skill-architect

Design, audit, refactor, and normalize SKILL.md files for enterprise use.

Updated Mar 1, 2026
One-click install
npx skills add https://github.com/painter99/windsurf-prejunior-config --skill skill-architect-painter99
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-architect
Source: https://github.com/painter99/windsurf-prejunior-config/tree/main/skills/skill-architect
Command: npx skills add https://github.com/painter99/windsurf-prejunior-config --skill skill-architect-painter99

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill streamlines the creation, validation, and maintenance of AI skill definitions (SKILL.md files), ensuring they are robust, secure, and discoverable for enterprise use.

Core Features & Use Cases

  • Skill Creation: Generates production-ready SKILL.md files from basic descriptions or workflows.
  • Skill Auditing: Analyzes existing skills for safety, scope, and contract adherence, providing detailed reports.
  • Skill Refactoring/Normalization: Improves flawed skills or standardizes them to an enterprise template while preserving functionality.
  • Use Case: A team needs to onboard a new AI capability for summarizing technical documents. Use Skill Architect to generate a well-defined SKILL.md that ensures consistent output and adheres to security protocols.

Quick Start

Use the skill architect to create a new SKILL.md file for summarizing user feedback.

Frequently Asked Questions about skill-architect

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I create a production-ready SKILL.md file from a basic description?

You can generate a production-ready SKILL.md by providing a basic description or workflow, which produces a structured skill specification with deterministic output contracts and enterprise-grade discoverability.

What is SKILL.md auditing and how does it improve AI governance?

SKILL.md auditing analyzes existing files for safety, scope, and contract adherence, generating detailed reports that improve AI governance and ensure prompt-injection resistance.

How do I normalize an existing AI skill to meet enterprise standards?

You normalize an AI skill by refactoring flawed or non-standard files into an enterprise template, preserving original functionality while enhancing structure, safety, and reliability.

Can I use skill architect for onboarding new AI capabilities securely?

Yes, you can onboard new AI capabilities securely by generating well-defined SKILL.md files that ensure consistent output and strict adherence to security protocols.

What's the best way to ensure prompt-injection resistance in AI skills?

The best way to ensure prompt-injection resistance is to design and audit SKILL.md files with enterprise-grade safety protocols, transforming raw ideas into secure, deployment-ready specifications.