Public record
Software health reportschema 0.13.0 · metrics 1.13.0 · 2026-07-18 16:03 UTC

googleapis / synthtool

PythonApache-2.0★ 107 stars⑂ 99 forkssince Jun 2018View on GitHub ↗

googleapis/synthtool holds a health index of 68 out of 100, placing it in the Moderate band. It scores highest on Sustainability & Governance (83/100) and lowest on Engineering Quality (54/100). It was last updated today. 6 contributors account for most of its recent work.

68
overall / 100
Moderate

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

68
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.

Ownership

Google APIsOrganization
6,605 followers899 public repossince Jan 2016

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIgcp-synthtool2019.5.2149252633 days ago

Metrics by category

Vitality

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

70Good · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
17.3/36Commit cadence — 25/52 weeks with commits
16.1/18Commit volume — 61 commits in the last year
7/10OpenSSF Scorecard: Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
Inputs used
commits_last_year61
human_commit_share
days_since_last_push0
active_weeks_last_year25
How it's scored
27/27Ships releases — 27 releases published
0/36Release recency — latest release 2,465 days ago
27/27Release cadence — a release every ~35.8 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count27
latest_release_tagv2019.10.17
releases_from_tagsno
days_since_latest_release2,465
mean_days_between_releases35.8
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?

62Moderate · 18% of overall
How it's scored
32.9/60Stars — 107 stars
16.6/25Forks — 99 forks
9.6/15Watchers — 54 watchers
Inputs used
forks99
stars107
watchers54
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
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
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno
How it's scored
29/80Monthly downloads — 149 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesgcp-synthtool
dependents
ecosystemspypi
total_downloads
monthly_downloads149
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

83Good · 24% of overall
How it's scored
48.6/54Bus factor — 6 contributor(s) cover half of all commits
19.7/22.5Commit distribution — top contributor authored 12% of commits
13.5/13.5Contributor breadth — 100 contributors
10/10OpenSSF Scorecard: Contributors — project has 33 contributing companies or organizations
Inputs used
bus_factor6
contributors_sampled100
top_contributor_share0.124
How it's scored
41.6/46.8Issue resolution — 89% of issues closed
31.7/38.3PR acceptance — 1,561/1,881 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs1,561
open_issues31
closed_issues250
issue_closed_ratio0.89
closed_unmerged_prs320
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 6,605 followers of googleapis
25/25Track record — 899 public repos, account ~10 yr old
Inputs used
followers6,605
owner_typeOrganization
is_verified
owner_logingoogleapis
public_repos899
account_age_days3,832
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
4/35Publish recency — latest publish 2,633 days ago
20/20Version history — 25 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgcp-synthtool
ecosystemspypi
any_deprecatedno
min_days_since_publish2,633

Engineering Quality

Are baseline engineering and documentation practices in place?

54Moderate · 20% of overall
How it's scored
0/24CI workflows
24/24Tests present
16/16Linter config — .eslintrc.json, .eslintrc.yml, .flake8
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_cino
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

30At risk
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
0/10Repository description
0/10Topics
0/10Wiki
Inputs used
topics
has_wikino
homepage
has_readmeyes
has_docs_dirno
has_descriptionno

Security

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

65Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-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
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 33 contributing companies or organizations
0/10Dangerous-Workflow — no data
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
5.2/7.5Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
4.5/5SAST — SAST tool is not run on all commits -- score normalized to 9
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — no data
0/7.5Vulnerabilities — 16 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated14
scorecard_versionv5.5.0
checks_inconclusive4
scorecard_aggregate6.5
Excluded from scoring (no data or not applicable): dangerous_workflow, packaging, signed_releases, token_permissions. Remaining weights renormalized.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

60Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
18/18One-command bootstrap — noxfile.py
22/22Automated tests
11/11Lint / format config — .eslintrc.json, .eslintrc.yml, .flake8
11/11Static type checking — mypy.ini, tests/fixtures/nodejs-dlp-with-staging/owl-bot-staging/v2/tsconfig.json, tests/fixtures/nodejs-dlp-with-staging/tsconfig.json, tests/fixtures/nodejs-dlp/tsconfig.json, tests/fixtures/nodejs_mono_repo_esm/packages/dlp/tsconfig.json, tests/fixtures/nodejs_mono_repo_with_staging/owl-bot-staging/dlp/v2/tsconfig.json, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/tsconfig.json
10/10Reproducible environment — Dockerfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileyes
typed_languageno
bootstrap_filesnoxfile.py
has_devcontainerno
has_linter_configyes
typecheck_configsmypy.ini, tests/fixtures/nodejs-dlp-with-staging/owl-bot-staging/v2/tsconfig.json, tests/fixtures/nodejs-dlp-with-staging/tsconfig.json, tests/fixtures/nodejs-dlp/tsconfig.json, tests/fixtures/nodejs_mono_repo_esm/packages/dlp/tsconfig.json, tests/fixtures/nodejs_mono_repo_with_staging/owl-bot-staging/dlp/v2/tsconfig.json, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/tsconfig.json
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
How it's scored
27/45Type-checkable code — Python with type-check config (mypy.ini, tests/fixtures/nodejs-dlp-with-staging/owl-bot-staging/v2/tsconfig.json, tests/fixtures/nodejs-dlp-with-staging/tsconfig.json, tests/fixtures/nodejs-dlp/tsconfig.json, tests/fixtures/nodejs_mono_repo_esm/packages/dlp/tsconfig.json, tests/fixtures/nodejs_mono_repo_with_staging/owl-bot-staging/dlp/v2/tsconfig.json, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/tsconfig.json)
53.4/55Manageable file sizes — 21/712 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes4,175,915
source_files_sampled712
oversized_source_files21
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — synthtool/protos/metadata.proto, synthtool/protos/preconfig.proto, tests/fixtures/nodejs-dlp-with-staging/owl-bot-staging/v2/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs-dlp-with-staging/owl-bot-staging/v2/protos/google/privacy/dlp/v2/storage.proto, tests/fixtures/nodejs-dlp-with-staging/protos/google/cloud/common_resources.proto, tests/fixtures/nodejs-dlp-with-staging/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs-dlp-with-staging/protos/google/privacy/dlp/v2/storage.proto, tests/fixtures/nodejs-dlp/protos/google/cloud/common_resources.proto, tests/fixtures/nodejs-dlp/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs-dlp/protos/google/privacy/dlp/v2/storage.proto, tests/fixtures/nodejs_mono_repo_with_staging/owl-bot-staging/dlp/v2/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs_mono_repo_with_staging/owl-bot-staging/dlp/v2/protos/google/privacy/dlp/v2/storage.proto, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/protos/google/cloud/common_resources.proto, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/protos/google/privacy/dlp/v2/storage.proto
0/20MCP server
40/40Runnable examples — sample, samples
Inputs used
example_dirssample, samples
has_mcp_signalno
api_schema_filessynthtool/protos/metadata.proto, synthtool/protos/preconfig.proto, tests/fixtures/nodejs-dlp-with-staging/owl-bot-staging/v2/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs-dlp-with-staging/owl-bot-staging/v2/protos/google/privacy/dlp/v2/storage.proto, tests/fixtures/nodejs-dlp-with-staging/protos/google/cloud/common_resources.proto, tests/fixtures/nodejs-dlp-with-staging/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs-dlp-with-staging/protos/google/privacy/dlp/v2/storage.proto, tests/fixtures/nodejs-dlp/protos/google/cloud/common_resources.proto, tests/fixtures/nodejs-dlp/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs-dlp/protos/google/privacy/dlp/v2/storage.proto, tests/fixtures/nodejs_mono_repo_with_staging/owl-bot-staging/dlp/v2/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs_mono_repo_with_staging/owl-bot-staging/dlp/v2/protos/google/privacy/dlp/v2/storage.proto, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/protos/google/cloud/common_resources.proto, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/protos/google/privacy/dlp/v2/dlp.proto, tests/fixtures/nodejs_mono_repo_with_staging/packages/dlp/protos/google/privacy/dlp/v2/storage.proto

Key facts

107GitHub stars
100contributors
61commits, last 12 months
0days since last push
27releases
6bus factor
31open issues
PyPIpackage ecosystems

More detail

OpenSSF Scorecard 6.5 / 10
6.5aggregate

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 · 2026-07-18 16:02 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-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
10Code-Reviewall changesets reviewed
10Contributorsproject has 33 contributing companies or organizations
n/aDangerous-Workflowno workflows found
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
7Maintained9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
9SASTSAST tool is not run on all commits -- score normalized to 9
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
n/aToken-PermissionsNo tokens found
0Vulnerabilities16 existing vulnerabilities detected
All dependencies 61

