AI Agent Self-Evolving Skill Seed File Designer

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]