GitHub Explorer — Multi-Source Project Analyzer
Multi-source deep analysis of GitHub projects, outputting structured research reports. Covers GitHub API, search-layer, community sources (Zhihu, V2EX, WeChat) with intent-aware scoring.
Choose how to use this skill
You do not need every option. Choose the path your AI client supports. The stable page stays the same; versioned files are immutable.
1. Native installer
This listing has no registered native installer command. Use the complete package or source fallback below, depending on what your client supports.
Do not guess an installer command or replace an existing version without reviewing the diff.
2. Complete package recommended
Download the ZIP when available. It includes SKILL.md plus the references, security notes and version metadata.
No complete ProSkills package is published for this listing yet.3. Prompt-only
Copy the prompt above when the agent can read the stable page or when you want to adopt the workflow without installing a skill.
Need only the instruction file?
Download SKILL.md only if your client requires a single file. The complete ZIP is safer for a full installation because it preserves the references and release context.
No path installs or executes anything by itself. Your agent still needs access to the project files. Before updating, compare the installed version and review the diff.
// RATINGS
Not yet listed on ClawHub or SkillsMP
// README
🦞 OpenClaw — Personal AI Assistant
OpenClaw is a personal AI assistant you run on your own devices. It answers you on the channels you already use (WhatsApp, Telegram, Slack, Discord, Google Chat, Signal, iMessage, BlueBubbles, IRC, Microsoft Teams, Matrix, Feishu, LINE, Mattermost, Nextcloud Talk, Nostr, Synology Chat, Tlon, Twitch, Zalo, Zalo Personal, WebChat). It can speak and listen on macOS/iOS/Android, and can render a live Canvas you control. The Gateway is just the control plane — the product is the assistant.
If you want a personal, single-user assistant that feels local, fast, and always-on, this is it.
Website · Docs · Vision · DeepWiki · Getting Started · Updating · Showcase · FAQ · Wizard · Nix · Docker · Discord
Preferred setup: run the onboarding wizard (openclaw onboard) in your terminal.
The wizard guides you step by step through setting up the gateway, workspace, channels, and skills. The CLI wizard is the recommended path and works on macOS, Linux, and Windows (via WSL2; strongly recommended).
Works with npm, pnpm, or bun.
New install? Start here: Getting started
Sponsors
Subscriptions (OAuth):
- OpenAI (ChatGPT/Codex)
Model note: while many providers/models are supported, for the best experience and lower prompt-injection risk use the strongest latest-generation model available to you. See Onboarding.
Models (selection + auth)
- Models config + CLI: Models
- Auth profile rotation (OAuth vs API keys) + fallbacks: Model failover
Install (recommended)
Runtime: Node ≥22.
npm install -g openclaw@latest
# or: pnpm add -g openclaw@latest
openclaw onboard --install-daemon
The wizard installs the Gateway daemon (launchd/systemd user service) so it stays running.
Quick start (TL;DR)
Runtime: Node ≥22.
Full beginner guide (auth, pairing, channels): Getting started
openclaw onboard --install-daemon
openclaw gateway --port 18789 --verbose
# Send a message
openclaw message send --to +1234567890 --message "Hello from OpenClaw"
# Talk to the assistant (optionally deliver back to any connected channel: WhatsApp/Telegram/Slack/Discord/Google Chat/Signal/iMessage/BlueBubbles/IRC/Microsoft Teams/Matrix/Feishu/LINE/Mattermost/Nextcloud Talk/Nostr/Synology Chat/Tlon/Twitch/Zalo/Zalo Personal/WebChat)
openclaw agent --message "Ship checklist" --thinking high
Upgrading? Updating guide (and run openclaw doctor).
Development channels
- stable: tagged releases (
vYYYY.M.DorvYYYY.M.D-<patch>), npm dist-taglatest. - beta: prerelease tags (
vYYYY.M.D-beta.N), npm dist-tagbeta(macOS app may be missing). - dev: moving head of
main, npm dist-tagdev(when published).
Switch channels (git + npm): openclaw update --channel stable|beta|dev.
Details: Development channels.
From source (development)
Prefer pnpm for builds from source. Bun is optional for running TypeScript directly.
git clone https://github.com/openclaw/openclaw.git
cd openclaw
pnpm install
pnpm ui:build # auto-installs UI deps on first run
pnpm build
pnpm openclaw onboard --install-daemon
# Dev loop (auto-reload on TS changes)
pnpm gateway:watch
Note: pnpm openclaw ... runs TypeScript directly (via tsx). pnpm build produces dist/ for running via Node / the packaged openclaw binary.
Security defaults (DM access)
OpenClaw connects to real messaging surfaces. Treat inbound DMs as untrusted input.
Full security guide: Security
Default behavior on Telegram/WhatsApp/Signal/iMessage/Microsoft Teams/Discord/Google Chat/Slack:
- DM pairing (
dmPolicy="pairing"/channels.discord.dmPolicy="pairing"/channels.slack.dmPolicy="pairing"; legacy:channels.discord.dm.policy,channels.slack.dm.policy): unknown senders receive a short pairing code and the bot does not process their message. - Approve with:
openclaw pairing approve <channel> <code>(then the sender is added to a local allowlist store). - Public inbound DMs require an explicit opt-in: set
dmPolicy="open"and include"*"in the channel allowlist (allowFrom/channels.discord.allowFrom/channels.slack.allowFrom; legacy:channels.discord.dm.allowFrom,channels.slack.dm.allowFrom).
Run openclaw doctor to surface risky/misconfigured DM policies.
Highlights
- Local-first Gateway — single control plane for sessions, channels, tools, and events.
- Multi-channel inbox — WhatsApp, Telegram, Slack, Discord, Google Chat, Signal, BlueBubbles (iMessage), iMessage (legacy), IRC, Microsoft Teams, Matrix, Feishu, LINE, Mattermost, Nextcloud Talk, Nostr, Synology Chat, Tlon, Twitch, Zalo, Zalo Personal, WebChat, macOS, iOS/Android.
- Multi-agent routing — route inbound channels/accounts/peers to isolated agents (workspaces + per-agent sessions).
- Voice Wake + Talk Mode — wake words on macOS/iOS an
// HOW IT'S BUILT
TECHNOLOGY STACK