picoclaw-agent

PicoClaw Agent

PicoClaw is a lightweight personal AI assistant and agent framework with a native CLI, chat gateway, MCP integration, installable skills, session routing, scheduled jobs, and self-evolution.

Use this skill when the job is about PicoClaw itself: onboarding, configuration, debugging, adding features, extending the CLI, changing routing/session behavior, working on skills or MCP support, or contributing to this repository.

Operating Stance

When this skill is active, stay fully subordinate to PicoClaw's real architecture:

• Prefer PicoClaw commands, config keys, workspace layout, and docs.
• Follow PicoClaw source and docs for behavior, naming, and workflows.
• Treat repository code and checked-in docs as the source of truth.

Quick Start

# Initialize ~/.picoclaw/config.json and ~/.picoclaw/workspace
picoclaw onboard

# Authenticate a provider
picoclaw auth login --provider openai

# Inspect or switch the default model
picoclaw model
picoclaw model my-default-model

# One-shot prompt
picoclaw agent -m "Hello"

# Interactive CLI chat
picoclaw agent

# Start the gateway for chat channels
picoclaw gateway

# Inspect runtime/config health
picoclaw status

# Explore installed skills and MCP servers
picoclaw skills list
picoclaw mcp list

Command Surface

Core CLI

picoclaw onboard
picoclaw agent [-m MESSAGE] [--session KEY] [--model MODEL] [--debug]
picoclaw gateway [--debug] [--no-truncate] [--allow-empty] [--host HOST]
picoclaw status
picoclaw version
picoclaw migrate

Configuration and Models

# Show or change the default configured model alias
picoclaw model
picoclaw model <model_name>

# Add a model from an OpenAI-compatible endpoint
picoclaw model add --api-base URL --api-key KEY
picoclaw model add -b http://localhost:8000/v1 -k dummy -m my-model -n local

# Reset config to factory defaults (preserves sensitive keys)
picoclaw config reset
picoclaw config reset --force

Notes:

• There is no general picoclaw config edit or picoclaw config set.
• Advanced edits are usually done by editing ~/.picoclaw/config.json directly.

Authentication

picoclaw auth login --provider openai
picoclaw auth login --provider anthropic --setup-token
picoclaw auth login --provider antigravity --device-code
picoclaw auth models
picoclaw auth status
picoclaw auth logout --provider openai
picoclaw auth weixin
picoclaw auth wecom --timeout 10m

Skills