Public record
Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-13 02:51 UTC

danielgtaylor / python-betterproto

Clean, modern, Python 3.6+ code generator & library for Protobuf 3 and async gRPC

PythonMIT★ 1,770 stars⑂ 234 forkssince Oct 2019View on GitHub ↗
KindCommand-line toolLibraryhow this is determined

danielgtaylor/python-betterproto holds a health index of 34 out of 100, placing it in the At Risk band. It scores highest on Community & Adoption (79/100) and lowest on Vitality (21/100). It was last updated 391 days ago. 3 contributors account for most of its recent work.

34
overall / 100
At Risk

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.

34
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 60 is calibrated to 65 on the published index scale (record calibration 2026-08-02).

Ownership

Daniel G. TaylorPersonal account
536 followers98 public repossince Jul 2009Axon

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIbetterproto1.2.5-162268 days ago

Metrics by category

Vitality

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

21At Risk · 21% of overall
How it's scored
0/36Push recencylast push 391 days ago
0/36Commit cadence0/52 weeks with commits
0/18Commit volume0 commits in the last year
0/10OpenSSF Scorecard: Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Inputs used
commits_last_year0
human_commit_share1
days_since_last_push391
active_weeks_last_year0
How it's scored
27/27Ships releases9 releases published
7.2/36Release recencylatest release 728 days ago
12.6/27Release cadencea release every ~192.6 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count9
latest_release_tagv.2.0.0b7
releases_from_tagsno
days_since_latest_release728
mean_days_between_releases192.6
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

79Good · 17% of overall
How it's scored
52.7/60Stars1,770 stars
19.7/25Forks234 forks
7.5/15Watchers23 watchers
Inputs used
forks234
stars1,770
watchers23
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges1
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com
has_pull_request_templateyes

Sustainability & Governance

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

72Good · 23% of overall
How it's scored
36/54Bus factor3 contributor(s) cover half of all commits
15.5/22.5Commit distributiontop contributor authored 31% of commits
13.5/13.5Contributor breadth79 contributors
10/10OpenSSF Scorecard: Contributorsproject has 10 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled79
top_contributor_share0.309
How it's scored
25/42Issue resolution60% of issues closed
23.6/30PR acceptance216/274 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
15/15OpenSSF Scorecard: Code-Reviewall changesets reviewed
Inputs used
merged_prs216
open_issues155
closed_issues229
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio0.596
closed_unmerged_prs58
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
10/30Ownership backingpersonal (user) account
0/20Verified domainnot applicable to user accounts
19.6/25Owner reach536 followers of danielgtaylor
25/25Track record98 public repos, account ~17 yr old
Inputs used
followers536
owner_typeUser
is_verified
owner_logindanielgtaylor
public_repos98
account_age_days6,232
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable1 package(s) on pypi
4/35Publish recencylatest publish 2,268 days ago
20/20Version history16 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesbetterproto
ecosystemspypi
any_deprecatedno
min_days_since_publish2,268

Engineering Quality

Are baseline engineering and documentation practices in place?

74Good · 19% of overall
How it's scored
24/24CI workflows4 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests1 out of 30 merged PRs checked by a CI test -- score normalized to 0
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics6 topics
0/10Wiki
Inputs used
topicspython-3, protocol-buffer-compiler, asyncio, grpc, code-generator, plugin
has_wikino
homepage
docs_site
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

55Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
0/7.5Branch-Protectionno data
0/2.5CI-Tests1 out of 30 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Reviewall changesets reviewed
2.5/2.5Contributorsproject has 10 contributing companies or organizations
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
0/7.5Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packagingno data
0/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
3.5/5SASTSAST tool detected but not run on all commits
0/5Security-Policysecurity policy file not detected
0/7.5Signed-Releasesno data
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities22 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4.8
Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.
How it's scored
26.6/35Direct dependencies free of known advisories1 affected: jinja2 3.1.5 (moderate)
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
37.2/40No advisories left outstanding1 advisory-carrying package(s) unaddressed past 90 days; oldest published 525 days ago
Inputs used
sourceosv
advisories43
affected_packages12
assessed_packages92
unassessed_packages0
affected_by_severityhigh 4, moderate 7, low 1
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 92 resolved dependencies against OSV. 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.

