Public record
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-18 13:18 UTC

pyinstaller / pyinstaller-hooks-contrib

Community maintained hooks for PyInstaller.

PythonCustom license★ 121 stars⑂ 143 forkssince Apr 2020View on GitHub ↗

pyinstaller/pyinstaller-hooks-contrib holds a health index of 73 out of 100, placing it in the Good band. It scores highest on Vitality (99/100) and lowest on AI Readiness (23/100). It was last updated 4 days ago. 2 contributors account for most of its recent work.

73
overall / 100
Good

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.

73
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

PyInstallerOrganization
278 followers7 public repossince Nov 2011

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIpyinstaller-hooks-contrib2026.610,217,3577439 days agopyinstallerdevelopmenthooks

Metrics by category

Vitality

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

99Excellent · 22% of overall
How it's scored
36/36Push recency — last push 4 days ago
35.3/36Commit cadence — 51/52 weeks with commits
18/18Commit volume — 152 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year152
human_commit_share
days_since_last_push4
active_weeks_last_year51

Release discipline

100Excellent
How it's scored
27/27Ships releases — 70 releases published
36/36Release recency — latest release 39 days ago
27/27Release cadence — a release every ~28.6 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count70
latest_release_tagv2026.6
releases_from_tagsno
days_since_latest_release39
mean_days_between_releases28.6
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?

66Moderate · 18% of overall
How it's scored
33.7/60Stars — 121 stars
17.9/25Forks — 143 forks
5.3/15Watchers — 10 watchers
Inputs used
forks143
stars121
watchers10
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateyes
How it's scored
80/80Monthly downloads — 10,217,357 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagespyinstaller-hooks-contrib
dependents
ecosystemspypi
total_downloads
monthly_downloads10,217,357
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?

75Good · 24% of overall
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
13.3/22.5Commit distribution — top contributor authored 41% of commits
13.5/13.5Contributor breadth — 100 contributors
10/10OpenSSF Scorecard: Contributors — project has 20 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled100
top_contributor_share0.409
How it's scored
36/46.8Issue resolution — 77% of issues closed
30/38.3PR acceptance — 679/867 decided PRs merged
13.5/15OpenSSF Scorecard: Code-Review — Found 18/20 approved changesets -- score normalized to 9
Inputs used
merged_prs679
open_issues35
closed_issues118
issue_closed_ratio0.771
closed_unmerged_prs188
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
17.6/25Owner reach — 278 followers of pyinstaller
18.6/25Track record — 7 public repos, account ~14 yr old
Inputs used
followers278
owner_typeOrganization
is_verified
owner_loginpyinstaller
public_repos7
account_age_days5,351
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 39 days ago
20/20Version history — 74 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagespyinstaller-hooks-contrib
ecosystemspypi
any_deprecatedno
min_days_since_publish39

Engineering Quality

Are baseline engineering and documentation practices in place?

64Moderate · 20% of overall
How it's scored
24/24CI workflows — 5 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 17 out of 18 merged PRs checked by a CI test -- score normalized to 9
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

60Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 3 topics
10/10Wiki
Inputs used
topicspyinstaller, python, hooks
has_wikiyes
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

51Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.2/2.5CI-Tests — 17 out of 18 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-Review — Found 18/20 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 20 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 2 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
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate5.1
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. 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.

23Critical · 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
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
0/11Static type checking
0/10Reproducible environment
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_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
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
0/45Type-checkable code — Python without a type-check config
54.9/55Manageable file sizes — 1/726 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes99,385
source_files_sampled726
oversized_source_files1

Key facts

121GitHub stars
100contributors
152commits, last 12 months
4days since last push
70releases
2bus factor
35open issues
PyPIpackage ecosystems

More detail

OpenSSF Scorecard 5.1 / 10
5.1aggregate

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 13:17 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
9CI-Tests17 out of 18 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 18/20 approved changesets -- score normalized to 9
10Contributorsproject has 20 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 2 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
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6Vulnerabilities4 existing vulnerabilities detected
Direct dependencies 2
RegistryPackageVersion constraintManifest
PyPIimportlib_metadata>= 4.6setup.cfg
PyPIpackaging>= 22.0setup.cfg
All dependencies 239

