Public record
Software health reportschema 0.16.0 · metrics 1.13.0 · 2026-07-20 18:28 UTC

paketo-buildpacks / python-package-managers-run

Buildpack for Python that consolidate all package managers under one roof.

GoCustom license★ 0 stars⑂ 0 forkssince Apr 2025View on GitHub ↗

paketo-buildpacks/python-package-managers-run holds a health index of 32 out of 100, placing it in the At risk band. It scores highest on Vitality (85/100) and lowest on Security (32/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.

32
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; 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.

32
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.

High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At risk ceiling of 49.

Ownership

Paketo BuildpacksOrganization
431 followers199 public repossince Feb 2020

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/paketo-buildpacks/python-package-managers-runv0.5.8-236 days ago

Metrics by category

Vitality

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

85Excellent · 22% of overall
How it's scored
36/36Push recency — last push 2 days ago
17.3/36Commit cadence — 25/52 weeks with commits
18/18Commit volume — 144 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year144
human_commit_share
days_since_last_push2
active_weeks_last_year25
How it's scored
27/27Ships releases — 23 releases published
36/36Release recency — latest release 5 days ago
27/27Release cadence — a release every ~7 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count23
latest_release_tagv0.5.8
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases7

Community & Adoption

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

41At risk · 18% of overall
How it's scored
0/60Stars — 0 stars
0/25Forks — 0 forks
0/15Watchers — 2 watchers
Inputs used
forks0
stars0
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

86Excellent
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseno
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateyes

Sustainability & Governance

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

69Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
9/22.5Commit distribution — top contributor authored 60% of commits
6.8/13.5Contributor breadth — 5 contributors
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor1
contributors_sampled5
top_contributor_share0.6
How it's scored
41.6/46.8Issue resolution — 89% of issues closed
27.9/38.3PR acceptance — 143/196 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs143
open_issues1
closed_issues8
issue_closed_ratio0.889
closed_unmerged_prs53
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
18.9/25Owner reach — 431 followers of paketo-buildpacks
25/25Track record — 199 public repos, account ~6 yr old
Inputs used
followers431
owner_typeOrganization
is_verified
owner_loginpaketo-buildpacks
public_repos199
account_age_days2,341
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 6 days ago
20/20Version history — 23 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/paketo-buildpacks/python-package-managers-run
ecosystemsgo
any_deprecatedno
min_days_since_publish6

Engineering Quality

Are baseline engineering and documentation practices in place?

76Good · 20% of overall
How it's scored
24/24CI workflows — 13 workflow(s)
24/24Tests present
16/16Linter config
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_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

50Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 3 topics
0/10Wiki
Inputs used
topicsbuildpacks, paketo-buildpack, python
has_wikino
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

32At risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-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
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 28 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.3
high_risk_jurisdiction_cap49
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier32
security_posture_before_jurisdiction63
Excluded from scoring (no data or not applicable): branch_protection. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier and gives Security posture an At risk ceiling of 49.

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.

56Moderate · 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 — integration/packagers/testdata/conda/vendored_app/vendor/noarch/click-8.1.8-py310h06a4308_0/info/test/docs/Makefile, integration/packagers/testdata/conda/vendored_app/vendor/noarch/libffi-3.4.4-h6a678d5_1/info/test/testsuite/libffi.bhaible/Makefile, integration/packagers/testdata/conda/vendored_app/vendor/noarch/python-3.10.16-he870216_1/lib/python3.10/config-3.10-x86_64-linux-gnu/Makefile, integration/packagers/testdata/conda/vendored_app/vendor/noarch/xz-5.6.4-h5eee18b_1/share/doc/xz/examples/Makefile
22/22Automated tests
11/11Lint / format config
11/11Static type checking — integration/packagers/testdata/conda/vendored_app/vendor/noarch/blinker-1.9.0-py310h06a4308_0/lib/python3.10/site-packages/blinker/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/click-8.1.8-py310h06a4308_0/lib/python3.10/site-packages/click/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/flask-3.1.0-py310h06a4308_0/lib/python3.10/site-packages/flask/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/itsdangerous-2.2.0-py310h06a4308_0/lib/python3.10/site-packages/itsdangerous/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/jinja2-3.1.6-py310h06a4308_0/lib/python3.10/site-packages/jinja2/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/markupsafe-3.0.2-py310h5eee18b_0/lib/python3.10/site-packages/markupsafe/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/cachecontrol/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/certifi/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/distro/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/idna/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/packaging/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/platformdirs/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/resolvelib/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/rich/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/tomli/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/truststore/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/pkg_resources/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/importlib_metadata/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/inflect/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/jaraco/collections/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/jaraco/functools/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/more_itertools/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/packaging/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/platformdirs/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/tomli/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/typeguard/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/werkzeug-3.1.3-py310h06a4308_0/lib/python3.10/site-packages/werkzeug/py.typed
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no data
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesPipfile.lock, go.sum, poetry.lock, uv.lock
has_dockerfileno
typed_languageyes
bootstrap_filesintegration/packagers/testdata/conda/vendored_app/vendor/noarch/click-8.1.8-py310h06a4308_0/info/test/docs/Makefile, integration/packagers/testdata/conda/vendored_app/vendor/noarch/libffi-3.4.4-h6a678d5_1/info/test/testsuite/libffi.bhaible/Makefile, integration/packagers/testdata/conda/vendored_app/vendor/noarch/python-3.10.16-he870216_1/lib/python3.10/config-3.10-x86_64-linux-gnu/Makefile, integration/packagers/testdata/conda/vendored_app/vendor/noarch/xz-5.6.4-h5eee18b_1/share/doc/xz/examples/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configsintegration/packagers/testdata/conda/vendored_app/vendor/noarch/blinker-1.9.0-py310h06a4308_0/lib/python3.10/site-packages/blinker/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/click-8.1.8-py310h06a4308_0/lib/python3.10/site-packages/click/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/flask-3.1.0-py310h06a4308_0/lib/python3.10/site-packages/flask/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/itsdangerous-2.2.0-py310h06a4308_0/lib/python3.10/site-packages/itsdangerous/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/jinja2-3.1.6-py310h06a4308_0/lib/python3.10/site-packages/jinja2/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/markupsafe-3.0.2-py310h5eee18b_0/lib/python3.10/site-packages/markupsafe/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/cachecontrol/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/certifi/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/distro/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/idna/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/packaging/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/platformdirs/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/resolvelib/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/rich/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/tomli/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/_vendor/truststore/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/pip-25.0-py310h06a4308_0/lib/python3.10/site-packages/pip/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/pkg_resources/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/importlib_metadata/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/inflect/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/jaraco/collections/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/jaraco/functools/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/more_itertools/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/packaging/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/platformdirs/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/tomli/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/setuptools-75.8.0-py310h06a4308_0/lib/python3.10/site-packages/setuptools/_vendor/typeguard/py.typed, integration/packagers/testdata/conda/vendored_app/vendor/noarch/werkzeug-3.1.3-py310h06a4308_0/lib/python3.10/site-packages/werkzeug/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/121 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes22,859
source_files_sampled121
oversized_source_files0
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — demos, examples
Inputs used
example_dirsdemos, examples
has_mcp_signalno
api_schema_files