66Good · 4% of overall
How it's scored
0/45Agent instructionsno CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history96 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share0.96
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstraptests/streams/java/pom.xml (toolchain convention, no task runner)
22/22Automated tests
11/11Lint / format config
11/11Static type checkingsrc/betterproto/py.typed
10/10Reproducible environmentlockfile
0/10Demonstrated agent practiceno agent-authored commits among the last 100
0/8Automated maintenanceno automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespoetry.lock
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configssrc/betterproto/py.typed
agent_commit_share0
toolchain_manifeststests/streams/java/pom.xml
dependency_bot_commit_share0
How it's scored
27/45Type-checkable codePython with type-check config (src/betterproto/py.typed)
53.2/55Manageable file sizes3/90 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes92,351
source_files_sampled90
oversized_source_files3
How it's scored
40/40API schema (OpenAPI/GraphQL/proto)tests/inputs/bool/bool.proto, tests/inputs/bytes/bytes.proto, tests/inputs/casing/casing.proto, tests/inputs/casing_inner_class/casing_inner_class.proto, tests/inputs/casing_message_field_uppercase/casing_message_field_uppercase.proto, tests/inputs/deprecated/deprecated.proto, tests/inputs/documentation/documentation.proto, tests/inputs/double/double.proto, tests/inputs/empty_repeated/empty_repeated.proto, tests/inputs/empty_service/empty_service.proto, tests/inputs/entry/entry.proto, tests/inputs/enum/enum.proto, tests/inputs/example/example.proto, tests/inputs/example_service/example_service.proto, tests/inputs/field_name_identical_to_type/field_name_identical_to_type.proto, tests/inputs/fixed/fixed.proto, tests/inputs/float/float.proto, tests/inputs/google_impl_behavior_equivalence/google_impl_behavior_equivalence.proto, tests/inputs/googletypes/googletypes.proto, tests/inputs/googletypes_request/googletypes_request.proto, tests/inputs/googletypes_response/googletypes_response.proto, tests/inputs/googletypes_response_embedded/googletypes_response_embedded.proto, tests/inputs/googletypes_service_returns_empty/googletypes_service_returns_empty.proto, tests/inputs/googletypes_service_returns_googletype/googletypes_service_returns_googletype.proto, tests/inputs/googletypes_struct/googletypes_struct.proto, tests/inputs/googletypes_value/googletypes_value.proto, tests/inputs/import_capitalized_package/capitalized.proto, tests/inputs/import_capitalized_package/test.proto, tests/inputs/import_child_package_from_package/child.proto, tests/inputs/import_child_package_from_package/import_child_package_from_package.proto, tests/inputs/import_child_package_from_package/package_message.proto, tests/inputs/import_child_package_from_root/child.proto, tests/inputs/import_child_package_from_root/import_child_package_from_root.proto, tests/inputs/import_circular_dependency/import_circular_dependency.proto, tests/inputs/import_circular_dependency/other.proto, tests/inputs/import_circular_dependency/root.proto, tests/inputs/import_cousin_package/cousin.proto, tests/inputs/import_cousin_package/test.proto, tests/inputs/import_cousin_package_same_name/cousin.proto, tests/inputs/import_cousin_package_same_name/test.proto, tests/inputs/import_packages_same_name/import_packages_same_name.proto, tests/inputs/import_packages_same_name/posts_v1.proto, tests/inputs/import_packages_same_name/users_v1.proto, tests/inputs/import_parent_package_from_child/import_parent_package_from_child.proto, tests/inputs/import_parent_package_from_child/parent_package_message.proto, tests/inputs/import_root_package_from_child/child.proto, tests/inputs/import_root_package_from_child/root.proto, tests/inputs/import_root_sibling/import_root_sibling.proto, tests/inputs/import_root_sibling/sibling.proto, tests/inputs/import_service_input_message/child_package_request_message.proto, tests/inputs/import_service_input_message/import_service_input_message.proto, tests/inputs/import_service_input_message/request_message.proto, tests/inputs/int32/int32.proto, tests/inputs/invalid_field/invalid_field.proto, tests/inputs/map/map.proto, tests/inputs/mapmessage/mapmessage.proto, tests/inputs/namespace_builtin_types/namespace_builtin_types.proto, tests/inputs/namespace_keywords/namespace_keywords.proto, tests/inputs/nested/nested.proto, tests/inputs/nested2/nested2.proto, tests/inputs/nested2/package.proto, tests/inputs/nestedtwice/nestedtwice.proto, tests/inputs/oneof/oneof.proto, tests/inputs/oneof_default_value_serialization/oneof_default_value_serialization.proto, tests/inputs/oneof_empty/oneof_empty.proto, tests/inputs/oneof_enum/oneof_enum.proto, tests/inputs/proto3_field_presence/proto3_field_presence.proto, tests/inputs/proto3_field_presence_oneof/proto3_field_presence_oneof.proto, tests/inputs/recursivemessage/recursivemessage.proto, tests/inputs/ref/ref.proto, tests/inputs/ref/repeatedmessage.proto, tests/inputs/regression_387/regression_387.proto, tests/inputs/regression_414/regression_414.proto, tests/inputs/repeated/repeated.proto, tests/inputs/repeated_duration_timestamp/repeated_duration_timestamp.proto, tests/inputs/repeatedmessage/repeatedmessage.proto, tests/inputs/repeatedpacked/repeatedpacked.proto, tests/inputs/service/service.proto, tests/inputs/service_separate_packages/messages.proto, tests/inputs/service_separate_packages/service.proto, tests/inputs/service_uppercase/service.proto, tests/inputs/signed/signed.proto, tests/inputs/timestamp_dict_encode/timestamp_dict_encode.proto, tests/streams/java/src/main/proto/betterproto/nested.proto, tests/streams/java/src/main/proto/betterproto/oneof.proto
