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Fetches live from docs.openclaw.ai on every question. Whole-docs index, working scripts (not echo placeholders), CI-style selftest for decision-tree rot, wor...
---
name: OpenClaw Documentation Expert — Live Fetch
description: Fetches live from docs.openclaw.ai on every question. Whole-docs index, working scripts (not echo placeholders), CI-style selftest for decision-tree rot, worked routing examples, SOUL/multi-agent/sessions/platforms/nodes/clawhub covered.
version: 1.6.2
metadata:
openclaw:
requires:
bins:
- curl
emoji: "🦞"
homepage: https://docs.openclaw.ai
---
# OpenClaw Documentation Expert — Live Fetch
## Activation
Activate when the user asks about OpenClaw: configuration, concepts, channels, CLI, troubleshooting, multi-agent, SOUL.md, AGENTS.md, memory, sessions, automation, gateway, providers, skills, plugins, install.
Do NOT activate for: general coding questions, non-OpenClaw tools (Claude Code, Codex, OpenCode), or meta-questions about this skill.
## Out-of-Scope Response
If a question is partially about OpenClaw and partially about another tool, answer only the OpenClaw portion and say `not covered here` for the rest. Never extrapolate OpenClaw docs to explain other tools.
## Behavior Contract
For every in-scope question, execute in order:
1. Route the question through the **Decision Tree** below → pick ONE page
2. Fetch that page: `scripts/fetch.sh <path>` (or `curl -sfL https://docs.openclaw.ai/<path>.md`)
3. Answer using only content from the fetched page
4. Cite the source URL at the end of the answer
5. If the fetched page does not contain the answer, fetch at most ONE additional page before falling back to `scripts/search.sh <keyword>`
6. If still not found, respond: `Not documented at docs.openclaw.ai as of <timestamp from verify.sh>`
7. If you had to fall back to `find.sh` or `search.sh`, or if the user corrects your routing, log the miss: `scripts/record_miss.sh "<user question>" "<path you used>"`
**Never answer from memory alone.** Never fabricate a URL path. Never combine memory with fetched content without marking which is which.
## Three-Tier Fetch Strategy
| Tier | Endpoint | When to use |
|---|---|---|
| 1 | `llms.txt` | Discovery — "what page exists for X?" → `scripts/find.sh <keyword>` |
| 2 | `<page>.md` | Specific answer — one page, cited → `scripts/fetch.sh <path>` |
| 3 | `llms-full.txt` | Cross-section search — last resort → `scripts/search.sh <keyword>` |
Always prefer Tier 2. Use Tier 1 only when Decision Tree is ambiguous. Use Tier 3 only when a targeted fetch misses.
## Scripts
All scripts are in `scripts/` and require only `curl` (POSIX userspace: `awk`, `sed`, `grep`, `xargs`).
- **`find.sh <keyword>`** — list pages whose title **or path** matches the keyword (tab-separated: title, path). Slug-only terms like `qmd`, `honcho` match. Keyword is matched as a fixed string (grep -F), so `+`, `?`, `|`, `{` are safe.
- **`fetch.sh <path>`** — fetch one page; accepts paths with/without leading slash. Preserves extensions `.md`, `.json`, `.txt`, `.yaml`, `.yml`; assumes `.md` otherwise. Examples: `concepts/soul`, `concepts/soul.md`, `/channels/telegram.md`, `api-reference/openapi.json`.
- **`search.sh <keyword> [ctx]`** — literal grep (grep -F) across full docs with N lines of context (default 10), capped at 200 lines. Caches `llms-full.txt` for 1h at `$TMPDIR/openclaw-llms-full.txt`.
- **`verify.sh`** — print page count + sha256 + server `Last-Modified` + local fetch timestamp (proof of liveness from both sides)
- **`selftest.sh`** — HEAD-check every doc path referenced in SKILL.md and EXAMPLES.md, in parallel (8 workers; override with `PARALLEL=N`). Classifies STALE (3xx → 200, path renamed) separately from MISSING (404/5xx, page gone). Also runs a `fetch.sh` smoke test against a non-`.md` path so extension regressions are caught. Exits non-zero on any failure.
- **`record_miss.sh <question> <path>`** — append a routing miss to `~/.openclaw/openclaw-docs/misses.md`. Never edits SKILL.md.
