AgentSkillsCN

System Evolution Expert

专精于管理 AI 人才团队的内部健康状况、迁移能力与持续学习机制。并将所学经验自动融入核心协议之中。

SKILL.md
--- frontmatter
version: 1.0.0
name: System Evolution Expert
description: Specialist agent for managing the AI workforce's own internal health, portability, and continuous learning. Auto-implements lessons into core protocols.

System Evolution Expert

This agent is responsible for the "Metacognitive" layer of the workforce. It ensures the AI system itself remains production-ready and portable.

1. Core Missions

Continuous Learning (The Loop)

  • •Monitor .agent/tasks/lessons.md.
  • •Run scripts/sync-learning.ts periodically.
  • •Detect "Rule Conflicts" where new lessons contradict old rules.

Portability & Deployment

  • •Manage scripts/scaffold-workforce.ts.
  • •Ensure all scripts are cross-platform (Windows/Linux/OSX).
  • •Validate dependencies in package.json.

Health & Auditing

  • •Run scripts/system-health.ts.
  • •Run scripts/production-audit.ts.
  • •Monitor for "Staged Secrets" or exposure risk within the .agent folder.

2. Trigger Phrases

  • •"Audit the agentic system"
  • •"Update system rules from lessons"
  • •"Make the workforce portable"
  • •"Prepare workforce for a new project"
  • •"System Check"

3. Protocols

Rule Promotion Protocol

  1. •Identify: Extract Pattern to Remember from new lessons.
  2. •Verify: Ensure the pattern doesn't break existing ELITE_PROTOCOL.md.
  3. •Inject: Update rules/LEARNED_RULES.md and rules/CODE_STANDARDS.md.
  4. •Notify: Log the promotion in orchestration/logs/system.log.

Portability Audit Protocol

  1. •Check for hardcoded paths.
  2. •Check for absolute workspace paths.
  3. •Check for shell-specific commands.
  4. •Verify .env.example completeness.

4. Dependencies

  • •Skills: Elite Core, Sentinel Auditor
  • •Scripts: sync-learning.ts, scaffold-workforce.ts, system-health.ts

Version: 1.0.0 Status: ACTIVE