0/20MCP servernot applicable to this kind of software
40/40Runnable examplesexample
Inputs used
example_dirsexample
has_mcp_signalno
api_schema_filestests/inputs/bool/bool.proto, tests/inputs/bytes/bytes.proto, tests/inputs/casing/casing.proto, tests/inputs/casing_inner_class/casing_inner_class.proto, tests/inputs/casing_message_field_uppercase/casing_message_field_uppercase.proto, tests/inputs/deprecated/deprecated.proto, tests/inputs/documentation/documentation.proto, tests/inputs/double/double.proto, tests/inputs/empty_repeated/empty_repeated.proto, tests/inputs/empty_service/empty_service.proto, tests/inputs/entry/entry.proto, tests/inputs/enum/enum.proto, tests/inputs/example/example.proto, tests/inputs/example_service/example_service.proto, tests/inputs/field_name_identical_to_type/field_name_identical_to_type.proto, tests/inputs/fixed/fixed.proto, tests/inputs/float/float.proto, tests/inputs/google_impl_behavior_equivalence/google_impl_behavior_equivalence.proto, tests/inputs/googletypes/googletypes.proto, tests/inputs/googletypes_request/googletypes_request.proto, tests/inputs/googletypes_response/googletypes_response.proto, tests/inputs/googletypes_response_embedded/googletypes_response_embedded.proto, tests/inputs/googletypes_service_returns_empty/googletypes_service_returns_empty.proto, tests/inputs/googletypes_service_returns_googletype/googletypes_service_returns_googletype.proto, tests/inputs/googletypes_struct/googletypes_struct.proto, tests/inputs/googletypes_value/googletypes_value.proto, tests/inputs/import_capitalized_package/capitalized.proto, tests/inputs/import_capitalized_package/test.proto, tests/inputs/import_child_package_from_package/child.proto, tests/inputs/import_child_package_from_package/import_child_package_from_package.proto, tests/inputs/import_child_package_from_package/package_message.proto, tests/inputs/import_child_package_from_root/child.proto, tests/inputs/import_child_package_from_root/import_child_package_from_root.proto, tests/inputs/import_circular_dependency/import_circular_dependency.proto, tests/inputs/import_circular_dependency/other.proto, tests/inputs/import_circular_dependency/root.proto, tests/inputs/import_cousin_package/cousin.proto, tests/inputs/import_cousin_package/test.proto, tests/inputs/import_cousin_package_same_name/cousin.proto, tests/inputs/import_cousin_package_same_name/test.proto, tests/inputs/import_packages_same_name/import_packages_same_name.proto, tests/inputs/import_packages_same_name/posts_v1.proto, tests/inputs/import_packages_same_name/users_v1.proto, tests/inputs/import_parent_package_from_child/import_parent_package_from_child.proto, tests/inputs/import_parent_package_from_child/parent_package_message.proto, tests/inputs/import_root_package_from_child/child.proto, tests/inputs/import_root_package_from_child/root.proto, tests/inputs/import_root_sibling/import_root_sibling.proto, tests/inputs/import_root_sibling/sibling.proto, tests/inputs/import_service_input_message/child_package_request_message.proto, tests/inputs/import_service_input_message/import_service_input_message.proto, tests/inputs/import_service_input_message/request_message.proto, tests/inputs/int32/int32.proto, tests/inputs/invalid_field/invalid_field.proto, tests/inputs/map/map.proto, tests/inputs/mapmessage/mapmessage.proto, tests/inputs/namespace_builtin_types/namespace_builtin_types.proto, tests/inputs/namespace_keywords/namespace_keywords.proto, tests/inputs/nested/nested.proto, tests/inputs/nested2/nested2.proto, tests/inputs/nested2/package.proto, tests/inputs/nestedtwice/nestedtwice.proto, tests/inputs/oneof/oneof.proto, tests/inputs/oneof_default_value_serialization/oneof_default_value_serialization.proto, tests/inputs/oneof_empty/oneof_empty.proto, tests/inputs/oneof_enum/oneof_enum.proto, tests/inputs/proto3_field_presence/proto3_field_presence.proto, tests/inputs/proto3_field_presence_oneof/proto3_field_presence_oneof.proto, tests/inputs/recursivemessage/recursivemessage.proto, tests/inputs/ref/ref.proto, tests/inputs/ref/repeatedmessage.proto, tests/inputs/regression_387/regression_387.proto, tests/inputs/regression_414/regression_414.proto, tests/inputs/repeated/repeated.proto, tests/inputs/repeated_duration_timestamp/repeated_duration_timestamp.proto, tests/inputs/repeatedmessage/repeatedmessage.proto, tests/inputs/repeatedpacked/repeatedpacked.proto, tests/inputs/service/service.proto, tests/inputs/service_separate_packages/messages.proto, tests/inputs/service_separate_packages/service.proto, tests/inputs/service_uppercase/service.proto, tests/inputs/signed/signed.proto, tests/inputs/timestamp_dict_encode/timestamp_dict_encode.proto, tests/streams/java/src/main/proto/betterproto/nested.proto, tests/streams/java/src/main/proto/betterproto/oneof.proto
interfaces_expected_of
Excluded from scoring (no data or not applicable): MCP server. Remaining weights renormalized.

