skill-creator

Create, improve, and optimize Claude skills through user interaction.

4|Updated Mar 29, 2026
One-click install
npx skills add https://github.com/syusama/deer-flow-wechat --skill skill-creator-syusama
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/syusama/deer-flow-wechat/tree/main/deer-flow/skills/public/skill-creator
Command: npx skills add https://github.com/syusama/deer-flow-wechat --skill skill-creator-syusama

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps users create new skills from scratch, modify and improve existing skills, and measure skill performance.

Core Features & Use Cases

  • Skill Creation: Draft and define new skills with specific triggers, outputs, and descriptions.
  • Skill Improvement: Run evaluations, benchmark performance, and optimize skill descriptions for better triggering accuracy.
  • Use Case: Imagine you want to create a skill that generates reports from data. Use this Skill to define the skill's parameters, run test cases, get feedback, and iteratively improve the skill until it meets your requirements.

Quick Start

Use the skill-creator skill to create a new skill for generating reports from data. Start by describing the skill's purpose and expected outputs, then run test cases and provide feedback based on the results.

Frequently Asked Questions about skill-creator

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

FAQPage Schema
How do I create and optimize skills for Claude?

To create and optimize skills for Claude, define the skill's purpose, parameters, and expected outputs, then use AI assistance to run test cases and iteratively improve triggering accuracy.

What is the best way to improve an existing AI skill's triggering accuracy?

The best way to improve an existing AI skill's triggering accuracy is to run evaluations, benchmark performance, and optimize skill descriptions based on iterative test feedback.

Can I use workflow automation to test newly created AI skills?

Yes, you can use workflow automation to test newly created AI skills by defining specific triggers and outputs, running test cases, and providing feedback based on the results.

Do I need a detailed understanding of skill structure to create AI assistance workflows?

Yes, creating AI assistance workflows requires a detailed understanding of skill structure and interaction with Claude's APIs to successfully draft, define, and modify skills.

Why does my newly created skill fail to trigger correctly during workflow automation?

If a newly created skill fails to trigger correctly during workflow automation, you should run evaluations to benchmark performance and optimize the skill descriptions for better accuracy.

Does skill creation support modifying parameters for specific data report generation?

Yes, skill creation supports modifying parameters for data report generation by allowing you to define the skill's specific triggers, outputs, and descriptions through user interaction.