skill-creator

Create, edit, and optimize custom AI skills with SKILL.md files.

3.2k|219|Updated Jul 27, 2024

Search Tags:#machine learning #skill optimization #AI skill development #performance enhancement #custom skill creation

Ready to run

npx skills add https://github.com/av/harbor --skill skill-creator-av

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/av/harbor/tree/main/.agents/skills/skill-creator
Command: npx skills add https://github.com/av/harbor --skill skill-creator-av

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill empowers users to create, edit, and improve AI skills, optimizing them for performance and triggering accuracy.

Core Features & Use Cases

Skill Creation: Facilitate the creation of new AI skills from scratch.
Skill Editing: Allow for modifying existing skills to enhance functionality.
Performance Optimization: Implement variance analysis and description optimization for improved triggering accuracy.
Use Case: If you're developing a skill for a specific use case, like generating reports or processing data, use this Skill to build, test, and refine your AI helper.

Quick Start

Use the skill-creator skill to create a new skill for generating financial reports. Define the skill's name, description, and triggers, then run the skill on sample inputs.

Frequently Asked Questions about skill-creator

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

FAQPage Schema

How do I create custom AI skills from scratch?▼

To create custom AI skills, define the skill's intent, write the SKILL.md file, and run test cases on sample inputs. This handles the entire skill development lifecycle from initial design to iterative improvements.

What is AI skill optimization and how does it improve triggering accuracy?▼

AI skill optimization refines skill descriptions through variance analysis to improve triggering accuracy. It evaluates test cases to ensure the skill activates precisely when intended, reducing misfires and enhancing overall performance.

Do I need machine learning knowledge to build custom AI skills?▼

Building custom AI skills requires understanding of skill development processes, AI principles, and machine learning concepts. This foundation is necessary to capture intent, evaluate outputs, and implement performance enhancements correctly.

What's the best way to edit existing AI skills for better performance?▼

Editing existing AI skills for better performance involves modifying the SKILL.md file and running variance analysis on test cases. This iterative process identifies trigger failures and refines descriptions for improved activation accuracy.

Can I use this approach to build a skill for processing specific data formats?▼

Yes, you can build a skill for processing specific data formats by defining the skill's name, description, and triggers, then running it on sample inputs. This supports custom skill creation for targeted use cases like report generation.