Key facts

1,770GitHub stars
79contributors
0commits, last 12 months
391days since last push
9releases
3bus factor
155open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 234 ⇿
0Stars
234Forks
9Releases

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.

0408012016020024022442019-122023-032026-06
Major 0Minor 0Patch 2

Each point covers 6 days.

OpenSSF Scorecard 4.8 / 10
4.8aggregate

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 · 2026-08-13 02:50 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
0CI-Tests1 out of 30 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 10 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
7SASTSAST tool detected but not run on all commits
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities22 existing vulnerabilities detected
Direct dependencies 6
RegistryPackageVersion constraintManifest
PyPIruff~0.9.1pyproject.toml
PyPIgrpclib^0.4.1pyproject.toml
PyPIjinja2>=3.0.3pyproject.toml
PyPIpython-dateutil^2.8pyproject.toml
PyPItyping-extensions^4.7.1pyproject.toml
PyPIbetterproto-rust-codec0.1.1pyproject.toml
All dependencies 92

Full resolved dependency set from the GitHub dependency graph: 6 direct and 86 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPIgrpclib0.4.7direct
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PyPIsphinxcontrib-jsmath1.0.1indirect
PyPIsphinxcontrib-qthelp2.0.0indirect
PyPIsphinxcontrib-serializinghtml2.0.0indirect
PyPItabulate0.9.0indirect
PyPItomli2.2.1indirect
PyPItomlkit0.13.2indirect
PyPItox4.23.2indirect
PyPIurllib32.3.0indirect
PyPIvirtualenv20.28.1indirect
PyPIwcwidth0.2.13indirect
PyPIzipp3.21.0indirect
Dependency advisories 12

This repository publishes no package the index resolves, so its own dependency graph was assessed — 92 packages, which also include development and test pins that never ship: 12 carry known advisories, of which 1 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
com.google.protobuf:protobuf-java3.23.4indirecthigh14.28.2
protobuf5.29.3indirecthigh46.33.5
setuptools75.8.0indirecthigh483.0.0
urllib32.3.0indirecthigh122.7.0
jinja23.1.5directmoderate23.1.6
filelock3.16.1indirectmoderate43.20.3
h24.1.0indirectmoderate44.4.1
idna3.10indirectmoderate23.15
pytest7.4.4indirectmoderate29.0.3
requests2.32.3indirectmoderate42.33.0
virtualenv20.28.1indirectmoderate220.36.1
pygments2.19.1indirectlow22.20.0

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.

Raw JSON report machine-readable

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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 v0.31.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsPyPI.