awslabs/cli-agent-orchestrator
Grade a repo

91

/ 100

GradeA

Polished and well engineered. Punching above its star count.

Top 11% of 5,156 graded repos
Documentation93
Engineering92
Health84
Python738Apache-2.01mo ago

Top fixes

Highest-impact changes first, ranked by point weight

9 to address
  1. 1
    CI/CD14pt

    Add a lint step to catch style issues automatically.

  2. 2
    Install and run instructions9pt

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

  3. 3
    Reproducibility6pt

    Add a Dockerfile, .nvmrc, or .python-version to pin the runtime version and make the environment reproducible.

  4. 4
    Reproducibility6pt

    Add .github/dependabot.yml with at least one package-ecosystem entry so dependencies are updated automatically.

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

93

Contributing guide5pt72

Contributing guide is detailed and thorough.

Install and run instructions9pt90

README documents how to install the project.

README12pt100

README is present.

License6pt100

Licensed under Apache-2.0.

Engineering

92

Reproducibility6pt70

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

CI/CD14pt85

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

Tests18pt100

Test files detected (examples/plugins/cao-discord/tests).

Linting and formatting5pt100

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

Issue and PR templates6pt100

Issue or PR templates present.

Project health

84

Repository metadata5pt40

No repository description set on GitHub (−60 pts).

→ Add a one-line description in the repo Settings → About. It appears in search results and social previews.

Dependency manifest6pt100

Dependency manifest found (pyproject.toml).

Activity5pt100

Actively maintained (pushed within the last month).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • 32 / 118
    Commits (30d / 90d)
  • 140
    Forks
  • 12
    Releaseslatest 3mo ago

Community

  • 75% - Good
    Community health
  • 3 bus factor
    authors own >50% of commits
  • 738
    Watchers

Responsiveness

  • 2d 16h
    Median issue response
  • 17h
    Median PR merge time
  • 51
    Open issues
Repository files25 root entries
  • .devcontainer
  • .github
    Good: CI is configured (.github/workflows/ci.yml).
    Good: Issue or PR templates present.
  • docs
  • examples
    Good: Test files detected (examples/plugins/cao-discord/tests).
  • scripts
  • skills
  • src
  • test
  • web
  • .gitignore
    Good: .gitignore present.
  • .tmux.conf
  • CHANGELOG.md
  • cliff.toml
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • CODEBASE.md
  • CONTRIBUTING.md
    Good: Contributing guide is detailed and thorough.
    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).
    Good: Contributing guide describes the PR/review workflow.
    Issue: Contributing guide has no code examples (−5 pts).Fix: Add code blocks showing example commands for setup, running tests, and submitting a PR.
  • DEVELOPMENT.md
  • LICENSE
    Good: Licensed under Apache-2.0.
  • mypy.ini
  • NOTICE
  • 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.
    Good: README includes status badges.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • SECURITY.md
    Good: Security policy present.
  • tmux-install.sh
  • uv.lock
    Good: Lockfile present (uv.lock). Installs are reproducible.
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