m1ndsmith/reallm
Grade a repo

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GradeB

Well engineered. The main gaps are issue and PR templates and a contributing guide. Impressive for a brand-new repo.

Top 18% of 5,156 graded repos

Opinionated LiteLLM operator stack: console plus a shared API, with memory, privacy, safety, and spend limits.

Documentation85
Engineering85
Health98
Python0MIT2d ago

Top fixes

Highest-impact changes first, ranked by point weight

7 to address
  1. 1
    README12pt

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

  2. 2
    Reproducibility6pt

    Add .github/dependabot.yml with at least one package-ecosystem entry, or a renovate.json, so dependencies are updated automatically.

  3. 3
    Issue and PR templates6pt

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

  4. 4
    Dependency manifest6pt

    Add `authors = [...]` under [project] so the package has clear ownership.

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

85

Contributing guide5pt25

Contributing guidance is in the README, not a dedicated CONTRIBUTING.md (−20 pts).

→ Moving it to a CONTRIBUTING.md makes it easier to find and keeps the README focused. A dedicated file earns +47 pts base.

README12pt90

README is present.

Install and run instructions9pt100

README documents how to install the project.

License6pt100

Licensed under MIT.

Engineering

85

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 (requirements.txt). Installs are reproducible.

Tests18pt100

Test files detected (tests).

CI/CD14pt100

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

Linting and formatting5pt100

Linter or formatter configured ([tool.ruff] / [tool.black] in pyproject.toml).

Project health

98

Dependency manifest6pt93

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
  • 1
    Releaseslatest 8d ago

Community

  • 57% - Fair
    Community health
  • -
    authors own >50% of commits
  • 0
    Watchers

Responsiveness

  • -
    Median issue response
  • -
    Median PR merge time
  • 0
    Open issues
Repository files21 root entries
  • .github
    Good: CI is configured (.github/workflows/ci.yml).
  • app
  • assets
  • docs
  • env
  • prompts
  • tests
    Good: Test files detected (tests).
  • web
  • .dockerignore
  • .env.example
  • .gitignore
    Good: .gitignore present.
  • compose.yaml
  • Dockerfile
    Good: Environment pinned via Dockerfile.
  • LICENSE
    Good: Licensed under MIT.
  • pyproject.toml
    Good: Dependency manifest found (pyproject.toml).
  • README.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.
  • requirements-dev.txt
  • requirements-pii.txt
  • requirements.txt
    Good: Lockfile present (requirements.txt). Installs are reproducible.
  • SECURITY.md
    Good: Security policy present.
  • USAGE_WALKTHROUGH.md
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