Skill Creator
by Shippers
The "Skill for building Skills": Automate creating, testing, and optimisation of custom workflows.
Free
Works with the AI tools you already use
See it in action
You say
I need a skill to review my code for performance issues using our style guide. Help me build and test the SKILL.md file.
Your agent does
skill-review/ ├── SKILL.md (Optimized trigger: "Review these changes for perf...") └── references/ └── style-guide.md
Test Bench:
- "Audit my last commit" -> SUCCESS (Triggers)
- "Write a new feature" -> SUCCESS (Ignored)
Risk: May over-trigger on general refactor requests.
About this skill
What it does
Skill Creator is a meta-utility designed to automate the development, testing, and optimization of Claude Code SKILL.md files. It streamlines the entire lifecycle of a skill—from capturing user intent and drafting instructions to rigorous benchmarking and trigger optimization. Instead of guessing how to make your agent respond to specific workflows, this skill provides a structured framework to ensure your custom skills load reliably and perform exactly as expected.
Problem it solves
Custom skills often fail because their trigger descriptions are too narrow, causing them to remain dormant, or too broad, causing them to interfere with unrelated tasks. Manual skill writing is also tedious and prone to formatting errors. Skill Creator eliminates the trial-and-error by applying proven patterns for activation and providing a built-in "test loop" to validate your workflows before you rely on them.
Supported Tools
- Claude Code (Standard SKILL.md format)
- Cursor and local context-driven agents
- Local file system integration for skill deployment
Why use this skill?
Unlike basic prompting, Skill Creator understands the specific architecture of Claude's skill system. It knows how to balance "pushy" trigger descriptions with hard exclusion rules, ensuring your agent recognizes your custom commands 100% of the time. It produces production-ready YAML and Markdown files that are optimized for model context windows.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
Reviews
112 people have installed this skill.
More reviews for Shippers5.0(2)
Feedback buyers left on other skills by the same creator.
Trust & safety
Security scanned
Verified clean 4 months ago
- Free to download with an account
Frequently Asked Questions
Popular in AI Agents & LLM Ops

AI Coding Prompt Refiner for Better Developer Results
Transforms vague coding requests into precise, scoped, testable, AI-ready prompts for Cursor, Claude Code, Codex CLI, Replit, and other coding agents.
agentic-workflow
A risk-aware, evidence-based engineering lifecycle protocol for robust agentic task execution and safety.
instruction-layer-auditor
Audit and de-conflict complex agent instruction stacks to fix inconsistent behavior and logic bloat.
ai-coding-checklist
A 5-gate pre-flight audit to ensure your AI agent has the context, scope, and safety boundaries needed to code successfully.