Guide AI skill creation with a RED-GREEN-REFACTOR testing cycle.
npx skills add https://github.com/riddopic/cc-tools --skill writing-skills-riddopic
Please help me install this Agent Skill. Skill: writing-skills Source: https://github.com/riddopic/cc-tools/tree/main/.claude/skills/writing-skills Command: npx skills add https://github.com/riddopic/cc-tools --skill writing-skills-riddopic
This Skill provides a rigorous framework for creating and refining AI skills, ensuring they are effective, robust, and adhere to best practices by applying Test-Driven Development (TDD) principles to documentation.
Use the writing-skills skill to create a new skill by following the TDD process.
High-intent search queries and answers about installing and using this skill.
To use TDD for AI agent skills, you create failure scenarios without the skill (RED), write documentation to pass them (GREEN), and refactor to close loopholes (REFACTOR).
AI agents bypass skill documentation by rationalizing instructions under pressures like time, sunk cost, or authority. You can fix this by applying pressure testing and explicit counter-measures to close those loopholes.
The Red-Green-Refactor cycle for skill development is a TDD methodology where you document failure scenarios (RED), write instructions to address them (GREEN), and test against new rationalizations to ensure compliance (REFACTOR).
You pressure test an AI agent by creating realistic scenarios with multiple pressures like time constraints, sunk costs, and authority figures to evaluate if the agent rationalizes bypassing its skill instructions.
Rationalization countermeasures in AI skills are methods to identify and close loopholes where agents might justify bypassing instructions, enforced through iterative refactoring and explicit documentation rules.
Yes, you can apply Test-Driven Development to AI documentation by treating instructions as code, writing tests for agent failures first, and refining the text through a Red-Green-Refactor cycle to ensure robust compliance.
LerianStudioRun baseline failure scenarios to validate skill behavior with RED-GREEN-REFACTOR workflows.
darkmatterCreate and refine SKILL.md documentation with YAML frontmatter for agent workflows.
web3br1Review code for consistency and standards adherence in CI/CD pipelines.
ssiumhaGuide developers through the RED-GREEN-REFACTOR TDD cycle.
