0

/ 100

GradeB

Strong early engineering with some momentum.

Self-hosted multimodal AI workspace — chat, vision QA, text-to-image, image-to-image in one conversation

Documentation

80

Contributing guide5pt47

CONTRIBUTING guide is very brief (−12 pts for depth). 150+ words earns +6 pts; 400+ earns +12 pts.

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

README12pt70

README is present.

Install and run instructions9pt100

README documents how to install the project.

License6pt100

Licensed under Other.

Engineering

80

Issue and PR templates6pt0

No issue or PR templates found (−100 pts).

Add .github/ISSUE_TEMPLATE/ with bug_report.md and feature_request.md to guide contributors. It dramatically improves issue quality.

Reproducibility6pt80

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

Tests18pt85

Test files detected (apps/api/tests).

CI/CD14pt100

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

Linting and formatting5pt100

Linter or formatter configured (apps/web/eslint.config.mjs).

Project health

93

Dependency manifest6pt79

Dependency manifest found (pyproject.toml).

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)
  • 0
    Forks
  • 162
    Releaseslatest 1mo ago

Community

  • -
    Community health
  • -
    authors own >50% of commits
  • 12
    Watchers

Responsiveness

  • -
    Median issue response
  • -
    Median PR merge time
  • 0
    Open issues
Repository files31 root entries
  • .github
    Good: CI is configured (.github/workflows/ci.yml).
  • apps
    Good: Test files detected (apps/api/tests).
    Good: Linter or formatter configured (apps/web/eslint.config.mjs).
    Good: Environment pinned via apps/web/Dockerfile.
  • assets
  • deploy
  • docs
  • image-job
  • packages
  • scripts
  • tests
  • tools
  • .dockerignore
  • .env.example
  • .gitignore
    Good: .gitignore present.
  • AGENTS.md
  • BUG_REVIEW.md
  • CODE_REVIEW_2026-05-30.md
  • CONTRIBUTING.md
    Issue: CONTRIBUTING guide is very brief (−12 pts for depth). 150+ words earns +6 pts; 400+ earns +12 pts.Fix: Add setup instructions, code style notes, and how to run tests.
    Issue: Contributing guide lacks a setup section (−12 pts).Fix: Show new contributors how to get a local dev environment running.
    Issue: Contributing guide lacks a code style section (−8 pts).Fix: Describe your linting/formatting rules and how to run them.
    Issue: Contributing guide lacks a testing section (−8 pts).Fix: Show contributors how to run the test suite (e.g. npm test, pytest, cargo test).
    Issue: Contributing guide lacks a PR workflow section (−8 pts).Fix: Explain how to fork, branch, and open a pull request so contributors know what to expect.
    Issue: Contributing guide has no code examples (−5 pts).Fix: Add code blocks showing example commands for setup, running tests, and submitting a PR.
  • DEEP_BUG_AUDIT.md
  • DESKTOP_BUG_AUDIT_2026-05-29.md
  • DESKTOP_BUG_AUDIT.md
  • docker-compose.bluegreen.yml
  • docker-compose.public-dns.yml
  • docker-compose.yml
  • Dockerfile.python
  • LICENSE
    Good: Licensed under Other.
  • pyproject.toml
    Good: Dependency manifest found (pyproject.toml).
  • README.md
    Good: README is present.
    Good: README is well structured with multiple sections.
    Issue: No screenshots or images in the README (−20 pts).Fix: Add a GIF, screenshot, or logo image. It is the fastest way to show what your project does.
    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.
  • SERVER_BUG_AUDIT_2026-05-29.md
  • uv.lock
    Good: Lockfile present (uv.lock). Installs are reproducible.
  • VERSION
  • VIDEO_BUG_AUDIT_2026-06-10.md