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evolve

Cluster high-confidence project instincts and generate SKILL.md files for Copilot.

Updated Jun 6, 2026
Search Tags:#skill discovery#project automation#copilot#code conventions#project evolution
One-click install
npx skills add https://github.com/kenhia/kdeskdash --skill evolve-kenhia
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: evolve
Source: https://github.com/kenhia/kdeskdash/tree/main/.github/skills/evolve
Command: npx skills add https://github.com/kenhia/kdeskdash --skill evolve-kenhia

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill automates the process of converting mature instincts with high confidence into full Copilot skills, streamlining the formalization of project conventions.

Core Features & Use Cases

  • Instinct Evolution: Converts instincts with confidence > 0.8 into discoverable skills.
  • Cluster Analysis: Groups related instincts into skill clusters based on domain.
  • SKILL.md Generation: Automatically generates SKILL.md files for each skill cluster.
  • Archiving: Moves evolved instincts to an archive for historical tracking.

Quick Start

Run the evolve skill to automatically promote mature instincts into full Copilot skills.

Frequently Asked Questions about evolve

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

FAQPage Schema
How do I automate converting project conventions into Copilot skills?▼

To automate converting project conventions into Copilot skills, use a skill evolution tool that clusters high-confidence instincts from your project configuration and generates SKILL.md files automatically.

What are Copilot skills and how do they formalize code conventions?▼

Copilot skills are discoverable SKILL.md files that formalize code conventions by grouping related project instincts into skill clusters, allowing Copilot to automatically apply project-specific rules during development.

Does Copilot skill generation require a specific project configuration format?▼

Yes, Copilot skill generation requires a .atv/instincts/project.yaml file as input to read mature instincts, and a .github/skills/ directory to output the generated SKILL.md files.

What is the confidence threshold for promoting project instincts to skills?▼

The confidence threshold for promoting project instincts to skills is 0.8. Instincts with a confidence score greater than 0.8 are clustered by domain and evolved into full Copilot skills.

What happens to project instincts after they are evolved into skills?▼

After project instincts are evolved into skills, they are moved to an archive directory. This archiving process preserves the original instincts for historical tracking and prevents duplicate skill generation.

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