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daxiangnaoyang
daxiangnaoyangCOMMUNITY
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skill-creator

Create Claude Code skills with SKILL.md frontmatter, body, and packaging-ready directory layout.

1|Updated Mar 26, 2026
Search Tags:#validation#cli#evaluation#packaging#iteration#skill-creation#prompt-engineering
One-click install
npx skills add https://github.com/daxiangnaoyang/lobster-bot --skill skill-creator-daxiangnaoyang
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/daxiangnaoyang/lobster-bot/tree/main/skills/skills/skill-creator
Command: npx skills add https://github.com/daxiangnaoyang/lobster-bot --skill skill-creator-daxiangnaoyang

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Create and iteratively improve Claude Code skills to help users turn ideas into effective, runnable skill units with clear frontmatter, documentation, and test/eval tooling.

Core Features & Use Cases

  • End-to-end skill scaffolding: Define SKILL.md with name and description, plus a body that guides activation and usage.
  • Eval-oriented workflow: Includes evals, evaluation scripts, and benchmarking helpers to iterate efficiently.
  • Packaging and distribution: Supports packaging into .skill files with dependencies, references, and assets for deployment.
  • Lifecyle tooling: Scripts for running evals, aggregating benchmarks, and improving descriptions.

Quick Start

Draft a new skill, then run the evaluation loop to iterate and improve.

Frequently Asked Questions about skill-creator

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

FAQPage Schema
How do I create a Claude Code skill from scratch?▼

To create a Claude Code skill, define the SKILL.md frontmatter with a name and description, then add a body specifying usage and activation. Include optional scripts, references, and assets for validation and packaging to get a structured, deployment-ready skill directory.

What is the best way to iterate on prompt engineering and evaluate skill performance?▼

The best way to iterate on prompt engineering is to use an eval-oriented workflow. Run evaluation scripts and benchmarking helpers to test your skill, aggregate results, and refine the description and body for optimal performance.

How do I package a Claude skill with dependencies and assets for distribution?▼

Package a Claude skill by organizing its directory layout with required SKILL.md, scripts, references, and assets. The skill creation process outputs a packaging-ready structure and discovery metadata, enabling deployment as a .skill file.

Do I need to write custom validation scripts when scaffolding a new skill?▼

You do not need to write custom validation scripts from scratch. The skill scaffolding process specifies optional scripts, references, and assets that provide verification, validation, and benchmarking helpers out of the box.

What should be included in the SKILL.md frontmatter and body?▼

The SKILL.md frontmatter must include the skill name and description. The body defines usage and guides activation, ensuring the generated Claude Code skill is self-contained and clearly documented for future iterations.

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