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evolve

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Updated Mar 14, 2026
Search Tags:#automation#workflow#skills#copilot#evolve#instincts
One-click install
npx skills add https://github.com/Bradliebs/VolumeTurtle --skill evolve-bradliebs
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: evolve
Source: https://github.com/Bradliebs/VolumeTurtle/tree/main/.github/skills/evolve
Command: npx skills add https://github.com/Bradliebs/VolumeTurtle --skill evolve-bradliebs

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically elevate mature instincts into discoverable Copilot skills by clustering related signals and generating standardized SKILL.md entries.

Core Features & Use Cases

  • Clusters high-confidence instincts into domain-based groups.
  • Automates the creation of SKILL.md files under .github/skills/learned-<domain>/SKILL.md with auto-generated content.
  • Archives evolved instincts for traceability to preserve history.

Quick Start

Run the evolve process to identify candidates, cluster them into domains, generate the SKILL.md files, and archive evolved instincts.

Frequently Asked Questions about evolve

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

FAQPage Schema
How do I automate Copilot skill creation from mature instincts?▼

To automate Copilot skill creation, the evolve process scans `.atv/instincts/project.yaml` data, clusters high-confidence candidates by domain, and generates standardized `SKILL.md` files automatically.

What is the process for turning instincts into discoverable Copilot skills?▼

Turning instincts into discoverable Copilot skills involves scanning mature instinct data, clustering related signals into domain-based groups, and writing standardized entries under `.github/skills/learned-<domain>/SKILL.md`.

How does instinct clustering work for generating SKILL.md files?▼

Instinct clustering works by scanning `.atv/instincts/project.yaml` data and grouping high-confidence candidates into domain-based clusters to generate standardized `SKILL.md` files with auto-generated content.

Do I need a specific directory structure to auto-discover Copilot skills?▼

Yes, auto-discovering Copilot skills requires the `.atv/instincts/project.yaml` file for scanning input and the `.github/skills/learned-<domain>/` directory structure for outputting the generated `SKILL.md` entries.

Does evolving instincts into Copilot skills preserve history for traceability?▼

Evolving instincts into Copilot skills preserves history by archiving the evolved instincts and documenting evolution steps with evidence to support human review and traceability.

Can I enforce naming conventions when generating SKILL.md files for Copilot?▼

Yes, the system enforces naming conventions when generating `SKILL.md` files by creating entries under the standardized `.github/skills/learned-<domain>/SKILL.md` path and documenting evolution steps.

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