills` commands or drop skills into your workspace. The macOS Skills UI isn't available on Linux. Browse skills at [https://clawhub.ai](https://clawhu... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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a feature request or build a skill targeting those APIs. Install skills: ```bash openclaw skills install openclaw skills update --all ``` Native installs land in the active workspace `skills/` directory. For shared skills across all local agents, use `openclaw skills install --global` (or place them manually in `~/.ope... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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store memories; it will know what to do. If it keeps forgetting, verify the Gateway is using the same workspace on every run. Docs: [Memory](/concepts/memory), [Agent workspace](/concepts/agent-workspace). Memory files live on disk and persist until you delete them. The limit is your storage, not the model. The \*\*ses... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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your local laptop). Tip: if you want a durable behavior or preference, ask the bot to \*\*write it into AGENTS.md or MEMORY.md\*\* rather than relying on chat history. See [Agent workspace](/concepts/agent-workspace) and [Memory](/concepts/memory). Yes. `SOUL.md` is one of the workspace bootstrap files injected into th... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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if no explicit auth path is configured, gateway startup resolves to token mode and generates a runtime-only token for that startup, so \*\*local WS clients must authenticate\*\*. Configure `gateway.auth.token`, `gateway.auth.password`, `OPENCLAW\_GATEWAY\_TOKEN`, or `OPENCLAW\_GATEWAY\_PASSWORD` explicitly when clients... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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write rejected:`, or `config reload skipped (invalid config)`. - Inspect the newest `openclaw.json.clobbered.\*` or `openclaw.json.rejected.\*` beside the active config. - Run `openclaw config validate` and `openclaw doctor --fix`. - Copy only the intended keys back with `openclaw config set` or `config.patch`. - If yo... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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connect over the Gateway WebSocket. Security reminder: pairing a macOS node allows `system.run` on that machine. Only pair devices you trust, and review [Security](/gateway/security). Docs: [Nodes](/nodes), [Gateway protocol](/gateway/protocol), [macOS remote mode](/platforms/mac/remote), [Security](/gateway/security).... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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immediate child summaries before writing - `config.get`: fetch the current snapshot + hash - `config.patch`: safe partial update (preferred for most RPC edits); hot-reloads when possible and restarts when required - `config.apply`: validate + replace the full config; hot-reloads when possible and restarts when required... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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If the Gateway runs as a service (launchd/systemd), it won't inherit your shell environment. Fix by doing one of these: 1. Put the token in `~/.openclaw/.env`: ``` COPILOT\_GITHUB\_TOKEN=... ``` 2. Or enable shell import (`env.shellEnv.enabled: true`). 3. Or add it to your config `env` block (applies only if missing). ... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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lines and markdown headers like `# Heading`), OpenClaw skips the heartbeat run to save API calls. If the file is missing, the heartbeat still runs and the model decides what to do. Per-agent overrides use `agents.list[].heartbeat`. Docs: [Heartbeat](/gateway/heartbeat). No. OpenClaw runs on \*\*your own account\*\*, so... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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listener immediately on startup (default `ws://127.0.0.1:18789`). If the bind fails with `EADDRINUSE`, it throws `GatewayLockError` indicating another instance is already listening. Fix: stop the other instance, free the port, or run with `openclaw gateway --port `. Set `gateway.mode: "remote"` and point to a remote We... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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you must isolate: - `OPENCLAW\_CONFIG\_PATH` (per-instance config) - `OPENCLAW\_STATE\_DIR` (per-instance state) - `agents.defaults.workspace` (workspace isolation) - `gateway.port` (unique ports) Quick setup (recommended): - Use `openclaw --profile ...` per instance (auto-creates `~/.openclaw-`). - Set a unique `gatew... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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menu has too many entries. OpenClaw already trims to the Telegram limit and retries with fewer commands, but some menu entries still need to be dropped. Reduce plugin/skill/custom commands, or disable `channels.telegram.commands.native` if you do not need the menu. - `TypeError: fetch failed`, `Network request for 'set... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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to hijack the model. This can happen even if \*\*you are the only sender\*\*. The biggest risk is when tools are enabled: the model can be tricked into exfiltrating context or calling tools on your behalf. Reduce the blast radius by: - using a read-only or tool-disabled "reader" agent to summarize untrusted content - k... