Create, modify, and evaluate AI skills with documentation and benchmarks.
npx skills add https://github.com/aifredoai/sdk --skill skill-creator-aifredoai
Please help me install this Agent Skill. Skill: skill-creator Source: https://github.com/aifredoai/sdk/tree/main/deerflow/skills/public/skill-creator Command: npx skills add https://github.com/aifredoai/sdk --skill skill-creator-aifredoai
This Skill streamlines the entire process of developing and refining AI capabilities, from initial concept to performance optimization, making AI development accessible and efficient.
Use the skill creator to help me build a new skill that can summarize legal documents.
High-intent search queries and answers about installing and using this skill.
To create and optimize AI skills, you need a structured process for defining intent, writing documentation, drafting test cases, and running quantitative benchmarks to evaluate performance and refine triggering accuracy.
Iterative development for AI tools involves repeatedly testing, evaluating, and refining skill descriptions and prompt engineering based on performance metrics and user feedback to achieve better triggering accuracy.
Yes, you can run performance testing and quantitative benchmarks on existing AI skills to evaluate their triggering accuracy, identify areas for modification, and refine their descriptions for better discoverability.
Yes, this AI skill development process is applicable for both novice and experienced developers, guiding users through defining skill intent, structuring documentation, and creating test cases without requiring advanced prerequisite knowledge.
The best way to improve AI skill discoverability is through targeted description optimization, utilizing prompt engineering and evaluation to refine how accurately a skill triggers based on user intent.
When modifying self-contained AI functionalities, limitations may arise if the skill's initial intent is poorly defined or if quantitative benchmarks lack sufficient test cases to accurately evaluate performance.
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