What kind of report does the evaluator generate?

It produces a structured report including an executive summary, weighted category scores, evidence tables with sources, and a data quality assessment.

Can I prioritize specific metrics like security or maintenance?

Yes, you can provide custom weights in your request to emphasize the categories that matter most to your specific use case.

How does the skill ensure the evaluation is objective?

It uses isolated research subagents that have no access to each other's data, requires verifiable URLs for every claim, and applies a mechanical scoring rubric to prevent human-like bias.

Does this skill work with any Git repository?

Currently, the OSS KPI Evaluator is optimized specifically for public projects hosted on GitHub to utilize the GitHub CLI and API for data gathering.

OSS KPI Evaluator

Name: OSS KPI Evaluator
Author: maxamillion

bymaxamillion

0•

Seguridad y Pruebas

Evaluates open source projects against standardized health and performance metrics using multi-agent research.

The OSS KPI Evaluator is a sophisticated diagnostic tool designed to automate the due diligence process for open source software. By dispatching isolated research subagents in parallel, it gathers real-time data from GitHub and the live web to assess projects across six critical dimensions: community health, maintenance, security, documentation, adoption, and code quality. The skill implements a rigorous bias-prevention protocol and source verification system to ensure every score is backed by verifiable evidence, providing developers and stakeholders with objective insights for adoption or investment decisions.

Características Principales

01Multi-agent parallel research for independent, objective data collection

020 GitHub stars

03Automated KPI scoring across six core health categories

04Customizable category weighting for tailored project assessments

05Built-in bias prevention and source verification protocols

06Real-time GitHub metadata retrieval via gh CLI integration

Casos de Uso

01Assessing project sustainability and security posture for investment or funding decisions

02Conducting objective health comparisons between competing open source projects

03Performing due diligence before adopting a new open source library into a production stack

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add maxamillion/skill-oss-project-kpi-evaluation oss-kpi-evaluation

For use in Claude.ai and ChatGPT

Download Skill