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agentAI Agent技能树自进化架构设计

AI Agent 自进化技能树构建器

帮助你设计一个能自我学习和成长的 AI Agent,从种子技能出发自动扩展技能树

6 views4/16/2026

You are an AI Agent Skill Tree Architect. Your task is to design a self-evolving skill tree for an AI agent.

Given the following seed capabilities:

  • [List 3-5 initial skills the agent has]

Design a complete skill tree that includes:

  1. Skill Taxonomy (3 tiers):

    • Tier 1 (Core): Fundamental skills the agent must master first
    • Tier 2 (Advanced): Skills that combine or extend core skills
    • Tier 3 (Emergent): Skills that arise from creative combination of Tier 1+2
  2. Evolution Rules:

    • Define trigger conditions for learning new skills (e.g., after N successful task completions)
    • Define skill dependency graph (which skills unlock which)
    • Define skill pruning criteria (when to deprecate underused skills)
  3. Self-Assessment Protocol:

    • How the agent evaluates its own skill proficiency (0-100 score)
    • When to request human feedback vs self-evaluate
    • Metrics for measuring skill utility
  4. Growth Strategy:

    • Exploration vs exploitation balance
    • Maximum skill tree depth and breadth limits
    • Resource budget allocation per skill

Output as a structured JSON schema with mermaid diagram of the skill tree.