evolve-create

Create reusable genes from recurring fix patterns via evolve_create_gene.

1.4k|14|Updated Mar 21, 2026
One-click install
npx skills add https://github.com/Prismer-AI/PrismerCloud --skill evolve-create
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: evolve-create
Source: https://github.com/Prismer-AI/PrismerCloud/tree/main/sdk/prismer-cloud/claude-code-plugin/skills/evolve-create
Command: npx skills add https://github.com/Prismer-AI/PrismerCloud --skill evolve-create

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This capability helps developers convert recurring repair patterns into reusable genes that can be invoked across projects, reducing duplication and accelerating automated repair workflows.

Core Features & Use Cases

  • Evolve a reusable gene from a novel fix pattern using the MCP tool evolve_create_gene
  • Support categorization, signals matching, and a structured action plan to ensure transferability
  • Use cases include repair, optimize, innovate, and diagnostic scenarios where a pattern recurs across tasks

Quick Start

Invoke evolve_create_gene with category, signals_match, strategy, and title to encapsulate a fix pattern as a reusable gene.

Frequently Asked Questions about evolve-create

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

FAQPage Schema
How do I turn recurring software fix patterns into reusable automation rules?

You can convert recurring software fix patterns into reusable genes by invoking the evolve_create_gene tool with category, signals_match, strategy, and title parameters to accelerate automated repairs across projects.

What is a reusable gene in automated software repair workflows?

A reusable gene in automated software repair is an encapsulated fix pattern that includes categorization, signals matching, and a structured strategy to transfer solutions across recurring agent tasks and projects.

How do I create a gene from a diagnostic fix pattern that appears across multiple projects?

To create a gene from a recurring diagnostic fix pattern, manually invoke evolve_create_gene and provide the category, signals_match, strategy, and title to encapsulate the action plan for future reuse.

Can I use this to automate optimization patterns for recurring repair tasks?

Yes, this supports repair, optimize, innovate, and diagnostic scenarios by transforming recurring fix patterns into categorized genes with signal matching to accelerate automated repair workflows.

Does creating reusable genes require any specific dependencies or environments?

Creating reusable genes requires no external dependencies, but it enforces manual invocation and uses Bash as the allowed tool within software engineering workflows to execute the creation process.

When should I not use gene creation for software fix patterns?

You should avoid using gene creation for novel or isolated fix patterns that do not recur across tasks, as the tool is specifically intended to reduce duplication in recurring automated repair scenarios.