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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isolated. See [Security](/gateway/security). Yes, \*\*if\*\* the agent is chat-only and the input is trusted. Smaller tiers are more susceptible to instruction hijacking, so avoid them for tool-enabled agents or when reading untrusted content. If you must use a smaller model, lock down tools and run inside a sandbox. S... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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authentication, but the actual default model is whatever you configure in `agents.defaults.model.primary` (for example, `anthropic/claude-sonnet-4-6` or `anthropic/claude-opus-4-6`). If you see `No credentials found for profile "anthropic:default"`, it means the Gateway couldn't find Anthropic credentials in the expect... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq.md | main | opebclaw | [
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The `scripts/` directory contains helper scripts for local workflows and ops tasks. Use these when a task is clearly tied to a script; otherwise prefer the CLI. ## Conventions - Scripts are \*\*optional\*\* unless referenced in docs or release checklists. - Prefer CLI surfaces when they exist (example: auth monitoring ... | https://github.com/openclaw/openclaw/blob/main/docs/help/scripts.md | main | opebclaw | [
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OpenClaw has three Vitest suites (unit/integration, e2e, live) and a small set of Docker runners. This doc is a "how we test" guide: - What each suite covers (and what it deliberately does \_not\_ cover). - Which commands to run for common workflows (local, pre-push, debugging). - How live tests discover credentials an... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing.md | main | opebclaw | [
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`OPENCLAW\_LIVE\_CODEX\_HARNESS\_SUBAGENT\_ONLY=0` is set. - Codex on-demand install smoke: `pnpm test:docker:codex-on-demand` - Installs the packaged OpenClaw tarball in Docker, runs OpenAI API-key onboarding, and verifies the Codex plugin plus `@openai/codex` dependency were downloaded into the managed npm project ro... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing.md | main | opebclaw | [
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Use `--allow-failures` when you want artifacts without a failing exit code. - Supports provider modes `live-frontier`, `mock-openai`, and `aimock`. `aimock` starts a local AIMock-backed provider server for experimental fixture and protocol-mock coverage without replacing the scenario-aware `mock-openai` lane. - `pnpm o... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing.md | main | opebclaw | [
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package under test. - Defaults to `OPENCLAW\_NPM\_TELEGRAM\_PACKAGE\_SPEC=openclaw@beta`; set `OPENCLAW\_NPM\_TELEGRAM\_PACKAGE\_TGZ=/path/to/openclaw-current.tgz` or `OPENCLAW\_CURRENT\_PACKAGE\_TGZ` to test a resolved local tarball instead of installing from the registry. - Uses the same Telegram env credentials or C... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing.md | main | opebclaw | [
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timeout so Parallels transport stalls cannot consume the rest of the testing window: ```bash timeout --foreground 150m pnpm test:parallels:npm-update -- --json timeout --foreground 90m pnpm test:parallels:npm-update -- --platform windows --json ``` - The script writes nested lane logs under `/tmp/openclaw-parallels-npm... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing.md | main | opebclaw | [
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the native GIFs are useful, writes a paired `motionPreview` manifest, and posts the same 2-column GIF table through the Mantis GitHub App when `pr\_number` is set. - `pnpm openclaw qa mantis telegram-desktop-builder` - Leases or reuses a Crabbox Linux desktop, installs native Telegram Desktop, configures OpenClaw with ... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing.md | main | opebclaw | [
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status: "error", code: "LEASE\_ACTIVE", ... }` - `POST /admin/list` (maintainer secret only) - Request: `{ kind?, status?, includePayload?, limit? }` - Success: `{ status: "ok", credentials, count }` Payload shape for Telegram kind: - `{ groupId: string, driverToken: string, sutToken: string }` - `groupId` must be a nu... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing.md | main | opebclaw | [
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tax. - `pnpm test:changed` expands changed git paths into cheap scoped lanes by default: direct test edits, sibling `\*.test.ts` files, explicit source mappings, and local import-graph dependents. Config/setup/package edits do not broad-run tests unless you explicitly use `OPENCLAW\_TEST\_CHANGED\_BROAD=1 pnpm test:cha... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing.md | main | opebclaw | [
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the agent decides a harness, config, package, or contract edit really needs broader Vitest coverage. - `pnpm test:max` and `pnpm test:changed:max` keep the same routing behavior, just with a higher worker cap. - Local worker auto-scaling is intentionally conservative and backs off when the host load average is already ... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing.md | main | opebclaw | [
