Create and refine AI skills with SKILL.md, tests, and evaluations.
npx skills add https://github.com/shekohex/dotai --skill skill-creator-shekohex
Please help me install this Agent Skill. Skill: skill-creator Source: https://github.com/shekohex/dotai/tree/main/skills/skill-creator Command: npx skills add https://github.com/shekohex/dotai --skill skill-creator-shekohex
This Skill streamlines the entire lifecycle of creating and improving AI skills, from initial concept to performance optimization and deployment.
SKILL.md with best practices.SKILL.md, create test cases, run evaluations against baseline performance, analyze the results, and iterate on the skill's logic and description until it's highly effective.Use the skill-creator to start building a new skill for summarizing meeting notes.
High-intent search queries and answers about installing and using this skill.
AI skill development involves structured workflows for capturing user intent, defining behavior, generating test cases, and running evaluations against baselines. This process guides you through drafting SKILL.md files and iterating on logic.
Description optimization for LLM skills requires running an evaluation loop that analyzes benchmark results and iteratively refines the text. This ensures optimal triggering accuracy when the AI skill is invoked.
Evaluating AI skill performance against a baseline involves generating specific test cases, running evaluations, and analyzing the benchmark results. This allows you to measure improvements and refine skill behavior iteratively.
Yes, prompt engineering facilitates iterative improvement of existing AI skills through testing, evaluation, and refinement based on user feedback and performance metrics.
No specific frameworks are required to start AI skill development. The process focuses on defining intent, interviewing for edge cases, and writing SKILL.md files using best practices without external dependencies.
xurenluCreates and iteratively improves AI skills with SKILL.md and test cases.
oguzhanguvenkayaOrchestrate end-to-end creation and optimization of Claude skills with evaluation loops and benchmarking.
nathankoerschnerCreate and refine AI skills with SKILL.md and automated evaluations.
mneves75Apply Test-Driven Development to create and test AI skills.