skill scaffold
Generate submission-ready AI agent skill skeletons with valid frontmatter, mandatory sections, and script stubs.
Free
Works with the AI tools you already use
See it in action
You say
Scaffold a new skill called 'Log Analyzer' that summarizes system errors when a user uploads a .log file. Use Python for the script.
Your agent does
Created directory ./log-analyzer Generated SKILL.md with valid frontmatter Generated README.md Generated scripts/main.py (Python stub) Warning: Description is a bit short (12 words). Aim for 20-40 words for better agent matching.
About this skill
The problem
Starting a new skill from a blank file often leads to avoidable rejections. Small mistakes in frontmatter, weak descriptions that agents can't match, or missing mandatory sections like "Safety" waste development cycles on bureaucracy instead of logic.
What it does
- Generates a complete repo skeleton including SKILL.md, README.md, and a script stub.
- Automates kebab-case frontmatter normalization and enforces agent-friendly description lengths.
- Injects mandatory marketplace sections including When-to-use, What-it-does, and Safety with TODO markers.
- Validates existing skills using the --check flag to identify potential soft-rejections before submission.
Frameworks & tools
Supports Python, Node.js, and Shell script stubs. Compatible with any environment running Python 3 for the scaffold CLI.
Why this beats prompting it yourself
Generic LLMs often hallucinate frontmatter formats or omit the specific structural requirements reviewers look for. This tool uses a deterministic script to ensure your base package is 100% compliant, so you only have to focus on the core agent logic.
Use cases
- Bootstrapping a new AI agent skill from a one-line concept.
- Auditing an existing SKILL.md for metadata compliance and trigger clarity.
- Creating standardized boilerplate for a library of internal skills.
- Quickly generating language-specific script stubs for Python or Node components.
Known limitations
This tool creates the skeleton only. It does not write the actual logic or fill in the TODO markers for your specific implementation.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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