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The Repo Vitals mark: a pulse that ends in a commitREPO VITALS

applicable weight 65%

open-education-club-by-yandex/machine-learning-course-girafe-ai

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Open Machine Learning course

Open on SourceCraftDownload report (Markdown)snapshot 8 October 2026signal coverage 65%analysed 8 October 2026 at 21:36 UTC — part unavailable

What the 100 is made of

category weight
Documentation 20Activity 20Security 20CI/CD 15Issues 15Code health 10

The light segments — Security: will appear with a member token; Issues: the tracker is empty or not set up. The rest share their weight for now.

Six categories

earned / weight
Documentation and best practicessignal coverage 61%
14.4–26.4 / 30.8
partial
Project activity
10.3 / 30.8
scored
Securitywill appear with a member token
no data
CI/CDsignal coverage 50%
0–11.5 / 23.1
partial
Issuesthe tracker is empty or not set up
no data
Code health
0–15.4 / 15.4
collection failed
States:
scored
partial
no data
weight goes to the rest
collection failed
interval, not zero
Not measured: CI runs
closed by the platform
will become a group once access opens
Not measured: tests directory, docs directory, Dockerfile, contributing guide, TODO/FIXME density
couldn't see it
the platform's window was truncated: a deep file or a recent version may have fallen outside it

Strengths

what's already done
  • Contributions are spread across authors
  • A team works on the project (5 authors)
  • The license file is in place
  • Dependency versions are pinned

What affected the score

Penalties

Documentation and best practices

  • −4
    README5,405 chars, no quickstart
  • −<1
    share of short commit messages — 18%

Project activity

  • −5
    last commit — 775 days
  • −5
    commits in the last year — 0 commits
  • −5
    weekly activity — 0 weeks
  • −5
    last releaseno releases or version tags

CI/CD

  • −12
    SourceCraft CI configurationmissing

Not measured — interval width

Not a penalty: the lower bound of the score counts the metric as zero, the upper bound as full

Documentation and best practices

  • up to −3
    tests directorydata not collected
  • up to −3
    docs directorydata not collected
  • up to −3
    Dockerfiledata not collected
  • up to −2
    contributing guidedata not collected

CI/CD

  • up to −12
    CI runsdata not collected

Code health

  • up to −15
    TODO/FIXME densitydata not collected

What will raise the score

by strength of impact
  • CI/CD
    +12
    add a SourceCraft CI configuration (.sourcecraft/ci.yaml); the service does not see external CISourceCraft CI configurationwhy: the build and the checks are reproducible for whoever takes the code
  • Activity
    +5
    make a commit soonlast commit — 775 dayswhy: the repository shows it is alive, not abandoned
  • Activity
    +5
    commit more oftencommits in the last year — 0 commitswhy: the repository shows it is alive, not abandoned
  • spread work across more weeks instead of bursts+5
  • publish a release or tag a version+5
  • add a quickstart section to the README+4
  • write meaningful commit messages+<1