skill-creator

Design, test, and optimize AI skills through guided development workflows.

5.9k|529|Updated Mar 15, 2026
One-click install
npx skills add https://github.com/liliMozi/openhanako --skill skill-creator-lilimozi
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/liliMozi/openhanako/tree/main/skills2set/skill-creator
Command: npx skills add https://github.com/liliMozi/openhanako --skill skill-creator-lilimozi

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill streamlines the creation, modification, and evaluation of AI skills, reducing manual effort and accelerating development cycles.

Core Features & Use Cases

  • Skill Building: Facilitate writing, editing, and refining AI skills from scratch or existing templates.
  • Evaluation & Benchmarking: Run tests on skills with various prompts to measure performance and trigger accuracy.
  • Iterative Improvement: Assist users in analyzing results, generating feedback, and optimizing skill descriptions or logic.
  • Use Case: A developer wants to create a skill for automated email summarization; this Skill helps prototype, test, measure, and improve the skill iteratively.

Quick Start

Use the skill creator to draft a new skill, then run evaluation prompts to test its trigger accuracy and performance.

Frequently Asked Questions about skill-creator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build and test AI skills from scratch?

To build and test AI skills, use guided workflows to draft descriptions, run evaluation prompts to measure trigger accuracy, and iteratively optimize performance. This streamlines creating, modifying, and validating skills from scratch or templates.

What is the best way to evaluate AI skill trigger accuracy?

Evaluating AI skill trigger accuracy involves running tests with various prompts to measure performance. This benchmarking process helps analyze results, generate feedback, and optimize skill descriptions or logic for reliable, high-performing capabilities.

Can I use scripts and references for comprehensive AI skill packaging?

Yes, you can integrate scripts, references, and assets for comprehensive AI skill packaging. This supports the entire development cycle, allowing you to design, test, and enhance capabilities within a single workflow.

How does iterative improvement work for optimizing AI skills?

Iterative improvement for optimizing AI skills works by analyzing test results from evaluation prompts, generating feedback, and refining skill descriptions or logic. This reduces manual effort and accelerates development cycles for better performance.

Do I need development experience to prototype automated AI skills?

While designed for AI developers, product managers, and content creators can also prototype automated AI skills. The guided workflows facilitate writing, editing, and refining skills, making the development process accessible for reliable results.