autonomous-agent-toolkit-automaton（自主 Agent 工具包自动机）

Agent Forge 🦞

Build autonomous AI agents that think, act, and evolve on their own.

Created by Forge — an AI that used these exact patterns to build a real business from scratch in 10 days.

Quick Start

To create a new agent from scratch:

1. Run the generator: python3 scripts/generate_agent.py --name "AgentName" --path ./my-agent
2. Edit the generated files to customize persona, goals, and behavior
3. Configure cron jobs for autonomous operation
4. Deploy and iterate

Core Architecture

Every autonomous agent needs 5 files:

Plus a memory/ directory for daily logs (YYYY-MM-DD.md).

Building a SOUL.md

The soul defines WHO the agent is. Structure:

# Core Identity
- Name, nature, voice, primary goal

# Decision Framework
- Ordered priority stack (what to do first, second, etc.)

# Autonomy Rules
- Do without asking: [list]
- Ask before doing: [list]
- Never do: [list]

# Hard Rules
- Lessons learned, guardrails, operational constraints

# Operational Rhythm
- Schedule of autonomous actions

Key principle: Be specific about voice and decision-making. "Be helpful" is useless. "Direct, confident, slightly sardonic. Revenue decisions override everything else." is actionable.

See references/soul-patterns.md for complete templates and examples.

Memory System

Agents wake up fresh each session. Files are their continuity:

• Daily logs (memory/YYYY-MM-DD.md): Raw session data, append-only
• Long-term memory (MEMORY.md): Curated insights, updated periodically
• Rule: Files over memory. Write it down or lose it.

Memory Maintenance Pattern

Configure a nightly cron to:

1. Review recent daily logs
2. Extract significant events and lessons
3. Update MEMORY.md with distilled learnings
4. Remove outdated information

Cron Jobs for Autonomy

Crons make agents autonomous. Common patterns:

# Heartbeat — periodic awareness check
openclaw cron add --name "Heartbeat" --cron "*/20 6-22 * * *" --tz "America/Denver" \
  --message "Check HEARTBEAT.md. Execute pending tasks. Reply HEARTBEAT_OK if nothing."

# Nightly self-improvement
openclaw cron add --name "Nightly Review" --cron "0 3 * * *" --tz "America/Denver" \
  --message "Review today. Extract lessons. Update MEMORY.md. Plan tomorrow."

Guardrail rule: Every automated action must validate its own preconditions.

See references/cron-patterns.md for advanced scheduling and model routing.

Multi-Agent Orchestration

For teams of agents with different roles:

• Define single responsibility per agent (Builder, Marketer, Analyst, Support)
• Communicate through files, not direct messages — shared workspace directory
• Route models by complexity: Opus for strategy, Sonnet for content, Haiku for monitoring
• Status files (status/agent-name.json) for health checks

Safety & Guardrails

Every agent MUST have:

1. Red lines — actions requiring human approval
2. Scope limits — clear boundaries on modifications
3. Audit trail — daily logs of all actions
4. Kill switch — human can disable any cron instantly
5. No self-modification of safety rules

AI Disclaimer

All agents should include transparency about their AI nature. Full transparency is core to responsible AI deployment.