SustainOSS: Open Source “Maintainer Load Tracker”

SustainOSS is an open-source repository health and maintainer sustainability tracker that detects burnout risk, visualizes contribution load, and recommends actionable improvements to keep FOSS projects healthy and sustainable.

Description

Problem Statement

Open-source ecosystems rely heavily on a small number of core maintainers. As repositories grow:

  • PR and issue volume increases

  • Response time delays accumulate

  • Maintainers experience burnout

  • Contributor retention drops

Currently, existing repository analytics tools focus on:

  • Stars

  • Commits

  • Activity graphs

But none focus on human sustainability metrics such as:

  • Maintainer load imbalance

  • Burnout risk indicators

  • Contribution distribution fairness

  • Latency in issue triaging

There is no open-source tool centered around maintainer well-being and contributor equity.

Proposed Solution

SustainOSS is a fully open-source analytics platform that analyzes Git repository activity and generates:

1️⃣ Maintainer Load Metrics

  • PRs reviewed per maintainer

  • Open issue responsibility distribution

  • Average review turnaround time

  • Contribution concentration index (how centralized the repo is)

2️⃣ Burnout Risk Indicators

  • Maintainer handling > X% of total activity

  • Increasing backlog trend

  • Declining review responsiveness

  • Long untriaged issue streaks

3️⃣ Sustainability Score

A composite “Repo Sustainability Index” based on:

  • Contributor diversity

  • Load distribution

  • Response time

  • Retention ratio

Key Features

  • 📊 Visual repo health dashboard

  • 🔥 Burnout risk alerts

  • 🤝 Suggested contributor redistribution strategies

  • 🧭 “Good First Issue” intelligence tagging

  • 📈 Historical trend graphs

  • 🗂 Open API for ecosystem integrations

Innovation

Most tools (like basic repository graphs) measure output volume.

SustainOSS measures:

Human sustainability of open source projects.

It reframes repository analytics from:

“How active is this project?” to “Is this project sustainable for the people maintaining it?”

This shifts focus to Digital Commons longevity.

Impact on the FOSS Ecosystem

  • Prevents maintainer burnout

  • Encourages healthier contribution patterns

  • Helps orgs detect risk early

  • Supports community governance decisions

  • Strengthens long-term sustainability of open projects

This directly aligns with the spirit of FOSS Hack:

Supporting meaningful contributions to Free and Open Source software.

Technical Overview

  • Git repository data ingestion layer

  • Analytics engine for load computation

  • Trend detection algorithms

  • Sustainability scoring module

  • Web dashboard (self-hostable)

  • Fully open-source license (MIT / Apache 2.0)

Core functionality will not depend on proprietary APIs, complying with hackathon rules.

MVP Scope

Phase 1:

  • Basic repo parser

  • Load distribution visualization

  • Burnout threshold detection

Phase 2:

  • Sustainability score

  • Dashboard UI

  • Action recommendations

Long-Term Vision

  • Git-based federation support

  • CI/CD plugin

  • Integration with contribution mentoring platforms

  • Community governance analytics

Issues & PRs Board
No issues or pull requests added.