writing-skills

What problem does it solve?

Creating effective AI skills requires more than just writing instructions; they must be robust against misinterpretation and rationalization by agents, especially under pressure. This skill applies Test-Driven Development (TDD) to process documentation, guiding you through writing, testing with subagents, and iterating until your skills are bulletproof, ensuring reliable and compliant AI behavior.

Core Features & Use Cases

• TDD for Skill Creation: Uses RED-GREEN-REFACTOR to develop and test new or edited skills.
• Pressure Scenario Testing: Guides creating realistic scenarios to test skill compliance and identify rationalizations.
• Bulletproofing Techniques: Provides methods to explicitly close loopholes and counter common agent excuses.
• CSO (Claude Search Optimization): Optimizes skill descriptions and content for effective discovery by Claude.
• Use Case: When developing a new AI skill, use this skill to systematically write, test, and refine it, ensuring it's clear, effective, and reliably guides AI behavior in all scenarios.

Quick Start

Use the writing-skills skill to create a new skill for 'advanced-data-analysis'.