maziyarpanahi/openmed
Grade a repo

94

/ 100

GradeA

Exemplary work. Strong across engineering, project hygiene, and documentation.

Top 3% of 5,156 graded repos

Local-first healthcare AI: clinical NER and HIPAA PII de-identification on hardware you control. 2,200+ medical models, 35 model-backed PII languages, and Python, MLX, Android and browser runtimes. Apache-2.0 SDK.

Documentation93
Engineering100
Health100
Python5,800Apache-2.0today

Outstanding. A score of 98/100 puts this repo in a very small tier of truly well-engineered projects.

Top fixes

Highest-impact changes first, ranked by point weight

2 to address
  1. 1
    README12pt

    Add CI/build status badges from shields.io or your CI provider to signal project health.

  2. 2
    Install and run instructions9pt

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

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

93

README12pt90

README is present.

Install and run instructions9pt90

README documents how to install the project.

License6pt100

Licensed under Apache-2.0.

Contributing guide5pt100

Contributing guide is detailed and thorough.

Engineering

100

Tests18pt100

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

  • 200 / 1107
    Commits (30d / 90d)
  • 761
    Forks
  • 47
    Releaseslatest 11mo ago

Community

  • 100% - Good
    Community health
  • 1 bus factorlow
    author own >50% of commits
  • 5,800
    Watchers

Responsiveness

  • 2h
    Median issue response
  • <1h
    Median PR merge time
  • 1,396
    Open issues
Repository files67 root entries
  • .claude
  • .claude-plugin
  • .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
  • eval
  • examples
  • fixtures
  • gates
  • integrations
  • js
  • openmed
  • packaging
  • recipes
  • scripts
  • skills
  • swift
  • tests
  • web
  • .dockerignore
  • .editorconfig
    Good: Linter or formatter configured (.editorconfig).
  • .gitignore
    Good: .gitignore present.
  • .gitleaks.toml
  • .pre-commit-config.yaml
  • .secrets.baseline
  • .swift-format
  • AGENTS.md
  • CHANGELOG.md
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • CONTRIBUTING.md
    Good: Contributing guide is detailed and thorough.
    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.
  • Dockerfile.mcp
  • flake.lock
  • flake.nix
  • install-skills.sh
  • jitpack.yml
  • LICENSE
    Good: Licensed under Apache-2.0.
  • MAINTAINERS.md
  • Makefile
  • mkdocs.yml
  • models.jsonl
  • NOTICE
  • Package.resolved
  • Package.swift
    Good: Dependency manifest found (Package.swift).
  • pixi.lock
  • pixi.toml
  • 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.
    Issue: No status badges in the README (−10 pts).Fix: Add CI/build status badges from shields.io or your CI provider to signal project health.
    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.sw.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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