Prompt Library Builder Claude Skill — AI Prompt Template System

Build, version, tag, and govern an internal prompt library that scales across your team. Stop pasting prompts in Slack. Stop losing the good ones. Start treating prompts like product.

What this Claude Skill does

• Standardize how prompts are documented, tagged, and version-controlled
• Build a taxonomy that lets your team find the right prompt in seconds
• Set governance rules so prompts get reviewed before production use
• Architect a system that scales from 10 prompts to 1,000+ without chaos

Built for

• AI ops leaders building internal prompt infrastructure
• Founders treating AI as a core competency, not a side experiment
• Agencies productizing prompt assets across clients

What's inside

• SKILL.md — the full skill file with frontmatter, methodology, phases, examples, anti-patterns, and recovery
• Step-by-step phases Claude follows to produce a senior-level output every time
• Worked examples with realistic detail you can adapt to your situation
• Anti-patterns + recovery playbook so the work survives edge cases
• Delivery file tree so outputs land organized for you or your client

How a Claude Skill works

This is a Claude Skill — a single SKILL.md file Claude reads as instructions for a specific kind of work. Drop it in your Claude Project, your /mnt/skills/user/ folder, or wherever Claude can read it. Claude triggers the skill automatically when your prompt matches its description, then follows the methodology end to end.

Author

Built by Ukiyo Productions — a strategy-led branding and growth agency. Part of a 100+ skill marketplace built for founders, operators, consultants, and agencies.