Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-22 02:59 UTC

bazel-contrib / rules_python

Bazel Python Rules

Starlark · PythonApache-2.0★ 688 stars⑂ 728 forkssince Aug 2017View on GitHub ↗
KindLibraryhow this is determined
#python#bazel#bazel-rules#python3#python-3#pip#pypi#pypi-packages#starlark

bazel-contrib/rules_python holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on Engineering Quality (96/100) and lowest on Security (49/100). It was last updated today. 2 contributors account for most of its recent work.

94
overall / 100
Exceptional

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

94
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 81 is calibrated to 94 on the published index scale (record calibration 2026-08-02).

Ownership

Bazel ContribOrganization · verified domain
197 followers65 public repossince Oct 2021

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/bazel-contrib/rules_pythonv0.7.0-91685 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

95Exceptional · 21% of overall

Development activity

99Exceptional
How it's scored
36/36Push recency — last push 0 days ago
35.3/36Commit cadence — 51/52 weeks with commits
18/18Commit volume — 625 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year625
human_commit_share0.81
days_since_last_push0
active_weeks_last_year51

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~5.3 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tag2.4.3
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases5.3

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

85Excellent · 17% of overall

Popularity & adoption

78Good
How it's scored
46/60Stars — 688 stars
23.8/25Forks — 728 forks
8.7/15Watchers — 37 watchers
Inputs used
forks728
stars688
watchers37
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_services—
has_pull_request_templateyes

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

75Good · 23% of overall

Maintainer resilience (bus factor)

62Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
13.7/22.5Commit distribution — top contributor authored 39% of commits
13.5/13.5Contributor breadth — 98 contributors
10/10OpenSSF Scorecard: Contributors — project has 55 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled98
top_contributor_share0.392

Issue & PR responsiveness

79Good
How it's scored
35.2/42Issue resolution — 84% of issues closed
25.1/30PR acceptance — 2,349/2,802 decided PRs merged
13/13Newcomer PR acceptance — 3/3 first-time contributors' PRs merged in 30d
6/15OpenSSF Scorecard: Code-Review — Found 10/24 approved changesets -- score normalized to 4
Inputs used
merged_prs2,349
open_issues225
closed_issues1,152
prs_merged_7d19
prs_decided_7d20
prs_merged_30d48
prs_decided_30d51
issue_closed_ratio0.837
closed_unmerged_prs453
first_time_authors_30d3
first_time_prs_merged_30d3
first_time_prs_decided_30d3

Ownership & stewardship

90Excellent
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
16.5/25Owner reach — 197 followers of bazel-contrib
23.1/25Track record — 65 public repos, account ~5 yr old
Inputs used
followers197
owner_typeOrganization
is_verifiedyes
owner_loginbazel-contrib
public_repos65
account_age_days1,846

Package maintenance

69Good
How it's scored
25/25Published & resolvable — 1 package(s) on go
4/35Publish recency — latest publish 1,685 days ago
20/20Version history — 9 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/bazel-contrib/rules_python
ecosystemsgo
any_deprecatedno
min_days_since_publish1,685

Engineering Quality

Are baseline engineering and documentation practices in place?

96Exceptional · 19% of overall

Engineering practices

100Exceptional
How it's scored
24/24CI workflows — 19 workflow(s)
24/24Tests present
16/16Linter config — ruff.toml
9.6/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://rules-python.readthedocs.io
10/10Repository description
10/10Topics — 9 topics
0/10Wiki
Inputs used
topicspython, bazel, bazel-rules, python3, python-3, pip, pypi, pypi-packages, starlark
has_wikino
homepagehttps://rules-python.readthedocs.io
docs_sitehttps://rules-python.readthedocs.io
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

49Weak · 16% of overall

Security posture

45Weak
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5Code-Review — Found 10/24 approved changesets -- score normalized to 4
2.5/2.5Contributors — project has 55 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
1/5SAST — SAST tool is not run on all commits -- score normalized to 2
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 17 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.5
Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.

Dependency advisories

67Good
How it's scored
16/35Direct dependencies free of known advisories — 1 affected: pytest 8.4.2 (moderate 6.8)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
34.2/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 272 days ago
Inputs used
sourceosv
advisories89
affected_packages13
assessed_packages236
unassessed_packages38
affected_by_severityhigh 9, moderate 2, unknown 2
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 236 resolved dependencies against OSV. 38 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

84Excellent · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — AGENTS.md, GEMINI.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 81 of 81 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share1
agent_instruction_filesAGENTS.md, GEMINI.md
agent_instruction_max_bytes8,632

Verify loop (build / test / typecheck)

79Good
How it's scored
12.6/18One-command bootstrap — gazelle/go.mod (toolchain convention, no task runner)
22/22Automated tests
11/11Lint / format config — ruff.toml
11/11Static type checking — python/runfiles/py.typed
10/10Reproducible environment — lockfile
4/10Demonstrated agent practice — 2 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 13 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock, go.sum, uv.lock
has_dockerfileno
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configspython/runfiles/py.typed
agent_commit_share0.02
toolchain_manifestsgazelle/go.mod
dependency_bot_commit_share0.13

