skill-creator

Create, modify, and evaluate skills with structured data inputs.

3|Updated Jun 12, 2026

Search Tags:#skill development #evaluation #iteration #skill optimization #performance evaluation

Ready to run

npx skills add https://github.com/whimzyLive/nightshift-ai --skill skill-creator-whimzylive

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/whimzyLive/nightshift-ai/tree/main/plugins/sdlc/skills/skill-creator
Command: npx skills add https://github.com/whimzyLive/nightshift-ai --skill skill-creator-whimzylive

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the challenge of creating, modifying, and optimizing skills, facilitating iterative development and performance measurement.

Core Features & Use Cases

Skill Creation: Guided process for defining skill intent, writing drafts, and setting up test cases.
Evaluation: Run evals, view results, and perform quantitative analysis.
Iteration: Refine skills based on user feedback and performance data.
Description Optimization: Optimize skill descriptions for better triggering accuracy.
Use Case: Develop a skill for analyzing code with a focus on style and security checks. Use the Skill to define the skill's intent, create test cases, evaluate results, and iteratively improve the skill based on feedback.

Quick Start

Run the skill-creator to begin the process of creating a new skill or improving an existing one.

Frequently Asked Questions about skill-creator

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

FAQPage Schema

How do I iterate and optimize skill descriptions for better triggering accuracy?▼

To optimize skill descriptions for better triggering accuracy, run automated benchmarking and view quantitative evaluation results. Refine the skill iteratively by applying user feedback and performance data to adjust the descriptive intent.

What is the best way to evaluate skill performance during development?▼

The best way to evaluate skill performance is to run automated evals against structured test cases. View the results to perform quantitative analysis, measuring how accurately the skill executes its defined intent.

Can I use structured data to guide skill creation and modification?▼

Yes, skill creation and modification require structured data input for skill specification and evaluation. This structured approach facilitates defining the skill intent, writing drafts, and setting up accurate test cases.

How does iterative skill development work with user feedback?▼

Iterative skill development works by refining the skill based on direct user feedback and automated benchmarking data. You modify the initial drafts and re-run evaluations to measure performance improvements quantitatively.

Do I need to set up test cases to run skill evaluations?▼

Yes, you need to set up test cases to run skill evaluations effectively. The guided creation process includes defining the skill intent and writing drafts, which directly support generating cases for quantitative analysis.