radixark/miles
Grade a repo

82

/ 100

GradeB

Good community traction and solid fundamentals. Nearly in the top tier.

Top 28% of 5,156 graded repos

Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.

Documentation85
Engineering77
Health88
Python1,611Apache-2.01mo ago

Top fixes

Highest-impact changes first, ranked by point weight

12 to address
  1. 1
    CI/CD14pt

    Add a step like `run: npm test`, `run: pytest`, or `run: tox` to your workflow file.

  2. 2
    CI/CD14pt

    Add `tsc --noEmit`, `mypy`, or `cargo check` to catch type errors before they merge.

  3. 3
    CI/CD14pt

    Upload coverage to Codecov, Coveralls, or report it with `--coverage` flags.

  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

85

Contributing guide5pt5

No CONTRIBUTING.md found (−47 pts base + up to −53 pts more for content).

→ Add a CONTRIBUTING.md telling newcomers how to get involved. Include setup, code style, test, and PR instructions.

README12pt100

README is present.

Install and run instructions9pt100

README documents how to install the project.

License6pt100

Licensed under Apache-2.0.

Engineering

77

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.

CI/CD14pt72

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

Reproducibility6pt80

Lockfile present (requirements.txt). Installs are reproducible.

Tests18pt100

Test files detected (miles/utils/test_wandb_utils.py).

Linting and formatting5pt100

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

Project health

88

Dependency manifest6pt62

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)
  • 280
    Forks
  • 0
    Releases

Community

  • 50% - Fair
    Community health
  • 3 bus factor
    authors own >50% of commits
  • 1,611
    Watchers

Responsiveness

  • 3h
    Median issue response
  • <1h
    Median PR merge time
  • 396
    Open issues
Repository files22 root entries
  • .claude
  • .github
    Good: CI is configured (.github/workflows/_run-ci.yml).
  • docker
    Good: Environment pinned via docker/Dockerfile.
  • docs
  • examples
  • imgs
  • miles
    Good: Test files detected (miles/utils/test_wandb_utils.py).
  • miles_plugins
  • scripts
  • tests
  • tools
  • .gitignore
    Good: .gitignore present.
  • .gitmodules
  • .pre-commit-config.yaml
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • LICENSE
    Good: Licensed under Apache-2.0.
  • 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.
  • requirements.txt
    Good: Lockfile present (requirements.txt). Installs are reproducible.
  • setup.py
  • train_async.py
  • train.py
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