prismer-evolve-create

Create evolution genes for reusable problem fixes via API or CLI.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the capture and formalization of actionable, reusable fixes as evolution genes when engineers identify recurring, solvable patterns.

Core Features & Use Cases

  • Capture reusable patterns: When you fix a non-trivial error, create a gene to share across projects.
  • Structured inputs: Define signals, category, title, and strategy steps to ensure consistency.
  • Promotes knowledge transfer: Reduces duplication by surfacing proven solutions.

Quick Start

Describe a novel reusable pattern you fixed and provide a concise gene title, signals, and a remediation strategy.

Frequently Asked Questions about prismer-evolve-create

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

FAQPage Schema
How do I automate the capture of reusable fixes for recurring errors?

You can automate the capture of reusable fixes by defining structured inputs like signals, category, title, and remediation steps. This process formalizes proven solutions into evolution genes, preventing duplicates and promoting knowledge transfer across projects.

What is an evolution gene in software debugging?

An evolution gene in software debugging is a structured record of a proven, reusable fix for a non-trivial, reproducible error. It captures the error signals, category, and remediation strategy to ensure durable knowledge transfer across engineering teams.

How do I create and publish a new evolution gene?

To create and publish a new evolution gene, describe the novel reusable pattern you fixed, then provide a concise gene title, signals, and a remediation strategy. The system uses an API or CLI flow to add and publish the gene while preventing duplicates.

Can I share problem-solving patterns across different projects?

Yes, you can share problem-solving patterns across different projects by creating evolution genes. When you fix a non-trivial, reproducible error, the gene captures the signals and remediation steps, reducing duplication and surfacing proven solutions organization-wide.

Does this pattern creation tool prevent duplicate genes?

Yes, the pattern creation tool prevents duplicate genes during the API or CLI publication flow. By requiring structured inputs like specific signals and a concise gene title, it ensures only unique, actionable reusable fixes are formalized and shared across projects.

When should I formalize a debugging fix into a reusable pattern?

You should formalize a debugging fix into a reusable pattern when you encounter non-trivial, reproducible errors across multiple projects. Creating an evolution gene at this stage ensures durable solutions are captured for future automated problem-solving.