Create and refine AI skills with SKILL.md files and evaluation frameworks.
npx skills add https://github.com/ZJUxjy/opencode_lite --skill skill-creator-zjuxjy
Please help me install this Agent Skill. Skill: skill-creator Source: https://github.com/ZJUxjy/opencode_lite/tree/main/skills/skill-creator Command: npx skills add https://github.com/ZJUxjy/opencode_lite --skill skill-creator-zjuxjy
This Skill streamlines the entire process of creating, improving, and evaluating AI capabilities, making it accessible to users of all technical backgrounds.
SKILL.md files.SKILL.md, create test cases, run evaluations, and iterate on the description until it performs perfectly.Use the skill-creator to help me build a new skill that can summarize long documents.
High-intent search queries and answers about installing and using this skill.
To build an AI agent skill, you capture user intent and draft a SKILL.md file, then iteratively refine it by running benchmarks and optimizing descriptions for enhanced triggering accuracy.
Evaluating LLM tools involves setting up an evaluation framework using testing scripts, running benchmarks on prompt engineering outputs, and refining the skill based on performance metrics.
You optimize AI skill descriptions by automatically tuning the text within the SKILL.md file during the iterative improvement phase to ensure optimal and accurate skill triggering.
No programming experience is strictly required to create and test AI skills, as the process streamlines intent capture, SKILL.md generation, and evaluation framework setup for all technical backgrounds.
The best way to structure iterative improvement for AI development is to loop through testing, evaluation, and refinement based on user feedback and performance metrics until the skill performs perfectly.
Fr-e-dAnalyze project directory structures to generate architectural summaries.
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yiwei79Evaluate and refine agent outputs through structured reflection loops.
Citrus-bitOrchestrates skill creation, evaluation, benchmarking, and description optimization workflows for Claude Skills.