ai skill builder complete kit
by nowrich
Standardize AI skill development with production-ready 5-file bundles, automated validation, and token management.
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Works with the AI tools you already use
See it in action
You say
Turn my idea for a Python security auditor into a complete skill bundle. It needs to check for hardcoded secrets and SQL injection.
Your agent does
I've generated the 5-file bundle for 'Python Security Auditor'.
- SKILL.md: Activation on .py files, rules for secret detection.
- scripts/validator.sh: Logic to verify output format.
- references/templates.md: 3 examples of vulnerable vs clean code. Total Quality Score: 7/8. Ready for ZIP.
What you get
About this skill
The problem
Vague AI assistant ideas often fail because they lack clear activation triggers, domain constraints, and structured examples. Manually building production-ready skill bundles requires repetitive boilerplate and constant token-budget management.
What it does
- Generates a standardized 5-file skill bundle including SKILL.md, README.md, and quality gates.
- Enforces token-aware architecture with automatic size limits for each component.
- Creates a self-contained validation script to check syntax and rule compliance.
- Produces deployment-ready ZIP structures formatted for marketplace listing systems.
- Incorporates example-based learning with mandatory input/output pairs for reliability.
Why this beats prompting it yourself
Standard prompts result in loose, unvalidated instructions that drift over time. This skill enforces a strict structural contract and quality gate scoring system, ensuring every skill you build is modular, testable, and marketplace-ready.
Use cases
- Convert rough prompt concepts into versioned, deployable AI skill packages.
- Standardize internal AI tools across a development team with unified manifests.
- Prepare AI skills for commercial sale with proper metadata and validation logic.
- Audit existing prompts by mapping them to structured domain rules and quality gates.
Known limitations
Not intended for single-prompt tweaks or debugging existing stable skills. Requires manual execution of the generated validator script for final quality scores.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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