What problem does it solve? Maintaining a library of AI-agent skills requires consistent structure, discovery metadata, and registration across multiple indexes and manifests; this Skill defines the full lifecycle so skills stay discoverable by Cursor, Claude Code, Copilot, Codex, and other file-capable agents. ## Core Features & Use Cases - Skill Lifecycle Guidance: Rules for creating, updating, splitting, and retiring skills, including required sections (Quick Rules, DO NOT, Entry Conditions, Examples, Validation Checks) and YAML frontmatter constraints. - Registration Checklists: Step-by-step updates for .cursor/skills/README.md, AGENTS.md, .claude/skill-manifest.yml, native discovery symlinks, and Cursor rules. - Validation Workflow: Commands such as python scripts/ai/analyze_agent_tooling.py check and skill_manifest.py --check to gate metadata, links, and byte ceilings before commit. - Use Case: When adding a new skill for pricing waterfall authoring, follow this Skill to create the entry point, register it in all indexes, add symlinks, and run the validation checks in one change. ## Quick Start Ask the agent to read the skill-authoring SKILL.md and create a new skill with proper frontmatter, registration, and validation checks.