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Get Started Free →Delegate complex coding, research, or autonomous tasks to Agent Zero framework. Use when user says "ask Agent Zero", "delegate to A0", "have Agent Zero build", or needs long-running autonomous coding with self-correction loops. Supports bidirectional communication, file attachments, task breakdown, and progress reporting.
.claude/skills/sundial-org-agent-zero-bridge/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 0% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 31% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 52% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -8% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 21% | 0% |
Bidirectional communication between Clawdbot and Agent Zero.
bash# Copy skill to Clawdbot skills directory cp -r <this-skill-folder> ~/.clawdbot/skills/agent-zero-bridge # Create config from template cd ~/.clawdbot/skills/agent-zero-bridge cp .env.example .env
env# Agent Zero (get token from A0 settings or calculate from runtime ID) A0_API_URL=http://127.0.0.1:50001 A0_API_KEY=your_agent_zero_token # Clawdbot Gateway CLAWDBOT_API_URL=http://127.0.0.1:18789 CLAWDBOT_API_TOKEN=your_gateway_token # For Docker containers reaching host (use your machine's LAN IP) CLAWDBOT_API_URL_DOCKER=http://192.168.1.x:18789
python# Calculate from A0's runtime ID import hashlib, base64 runtime_id = "your_A0_PERSISTENT_RUNTIME_ID" # from A0's .env hash_bytes = hashlib.sha256(f"{runtime_id}::".encode()).digest() token = base64.urlsafe_b64encode(hash_bytes).decode().replace("=", "")[:16] print(token)
Add to ~/.clawdbot/clawdbot.json:
json{ "gateway": { "bind": "0.0.0.0", "auth": { "mode": "token", "token": "your_token" }, "http": { "endpoints": { "chatCompletions": { "enabled": true } } } } }
Then: clawdbot gateway restart
bashdocker exec <container> mkdir -p /a0/bridge/lib docker cp scripts/lib/. <container>:/a0/bridge/lib/ docker cp scripts/clawdbot_client.js <container>:/a0/bridge/ docker cp .env <container>:/a0/bridge/ docker exec <container> sh -c 'echo "DOCKER_CONTAINER=true" >> /a0/bridge/.env'
bashnode scripts/a0_client.js "Build a REST API with JWT authentication" node scripts/a0_client.js "Review this code" --attach ./file.py node scripts/a0_client.js "New task" --new # Start fresh conversation
bashnode scripts/a0_client.js status node scripts/a0_client.js history node scripts/a0_client.js reset # Clear conversation
bashnode scripts/task_breakdown.js "Build e-commerce platform" # Creates notebook/tasks/projects/<name>.md with checkable steps
Inside A0 container:
bash# Report progress node /a0/bridge/clawdbot_client.js notify "Working on step 3..." # Ask for input node /a0/bridge/clawdbot_client.js "Should I use PostgreSQL or SQLite?" # Invoke Clawdbot tool node /a0/bridge/clawdbot_client.js tool web_search '{"query":"Node.js best practices"}'
| Error | Fix | |-------|-----| | 401 / API key error | Check A0_API_KEY matches Agent Zero's mcp_server_token | | Connection refused from Docker | Use host LAN IP in CLAWDBOT_API_URL_DOCKER, ensure gateway binds 0.0.0.0 | | A0 500 errors | Check Agent Zero's LLM API key (Gemini/OpenAI) is valid |
Other measured skills in the registry, with their headline benchmark lift.