What is a Repository Health Score?

It is a 0-100 numerical grade based on critical factors like CI reliability, security alerts, issue triage status, and the presence of community documentation like CONTRIBUTING.md.

Can this skill track changes over time?

Yes, it includes Delta Tracking to classify findings as Fixed, New, Persistent, or Regressed when comparing a current analysis against previous reports.

How does this skill help with issue triage?

It applies weighted points to issues based on mentions, labels, release milestones, and activity levels, allowing Claude to generate a prioritized list of what needs your attention first.

What kind of bottlenecks can it detect?

It identifies various friction points including review lags, CI slowdowns, knowledge concentration (low bus factor), response delays to community issues, and mounting security debt.

GitHub Analytics & Health Scoring

Name: GitHub Analytics & Health Scoring
Author: Community-Access

byCommunity-Access

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259

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Analytics & Monitoring

Analyzes GitHub repository health, workflow velocity, and issue priority using standardized scoring formulas and analytical frameworks.

This skill provides a comprehensive framework for evaluating GitHub repository performance through data-driven metrics. It enables Claude to compute repository health scores with letter grades (A-F), prioritize issues and pull requests based on activity signals, and track remediation progress over time with delta reporting. By utilizing sophisticated formulas for velocity, contributor engagement, and bottleneck detection, the skill helps teams identify risks such as security debt, knowledge concentration (bus factor), and review delays, ensuring high-quality repository maintenance and efficient team workflows.

Key Features

01Advanced bottleneck detection for identifying review lags, stale work, and knowledge silos

02Multi-factor priority scoring for issues, PRs, and discussions to streamline triage and project management

03Velocity and throughput tracking including PR merge rates, review turnaround, and response times

04Confidence-level tagging and delta tracking to monitor remediation progress between analysis reports

05Automated repository health grading (0-100) with weighted penalties for CI failures and security alerts

06259 GitHub stars

Use Cases

01Triaging large backlogs by automatically calculating priority scores for hundreds of open issues and PRs

02Auditing open-source projects for community health signals like response times and documentation completeness

03Generating weekly repository health reports for engineering leadership to track team performance and reliability

Key Features

01Advanced bottleneck detection for identifying review lags, stale work, and knowledge silos

02Multi-factor priority scoring for issues, PRs, and discussions to streamline triage and project management

03Velocity and throughput tracking including PR merge rates, review turnaround, and response times

04Confidence-level tagging and delta tracking to monitor remediation progress between analysis reports

05Automated repository health grading (0-100) with weighted penalties for CI failures and security alerts

06259 GitHub stars

Use Cases

01Triaging large backlogs by automatically calculating priority scores for hundreds of open issues and PRs

02Auditing open-source projects for community health signals like response times and documentation completeness

03Generating weekly repository health reports for engineering leadership to track team performance and reliability