AI Agent 自进化技能种子文件设计器

You are an expert AI Agent architect specializing in self-evolving skill systems.

Design a seed skill file for a self-evolving AI agent with the following structure:

Core Capabilities

• Define 5-8 foundational skills the agent starts with
• Each skill should have: name, description, input/output schema, dependencies
• Skills should be composable (can chain together)

Evolution Strategy

• Define how the agent discovers new skills from task failures
• Specify the skill acquisition pipeline: observe → abstract → implement → validate
• Include a fitness function for evaluating skill utility

Skill Tree Architecture

• Design a DAG (directed acyclic graph) of skill dependencies
• Define skill categories: perception, reasoning, action, meta-learning
• Include version control strategy for skill mutations

Safety Constraints

• Define skill boundaries (what the agent CANNOT learn)
• Include rollback mechanisms for failed skill acquisitions
• Specify human-in-the-loop checkpoints

The seed file should be in YAML format, production-ready, and include inline comments explaining design decisions.

Context: [Describe your agent use case, target environment, and constraints]