Full resolved dependency set from the GitHub dependency graph: 1 direct and 238 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIpackagingdirect
PyPIadbc-driver-manager1.11.0indirect
PyPIadbutils2.12.0indirect
PyPIaltair6.2.2indirect
PyPIapkutils2.0.5indirect
PyPIapscheduler3.11.3indirect
PyPIav18.0.0indirect
PyPIblack26.5.1indirect
PyPIbokeh3.9.1indirect
PyPIboto2.49.0indirect
PyPIboto31.43.46indirect
PyPIbotocore1.43.46indirect
PyPIbranca0.8.2indirect
PyPIcairocffi1.7.1indirect
PyPIcapstone5.0.9indirect
PyPIcassandra-driver3.30.1indirect
PyPIcel-python0.5.0indirect
PyPIcftime1.6.5indirect
PyPIchardet7.4.3indirect
PyPIcharset-normalizer3.4.9indirect
PyPIcloudpickle3.1.2indirect
PyPIcloudscraper1.2.71indirect
PyPIcmocean4.0.3indirect
PyPIcustomtkinter6.0.0indirect
PyPIdash4.4.0indirect
PyPIdash-bootstrap-components2.0.4indirect
PyPIdash-uploader0.6.1indirect
PyPIdask2026.7.0indirect
PyPIdateparser1.4.1indirect
PyPIddgs9.14.4indirect
PyPIduckdb1.5.4indirect
PyPIemoji2.15.0indirect
PyPIeng-to-ipa0.0.2indirect
PyPIeth-hash0.8.0indirect
PyPIeth-rlp2.2.0indirect
PyPIeth-typing6.0.0indirect
PyPIeth-utils6.0.0indirect
PyPIexchangelib5.6.0indirect
PyPIexecnetindirect
PyPIfabric3.2.3indirect
PyPIfake-useragent2.2.0indirect
PyPIfalcon4.3.1indirect
PyPIfastparquet2026.5.0indirect
PyPIffpyplayer4.5.3indirect
PyPIfiona1.10.1indirect
PyPIfolium0.20.0indirect
PyPIfreetype-py2.5.1indirect
PyPIfrictionless5.19.0indirect
PyPIfsspec2026.6.0indirect
PyPIgmsh4.15.2indirect
PyPIgoogle-api-python-client2.198.0indirect
PyPIgrapheme0.6.0indirect
PyPIgraphql-query1.4.0indirect
PyPIh34.5.0indirect
PyPIh5py3.16.0indirect
PyPIhumanize4.16.0indirect
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PyPIiso639-lang2.6.3indirect
PyPIjieba0.42.1indirect
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PyPIkaleido1.3.0indirect
PyPIkhmer-nltk1.6indirect
PyPIlangchain1.3.11indirect
PyPIlangchain-classic1.0.8indirect
PyPIlangdetect1.0.9indirect
PyPIlaonlp1.3.0indirect
PyPIlark1.3.1indirect
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PyPIopencc-python-reimplemented0.1.7indirect
PyPIopencv-python5.0.0.93indirect
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PyPIpendulum3.2.0indirect
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PyPItrame-formkit0.1.2indirect
PyPItrame-grid-layout1.0.3indirect
PyPItrame-iframe1.1.1indirect
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PyPItrame-leaflet1.2.4indirect
PyPItrame-markdown3.1.0indirect
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PyPItrame-router2.3.0indirect
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Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [
        "pyinstaller",
        "python",
        "hooks"
      ],
      "is_fork": false,
      "size_kb": 1653,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Python": 787293
      },
      "pushed_at": "2026-07-13T22:24:46Z",
      "created_at": "2020-04-12T12:21:36Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-13T22:24:49Z",
      "description": "Community maintained hooks for PyInstaller. ",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "master",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://pyinstaller.org",
      "name": "PyInstaller",
      "type": "Organization",
      "login": "pyinstaller",
      "company": null,
      "followers": 278,
      "avatar_url": "https://avatars.githubusercontent.com/u/1215332?v=4",
      "created_at": "2011-11-23T11:05:15Z",
      "is_verified": null,
      "public_repos": 7,
      "account_age_days": 5351
    },
    "activity": {
      "releases_count": 70,
      "commits_last_year": 152,
      "latest_release_at": "2026-06-08T22:37:19Z",
      "latest_release_tag": "v2026.6",
      "releases_from_tags": false,
      "days_since_last_push": 4,
      "active_weeks_last_year": 51,
      "days_since_latest_release": 39,
      "mean_days_between_releases": 28.6
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 62,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": true
    },
    "ecosystem": {
      "packages": [
        {
          "name": "pyinstaller-hooks-contrib",
          "exists": true,
          "license": null,
          "keywords": [
            "pyinstaller",
            "development",
            "hooks",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: Apache Software License",
            "License :: OSI Approved :: GNU General Public License v2 (GPLv2)",
            "Natural Language :: English",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Topic :: Software Development :: Build Tools"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/pyinstaller-hooks-contrib/",
          "is_deprecated": false,
          "latest_version": "2026.6",
          "repository_url": "https://github.com/pyinstaller/pyinstaller-hooks-contrib",
          "versions_count": 74,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 10217357,
          "first_published_at": "2020-04-12T12:34:53.462417Z",
          "latest_published_at": "2026-06-08T22:37:16.152476Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 39
        }
      ]
    },
    "popularity": {
      "forks": 143,
      "stars": 121,
      "watchers": 10,
      "open_issues_and_prs": 44
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
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                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 18/20 approved changesets -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 20 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "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 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "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": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "4 existing vulnerabilities detected",
                "points": 4.5,
                "status": "partial",
                "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": "critical",
        "name": "AI Readiness",
        "value": 23,
        "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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "critical",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 27,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 99385,
              "source_files_sampled": 726,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/726 source files over 60KB",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 726,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "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."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-18T13:18:09.463020Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pyinstaller/pyinstaller-hooks-contrib.svg",
  "full_name": "pyinstaller/pyinstaller-hooks-contrib",
  "license_state": "custom",
  "license_spdx": null
}

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 v0.12.0 — full methodology · metrics wiki.

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