AI app starters · Rank #12
cookiecutter-mlops-package
Grade B: derived only from the two verdicts below. How grades work
Start building and deploying Python packages and Docker images for MLOps tasks.
Why this verdict
How we check →- 6 commits by 1 contributor in the last 90 days (3 in the last 30). receipt ↗
- Latest release v6.1.1, 6 days ago. receipt ↗
Snapshot: commit c863164 on main, checked 2026-10-19 06:28 UTC. Receipts link to files at this exact commit.
What the README says you get
- AIMLflow SQLite tracking
tracking and the model registry use a SQLite database (`sqlite:///mlflow.db`)
- DeployMulti-stage Docker image
a multi-stage, non-root Docker image
- DeployGitHub Actions CI/CD
GitHub Actions workflows for the gate (`ci.yml`), the release (`cd.yml`
- DeployWeekly security rescan
a weekly full-history security rescan (`security.yml`)
- DeployLocal MLflow server
`Dockerfile` / `docker-compose.yml`: the production image and a local MLflow server
- OtherUnified mise task vocabulary
mise defines `install`, `format`, `check`, `test`, `build`, and the `all` gate
- Otheruv dependency management
uv for dependencies and packaging
- OtherRuff linting and formatting
Ruff for linting and formatting
- Otherty type checking
ty for type checking
- OtherGit hooks via lefthook
lefthook runs the gate before every commit and push
- OtherAutomated changelog
git-cliff turns Conventional Commits into a changelog
- TestingBake-tested generation
bakes a real project into a temporary directory and runs that project's own gate
- TestingCoverage-enforced pytest suite
the `pytest` suite, with coverage enforced by `mise run test`
Extracted from the kit's README by a local AI model (deepseek-flash) on Oct 19, 2026. Every item is checked against an exact README quote; 1 unverifiable item was discarded. A README claim is the maker's description, not something we tested.
Watch cookiecutter-mlops-package
Get told if it goes dormant, gets archived, falls further behind on a core dependency, or changes its license or price.
History
Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.
Show as a table
| Date | Maintenance | Dependencies | Commits (90d) |
|---|---|---|---|
| Oct 19, 2026 | Active | Deps unknown | 6 |
| Oct 12, 2026 | Active | Deps unknown | 5 |
| Sep 29, 2026 | Steady | Deps unknown | 4 |
Sources
Every claim on this page comes from these public records, checked . Open them to verify.
- Commit history ↗ default branch (main) at the checked commit: pulse, contributors, last commit
- Releases ↗ latest release
- pyproject.toml ↗ declared dependency versions and stack (at commit c863164)
- README ↗ quoted features at the checked commit