Create, refine, and benchmark custom AI skills with Python-based test cases.
npx skills add https://github.com/KunCheng-He/kk-ai --skill skill-creator-kuncheng-he
Please help me install this Agent Skill. Skill: skill-creator Source: https://github.com/KunCheng-He/kk-ai/tree/main/skills/common/skill-creator Command: npx skills add https://github.com/KunCheng-He/kk-ai --skill skill-creator-kuncheng-he
This skill streamlines the entire lifecycle of AI skill development, from initial intent capture and drafting to rigorous quantitative evaluation and triggering optimization.
Use the skill-creator to help me draft a new skill for automating my weekly project status report generation.
High-intent search queries and answers about installing and using this skill.
AI agent triggering descriptions are optimized automatically through iterative loops that refine skill instructions based on quantitative benchmarking against defined test cases, ensuring accurate skill invocation for relevant tasks.
Quantitative benchmarking of custom AI skills is achieved by automating test case creation, executing baseline comparisons, and aggregating performance metrics to ensure reliability and evaluate real-world skill performance.
An iterative development loop for prompt engineering is set up by defining test cases, drafting skill instructions, running comparative evaluations, and refining triggers within a Python-based execution environment managing subagent workflows.
A Python execution environment is required to manage subagent workflows, execute grading scripts, and aggregate benchmark data for the end-to-end creation and automated optimization of custom AI skills.
Custom coding assistants can be tested against challenging prompts by defining specific test cases, running comparative evaluations, and using automated grading scripts to measure performance and refine skill instructions.
Custom AI skills trigger for irrelevant tasks when triggering descriptions lack optimization, an issue resolved by running automated optimization loops that refine descriptions based on quantitative benchmarking data.
phuhao00Develop, test, and optimize custom AI skills with Python-based benchmarking.
Moliboy5000Create AI skills with SKILL.md files and automated testing.
Nuwanda04Analyze prompts, evaluate RAG systems, and design agentic workflows.
iani-kuliDraft, test, and benchmark custom AI skills with automated subagent workflows.