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the Vite Control UI - Drives a real Chromium page through Playwright - Replaces the Gateway WebSocket with deterministic in-browser mocks - Expectations: - Runs in CI as part of `pnpm test:e2e` - No real Gateway, agents, or provider keys required - Browser dependency must be present (`pnpm --dir ui exec playwright inst... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing.md | main | opebclaw | [
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runners: `test:docker:live-models` and `test:docker:live-gateway` run only their matching profile-key live file inside the repo Docker image (`src/agents/models.profiles.live.test.ts` and `src/gateway/gateway-models.profiles.live.test.ts`), mounting your local config dir, workspace, and optional profile env file. The m... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing.md | main | opebclaw | [
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integration paths. - Docker/Bash E2E lanes that install the packed OpenClaw tarball through `scripts/lib/openclaw-e2e-instance.sh` cap `npm install` at `OPENCLAW\_E2E\_NPM\_INSTALL\_TIMEOUT` (default `600s`; set `0` to disable the wrapper for debugging). The live-model Docker runners also bind-mount only the needed CLI... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing.md | main | opebclaw | [
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upgrade survivor smoke: `pnpm test:docker:published-upgrade-survivor` installs `openclaw@latest` by default, seeds realistic existing-user files, configures that baseline with a baked command recipe, validates the resulting config, updates that published install to the candidate tarball, runs non-interactive doctor, wr... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing.md | main | opebclaw | [
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the ClawHub block, or override the default kitchen-sink package/runtime pair with `OPENCLAW\_PLUGINS\_E2E\_CLAWHUB\_SPEC` and `OPENCLAW\_PLUGINS\_E2E\_CLAWHUB\_ID`. Without `OPENCLAW\_CLAWHUB\_URL`/`CLAWHUB\_URL`, the test uses a hermetic local ClawHub fixture server. - Plugin update unchanged smoke: `pnpm test:docker:... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing.md | main | opebclaw | [
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live model key. It builds the repo Docker image, starts a real stdio MCP probe server inside the container, materializes that server through the embedded OpenClaw bundle MCP runtime, executes the tool, then verifies `coding` and `messaging` keep `bundle-mcp` tools while `minimal` and `tools.deny: ["bundle-mcp"]` filter... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing.md | main | opebclaw | [
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is in place. ## Contract tests (plugin and channel shape) Contract tests verify that every registered plugin and channel conforms to its interface contract. They iterate over all discovered plugins and run a suite of shape and behavior assertions. The default `pnpm test` unit lane intentionally skips these shared seam ... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing.md | main | opebclaw | [
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Model- and auth-profile Q&A. For setup, sessions, gateway, channels, and troubleshooting, see the main [FAQ](/help/faq). ## Models: defaults, selection, aliases, switching OpenClaw's default model is whatever you set as: ``` agents.defaults.model.primary ``` Models are referenced as `provider/model` (example: `openai/g... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq-models.md | main | opebclaw | [
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You can also force a specific auth profile for the provider (per session): ``` /model opus@anthropic:default /model opus@anthropic:work ``` Tip: `/model status` shows which agent is active, which `auth-profiles.json` file is being used, and which auth profile will be tried next. It also shows the configured provider en... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq-models.md | main | opebclaw | [
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is configured (wizard or JSON), or that MiniMax auth exists in env/auth profiles so the matching provider can be injected (`MINIMAX\_API\_KEY` for `minimax`, `MINIMAX\_OAUTH\_TOKEN` or stored MiniMax OAuth for `minimax-portal`). 3. Use the exact model id (case-sensitive) for your auth path: `minimax/MiniMax-M3`, `minim... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq-models.md | main | opebclaw | [
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exhausted`, and periodic usage-window limits (`weekly/monthly limit reached`) as failover-worthy rate limits. Some billing-looking responses are not `402`, and some HTTP `402` responses also stay in that transient bucket. If a provider returns explicit billing text on `401` or `403`, OpenClaw can still keep that in the... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq-models.md | main | opebclaw | [
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signatures for thinking blocks. Fix: OpenClaw now strips unsigned thinking blocks for Google Antigravity Claude. If it still appears, start a \*\*new session\*\* or set `/thinking off` for that agent. ## Auth profiles: what they are and how to manage them Related: [/concepts/oauth](/concepts/oauth) (OAuth flows, token ... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq-models.md | main | opebclaw | [