- **`record_miss.sh --tally [N]`** — group recorded misses by fetched path, show top N counts. Use this to spot when a path crosses the 3-hit promotion bar.
These are real working bash scripts, not echo placeholders. Run `scripts/verify.sh` at session start to confirm docs are current. Run `scripts/selftest.sh` before editing the Decision Tree or publishing a new version.
## Decision Tree
All paths below are validated against `llms.txt`. Route first, fetch second.
```
IDENTITY / PERSONALITY
SOUL.md, tone, agent voice → concepts/soul.md
MULTI-AGENT
Multiple agents, workspaces → concepts/multi-agent.md
Delegate architecture → concepts/delegate-architecture.md
AGENT LOOP / RUNTIME
How the agent loop works → concepts/agent-loop.md
Agent runtime → concepts/agent.md
Agent workspace (AGENTS.md) → concepts/agent-workspace.md
System prompt structure → concepts/system-prompt.md
MEMORY
General → concepts/memory.md
Built-in → concepts/memory-builtin.md
QMD (vector search) → concepts/memory-qmd.md
Honcho (external) → concepts/memory-honcho.md
Search memory → concepts/memory-search.md
Active memory → concepts/active-memory.md
Dreaming / consolidation → concepts/dreaming.md
SESSIONS
Model, history → concepts/session.md
Pruning → concepts/session-pruning.md
Session tool → concepts/session-tool.md
Context / compaction → concepts/context.md, concepts/compaction.md
GATEWAY
Sandboxing → gateway/sandboxing.md
Logging → gateway/logging.md
Network model → gateway/network-model.md
Security → gateway/security/index.md
AUTOMATION
Cron jobs → automation/cron-jobs.md
Hooks → automation/hooks.md
Standing orders → automation/standing-orders.md
Task flow → automation/taskflow.md
Background tasks → automation/tasks.md
CHANNELS
Telegram → channels/telegram.md
Discord → channels/discord.md
WhatsApp → channels/whatsapp.md
Slack → channels/slack.md
iMessage → channels/imessage.md
iMessage (migrating from BlueBubbles) → channels/imessage-from-bluebubbles.md
Signal → channels/signal.md
Matrix → channels/matrix.md
Microsoft Teams → channels/msteams.md
Other (IRC, LINE, Nostr, ...) → channels/<name>.md
Channel routing → channels/channel-routing.md
Pairing / allowlist → channels/pairing.md
Groups → channels/groups.md
Troubleshooting → channels/troubleshooting.md
TOOLS / SKILLS
Skills (create, install, share) → tools/skills.md
All tools overview → tools/index.md
PROVIDERS (AI models)
Any provider → providers/<name>.md
CLI
Any command → cli/<command>.md
Full reference → cli/index.md
INSTALL / SETUP
Getting started → start/getting-started.md
Bootstrapping → start/bootstrapping.md
Raspberry Pi → install/raspberry-pi.md
Ansible → install/ansible.md
VPS → vps.md
Pi → pi.md
PLUGINS
Architecture → plugins/architecture.md
Building → plugins/building-plugins.md
Bundles → plugins/bundles.md
PLATFORMS (apps)
Overview → platforms/index.md
iOS app → platforms/ios.md
Android app → platforms/android.md
Linux app → platforms/linux.md
macOS bundled gateway → platforms/mac/bundled-gateway.md
macOS Canvas → platforms/mac/canvas.md
NODES (media I/O)
Overview → nodes/index.md
Audio / voice notes → nodes/audio.md
Images → nodes/images.md
Camera capture → nodes/camera.md
Media understanding → nodes/media-understanding.md
WEB (UIs)
Overview → web/index.md
Dashboard → web/dashboard.md
WebChat → web/webchat.md
TUI → web/tui.md
Control UI → web/control-ui.md
CLAWHUB (marketplace)
Overview → clawhub/index.md
Publishing skills → clawhub/publishing.md
ClawHub CLI → clawhub/cli.md
HTTP API → clawhub/http-api.md
Skill format → clawhub/skill-format.md
HELP / FAQ
General FAQ → help/faq.md
First-run setup → help/faq-first-run.md
Models and auth → help/faq-models.md
Environment variables → help/environment.md
Debugging walkthrough → help/debugging.md
REFERENCE
Default AGENTS.md → reference/AGENTS.default.md
API usage and costs → reference/api-usage-costs.md
Code mode → reference/code-mode.md
Release policy → reference/RELEASING.md
ANNOUNCEMENTS
BlueBubbles removal → announcements/bluebubbles-imessage.md
DEBUGGING
Diagnostics flags → diagnostics/flags.md
Logging (root) → logging.md
Network (root) → network.md
Node + tsx crash → debug/node-issue.md
SECURITY / AUTH
Auth credential semantics → auth-credential-semantics.md
OAuth → concepts/oauth.md
Threat model → security/THREAT-MODEL-ATLAS.md
WEB / API
OpenAPI spec → api-reference/openapi.json
```
If no branch matches: `scripts/find.sh <keyword>` → pick the top result → fetch.
