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skill-creator

Generate SKILL.md frontmatter and instructions from user interviews.

Updated Mar 31, 2026
Search Tags:#automation#workflow#evaluation#iteration#claude-code#skill-creator
One-click install
npx skills add https://github.com/hetsheth-droid/toolbox-template --skill skill-creator-hetsheth-droid
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/hetsheth-droid/toolbox-template/tree/main/incubating/skill-creator
Command: npx skills add https://github.com/hetsheth-droid/toolbox-template --skill skill-creator-hetsheth-droid

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml.

What problem does it solve?

The Skill Creator helps teams build, refine, and scale Claude Code skills by guiding interviews, drafting SKILL.md content, and running iterative evaluation loops to improve triggering accuracy and performance.

Core Features & Use Cases

  • Interview-driven SKILL creation: Capture user intent, generate SKILL.md frontmatter, and structure detailed instructions for activation and execution.
  • Iterative evaluation loop: Run training and testing prompts, evaluate results, and rewrite the skill based on feedback to improve reliability.
  • Automation scaffold: Provide scripts for validation, packaging, and reporting to accelerate skill delivery.

Quick Start

Use the Skill Creator to capture user intent, generate a new SKILL.md, and run iterative improvements to deliver a ready-to-use Claude Code skill.

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, the Skill Creator guides you through an interview to capture intent, generates the SKILL.md frontmatter, and structures detailed execution instructions for activation.

What is the best way to improve Claude Code skill triggering accuracy?▼

The best way to improve Claude Code skill triggering accuracy is by running an iterative evaluation loop that tests prompts, evaluates results, and rewrites the skill based on performance feedback.

Does building Claude Code skills require YAML frontmatter?▼

Yes, building Claude Code skills requires YAML frontmatter. The generated SKILL.md file must include a name and description, and it can optionally support scripts, references, and assets directories.

Can I automate the validation and packaging of Claude Code skills?▼

Yes, you can automate validation and packaging of Claude Code skills using the provided automation scaffold, which supplies scripts for reporting and validation to accelerate skill delivery.

Do I need to install dependencies to use the Skill Creator?▼

Yes, you need to install the pyyaml dependency before using the Skill Creator to ensure the YAML frontmatter and configuration processing function correctly during skill generation.

How does holdout testing work when refining a Claude Code skill?▼

Holdout testing during Claude Code skill refinement evaluates the rewritten instructions against unseen testing prompts to ensure the skill generalizes well and maintains reliable activation performance.

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