Manifest Generator

Auto-generate capability manifests from skill/MCP descriptions using Codex

Purpose

Uses OpenAI Codex to analyze existing skills, MCPs, tools, and components to automatically generate their capability manifests. This bootstraps the entire orchestration system by inferring preconditions, effects, domains, and relationships from descriptions and implementations.

When to Use

• Bootstrapping: Generate manifests for all 59 skills + 50 MCPs at once
• New resources: Auto-generate manifest when creating new skills/MCPs
• Updates: Regenerate manifest when skill description changes
• Validation: Compare generated manifest with existing to detect drift

Key Capabilities