skill-improve
CommunityTransform shallow skills into deep expertise.
Software Engineering#skill development#refinement#validation#ai quality#automation improvement#decision trees#primary sources
Authorlnittman
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Generic or underdeveloped AI skills often fail to provide actionable guidance, leading to frustration and wasted time. This skill provides a structured, evidence-based process to enhance their quality and utility.
Core Features & Use Cases
- Self-Evaluation Rubric: Rate skills on criteria like decision trees, concrete values, and primary source grounding to pinpoint weaknesses.
- Primary Source Research: Guide the AI to read actual source code and documentation for precise, actionable data, moving beyond summaries.
- Structured Rewriting: Apply best practices for skill structure, including actionable decision trees and documented anti-patterns.
- Dual Validation: Ensure improvements with both
consult-deepAI review and the creation of a validating artifact, proving real-world effectiveness.
Quick Start
Improve the 'consult-light' skill by adding more concrete values and a clearer decision tree for model selection.
Dependency Matrix
Required Modules
codexcursor-agentmcp__Ref__ref_search_documentationWebFetch
Components
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: skill-improve Download link: https://github.com/lnittman/skills/archive/main.zip#skill-improve Please download this .zip file, extract it, and install it in the .claude/skills/ directory.