## Synonym Map
Common user phrasings → canonical decision-tree branch. Use this before falling back to `find.sh`.
| User says | Route to |
|---|---|
| "personality", "tone of voice", "persona", "style" | IDENTITY → `concepts/soul.md` |
| "operational manual", "workspace rules", "AGENTS.md" | `concepts/agent-workspace.md` |
| "context window", "context limit", "too long" | `concepts/context.md` + `concepts/compaction.md` |
| "history", "chat log", "conversation memory" | SESSIONS → `concepts/session.md` |
| "vector search", "embeddings memory", "semantic recall" | `concepts/memory-qmd.md` |
| "background consolidation", "sleep cycle", "memory sync" | `concepts/dreaming.md` |
| "scheduled task", "recurring job", "crontab" | `automation/cron-jobs.md` |
| "pre/post-tool hook", "lifecycle event" | `automation/hooks.md` |
| "always-on instructions", "persistent rules" | `automation/standing-orders.md` |
| "bot", "messenger", "chat integration" | CHANNELS → `channels/<name>.md` |
| "jail", "isolation", "sandbox" | `gateway/sandboxing.md` |
| "firewall", "egress rules", "allowlist" | `gateway/network-model.md` |
| "skill", "plugin package", "tool bundle" | `tools/skills.md` |
| "LLM provider", "model backend", "Anthropic/OpenAI/etc" | `providers/<name>.md` |
| "publish skill", "ship to marketplace", "ClawHub" | CLAWHUB → `clawhub/publishing.md` |
| "skill manifest", "SKILL.md format", "frontmatter" | `clawhub/skill-format.md` |
| "mobile app", "iPhone", "iOS app", "Android app" | PLATFORMS → `platforms/ios.md` / `platforms/android.md` |
| "desktop app", "Mac app", "Linux app" | PLATFORMS → `platforms/linux.md` / `platforms/mac/bundled-gateway.md` |
| "voice note", "audio message", "speech-to-text" | NODES → `nodes/audio.md` |
| "send image", "photo", "screenshot in chat" | NODES → `nodes/images.md` |
| "camera", "take a picture" | NODES → `nodes/camera.md` |
| "vision", "OCR", "describe image" | NODES → `nodes/media-understanding.md` |
| "web dashboard", "browser UI" | WEB → `web/dashboard.md` |
| "WebChat", "embed chat", "chat widget" | `web/webchat.md` |
| "terminal UI", "TUI" | `web/tui.md` |
| "env var", "ENV", "configuration variables" | `help/environment.md` |
| "first-time setup", "getting started", "newbie" | `help/faq-first-run.md` |
| "which model", "model selection", "auth model" | `help/faq-models.md` |
| "default AGENTS.md", "out-of-box config", "stock workspace" | `reference/AGENTS.default.md` |
| "how much will it cost", "API pricing", "token cost" | `reference/api-usage-costs.md` |
| "code mode", "execute code", "code execution" | `reference/code-mode.md` |
| "BlueBubbles is gone", "iMessage broke", "imsg path" | `announcements/bluebubbles-imessage.md` + `channels/imessage.md` |
| "node tsx crash", "tsx node error" | `debug/node-issue.md` |
## Worked Examples
See `EXAMPLES.md` for ~13 canonical question → routing → fetch → citation cases (few-shot anchors covering each major branch plus one out-of-scope negative example).
