Public record
Software health reportschema 0.17.0 · metrics 1.13.0 · 2026-07-21 06:07 UTC

buildkite / test-collector-python

Python adapter for Buildkite Test Engine

PythonMIT★ 10 stars⑂ 15 forkssince Jun 2022View on GitHub ↗

buildkite/test-collector-python holds a health index of 70 out of 100, placing it in the Good band. It scores highest on Vitality (87/100) and lowest on Community & Adoption (47/100). It was last updated today. 3 contributors account for most of its recent work.

70
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.

70
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

BuildkiteOrganization
426 followers237 public repossince Jul 2013

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIbuildkite-test-collector1.7.0-310 days ago

Metrics by category

Vitality

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

87Excellent · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
14.5/36Commit cadence — 21/52 weeks with commits
17.6/18Commit volume — 89 commits in the last year
10/10OpenSSF Scorecard: Maintained — 27 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year89
human_commit_share
days_since_last_push0
active_weeks_last_year21

Release discipline

100Excellent
How it's scored
27/27Ships releases — 26 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~25.7 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count26
latest_release_tagv1.7.0
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases25.7
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?

47At risk · 18% of overall
How it's scored
15.5/60Stars — 10 stars
9.6/25Forks — 15 forks
6.4/15Watchers — 15 watchers
Inputs used
forks15
stars10
watchers15
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonbelow_threshold
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno

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
36/54Bus factor — 3 contributor(s) cover half of all commits
18.1/22.5Commit distribution — top contributor authored 19% of commits
13.5/13.5Contributor breadth — 24 contributors
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled24
top_contributor_share0.194
How it's scored
34.3/46.8Issue resolution — 73% of issues closed
33.6/38.3PR acceptance — 94/107 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs94
open_issues4
closed_issues11
issue_closed_ratio0.733
closed_unmerged_prs13
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
18.9/25Owner reach — 426 followers of buildkite
25/25Track record — 237 public repos, account ~13 yr old
Inputs used
followers426
owner_typeOrganization
is_verified
owner_loginbuildkite
public_repos237
account_age_days4,748
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 31 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesbuildkite-test-collector
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

70Good · 20% of overall
How it's scored
0/24CI workflows
24/24Tests present
16/16Linter config — tox.ini
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_cino
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configno
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://buildkite.com/platform/test-engine/
10/10Repository description
10/10Topics — 4 topics
10/10Wiki
Inputs used
topicsbuildkite, buildkite-test-engine, pytest, python
has_wikiyes
homepagehttps://buildkite.com/platform/test-engine/
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

55Moderate · 16% of overall
How it's scored
7.5/7.5Binary-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 — 11 out of 11 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 4 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
7.5/7.5Maintained — 27 commit(s) and 0 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 — no data
0.8/7.5Vulnerabilities — 9 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated14
scorecard_versionv5.5.0
checks_inconclusive4
scorecard_aggregate5.6
Excluded from scoring (no data or not applicable): dangerous_workflow, packaging, signed_releases, token_permissions. Remaining weights renormalized.
How it's scored
12.3/35Direct dependencies free of known advisories — 3 affected: filelock 3.18.0 (moderate 6.3), pytest 8.4.1 (moderate 6.8), requests 2.32.4 (moderate 5.5)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
27.3/40No advisories left outstanding — 3 advisory-carrying package(s) unaddressed past 90 days; oldest published 216 days ago
Inputs used
sourceosv
advisories17
affected_packages7
assessed_packages57
unassessed_packages0
affected_by_severityhigh 2, moderate 5
direct_affected_packages3
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 57 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

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

61Moderate · 0% of overall
How it's scored
45/45Agent instructions — AGENTS.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes5,593
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
11/11Lint / format config — tox.ini
0/11Static type checking
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
lockfilesuv.lock
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configs
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
0/45Type-checkable code — Python without a type-check config
55/55Manageable file sizes — 0/30 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes24,871
source_files_sampled30
oversized_source_files0

Key facts

10GitHub stars
24contributors
89commits, last 12 months
0days since last push
26releases
3bus factor
4open issues
PyPIpackage ecosystems

Data collection warnings

  • deps.dev does not index pypi:buildkite-test-collector@1.7.0; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 10 ★ / 0 ⇿
10Stars

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

2468101022022-062024-052026-03

Each point covers 4 days.

