Creates and iteratively improves AI skills with quantitative benchmarking.
npx skills add https://github.com/openakita/openakita --skill skill-creator-openakita
Please help me install this Agent Skill. Skill: skill-creator Source: https://github.com/openakita/openakita/tree/main/skills/skill-creator Command: npx skills add https://github.com/openakita/openakita --skill skill-creator-openakita
This Skill streamlines the entire process of creating new AI skills, from initial concept to iterative improvement and performance optimization, making AI development more accessible and efficient.
SKILL.md, and structuring skill resources.SKILL.md, set up test cases, run evaluations against a baseline, analyze the results, and iterate on the skill's logic and description until it performs optimally.Use the skill creator to help me build a new skill that can automatically generate commit messages from code changes.
High-intent search queries and answers about installing and using this skill.
To build an AI agent skill, define the skill intent, draft the SKILL.md content, structure bundled resources, and execute rigorous evaluation loops with quantitative benchmarking for iterative refinement and performance optimization.
Evaluating LLM prompt performance involves executing rigorous evaluation loops that combine quantitative benchmarking against a baseline with qualitative feedback mechanisms to analyze results and iterate on skill logic.
Improve AI triggering accuracy through description optimization, which enhances skill discoverability by executing automated prompt-based testing and analysis on the skill descriptions.
Iterative improvement of an LLM skill requires setting up test cases, running evaluations against a baseline, analyzing performance metrics, and refining the skill's logic and description until it performs optimally.
No external dependencies are required to structure bundled resources for AI skill creation; the process relies on internal components like scripts, references, and assets to define and bundle the skill.
yasuwrldhyperCreate and refine AI skills with SKILL.md metadata and benchmark testing.
guanyangCreate, modify, and evaluate AI skills with testing and benchmarking.
LortunateDesign and validate Claude skills with SKILL.md and evaluation loops.
devCharuzuDesign prompts and evaluation frameworks for LLM workflows.