What is the benefit of the evolution phase?

It reduces repetitive instructions by codifying temporary observations into permanent knowledge, making the AI more efficient the longer you work with it.

What files does this skill update?

It primarily updates .ai/instincts/instincts.yml to track status, and can conditionally write to MEMORY.md for facts or CLAUDE.md for behavioral rules.

Can I use this for any coding project?

Yes, it is designed to help Claude adapt to the unique conventions, paths, and requirements of any repository it is working on.

How does instinct-evolve determine which patterns to promote?

It identifies patterns with a confidence score of 0.75 or higher and at least three instances of evidence, ensuring only reliable behaviors are promoted.

Does this skill make changes to my project automatically?

No, instinct-evolve is fully interactive. It presents every proposed promotion for your approval before writing any changes to your project files.

Instinct Evolution

Name: Instinct Evolution
Author: hjemmesidekongen

byhjemmesidekongen

0•

生产力与工作流

Transforms recurring AI patterns and observations into permanent project rules, skills, and memory entries to automate workspace learning.

Instinct Evolution acts as the refinement layer of an AI learning pipeline, analyzing temporary observations to identify high-confidence patterns that warrant permanent status within a project. By reviewing the instincts tracked in your environment, the skill proposes promoting qualifying behaviors into CLAUDE.md rules, MEMORY.md entries, or even new specialized skills. This ensures that as Claude gains experience with your specific codebase and preferences, those insights are codified into durable artifacts that improve future performance without requiring manual instruction, while keeping a human-in-the-loop for final validation.

主要功能

01Multi-target evolution to CLAUDE.md, MEMORY.md, or new Skills

02Automated tracking of instinct lifecycles from active to evolved

030 GitHub stars

04Threshold-based pattern detection using confidence and evidence metrics

05Interactive human-in-the-loop approval for all artifact promotions

06Comprehensive reporting on qualified, proposed, and approved promotions

使用场景

01Standardizing recurring code style preferences into permanent project rules

02Formalizing successful ad-hoc workflows into reusable documented skills

03Graduating frequently accessed project context into durable memory entries

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hjemmesidekongen/ai instinct-evolve

For use in Claude.ai and ChatGPT

主要功能

01Multi-target evolution to CLAUDE.md, MEMORY.md, or new Skills

02Automated tracking of instinct lifecycles from active to evolved

030 GitHub stars

04Threshold-based pattern detection using confidence and evidence metrics

05Interactive human-in-the-loop approval for all artifact promotions

06Comprehensive reporting on qualified, proposed, and approved promotions

使用场景

01Standardizing recurring code style preferences into permanent project rules

02Formalizing successful ad-hoc workflows into reusable documented skills

03Graduating frequently accessed project context into durable memory entries