How does the skill determine what qualifies as a 'candidate'?

By default, solutions qualify if they have a success rate of 70% or higher and have been successfully applied at least three times without yet being promoted to a formal skill.

Does identifying a candidate automatically create a new skill?

No, this skill identifies the best candidates. Once identified, you can review the details and use the /matrix:create-skill command to finalize the promotion.

What is the Promotion Score?

The Promotion Score is a 0-100 metric that combines success rate (50%), usage frequency (30%), and a preference for medium complexity (20%) to identify the most practical solutions for reuse.

Can I filter the candidates by specific performance metrics?

Yes, you can use arguments like 'threshold 0.8' to find only the highest-performing solutions or 'top 5' to limit the results to the best candidates.

Matrix Skill Candidates

Name: Matrix Skill Candidates
Author: ojowwalker77

byojowwalker77

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生产力与工作流

Identifies high-performing Matrix solutions suitable for promotion to reusable Claude Code Skills based on performance metrics.

The Matrix Skill Candidates skill streamlines the evolution of your AI development environment by identifying repeatable, high-value coding patterns within the Matrix ecosystem. By analyzing historical success rates, usage frequency, and implementation complexity, it provides a data-driven shortlist of solutions that are ready to be formalized into standalone Claude Code Skills. This allows developers to transition from one-off fixes to a robust library of reusable capabilities, significantly improving long-term productivity and agent reliability.

主要功能

01Automated identification of high-success coding patterns

02Weighted promotion scoring based on reliability and complexity

03Seamless integration with Matrix skill creation workflows

0481 GitHub stars

05Customizable filtering for success thresholds and usage counts

06Detailed reporting on solution performance and suggested naming

使用场景

01Auditing the reliability and success rates of existing Matrix solutions

02Scaling AI productivity by formalizing repeated workflows into reusable skills

03Identifying high-value automation targets within a large codebase

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ojowwalker77/claude-matrix skill-candidates

For use in Claude.ai and ChatGPT

Download Skill