Create, refine, and evaluate AI skills with SKILL.md and baseline comparisons.
npx skills add https://github.com/baotoq/agent-skills --skill skill-creator-baotoq
Please help me install this Agent Skill. Skill: skill-creator Source: https://github.com/baotoq/agent-skills/tree/main/.agents/skills/skill-creator Command: npx skills add https://github.com/baotoq/agent-skills --skill skill-creator-baotoq
This Skill empowers you to create new AI capabilities from scratch, enhance existing ones, and rigorously test their performance, ensuring they meet your exact needs.
SKILL.md, and structuring resources.SKILL.md, create test prompts, run evaluations against a baseline, and iterate on the skill's logic and description until it performs perfectly.Use the skill creator to help me build a new skill that can draft commit messages from git diffs.
High-intent search queries and answers about installing and using this skill.
To build and test AI skills, define the intent in a SKILL.md file, structure resources, create test prompts, and run automated evaluations against a baseline to measure performance and refine logic iteratively.
Iterative refinement for prompt engineering is the process of running evaluations, analyzing qualitative feedback, and adjusting skill definitions and descriptions to improve AI triggering accuracy and overall performance.
Yes, you can benchmark AI skill versions to measure improvements quantitatively by integrating evaluation tools that compare performance differences between current iterations and historical baselines.
You optimize skill descriptions for accurate AI triggering by fine-tuning the text, running tests to see how the AI responds, and applying iterative refinement based on those evaluation results.
No dependencies are required to facilitate the AI skill development lifecycle, as the skill operates independently using internal scripts, references, and assets for creation, testing, and benchmarking.
AI skills not triggering correctly during testing often indicate that the skill description needs optimization, requiring you to run evaluations and apply iterative refinement to the definition for accurate AI matching.
unfinishablemapGenerate a publish-ready article draft from a topic prompt.
UnicomAICreate, test, and refine AI skills defined in SKILL.md files.
teamniteoDevelop, evaluate, and refine custom AI skills with iterative testing and benchmarking.
brandon-fryslieGenerate structured prompts for Claude to analyze text and extract key insights.