skills.rest
arrowInkneeeee
arrowInkneeeeeCOMMUNITY
Explore all skills by this author →
GitHub

skill-tester

Automate skill testing with the RED-GREEN-REFACTOR framework.

1|Updated May 15, 2026
Search Tags:#skill development#machine learning#skill testing#RED-GREEN-REFACTOR#model behavior
One-click install
npx skills add https://github.com/arrowInkneeeee/AikSteinsGrimoire --skill skill-tester-arrowinkneeeee
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-tester
Source: https://github.com/arrowInkneeeee/AikSteinsGrimoire/tree/main/aik-skills-lab/skill-tester
Command: npx skills add https://github.com/arrowInkneeeee/AikSteinsGrimoire --skill skill-tester-arrowinkneeeee

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires sklearn, numpy, pandas, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps automate the testing of skills to ensure they effectively constrain model behavior, using the RED-GREEN-REFACTOR framework for iterative improvement.

Core Features & Use Cases

  • RED phase: Expose model violations without skills.
  • GREEN phase: Verify that the skill prevents violations.
  • REFACTOR phase: Refine instructions to block vulnerabilities.
  • Use Case: When developing or reviewing skills, use this Skill to validate their functionality and ensure they meet quality standards.

Quick Start

Activate the skill-tester and provide it with the following command: test-skill <skill-name> <test-scenario>

For example, to test the code-style-reviewer skill, you would use: test-skill code-style-reviewer "code-style-test-scenario"

Frequently Asked Questions about skill-tester

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

FAQPage Schema
How do I automate skill testing to constrain model behavior?▼

Automate skill testing using the RED-GREEN-REFACTOR framework to iteratively improve instructions. RED exposes model violations, GREEN verifies the skill prevents them, and REFACTOR refines instructions to block vulnerabilities.

What is the RED-GREEN-REFACTOR framework for machine learning model behavior?▼

The RED-GREEN-REFACTOR framework is an iterative skill testing process. RED exposes model violations without skills, GREEN verifies the skill prevents those violations, and REFACTOR refines instructions to block vulnerabilities.

How do I test a skill using the RED-GREEN-REFACTOR framework?▼

To test a skill, activate the tester and run `test-skill <skill-name> <test-scenario>`. For example, use `test-skill code-style-reviewer "code-style-test-scenario"` to validate functionality and ensure quality standards.

Do I need Python libraries like sklearn and pandas for skill testing?▼

Yes, skill testing requires Python libraries like sklearn, numpy, and pandas for machine learning tasks and data manipulation. These dependencies are necessary to execute the automated testing and validate model behavior.

When should I use automated skill testing during skill development?▼

Use automated skill testing when developing or reviewing skills to validate their functionality and ensure they meet quality standards. It is suitable for skill development and library maintenance to constrain model behavior effectively.

Related Skills

Explore More Software Engineering Skills→
OlixIgnaciousOlixIgnacious
1

kaggle-adversarial-validation

Detect train/test distribution shift in Kaggle competitions using adversarial classifiers.

Community
Advanced
vnmoorthyvnmoorthy
2

canary

Monitor live apps for console errors and performance regressions post-deploy.

Community
Advanced
bolnetbolnet

prospect-scoring

Train machine learning classifiers on CRM data to score prospects and rank deal pipelines.

Community
Advanced
J-PsterJ-Pster
291

test-driven-development

Guide red-green-refactor cycles for opt-in test-driven development.

Community
Basic