## Evolution Loop
This skill improves from **real friction only**, not from speculation. The loop:
1. **Detect** — you fall back to `find.sh`/`search.sh`, or the user corrects your routing.
2. **Record** — run `scripts/record_miss.sh "<question>" "<path>"`. Log lives at `~/.openclaw/openclaw-docs/misses.md`.
3. **Review** — periodically the maintainer reads the misses log.
4. **Promote (human decision)** — a synonym/new route enters the Decision Tree or Synonym Map only after **three comparable hits** on the same missed term. One-off questions stay in the log.
5. **Validate** — any edit to routes must pass `scripts/selftest.sh` before commit.
Rules for evolution:
- **Start from friction, not novelty.** No new synonyms "just in case."
- **One lever per change.** Don't touch three branches in the same PR.
- **Evidence, not gut feel.** The misses log is the evidence; three comparable entries is the bar.
- **Prefer promotion over rewrite.** Add a synonym row; don't restructure the tree.
## Boundaries (Self-Modification)
This skill **never** modifies its own installed files at runtime:
- Do not edit `SKILL.md`, `EXAMPLES.md`, or any file under `scripts/` from within an agent answer.
- Do not invent new decision-tree branches on the fly — use the current tree, then log the miss.
- Do not write to `~/.openclaw/openclaw-docs/` anything other than the misses log (one append per miss).
- Do not exfiltrate user messages beyond the single flattened question passed to `record_miss.sh`.
Promotions from the misses log into SKILL.md are a **human commit**, reviewed, run through `selftest.sh`, and published as a new version. The agent proposes; the maintainer disposes.
## Anti-Patterns (Testable Don'ts)
Common mistakes when answering OpenClaw questions. Each is a rule that can be checked against a real answer.
- **DON'T** say SOUL.md and AGENTS.md are the same. SOUL = personality. AGENTS.md = operational manual.
- **DON'T** claim `openclaw cron add` defaults to a persistent session. Default is **`isolated`** (one-shot).
- **DON'T** recommend sharing `agentDir` between agents. It causes auth and session collisions.
- **DON'T** reference `docs.clawd.bot` or `clawdbot` CLI. Renamed to OpenClaw. Docs live at `docs.openclaw.ai`.
- **DON'T** fetch a page without `.md` extension. May return HTML instead of markdown.
- **DON'T** invent section URLs. If a path isn't in `llms.txt`, it doesn't exist.
- **DON'T** answer "I think..." — fetch or say not documented.
## Key Concepts (Verified)
Quick reference. Always back up with a Tier 2 fetch for critical answers.
**SOUL.md** — system-prompt layer for tone/opinions/brevity. Keep short. `concepts/soul.md`
**AGENTS.md** — operational manual (tools, workspace, channels). Read alongside SOUL. `concepts/agent-workspace.md`
**Multi-agent** — each agent has its own workspace + `agentDir` + sessions. Sessions keyed `agent:<id>:<key>`. Default `agentId = main`. `concepts/multi-agent.md`
**Session** — JSONL history on disk, survives restarts. Recall via `sessions_history` tool (sanitized). `concepts/session.md`
**Memory** — active (in-context) / QMD (vector) / dreaming (async consolidation) / honcho (external). `concepts/memory.md`
**Cron** — `openclaw cron add --name X --cron "*/15 * * * *" --session isolated --message "..."`. Default session = isolated. `automation/cron-jobs.md`
**Skills** — live at `~/.openclaw/skills/<name>/SKILL.md`. Baseline via `agents.defaults.skills`, per-agent via `agents.list[].skills`. `tools/skills.md`
**ClawHub** — public marketplace for skills/plugins. Install via `openclaw skills install <slug>`, publish via `clawhub publish`. `clawhub/index.md` + `clawhub/publishing.md`
**Nodes (media)** — handlers for audio, image, camera, media understanding. Cross-channel; not tied to a single messenger. `nodes/index.md`
**Platforms (apps)** — native iOS / Android / Linux / macOS clients that talk to a gateway. Pairing model lives in `channels/pairing.md`. `platforms/index.md`
---
> Replacement for outdated clawddocs. Fetches live, never stale, no echo placeholders.
don't have the plugin yet? install it then click "run inline in claude" again.