TechAIWritingSkills

Guide AI skill creation with the RED-GREEN-REFACTOR cycle.

1|Updated Feb 6, 2026

Search Tags:#skill development #testing #tdd #documentation #refactoring #ai skills

Ready to run

npx skills add https://github.com/pagopa/cloud-strategy.github --skill techaiwritingskills

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: TechAIWritingSkills
Source: https://github.com/pagopa/cloud-strategy.github/tree/main/.github/skills/tech-ai-writing-skills
Command: npx skills add https://github.com/pagopa/cloud-strategy.github --skill techaiwritingskills

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides a rigorous, test-driven framework for creating, editing, and verifying AI skills, ensuring they are robust, compliant, and discoverable.

Core Features & Use Cases

TDD for Skills: Applies the RED-GREEN-REFACTOR cycle to skill documentation.
Pressure Testing: Develops scenarios to test skill compliance under realistic constraints.
Rationalization Countermeasures: Identifies and closes loopholes agents use to bypass rules.
Use Case: When developing a new skill for code review, use this framework to write pressure scenarios that simulate tight deadlines and incomplete information, ensuring the skill guides the AI to perform thorough reviews even under stress.

Quick Start

Follow the RED-GREEN-REFACTOR cycle to create a new skill.

Frequently Asked Questions about TechAIWritingSkills

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

FAQPage Schema

How do I use TDD to create and verify AI skills?▼

To use TDD for AI skills, apply the RED-GREEN-REFACTOR cycle to skill authoring, writing pressure scenarios first to define expected behavior, then refining documentation to pass those tests while closing rationalization loopholes.

What is the best way to prevent an AI agent from bypassing skill rules?▼

The best way to prevent an AI from bypassing skill rules is to apply rationalization countermeasures, which identify and close loopholes agents use to skip constraints during pressure testing under realistic scenarios.

How does the RED-GREEN-REFACTOR cycle apply to skill documentation?▼

The RED-GREEN-REFACTOR cycle applies to skill documentation by first writing failing pressure tests for expected constraints, refining the skill instructions to pass compliance, and refactoring the documentation for discoverability and robustness.

Can I test AI skill compliance under tight deadlines and incomplete information?▼

Yes, you can test AI skill compliance under tight deadlines and incomplete information by developing specific pressure scenarios that simulate these stressful constraints, ensuring the skill guides the agent to perform thoroughly.

When do I need test-driven development for skill authoring?▼

You need test-driven development for skill authoring when creating robust, compliant, and discoverable process documentation that must withstand realistic pressure scenarios and resist agent rationalization during execution.

Why does my AI skill fail to perform thorough reviews under stress?▼

Your AI skill may fail under stress if it lacks rigorous pressure testing and rationalization countermeasures, allowing the agent to exploit loopholes when facing tight deadlines or incomplete information.