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Quick "get unstuck" path for the most common problems: - [Troubleshooting](/help/troubleshooting) - symptom-first decision tree - [Debugging](/help/debugging) - watch mode, raw streams, dev profile - [Install sanity](/install/node#troubleshooting) - Node / npm / PATH checks - [Gateway troubleshooting](/gateway/troubles... | https://github.com/openclaw/openclaw/blob/main/docs/help/index.md | main | opebclaw | [
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For quick start, QA runners, unit/integration suites, and Docker flows, see [Testing](/help/testing). This page covers the \*\*live\*\* (network-touching) test suites: model matrix, CLI backends, ACP, and media-provider live tests, plus credential handling. ## Live: local smoke commands Export the needed provider key i... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing-live.md | main | opebclaw | [
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Responses/Codex Responses reasoning replay + tool-call flows) ### Layer 2: Gateway + dev agent smoke (what "@openclaw" actually does) - Test: `src/gateway/gateway-models.profiles.live.test.ts` - Goal: - Spin up an in-process gateway - Create/patch a `agent:dev:\*` session (model override per run) - Iterate models-with-... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing-live.md | main | opebclaw | [
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explicitly requested. Example: ```bash OPENCLAW_LIVE_CLI_BACKEND=1 \ OPENCLAW_LIVE_CLI_BACKEND_MODEL="claude-cli/claude-sonnet-4-6" \ pnpm test:live src/gateway/gateway-cli-backend.live.test.ts ``` Cheap Gemini MCP config smoke: ```bash OPENCLAW_LIVE_TEST=1 \ pnpm test:live src/agents/cli-runner/bundle-mcp.gemini.live.... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing-live.md | main | opebclaw | [
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Docker notes: - The Docker runner lives at `scripts/test-live-acp-bind-docker.sh`. - By default, it runs the ACP bind smoke against the aggregate live CLI agents in sequence: `claude`, `codex`, then `gemini`. - Use `OPENCLAW_LIVE_ACP_BIND_AGENTS=claude`, `OPENCLAW_LIVE_ACP_BIND_AGENTS=codex`, `OPENCLAW_LIVE_ACP_BIND_AG... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing-live.md | main | opebclaw | [
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Antigravity): - Gemini (API key): `OPENCLAW_LIVE_GATEWAY_MODELS="google/gemini-3-flash-preview" pnpm test:live src/gateway/gateway-models.profiles.live.test.ts` - Antigravity (OAuth): `OPENCLAW_LIVE_GATEWAY_MODELS="google-antigravity/claude-opus-4-6-thinking,google-antigravity/gemini-3-pro-high" pnpm test:live src/gate... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing-live.md | main | opebclaw | [
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into the staged live home when present, but not the main profile-key store) - Live local runs copy the active config, per-agent `auth-profiles.json` files, legacy `credentials/`, and supported external CLI auth dirs into a temp test home by default; staged live homes skip `workspace/` and `sandboxes/`, and `agents.*.wo... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing-live.md | main | opebclaw | [
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to the release-safe smoke path: non-FAL providers, one text-to-video request per provider, one-second lobster prompt, and a per-provider operation cap from `OPENCLAW_LIVE_VIDEO_GENERATION_TIMEOUT_MS` (`180000` by default) - Skips FAL by default because provider-side queue latency can dominate release time; pass `--vide... | https://github.com/openclaw/openclaw/blob/main/docs/help/testing-live.md | main | opebclaw | [
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Quick-start and first-run Q&A. For everyday operations, models, auth, sessions, and troubleshooting see the main [FAQ](/help/faq). ## Quick start and first-run setup Use a local AI agent that can \*\*see your machine\*\*. That is far more effective than asking in Discord, because most "I'm stuck" cases are \*\*local co... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq-first-run.md | main | opebclaw | [
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you deliberately use private-ingress `none` or trusted-proxy HTTP auth. Bad concurrent Serve auth attempts from the same client are serialized before the failed-auth limiter records them, so the second bad retry can already show `retry later`. - \*\*Tailnet bind\*\*: run `openclaw gateway --bind tailnet --token ""` (or... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq-first-run.md | main | opebclaw | [
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If it still hangs, run: ```bash openclaw doctor ``` If the Gateway is remote, ensure the tunnel/Tailscale connection is up and that the UI is pointed at the right Gateway. See [Remote access](/gateway/remote). Yes. Copy the \*\*state directory\*\* and \*\*workspace\*\*, then run Doctor once. This keeps your bot "exactl... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq-first-run.md | main | opebclaw | [
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```powershell # install.ps1 has no dedicated -Verbose flag yet. Set-PSDebug -Trace 1 & ([scriptblock]::Create((iwr -useb https://openclaw.ai/install.ps1))) -NoOnboard Set-PSDebug -Trace 0 ``` More options: [Installer flags](/install/installer). Two common Windows issues: \*\*1) npm error spawn git / git not found\*\* -... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq-first-run.md | main | opebclaw | [
