Metal

功能

• Extracts conceptual essence of repositories
• Produces agentskills.io-standard definitions for skills, agents, and teams
• Identifies roles, procedures, and coordination patterns
• Focuses on project's 'what' and 'who', not 'how'
• Supports various output depths and scope limitations

使用场景

• Onboarding to new codebases to understand conceptual architecture
• Bootstrapping agentic systems from existing projects
• Studying organizational DNA for cross-pollination
• Creating skill/agent/team libraries inspired by reference implementations

非目标

• Replicating the project's codebase or implementation details
• Generating executable code or detailed step-by-step instructions for specific tasks
• Analyzing code quality or security vulnerabilities (focus is conceptual essence)

工作流

1. Prospect: Survey repository structure, read self-description, identify project boundary.
2. Assay: Sample representative files, identify conceptual domains, verbs, roles, and flows, classify as essential/accidental.
3. Meditate: Release implementation bias, re-evaluate findings against the Ore Test, abstract to higher levels.
4. Smelt: Classify essential concepts into generalized skills, agents, or teams with descriptive names and one-line descriptions.
5. Heal: Verify extraction quality, check for over/under-extraction, generalization, and balance.
6. Cast: Produce agentskills.io-standard definitions for skills, agents, and teams.
7. Temper: Final validation of count, coverage, independence, and pass/fail the Ore Test on all items.

先决条件

• Path to the repository or project root directory
• Purpose statement for essence extraction
• Optional: Focus domains
• Optional: Output depth and maximum extractions