maziyarpanahi/openmed
Grade a repo

95

/ 100

GradeA

A well-known project done right. Strong docs and solid engineering throughout.

Top 6% of 5,156 graded repos

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 1,000+ medical models, 12 languages, Apple MLX + Python, no cloud, no patient data leaving your network. Apache-2.0

Documentation97
Engineering93
Health100
Python4,067Apache-2.01mo ago

Outstanding. A score of 95/100 puts this repo in a very small tier of truly well-engineered projects.

Top fixes

Highest-impact changes first, ranked by point weight

3 to address
  1. 1
    Tests18pt

    Wire your tests to a documented command (e.g. a test script in your build config) so the suite is reproducible.

  2. 2
    Install and run instructions9pt

    Add a .env.example listing all required environment variables so contributors know what to set up.

  3. 3
    Contributing guide5pt

    Add setup instructions, code style notes, and how to run tests.

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

97

Install and run instructions9pt90

README documents how to install the project.

Contributing guide5pt99

Contributing guide is too short for full depth credit (−6 pts). 400+ words earns the full +12 pts.

→ Add setup instructions, code style notes, and how to run tests.

README12pt100

README is present.

License6pt100

Licensed under Apache-2.0.

Engineering

93

Tests18pt80

Test files detected (android/OpenMedDemo/app/src/test).

CI/CD14pt100

CI is configured (.github/workflows/ci.yml).

Linting and formatting5pt100

Linter or formatter configured (.editorconfig).

Reproducibility6pt100

Lockfile present (uv.lock). Installs are reproducible.

Issue and PR templates6pt100

Issue or PR templates present.

Project health

100

Dependency manifest6pt100

Dependency manifest found (Package.swift).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • -
    Commits (30d / 90d)
  • 461
    Forks
  • 35
    Releaseslatest 8mo ago

Community

  • 100% - Good
    Community health
  • 1 bus factorlow
    author own >50% of commits
  • 4,067
    Watchers

Responsiveness

  • 2h
    Median issue response
  • <1h
    Median PR merge time
  • 408
    Open issues
Repository files51 root entries
  • .claude
  • .github
    Good: CI is configured (.github/workflows/ci.yml).
    Good: Dependabot covers 3 ecosystems (pip, github-actions, pre-commit). Dependencies stay current.
    Good: Issue or PR templates present.
  • android
    Good: Test files detected (android/OpenMedDemo/app/src/test).
  • clients
  • deploy
  • docs
  • examples
  • fixtures
  • gates
  • js
  • openmed
  • scripts
  • swift
  • tests
  • web
  • .dockerignore
  • .editorconfig
    Good: Linter or formatter configured (.editorconfig).
  • .gitignore
    Good: .gitignore present.
  • .gitleaks.toml
  • .pre-commit-config.yaml
  • .swift-format
  • AGENTS.md
  • CHANGELOG.md
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • CONTRIBUTING.md
    Issue: Contributing guide is too short for full depth credit (−6 pts). 400+ words earns the full +12 pts.Fix: Add setup instructions, code style notes, and how to run tests.
    Good: Contributing guide includes setup/install instructions.
    Good: Contributing guide describes code style expectations.
    Good: Contributing guide explains how to run tests.
    Good: Contributing guide describes the PR/review workflow.
    Good: Contributing guide includes code examples.
  • docker-compose.yml
  • Dockerfile
    Good: Environment pinned via Dockerfile.
  • LICENSE
    Good: Licensed under Apache-2.0.
  • Makefile
  • mkdocs.yml
  • models.jsonl
  • NOTICE
  • Package.resolved
  • Package.swift
    Good: Dependency manifest found (Package.swift).
  • pyproject.toml
  • README.ar.md
    Good: README is present.
    Good: README is well structured with multiple sections.
    Good: README includes screenshots or visuals. Great for first impressions.
    Good: README has code examples.
    Good: README links to a live demo or deployed app.
    Good: README includes status badges.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • README.de.md
  • README.es.md
  • README.fa.md
  • README.fr.md
  • README.hi.md
  • README.it.md
  • README.ja.md
  • README.md
  • README.nl.md
  • README.pt.md
  • README.te.md
  • README.tr.md
  • README.zh-CN.md
  • SECURITY.md
    Good: Security policy present.
  • uv.lock
    Good: Lockfile present (uv.lock). Installs are reproducible.
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