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install\*\* (LaunchAgent on macOS; systemd user unit on Linux/WSL2) - \*\*Health checks\*\* and \*\*skills\*\* selection It also warns if your configured model is unknown or missing auth. No. You can run OpenClaw with \*\*API keys\*\* (Anthropic/OpenAI/others) or with \*\*local-only models\*\* so your data stays on you... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq-first-run.md | main | opebclaw | [
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providers](/concepts/model-providers) and [Onboarding (CLI)](/start/wizard). `openai` is the provider and auth-profile id for both OpenAI API keys and ChatGPT/Codex OAuth. You may still see legacy OpenAI Codex prefix in legacy config and migration warnings. Older configs also used it as a model prefix: - `openai/gpt-5.... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq-first-run.md | main | opebclaw | [
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0.06784... | 0.072635 |
with an SSH wrapper `cliPath`. Common setups: - Run the Gateway on Linux/VPS, and set `channels.imessage.cliPath` to an SSH wrapper that runs `imsg` on a Mac signed into Messages. - Run everything on the Mac if you want the simplest single-machine setup. Docs: [iMessage](/channels/imessage), [Nodes](/nodes), [Mac remot... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq-first-run.md | main | opebclaw | [
0.06320694833993912,
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-- --install-method npm ``` Backup tips: see [Backup strategy](/help/faq#where-things-live-on-disk). Short answer: \*\*if you want 24/7 reliability, use a VPS\*\*. If you want the lowest friction and you're okay with sleep/restarts, run it locally. \*\*Laptop (local Gateway)\*\* - \*\*Pros:\*\* no server cost, direct a... | https://github.com/openclaw/openclaw/blob/main/docs/help/faq-first-run.md | main | opebclaw | [
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Debugging helpers for streaming output, especially when a provider mixes reasoning into normal text. ## Runtime debug overrides Use `/debug` in chat to set \*\*runtime-only\*\* config overrides (memory, not disk). `/debug` is disabled by default; enable with `commands.debug: true`. This is handy when you need to toggle... | https://github.com/openclaw/openclaw/blob/main/docs/help/debugging.md | main | opebclaw | [
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when you want profiles somewhere else. Use `--benchmark-no-force` when you want the benchmarked child to skip the default `--force` port cleanup and fail fast if the Gateway port is already in use. Benchmark mode suppresses sync-I/O trace spam by default. Set `OPENCLAW\_TRACE\_SYNC\_IO=1` with `--benchmark` when you ex... | https://github.com/openclaw/openclaw/blob/main/docs/help/debugging.md | main | opebclaw | [
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--raw-stream --raw-stream-path ~/.openclaw/logs/raw-stream.jsonl ``` Equivalent env vars: ```bash OPENCLAW\_RAW\_STREAM=1 OPENCLAW\_RAW\_STREAM\_PATH=~/.openclaw/logs/raw-stream.jsonl ``` Default file: `~/.openclaw/logs/raw-stream.jsonl` ## Raw OpenAI-compatible chunk logging To capture \*\*raw OpenAI-compat chunks\*\*... | https://github.com/openclaw/openclaw/blob/main/docs/help/debugging.md | main | opebclaw | [
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ACP lifecycle currently works, but too much of it is inferred after the fact. Process cleanup reconstructs ownership from PIDs, command strings, wrapper paths, and the live process table. Session visibility reconstructs ownership from session-key strings plus secondary `sessions.list({ spawnedBy })` lookups. That makes... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/acp.md | main | opebclaw | [
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`cancelTurn` requests turn cancellation only. It must not reap reusable wrapper or adapter processes. `closeSession` is allowed to reap, but only after loading the session record, loading the lease, and verifying the live process tree still belongs to that lease. `reapStartupOrphans` starts from open leases in state. I... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/acp.md | main | opebclaw | [
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command is shell-quoted, live `ps` command is not - adapter child exits, grandchild remains in the process group - parent death SIGTERM fallback reaches SIGKILL - process listing unavailable - stale lease with missing process - startup orphan with wrapper, adapter child, and grandchild Session visibility matrix: - `sel... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/acp.md | main | opebclaw | [