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Starlark with type-check config (python/runfiles/py.typed)
54.9/55Manageable file sizes — 1/704 source files over 60KB
Inputs used
primary_languageStarlark
largest_source_bytes65,694
source_files_sampled704
oversized_source_files1

Machine-readable interfaces

100Exceptional
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — gazelle/python/testdata/directive_python_generate_proto/test1_default_with_proto/foo.proto, gazelle/python/testdata/directive_python_generate_proto/test3_disabled_with_proto/foo.proto, gazelle/python/testdata/directive_python_generate_proto/test5_enabled_with_proto/foo.proto, gazelle/python/testdata/directive_python_generate_proto/test8_disabled_ignores_py_proto_library/foo.proto, gazelle/python/testdata/directive_python_generate_proto_bzlmod_protobuf/foo.proto, gazelle/python/testdata/directive_python_generate_proto_bzlmod_protobuf_renamed/foo.proto, gazelle/python/testdata/directive_python_proto_naming_convention/test1_python_generation_disabled_does_nothing/foo.proto, gazelle/python/testdata/directive_python_proto_naming_convention/test2_python_generation_enabled_uses_default/foo.proto, gazelle/python/testdata/directive_python_proto_naming_convention/test3_python_generation_enabled_uses_value/foo.proto, gazelle/python/testdata/directive_python_proto_naming_convention/test4_python_generation_enabled_with_preexisting_keeps_intact/foo.proto
0/20MCP server — not applicable to this kind of software
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_filesgazelle/python/testdata/directive_python_generate_proto/test1_default_with_proto/foo.proto, gazelle/python/testdata/directive_python_generate_proto/test3_disabled_with_proto/foo.proto, gazelle/python/testdata/directive_python_generate_proto/test5_enabled_with_proto/foo.proto, gazelle/python/testdata/directive_python_generate_proto/test8_disabled_ignores_py_proto_library/foo.proto, gazelle/python/testdata/directive_python_generate_proto_bzlmod_protobuf/foo.proto, gazelle/python/testdata/directive_python_generate_proto_bzlmod_protobuf_renamed/foo.proto, gazelle/python/testdata/directive_python_proto_naming_convention/test1_python_generation_disabled_does_nothing/foo.proto, gazelle/python/testdata/directive_python_proto_naming_convention/test2_python_generation_enabled_uses_default/foo.proto, gazelle/python/testdata/directive_python_proto_naming_convention/test3_python_generation_enabled_uses_value/foo.proto, gazelle/python/testdata/directive_python_proto_naming_convention/test4_python_generation_enabled_with_preexisting_keeps_intact/foo.proto
interfaces_expected_of—
Excluded from scoring (no data or not applicable): MCP server. Remaining weights renormalized.

Key facts

688GitHub stars
98contributors
625commits, last 12 months
0days since last push
100releases
2bus factor
225open issues
Go, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'rules_python_dev' from its registry
  • Could not fetch pypi package 'sphinxdocs' from its registry

More detail

Star and fork history 0 ★ / 728 ⇿
0Stars
728Forks
99Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

012525037550062575069182017-092022-032026-10
Major 2Minor 20Patch 26

Each point covers 9 days.

OpenSSF Scorecard 4.5 / 10
4.5aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-10-22 02:59 UTC

10Binary-Artifactsno binaries found in the repo
1Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 10/24 approved changesets -- score normalized to 4
10Contributorsproject has 55 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
2SASTSAST tool is not run on all commits -- score normalized to 2
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities17 existing vulnerabilities detected
Direct dependencies 37
RegistryPackageVersion constraintManifest
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Gogithub.com/bazelbuild/buildtoolsv0.0.0-20250930140053-2eb4fccefb52gazelle/go.mod
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All dependencies 274

