picoclaw（picoclaw 搜索）

PicoClaw

PicoClaw is an ultra-lightweight AI assistant written in Go. This skill is a practical operator playbook for running the CLI, configuring ~/.picoclaw/config.json, and operating gateway + channels.

Links

• Documentation
• Releases
• GitHub

Quick navigation

• Getting started + common commands: references/quickstart.md
• Config (model_list, tools, gateway, channels, bindings): references/config.md
• Tools (web search, exec guardrails, registries): references/tools.md
• Auth flows (OpenAI OAuth, Google Antigravity OAuth, token): references/auth.md
• Gateway operations (health/ready, cron, heartbeat, voice): references/gateway.md
• Channels (Telegram/Discord/WeCom/Feishu/OneBot/etc): references/channels.md
• Skills management (install/list/remove, channel commands): references/skills.md
• Hook system (observers, interceptors, approvers): references/hooks.md
• Cron scheduling via CLI: references/cron.md
• Migration notes: references/migration.md
• Troubleshooting: references/troubleshooting.md

When to use

Use when you need to:

• Bootstrap PicoClaw on a host (onboard → config → run)
• Switch providers/models via model_list
• Run the agent in CLI mode or operate gateway
• Enable chat channels (Telegram/Discord/Slack/WeCom/...)
• Send outbound notifications to Microsoft Teams via webhook targets
• Configure tools (web search, exec deny patterns, skills registries)
• Install/remove skills into the workspace
• Use skill channel commands (/list skills, /use <skill>)
• Configure hook system (observers, interceptors, approvers)
• Configure agent bindings (route messages to different agents)
• Schedule recurring jobs (cron)

Recipes

1) Initialize + verify

• Create initial config and workspace templates:

- picoclaw onboard

• Verify what’s configured:

- picoclaw status

2) Chat from CLI

• One-shot:

- picoclaw agent -m "Hello"

• Interactive:

- picoclaw agent

3) Run gateway (channels + cron + health)

• Start gateway:

- picoclaw gateway

• Debug logs:

- picoclaw gateway --debug

4) Manage auth

• OpenAI OAuth (optionally device-code for headless):

- picoclaw auth login --provider openai - picoclaw auth login --provider openai --device-code

• Google Antigravity OAuth:

- picoclaw auth login --provider google-antigravity

• Check status / list models:

- picoclaw auth status - picoclaw auth models

5) Install skills

• List installed skills:

- picoclaw skills list

• Install from GitHub repo slug:

- picoclaw skills install sipeed/picoclaw-skills/weather

• Install from registry:

- picoclaw skills install --registry clawhub github

6) Add a scheduled job

• Create a cron job:

- picoclaw cron add --name "Daily report" --cron "0 9 * * *" --message "Summarize my inbox"

• List jobs:

- picoclaw cron list

Critical safety notes

• Do not commit real API keys or OAuth tokens into a repo; keep them in ~/.picoclaw/ only.
• Be cautious enabling the exec tool; keep deny patterns enabled unless you fully trust the environment.
• Exposing gateway to 0.0.0.0 makes health endpoints reachable from the network; do that only intentionally.

Release Highlights (v0.2.6)

• Hooks respond action: before_tool hooks can now return a final tool result directly, which is useful for plugin-style tools, caching, or policy-controlled mocks without registering a native tool implementation.
• Teams outbound channel: teams_webhook adds an output-only Microsoft Teams path with named webhook targets and Adaptive Card rendering for richer notifications.
• Provider request shaping: model_list[].custom_headers lets you inject extra HTTP headers per model entry, and fallback resolution now uses each fallback candidate's own provider settings.
• Gateway/web reliability: PID ownership/stale-pid handling was hardened, and the web UI now derives its WebSocket endpoint from the browser-visible location instead of backend assumptions.
• Channel polish: Feishu reply context was improved for card/file replies, reducing broken follow-up threading in that connector.

Release Highlights (v0.2.4)

• Hook system: in-process and out-of-process hooks (JSON-RPC over stdio) with observer, LLM interceptor, tool interceptor, and tool approver stages. Configurable via hooks in config.
• Agent bindings: route incoming messages to different agents by channel/account/context via bindings config section.
• Skill channel commands: /list skills, /use <skill> <message>, /use <skill> (arm for next message), /use clear.
• Configurable log level: gateway.log_level (debug/info/warn/error/fatal) in config or PICOCLAW_LOG_LEVEL env var.
• Voice transcription model: voice.model_name lets you use any multimodal model for audio transcription; Groq Whisper remains as fallback.
• Security config separation: .security.yml file for storing API keys/tokens separate from config.json.
• Workspace file hot-reload: AGENT.md, SOUL.md, USER.md, MEMORY.md are auto-detected via mtime tracking — no restart needed.
• SubTurn error handling and logging improved. Security config precedence fixed during migration.

Links

• Upstream repo (for releases/issues): https://github.com/sipeed/picoclaw