OpenSSF Scorecard 5.6 / 10
5.6aggregate

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 · 2026-07-21 06:06 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests11 out of 11 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 4 contributing companies or organizations
n/aDangerous-Workflowno workflows found
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained27 commit(s) and 0 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
n/aToken-PermissionsNo tokens found
1Vulnerabilities9 existing vulnerabilities detected
Direct dependencies 3
RegistryPackageVersion constraintManifest
PyPIrequests>=2pyproject.toml
PyPIpytest>=7pyproject.toml
PyPIfilelock>=3pyproject.toml
All dependencies 57

Full resolved dependency set from the GitHub dependency graph: 3 direct and 54 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIfilelock3.18.0direct
PyPIpytest8.4.1direct
PyPIrequests2.32.4direct
PyPIastroid3.3.11indirect
PyPIbackports-tarfile1.2.0indirect
PyPIbuild1.2.2.post1indirect
PyPIbuildkite-test-collector1.7.0indirect
PyPIcertifi2025.7.14indirect
PyPIcffi2.0.0indirect
PyPIcharset-normalizer3.4.2indirect
PyPIcheck-manifest0.50indirect
PyPIcolorama0.4.6indirect
PyPIcryptography49.0.0indirect
PyPIdill0.4.0indirect
PyPIdocutils0.21.2indirect
PyPIexceptiongroup1.3.0indirect
PyPIid1.5.0indirect
PyPIidna3.10indirect
PyPIimportlib-metadata8.7.0indirect
PyPIiniconfig2.1.0indirect
PyPIisort6.0.1indirect
PyPIjaraco-classes3.4.0indirect
PyPIjaraco-context6.0.1indirect
PyPIjaraco-functools4.2.1indirect
PyPIjeepney0.9.0indirect
PyPIkeyring25.6.0indirect
PyPImarkdown-it-py3.0.0indirect
PyPImccabe0.7.0indirect
PyPImdurl0.1.2indirect
PyPImock5.2.0indirect
PyPImore-itertools10.7.0indirect
PyPInh30.2.22indirect
PyPIpackaging25.0indirect
PyPIplatformdirs4.3.8indirect
PyPIpluggy1.6.0indirect
PyPIpy1.11.0indirect
PyPIpycparser2.22indirect
PyPIpygments2.20.0indirect
PyPIpylint3.3.7indirect
PyPIpyproject-hooks1.2.0indirect
PyPIpytest-forked1.6.0indirect
PyPIpywin32-ctypes0.2.3indirect
PyPIpyyaml6.0.2indirect
PyPIreadme-renderer44.0indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIresponses0.25.7indirect
PyPIrfc39862.0.0indirect
PyPIrich14.0.0indirect
PyPIsecretstorage3.3.3indirect
PyPIsetuptools80.9.0indirect
PyPItomli2.2.1indirect
PyPItomlkit0.13.3indirect
PyPItwine6.1.0indirect
PyPItyping-extensions4.14.1indirect
PyPIurllib32.6.3indirect
PyPIurllib32.7.0indirect
PyPIzipp3.23.0indirect
Dependency advisories 7

This repository publishes no package the index resolves, so its own dependency graph was assessed — 57 packages, which also include development and test pins that never ship: 7 carry known advisories, of which 3 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
jaraco-context6.0.1indirecthigh26.1.0
urllib32.6.3indirecthigh42.7.0
filelock3.18.0directmoderate43.20.3
pytest8.4.1directmoderate29.0.3
requests2.32.4directmoderate22.33.0
idna3.10indirectmoderate23.15
setuptools80.9.0indirectmoderate183.0.0