Full resolved dependency set from the GitHub dependency graph: 58 direct and 216 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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PyPIlegacy-cgi—indirect
PyPIlegacy-cgi2.6.4indirect
PyPIlibclang18.1.1indirect
PyPImarkdown-it-py3.0.0indirect
PyPImarkdown-it-py4.2.0indirect
PyPImccabe0.7.0indirect
PyPImdit-py-plugins0.4.2indirect
PyPImdit-py-plugins0.6.1indirect
PyPImdurl0.1.2indirect
PyPImore-itertools—indirect
PyPImore-itertools11.2.1indirect
PyPImore-itertools9.0.0indirect
PyPImore-itertools9.1.0indirect
PyPImy-local-pkg1.0.0indirect
PyPImypy-extensions1.1.0indirect
PyPInh30.3.7indirect
PyPIpackaging—indirect
PyPIpackaging26.1indirect
PyPIpackaging26.2indirect
PyPIpackaging26.3indirect
PyPIpathspec0.10.3indirect
PyPIpathspec0.11.1indirect
PyPIpathspec1.1.1indirect
PyPIpep517—indirect
PyPIpip—indirect
PyPIpip22.2.1indirect
PyPIpip22.2.2indirect
PyPIpip22.3indirect
PyPIpip22.3.1indirect
PyPIpip26.2indirect
PyPIpip-tools—indirect
PyPIplatformdirs2.6.0indirect
PyPIplatformdirs3.5.1indirect
PyPIplatformdirs4.10.0indirect
PyPIplatformdirs4.11.3indirect
PyPIpluggy1.6.0indirect
PyPIpycparser3.0indirect
PyPIpycparser3.11indirect
PyPIpygments2.20.0indirect
PyPIpygments2.21.0indirect
PyPIpylint—indirect
PyPIpylint2.15.9indirect
PyPIpylint2.17.7indirect
PyPIpylint-print1.0.1indirect
PyPIpypiserver—indirect
PyPIpypiserver2.4.1indirect
PyPIpython-dateutil—indirect
PyPIpython-dateutil2.8.2indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-magic0.4.27indirect
PyPIpytokens0.4.1indirect
PyPIpywin32-ctypes0.2.3indirect
PyPIpyyaml6.0indirect
PyPIpyyaml6.0.3indirect
PyPIreadme-renderer46.0indirect
PyPIrequests—indirect
PyPIrequests2.32.5indirect
PyPIrequests2.34.2indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIrfc39862.0.0indirect
PyPIrich15.0.0indirect
PyPIroman-numerals4.1.0indirect
PyPIrules-python-dev0.0.0indirect
PyPIrules-python-docs0.0.0indirect
PyPIrules-python-sphinxdocs-dev0.0.0indirect
PyPIs3cmd—indirect
PyPIs3cmd2.1.0indirect
PyPIsecretstorage3.5.0indirect
PyPIsetuptools—indirect
PyPIsetuptools65.6.3indirect
PyPIsetuptools84.2.1indirect
PyPIsix1.16.0indirect
PyPIsix1.17.0indirect
PyPIsnowballstemmer2.2.0indirect
PyPIsnowballstemmer3.0.1indirect
PyPIsnowballstemmer3.1.1indirect
PyPIsphinxcontrib-applehelp1.0.7indirect
PyPIsphinxcontrib-applehelp2.0.0indirect
PyPIsphinxcontrib-devhelp1.0.5indirect
PyPIsphinxcontrib-devhelp2.0.0indirect
PyPIsphinxcontrib-htmlhelp2.0.4indirect
PyPIsphinxcontrib-htmlhelp2.1.0indirect
PyPIsphinxcontrib-jquery4.1indirect
PyPIsphinxcontrib-jsmath1.0.1indirect
PyPIsphinxcontrib-qthelp1.0.6indirect
PyPIsphinxcontrib-qthelp2.0.0indirect
PyPIsphinxcontrib-serializinghtml—indirect
PyPIsphinxcontrib-serializinghtml1.1.9indirect
PyPIsphinxcontrib-serializinghtml2.0.0indirect
PyPIsqlparse0.6.0indirect
PyPItabulate—indirect
PyPItabulate0.9.0indirect
PyPItomli—indirect
PyPItomli2.0.1indirect
PyPItomli2.4.1indirect
PyPItomli2.5.0indirect
PyPItomlkit0.11.6indirect
PyPItomlkit0.11.8indirect
PyPItomlkit0.15.1indirect
PyPItwine—indirect
PyPItwine7.0.0indirect
PyPItypes-pyyaml6.0.12.20240917indirect
PyPItypes-tabulate0.9.0.20240106indirect
PyPItzdata2024.2indirect
PyPIurllib3—indirect
PyPIurllib32.6.3indirect
PyPIurllib32.7.0indirect
PyPIurllib32.8.0indirect
PyPIwebsockets11.0.3indirect
PyPIwebsockets17.0.1indirect
PyPIwerkzeug3.1.9indirect
PyPIwheel—indirect
PyPIwheel0.46.2indirect
PyPIwrapt1.14.1indirect
PyPIwrapt1.15.0indirect
PyPIwrapt1.17.3indirect
PyPIyamllint—indirect
PyPIyamllint1.28.0indirect
PyPIyamllint1.32.0indirect
PyPIyamllint1.38.0indirect
PyPIzipp—indirect
PyPIzipp3.23.1indirect
PyPIzipp4.1.1indirect
Dependency advisories 13

This repository publishes no package the index resolves, so its own dependency graph was assessed — 236 packages, which also include development and test pins that never ship: 13 carry known advisories, of which 1 are direct. 38 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
certifi2026.4.22indirecthigh22026.10.19
certifi2026.7.22indirecthigh22026.10.19
pip22.2.1indirecthigh1426.2.0
pip22.2.2indirecthigh1426.2.0
pip22.3indirecthigh1426.2.0
pip22.3.1indirecthigh1426.2.0
setuptools65.6.3indirecthigh683.0.0
urllib32.6.3indirecthigh102.8.0
urllib32.7.0indirecthigh62.8.0
pytest8.4.2directmoderate29.0.3
requests2.32.5indirectmoderate22.33.0
golang.org/x/modv0.23.0indirectunknown21.27.0-rc.3
golang.org/x/sysv0.30.0indirectunknown10.44.0

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — Go.