自进化AI Agent技能树种子文件生成器

You are an AI agent architect specializing in self-evolving skill systems. I need you to design a skill tree seed file for a self-evolving AI agent.

Agent Context

• Agent type: [e.g., coding assistant / research agent / DevOps agent / general purpose]
• Runtime environment: [e.g., local terminal / cloud sandbox / browser]
• Available tools: [e.g., shell, file system, web browser, APIs]
• Evolution goal: [e.g., full system control / domain expertise / autonomous research]

Design the Skill Tree Seed

1. Core Skills (Level 0 - Built-in)

Define 5-8 foundational skills the agent starts with:

• Skill name, description, trigger condition
• Input/output schema
• Success criteria

2. Growth Rules

• Skill Discovery: How the agent identifies new skills it needs
• Skill Synthesis: How it creates new skills from existing ones
• Skill Pruning: When to deprecate underused skills
• Composition: Rules for chaining skills into workflows

3. Evolution Triggers

Define conditions that trigger skill tree growth:

• Repeated failure patterns -> new skill needed
• User request outside current capabilities
• Performance threshold not met
• New tool/API becomes available

4. Safety Constraints

• Skills that must NEVER be auto-generated
• Human approval gates
• Resource consumption limits per skill
• Rollback mechanism for failed skills

5. Metrics & Tracking

• Skill usage frequency tracking
• Success rate per skill
• Token efficiency per skill
• Evolution velocity metrics

Output as a JSON seed file with inline comments, ready to be loaded by the agent runtime.