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

Raw JSON report machine-readable
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      "star_history": {
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        "complete": true,
        "collected": 10,
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      "open_issues_and_prs": 7
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    "ai_readiness": {
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      "example_dirs": [],
      "has_llms_txt": false,
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      "bootstrap_files": [],
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    "dependencies": {
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      "advisories": {
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            "cvss_score": 6.1,
            "advisory_ids": [
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            ],
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            "advisory_count": 1,
            "oldest_advisory_days": 12
          }
        ],
        "collected": true,
        "truncated": false,
        "by_severity": {
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          "moderate": 5
        },
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        "assessed_package": null,
        "unassessed_count": 0,
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      },
      "ecosystems": [
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      ],
      "dependencies": [
        {
          "name": "requests",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2"
        },
        {
          "name": "pytest",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=7"
        },
        {
          "name": "filelock",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3"
        }
      ],
      "all_dependencies": {
        "error": null,
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        "packages": [
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            "ecosystem": "pypi"
          },
          {
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              {
                "key": "forks",
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              "has_contributing": false,
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      {
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                "key": "openssf_scorecard_contributors",
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              "merged_prs": 94,
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                "key": "issue_resolution",
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                      "share": 73
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                ],
                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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            "key": "stewardship",
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            "note": null,
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              "followers": 426,
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              "is_verified": null,
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              "account_age_days": 4748
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                "key": "ownership_backing",
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                "details": [
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                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "426 followers of buildkite",
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                    "code": "owner_followers",
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "237 public repos, account ~13 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 237
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                  {
                    "code": "account_age_years",
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                      "years": 13
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                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "name": "Package maintenance",
            "note": null,
            "notes": [],
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            "inputs": {
              "packages": [
                "buildkite-test-collector"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
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            "components": [
              {
                "key": "published_resolvable",
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                "detail": "1 package(s) on pypi",
                "points": 25,
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                "details": [
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                    "code": "packages_published",
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                "max_points": 25
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              {
                "key": "publish_recency",
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                "max_points": 35
              },
              {
                "key": "version_history",
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                "detail": "31 published versions",
                "points": 20,
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                "details": [
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                    "code": "published_versions",
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                "max_points": 20
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              {
                "key": "not_deprecated",
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                "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",
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        "name": "Engineering Quality",
        "value": 70,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "note": null,
            "notes": [],
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              "has_ci": false,
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              "has_editorconfig": true,
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            "components": [
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                "key": "ci_workflows",
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                "points": 0,
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                "max_points": 24
              },
              {
                "key": "tests_present",
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                "detail": null,
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              {
                "key": "linter_config",
                "name": "Linter config",
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                "details": [
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                "max_points": 16
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              {
                "key": "pre_commit_hooks",
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                "points": 0,
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                "max_points": 9.6
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              {
                "key": "editorconfig",
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                "max_points": 6.4
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              {
                "key": "openssf_scorecard_ci_tests",
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                "detail": "11 out of 11 merged PRs checked by a CI test -- score normalized to 10",
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          },
          {
            "key": "documentation",
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            "note": null,
            "notes": [],
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              "homepage": "https://buildkite.com/platform/test-engine/",
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              "has_docs_dir": false,
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            "components": [
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                "key": "wiki",
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        ],
        "description": "Are baseline engineering and documentation practices in place?"
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        "weight": 0.16,
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            "notes": [
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                "code": "excluded_no_data",
                "params": {
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 56,
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              "scorecard_aggregate": 5.6
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
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                "points": 7.5,
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              {
                "key": "branch_protection",
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                "key": "ci_tests",
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
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                "points": 0,
                "status": "missed",
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              {
                "key": "code_review",
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              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 4 contributing companies or organizations",
                "points": 2.5,
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                "max_points": 2.5
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              {
                "key": "dangerous_workflow",
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                "status": "excluded",
                "details": [
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                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
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                "status": "met",
                "details": [],
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "status": "missed",
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              },
              {
                "key": "license",
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              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "27 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
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                "key": "packaging",
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                "points": 0,
                "status": "excluded",
                "details": [
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                ],
                "max_points": 5
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              {
                "key": "pinned_dependencies",
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                "status": "missed",
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              {
                "key": "sast",
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                "status": "missed",
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                "key": "security_policy",
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              },
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                "key": "signed_releases",
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                    "code": "no_data",
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                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "params": {}
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                ],
                "max_points": 7.5
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              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "9 existing vulnerabilities detected",
                "points": 0.8,
                "status": "partial",
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                "max_points": 7.5
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            ]
          },
          {
            "key": "dependency_advisories",
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            "notes": [
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                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
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              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 57
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              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
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              {
                "code": "advisories_reachability",
                "params": {}
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            ],
            "value": 53,
            "inputs": {
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              "affected_packages": 7,
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              "unassessed_packages": 0,
              "affected_by_severity": "high 2, moderate 5",
              "direct_affected_packages": 3
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            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "3 affected: filelock 3.18.0 (moderate 6.3), pytest 8.4.1 (moderate 6.8), requests 2.32.4 (moderate 5.5)",
                "points": 12.3,
                "status": "partial",
                "details": [
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                    "code": "advisories_affected",
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                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
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                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "3 advisory-carrying package(s) unaddressed past 90 days; oldest published 216 days ago",
                "points": 27.3,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 3,
                      "oldest": 216
                    }
                  }
                ],
                "max_points": 40
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            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 57,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
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                ],
                "max_points": 100
              }
            ]
          },
          {
            "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": 10
            },
            "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": 61,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "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": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "AGENTS.md"
              ],
              "agent_instruction_max_bytes": 5593
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md"
                    }
                  }
                ],
                "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": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 53,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "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": "tox.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tox.ini"
                    }
                  }
                ],
                "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": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "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": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "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": 24871,
              "source_files_sampled": 30,
              "oversized_source_files": 0
            },
            "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": "0/30 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 30,
                      "oversized": 0
                    }
                  }
                ],
                "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": [
    "deps.dev does not index pypi:buildkite-test-collector@1.7.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T06:07:17.849586Z",
  "schema_version": "0.17.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/buildkite/test-collector-python.svg",
  "full_name": "buildkite/test-collector-python",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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 v0.17.0 — full methodology · metrics wiki.

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