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samuelcastro
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skill-creator

Create, validate, and iteratively optimize Claude Skills via SKILL.md authoring and evaluation loops.

Updated Aug 23, 2026
Search Tags:#automation#benchmarking#evaluation#creation#skill#prompt-engineering
One-click install
npx skills add https://github.com/samuelcastro/noter --skill skill-creator-samuelcastro
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/samuelcastro/noter/tree/main/.agents/skills/skill-creator
Command: npx skills add https://github.com/samuelcastro/noter --skill skill-creator-samuelcastro

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Noter teams often face fragmented skill creation workflows, inconsistent testing, and slow iteration. Skill Creator provides a repeatable process to design, test, and improve Claude Skills end-to-end, from intent capture through evaluation and benchmarking, so teams can ship reliable skills faster.

Core Features & Use Cases

  • Capture Intent: Define the skill's goal and the contexts in which it should trigger.
  • Interview and Research: Gather edge cases, dependencies, and success criteria before drafting SKILL.md.
  • Write the SKILL.md: Craft the skill's name, description, and workflow, including guidance for optional bundled resources (scripts, references, assets).
  • Run Evaluation Loop: Execute trigger evaluations, collect results, and drive iterative improvements.
  • Benchmarking and Review: Generate performance benchmarks and use review tooling to guide description optimization.

Quick Start

Draft your initial SKILL.md and run the evaluation loop to begin iterative improvement.

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 Claude skills for production use?▼

To create Claude skills, capture the intended goal and context, draft the SKILL.md file, and run an evaluation loop to iteratively optimize behavior toward production readiness.

What is the best way to benchmark and evaluate prompt engineering skills?▼

Benchmarking prompt engineering skills involves executing trigger evaluations, collecting results, and generating performance metrics to guide iterative description optimization and skill refinement.

How do I write a SKILL.md file that captures workflow and intent correctly?▼

Writing a SKILL.md file requires defining the skill's name, description, and workflow, including guidance for optional bundled resources like scripts, references, and assets.

Can I use this skill creation workflow to test edge cases before deployment?▼

Yes, the skill creation workflow supports testing edge cases by conducting interviews and research to gather dependencies and success criteria before drafting the initial SKILL.md.

Why does my Claude skill trigger inconsistently during evaluations?▼

Inconsistent skill triggers during evaluations often stem from poorly optimized descriptions; running the benchmarking and review process helps refine the description and resolve trigger issues.

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