Full resolved dependency set from the GitHub dependency graph: 0 direct and 61 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPIblack26.3.1indirect
PyPIcertifi2026.6.17indirect
PyPIcharset-normalizer3.4.9indirect
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PyPIflake85.0.4indirect
PyPIflake87.3.0indirect
PyPIgcloudindirect
PyPIgoogle-cloud-aiplatform1.18.2indirect
PyPIgoogle-cloud-buildindirect
PyPIgoogle-cloud-storageindirect
PyPIhumanize4.16.0indirect
PyPIidna3.18indirect
PyPIipythonindirect
PyPIipython8.10.0indirect
PyPIisort5.10.1indirect
PyPIjinja2indirect
PyPIjinja23.1.6indirect
PyPIjupyterindirect
PyPIjupyter1.0indirect
PyPIlxml6.1.1indirect
PyPImarkupsafe3.0.3indirect
PyPImatplotlib3.6.1indirect
PyPImccabe0.7.0indirect
PyPInbconvertindirect
PyPInbconvert7.17.1indirect
PyPInbqa1.5.2indirect
PyPInox2026.7.11indirect
PyPInumpy1.23.4indirect
PyPIpackagingindirect
PyPIpackaging26.2indirect
PyPIpandas1.5.0indirect
PyPIpapermill2.4.0indirect
PyPIplatformdirs4.10.0indirect
PyPIprotobufindirect
PyPIprotobuf6.33.5indirect
PyPIpycodestyle2.14.0indirect
PyPIpyflakes3.4.0indirect
PyPIpyupgrade2.38.4indirect
PyPIpyyamlindirect
PyPIpyyaml6.0.3indirect
PyPIrequestsindirect
PyPIrequests2.34.2indirect
PyPIsample-tester0.16.3indirect
PyPIsetuptools83.0.0indirect
PyPItabulate0.8.10indirect
PyPItomli2.4.1indirect
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PyPIvirtualenv20.36.1indirect
PyPIwatchdogindirect
PyPIwatchdog6.0.0indirect
Raw JSON report machine-readable
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      "pushed_at": "2026-07-17T20:32:38Z",
      "created_at": "2018-06-28T19:52:07Z",
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        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 62,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 59,
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              "forks": 99,
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              "growth_factor_pct": 100,
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            "components": [
              {
                "key": "stars",
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                "detail": "107 stars",
                "points": 32.9,
                "status": "partial",
                "details": [
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                    "code": "stars",
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                      "count": 107
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "99 forks",
                "points": 16.6,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 99
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "54 watchers",
                "points": 9.6,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 54
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": false
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
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                ],
                "max_points": 22.5
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              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "status": "met",
                "details": [],
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              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
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              },
              {
                "key": "issue_template",
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                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
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            ]
          },
          {
            "key": "ecosystem_adoption",
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            "notes": [
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                "code": "excluded_no_data",
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              },
              {
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            "value": 36,
            "inputs": {
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              "dependents": null,
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              "monthly_downloads": 149
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            "components": [
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                "points": 29,
                "status": "partial",
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                  {
                    "code": "downloads_monthly",
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                  }
                ],
                "max_points": 80
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              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 83,
        "weight": 0.24,
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          {
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            "band": "excellent",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
              "bus_factor": 6,
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              "top_contributor_share": 0.124
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "6 contributor(s) cover half of all commits",
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                "status": "partial",
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                      "count": 6
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                "max_points": 54
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              {
                "key": "commit_distribution",
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                "detail": "top contributor authored 12% of commits",
                "points": 19.7,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 12
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
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                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 100
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                  }
                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 33 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "merged_prs": 1561,
              "open_issues": 31,
              "closed_issues": 250,
              "issue_closed_ratio": 0.89,
              "closed_unmerged_prs": 320
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "89% of issues closed",
                "points": 41.6,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 89
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1561/1881 decided PRs merged",
                "points": 31.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 1561,
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
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                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
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            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 6605,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "googleapis",
              "public_repos": 899,
              "account_age_days": 3832
            },
            "components": [
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                "key": "ownership_backing",
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                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "6,605 followers of googleapis",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
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                      "count": 6605,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "899 public repos, account ~10 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 899
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 10
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                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "moderate",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "packages": [
                "gcp-synthtool"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 2633
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            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
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                    "code": "packages_published",
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                      "count": 1,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 2633 days ago",
                "points": 4,
                "status": "partial",
                "details": [
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                    "code": "publish_recency",
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "25 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "published_versions",
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                      "count": 25
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                  }
                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 54,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": false,
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              "has_editorconfig": false,
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              "has_precommit_config": true
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
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                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".eslintrc.json, .eslintrc.yml, .flake8",
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                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
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                "max_points": 9.6
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              {
                "key": "editorconfig",
                "name": ".editorconfig",
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                "points": 0,
                "status": "missed",
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                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "at_risk",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 30,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
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            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "repository_description",
                "name": "Repository description",
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                "max_points": 10
              },
              {
                "key": "topics",
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                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
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                "status": "missed",
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                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "notes": [
              {
                "code": "excluded_no_data",
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                    "token_permissions"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 65,
            "inputs": {
              "source": "openssf_scorecard",
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              "scorecard_version": "v5.5.0",
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              "scorecard_aggregate": 6.5
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            "components": [
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                "key": "binary_artifacts",
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                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
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              },
              {
                "key": "ci_tests",
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                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "code_review",
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                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 33 contributing companies or organizations",
                "points": 2.5,
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 9",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "16 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 7
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 60,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
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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 v1.13.0, schema v0.13.0 — full methodology · metrics wiki.

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