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# Database-First State Refactor ## Decision Use a two-level SQLite layout: - Global database: `~/.openclaw/state/openclaw.sqlite` - Agent database: one SQLite database per agent for agent-owned workspace, transcript, VFS, artifact, and large per-agent runtime state - Configuration stays file-backed: `openclaw.json` rem... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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QMD memory indexing must not export SQLite transcripts to markdown files. QMD indexes configured memory files only; session transcript search stays SQLite-backed. - The QMD SDK subpath is QMD-only for new code. SQLite session transcript indexing helpers live on `memory-core-host-engine-session-transcripts`; any QMD re-... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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rename obsolete file-era export test mocks. File: `src/auto-reply/reply/commands-export-test-mocks.ts`. Proof: `rg -n 'resolveSessionFilePath|sessionFile|storePath|transcriptLocator' src/auto-reply/reply`. - [x] Make the Docker runtime-context legacy JSONL seed obviously doctor-only. File: `scripts/e2e/session-runtime-... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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delete `sessionKey`, `transcriptScope`, or `prompt`; engines that cannot accept the current database-first params should fail loudly instead of being bridged. - Backup output should remain one archive file. Database contents should enter that archive as compact SQLite snapshots, not raw live WAL sidecars. - Transcript ... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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bytes, with namespace/key ownership, TTL cleanup, backup, and plugin migration records. Host-owned plugin orchestration state can still have typed tables when the host owns the query contract, such as `plugin\_binding\_approvals`. - Plugin migrations are data migrations over plugin-owned namespaces, not host schema mig... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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`memory\_index\_chunks`, and `memory\_embedding\_cache`; optional FTS/vector side indexes use the same `memory\_index\_\*` prefix instead of generic `meta`, `files`, `chunks`, or `chunks\_vec` tables. `memory\_index\_sources` is keyed by `(source\_kind, source\_key)` and carries optional `session\_id` ownership, so ses... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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approvals now live in the typed shared SQLite `exec\_approvals\_config` singleton row. Doctor imports legacy `~/.openclaw/exec-approvals.json`; runtime writes no longer create, rewrite, or report that file as its active store location. The macOS companion reads and writes the same `state/openclaw.sqlite` table row; it ... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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state, and config health entries instead of whole opaque JSON blobs. Web push and APNs snapshot writes now reconcile subscriptions/registrations by primary key instead of clearing their tables; config health does the same by config path. Their runtime modules keep SQLite snapshot readers/writers separate from doctor-on... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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not legacy `sessions.json` paths. Shared gateway, ACP metadata, doctor route repair, and `openclaw sessions` enumerate `agent\_databases` plus configured agents. - Gateway session routing now uses `resolveGatewaySessionDatabaseTarget`; the returned target carries `databasePath` and candidate SQLite row keys instead of ... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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from `session\_key` shape. The old chat-type key parser has been deleted; these paths require typed session metadata, typed delivery context, or explicit delivery target vocabulary. - Session list/status, diagnostics, approval account binding, TUI heartbeat filtering, and usage summaries no longer mine `SessionEntry.or... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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now uses the typed SQLite session routing projection (`sessions` + primary `conversations`) for provider, chat type, and peer identity. It no longer parses provider, DM, group, or thread shape out of `sessionKey`. - Cron tool delivery inference now uses explicit delivery or the current typed delivery context only. It n... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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facade. - Gateway transcript reader APIs are scope-first. They take `{agentId, sessionId}` and do not accept a positional transcript locator that could accidentally become runtime identity. Active transcript locator parsing is gone; legacy source paths are read only by doctor import code. - Transcript update events are... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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the successor session identity, not a durable JSONL path or persisted locator. - Embedded context-engine compaction uses SQLite-named transcript rotation helpers. The rotation tests no longer construct JSONL successor paths or model active sessions as files. - Managed outgoing image retention keys its transcript-messag... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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Core session validation no longer imports file-artifact helpers to decide normal SQLite session ids. - Active-memory blocking subagent runs use SQLite transcript rows instead of creating temporary or persisted `session.jsonl` files under plugin state. The old `transcriptDir` option is removed. - One-off slug generation... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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runtime callers now use a stable SQLite cron store key. Legacy `cron.store` paths are doctor import inputs only; production gateway, task maintenance, status, run-log, and Telegram target writeback paths use `resolveCronStoreKey` and no longer path-normalize the key. Cron status now reports `storeKey` rather than the o... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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blobs. Matrix recovery keys and credentials are SQLite plugin-state rows; their old JSON files are doctor migration inputs only. - Memory Wiki activity logs now use SQLite plugin state instead of `.openclaw-wiki/log.jsonl`. The Memory Wiki migration provider imports old JSONL logs; wiki markdown and user vault content ... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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expose SQLite host events as the virtual JSON artifact `memory/events/memory-host-events.json`; they no longer reuse the legacy `.dreams/events.jsonl` source path. - Sandbox container/browser registries now use the shared `sandbox\_registry\_entries` SQLite table with typed session, image, timestamp, backend/config, an... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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Its legacy JSON import plan lives in the Feishu plugin setup/doctor migration surface, not in core migration code. - Microsoft Teams conversations, polls, pending upload buffers, and feedback learnings now use shared SQLite plugin state/blob tables. The pending upload path uses `plugin\_blob\_entries` so media buffers ... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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and durable Gateway diagnostics stay SQLite-backed. - The macOS port-guardian record list now uses typed shared SQLite `macos\_port\_guardian\_records` rows instead of an Application Support JSON file or opaque singleton blob. - Gateway singleton locks now use typed shared SQLite `state\_leases` rows under the `gateway... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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doctor imports the legacy JSON files and removes them after a successful migration. - Update-check state now uses a typed shared `update\_check\_state` row instead of `update-check.json` or an opaque generic blob; doctor imports the legacy JSON file and removes it after a successful migration. - Config health state now... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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0.011195873841643333,
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0.019194994121789932,
0.05845101550221443,
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0.0... | 0.099793 |
SQLite plugin state instead of `session-toggles.json`; toggling memory back on deletes the row instead of rewriting a JSON object. - Skill Workshop proposals and review counters now use shared SQLite plugin state instead of per-workspace `skill-workshop/.json` stores. Each proposal is a separate row under `skill-worksh... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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legacy file source with hash, size, record count, target table, run id, status, and source-removal state. - `backup\_runs` records backup archive paths, status, and JSON manifests. - The global schema does not keep an unused `agents` registry table. Agent database discovery is the canonical `agent\_databases` registry ... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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plugin\_name, approved\_at) tui\_last\_sessions(scope\_key, session\_key, updated\_at) plugin\_state\_entries(plugin\_id, namespace, entry\_key, value\_json, created\_at, expires\_at) plugin\_blob\_entries(plugin\_id, namespace, entry\_key, metadata\_json, blob, created\_at, expires\_at) media\_blobs(subdir, id, conten... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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inspectable with plain SQLite tooling. `agent\_databases` is the canonical registry for this branch. Do not add an `agents` table until a real agent-record owner exists; agent config remains in `openclaw.json`. ## Doctor Migration Shape Doctor should call one explicit migration step that is reportable and safe to rerun... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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entries, sent-message cache entries, topic-name cache entries, and thread bindings now use SQLite plugin state under `telegram` namespaces (`update-offsets`, `sticker-cache`, `message-cache`, `sent-messages`, `topic-names`, `thread-bindings`) instead of `update-offset-\*.json`, `sticker-cache.json`, `\*.telegram-messag... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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sidecars when they are not explicit export files. Done for runtime writes: trajectory capture writes agent-database `trajectory\_runtime\_events` rows and mirrors run-scoped artifacts into SQLite. Legacy sidecars are doctor import inputs only; export can materialize fresh JSONL support-bundle outputs but does not read ... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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- ACP parent stream events - trajectory runtime events when they are not explicit export artifacts ### Phase 3: Replace Session Store APIs Done for runtime. The file-shaped session store surface is not an active runtime contract: - Runtime no longer calls `loadSessionStore(storePath)` or treats `storePath` as session i... