Self-Evolving AI Agent Skill Tree Seed File Generator

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.