How does this skill prevent AI rationalization?

By running 'pressure scenarios' with subagents, it identifies where Claude might make excuses to avoid following instructions and adds explicit counters to the SKILL.md file.

What is TDD in the context of Claude Code skills?

TDD for skills treats documentation like code, requiring a failing test case (where the agent fails a task) before writing the directive to fix it, ensuring every instruction has a proven purpose.

When should I create a new skill versus using CLAUDE.md?

Create a skill for broadly applicable patterns, techniques, or references used across projects. Use CLAUDE.md for conventions specific to a single repository.

What is the RED-GREEN-REFACTOR cycle for skills?

RED: Run scenarios without the skill to see failures. GREEN: Write the minimal skill to pass the test. REFACTOR: Close loopholes and optimize for token efficiency.

Skill Creation TDD Framework

Name: Skill Creation TDD Framework
Author: ed3dai

byed3dai

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学習とドキュメンテーション

Applies Test-Driven Development principles to the creation and validation of Claude Code skills through subagent testing.

This skill provides a rigorous framework for developing high-quality Claude Code skills by treating process documentation like production code. It enforces a strict RED-GREEN-REFACTOR cycle where developers must first document baseline agent failures under pressure before writing the skill. By testing directives against subagents to identify and block rationalizations, it ensures that every skill is bulletproof, token-efficient, and proven effective before deployment.

主な機能

015 GitHub stars

02Provides a standardized SKILL.md template for consistent documentation

03Uses pressure scenarios to identify and block agent rationalization patterns

04Implements a RED-GREEN-REFACTOR cycle for process documentation

05Enforces mandatory subagent validation to prove skill efficacy

06Categorizes skills into techniques, patterns, and references for better organization

ユースケース

01Auditing existing skills to identify logic loopholes and improve reliability

02Standardizing the creation of custom coding directives for team-wide use

03Developing complex AI workflows that require high adherence to specific constraints

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ed3dai/ed3d-plugins-testing writing-skills

For use in Claude.ai and ChatGPT

Download Skill