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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is keeping old session files current. - Explicit support exports remain user-requested archive/materialization formats and must not feed file names back into runtime identity. ## Backup And Restore Backups should be one archive file, but database capture should be SQLite-native: 1. Stop long-running write activity or e... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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that legacy field name. Gateway combined-session loading no longer has a special runtime branch for non-templated `session.store` values; it aggregates per-agent SQLite rows. The legacy session-lock doctor lane and its `.jsonl.lock` cleanup helper were removed; SQLite is the session concurrency boundary now. Hot runtim... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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or transcript JSONL files. Done for core session store, chat, gateway transcript events, preview, lifecycle, command session-entry updates, auto-reply reset/trace, and memory-core dreaming fixtures, approval target routing, session transcript repair, security permission repair, trajectory export, and session export. Ac... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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approvals, active-memory toggles, Matrix dedupe/startup verification, Memory Wiki source sync, current-conversation bindings, onboarding auth, and Hermes secret imports no longer manufacture old sidecar files or assert old filenames are absent. They prove behavior through SQLite rows and public store APIs; doctor/migra... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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fails new runtime writes to legacy state paths: - `sessions.json` - `\*.trajectory.jsonl` except materialized support-bundle outputs - `.acp-stream.jsonl` - `acp/event-ledger.json` - `cache/\*.json` runtime cache files - `agents//agent/auth.json` - `agents//agent/models.json` - `credentials/oauth.json` - `github-copilo... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/database-first.md | main | opebclaw | [
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# Canvas plugin refactor Canvas is low-use and experimental. Treat it as a bundled plugin, not a core feature. Core may keep generic gateway, node, HTTP, auth, config, and native-client plumbing, but Canvas-specific behavior should live under `extensions/canvas`. ## Goal Move Canvas ownership to `extensions/canvas` whi... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/canvas.md | main | opebclaw | [
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command policy - Canvas host and A2UI runtime - Canvas A2UI bundle source and asset build/copy scripts - Canvas document creation and asset resolution - Canvas CLI implementation - Canvas docs page and plugin inventory entry Core should own only generic seams: - plugin discovery and registration - generic agent tool re... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/canvas.md | main | opebclaw | [
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# Ingress core deletion plan The ingress refactor is not healthy while it adds thousands of net lines. Core centralization only counts when bundled plugin production code gets smaller and old third-party SDK compatibility is quarantined to SDK/core shims. Desired runtime shape: ```text bundled plugin event -> extract p... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/ingress-core.md | main | opebclaw | [
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command/event helpers, then call sites still pass precomputed normalized allowlists and owner lists. - `extensions/discord/src/monitor/dm-command-auth.ts`, `extensions/feishu/src/policy.ts`, `extensions/googlechat/src/monitor-access.ts`, and `extensions/matrix/src/matrix/monitor/access-state.ts` still keep local policy... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/ingress-core.md | main | opebclaw | [
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0.0807... | 0.202129 |
8. Quarantine compatibility. Deprecated SDK helpers stay source-compatible, but bundled hot paths must not import deprecated ingress or command-auth facades. Compatibility tests should use fake third-party plugins, not bundled-plugin internals. 9. Repack core. After wrapper deletion, collapse one-use modules, remove un... | https://github.com/openclaw/openclaw/blob/main/docs/refactor/ingress-core.md | main | opebclaw | [
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OpenClaw can auto-configure Tailscale \*\*Serve\*\* (tailnet) or \*\*Funnel\*\* (public) for the Gateway dashboard and WebSocket port. This keeps the Gateway bound to loopback while Tailscale provides HTTPS, routing, and (for Serve) identity headers. ## Modes - `serve`: Tailnet-only Serve via `tailscale serve`. The gat... | https://github.com/openclaw/openclaw/blob/main/docs/gateway/tailscale.md | main | opebclaw | [
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... | 0.026722 |
Notes - Tailscale Serve/Funnel requires the `tailscale` CLI to be installed and logged in. - `tailscale.mode: "funnel"` refuses to start unless auth mode is `password` to avoid public exposure. - `gateway.tailscale.serviceName` applies only to Serve mode and is passed to `tailscale serve --service=`. The value must use... | https://github.com/openclaw/openclaw/blob/main/docs/gateway/tailscale.md | main | opebclaw | [
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... | -0.00783 |
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