Key facts

0GitHub stars
5contributors
144commits, last 12 months
2days since last push
23releases
1bus factor
1open issues
Gopackage ecosystems

Data collection warnings

  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

OpenSSF Scorecard 6.3 / 10
6.3aggregate

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 · 2026-07-20 18:27 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
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
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities28 existing vulnerabilities detected
Direct dependencies 6
RegistryPackageVersion constraintManifest
Gogithub.com/BurntSushi/tomlv1.6.0go.mod
Gogithub.com/onsi/gomegav1.42.1go.mod
Gogithub.com/paketo-buildpacks/occamv0.31.3go.mod
Gogithub.com/paketo-buildpacks/packit/v2v2.25.5go.mod
Gogithub.com/pelletier/go-tomlv1.9.5go.mod
Gogithub.com/sclevine/specv1.4.0go.mod
All dependencies not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Raw JSON report machine-readable
{
  "data": {
    "repo": {
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      ],
      "is_fork": false,
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      "homepage": null,
      "languages": {
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        "Shell": 23212
      },
      "pushed_at": "2026-07-18T00:04:53Z",
      "created_at": "2025-04-25T15:09:21Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-18T00:04:56Z",
      "description": "Buildpack for Python that consolidate all package managers under one roof.",
      "is_archived": false,
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      "significant_languages": [
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    "owner": {
      "blog": "https://paketo.io",
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      "company": null,
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                "detail": "a release every ~7 days",
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                "key": "pr_acceptance",
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              "followers": 431,
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                "max_points": 30
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                "key": "verified_domain",
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                "points": 0,
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                "key": "owner_reach",
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                "key": "track_record",
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                "detail": "199 public repos, account ~6 yr old",
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                    "code": "public_repos",
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                      "count": 199
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                  {
                    "code": "account_age_years",
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                      "years": 6
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                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
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                "github.com/paketo-buildpacks/python-package-managers-run"
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              "ecosystems": "go",
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            "components": [
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                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
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                    "code": "packages_published",
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                      "count": 1,
                      "ecosystems": "go"
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                  }
                ],
                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 6 days ago",
                "points": 35,
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                "details": [
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                    "code": "publish_recency",
                    "params": {
                      "days": 6
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                  }
                ],
                "max_points": 35
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              {
                "key": "version_history",
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                "detail": "23 published versions",
                "points": 20,
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                "max_points": 20
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                "key": "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?"
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        "key": "engineering",
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        "weight": 0.2,
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                "key": "ci_workflows",
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                "max_points": 24
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                "key": "tests_present",
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                "key": "linter_config",
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                "key": "pre_commit_hooks",
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            "key": "documentation",
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              "homepage": null,
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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            "value": 32,
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                "key": "binary_artifacts",
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                "key": "branch_protection",
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                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
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                "details": [],
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              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "license",
                "name": "License",
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                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
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                "status": "met",
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              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
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                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
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                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
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              {
                "key": "security_policy",
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                "detail": "security policy file detected",
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                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
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                "key": "vulnerabilities",
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                "status": "missed",
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            ]
          },
          {
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            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
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            ],
            "value": 50,
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                  "role": "top_contributor",
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                  "country": "Russia"
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              "policy_countries": [
                "Russia",
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                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 4
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "Russia: top_contributor (1)",
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                "status": "partial",
                "details": [
                  {
                    "code": "jurisdiction_exposure",
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                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
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                "status": "met",
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              {
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                "status": "met",
                "details": [
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          },
          {
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            "notes": [],
            "value": 40,
            "inputs": {
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              "has_mcp_signal": false,
              "api_schema_files": []
            },
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                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
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              },
              {
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                "points": 0,
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              },
              {
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            ]
          }
        ],
        "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": [
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-20T18:28:15.946819Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/paketo-buildpacks/python-package-managers-run.svg",
  "full_name": "paketo-buildpacks/python-package-managers-run",
  "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 v0.16.0 — full methodology · metrics wiki.

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