Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-23 11:46 UTC

wg-lux / lx-data-models

Python · TeXMIT★ 0 stars⑂ 1 forksince Nov 2025View on GitHub ↗
KindCommand-line toolLibraryNetwork servicehow this is determined

wg-lux/lx-data-models holds a health index of 62 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (82/100) and lowest on Community & Adoption (40/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.

62
overall / 100
Moderate

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

62
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 58 is calibrated to 62 on the published index scale (record calibration 2026-08-02).

Ownership

AG-LuxOrganization
6 followers37 public repossince May 2023

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIlx-dtypes0.3.73,408540 days agoclinical-datadata-modelsfhirmedical-researchpydanticterminology

Metrics by category

Vitality

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

66Good · 21% of overall
How it's scored
36/36Push recencylast push 1 days ago
14.5/36Commit cadence21/52 weeks with commits
18/18Commit volume201 commits in the last year
0/10OpenSSF Scorecard: Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Inputs used
commits_last_year201
human_commit_share0.99
days_since_last_push1
active_weeks_last_year21
How it's scored
27/27Ships releases1 releases published
16.2/36Release recencylatest release 242 days ago
12.6/27Release cadencecadence unknown (single release)
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count1
latest_release_tagv0.1.1
releases_from_tagsno
days_since_latest_release242
mean_days_between_releases
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?

40Weak · 17% of overall
How it's scored
0/60Stars0 stars
0/25Forks1 forks
0/15Watchers0 watchers
Inputs used
forks1
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges6
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicescodecov.io, github.com, shields.io
has_pull_request_templateno
How it's scored
47.1/80Monthly downloads3,408 downloads/month across pypi
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packageslx-dtypes
dependents
ecosystemspypi
total_downloads
monthly_downloads3,408
unverified_packages_excluded
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?

51Moderate · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
8.3/22.5Commit distributiontop contributor authored 63% of commits
4.1/13.5Contributor breadth3 contributors
6/10OpenSSF Scorecard: Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor1
contributors_sampled3
top_contributor_share0.633
How it's scored
21/42Issue resolution50% of issues closed
12.2/30PR acceptance11/27 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/2 approved changesets -- score normalized to 0
Inputs used
merged_prs11
open_issues1
closed_issues1
prs_merged_7d0
prs_decided_7d0
prs_merged_30d1
prs_decided_30d1
issue_closed_ratio0.5
closed_unmerged_prs16
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backingorganization-owned
0/20Verified domain
6.1/25Owner reach6 followers of wg-lux
18.2/25Track record37 public repos, account ~3 yr old
Inputs used
followers6
owner_typeOrganization
is_verifiedno
owner_loginwg-lux
public_repos37
account_age_days1,223

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on pypi
35/35Publish recencylatest publish 0 days ago
20/20Version history54 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packageslx-dtypes
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

82Excellent · 19% of overall
How it's scored
24/24CI workflows3 workflow(s)
24/24Tests present
16/16Linter configpyproject.toml ([tool.ruff], [tool.black])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests2 out of 2 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
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
0/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
docs_site
has_readmeyes
has_docs_diryes
has_descriptionno

Security

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

50Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
0.8/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2.5/2.5CI-Tests2 out of 2 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0/7.5Code-ReviewFound 0/2 approved changesets -- score normalized to 0
1.5/2.5Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
0/7.5Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
5/5Packagingpackaging workflow detected
0/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
5/5SASTSAST tool is run on all commits
0/5Security-Policysecurity policy file not detected
0/7.5Signed-Releasesno data
7.5/7.5Token-PermissionsGitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities57 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.1
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.
How it's scored
6.2/35Direct dependencies free of known advisories2 affected: django 6.0.3 (critical 9.8), pillow 12.1.1 (critical 9.1)
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
27.2/40No advisories left outstanding2 advisory-carrying package(s) unaddressed past 90 days; oldest published 168 days ago
Inputs used
sourceosv
advisories110
affected_packages9
assessed_packages135
unassessed_packages0
affected_by_severitycritical 3, high 4, moderate 2
direct_affected_packages2
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 135 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

51Moderate · 4% of overall
How it's scored
0/45Agent instructionsno CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
2.7/40Legible commit history5 of 99 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share0.051
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrapdocs/Makefile
22/22Automated tests
11/11Lint / format configpyproject.toml ([tool.ruff], [tool.black])
11/11Static type checkinglx_dtypes/py.typed
10/10Reproducible environmentNix, lockfile
2/10Demonstrated agent practice1 of the last 100 commits agent-authored or agent-credited
5/8Automated maintenancedependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixyes
has_testsyes
lockfilesuv.lock
has_dockerfileno
typed_languageno
bootstrap_filesdocs/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configslx_dtypes/py.typed
agent_commit_share0.01
toolchain_manifests
dependency_bot_commit_share0
How it's scored
27/45Type-checkable codePython with type-check config (lx_dtypes/py.typed)
54.7/55Manageable file sizes2/426 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes73,097
source_files_sampled426
oversized_source_files2
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_files
interfaces_expected_ofnetwork-service

Key facts

0GitHub stars
3contributors
201commits, last 12 months
1days since last push
1releases
1bus factor
1open issues
PyPIpackage ecosystems

Data collection warnings

  • deps.dev does not index pypi:lx-dtypes@0.3.7; advisories assessed against the repository dependency graph instead

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 · 2026-09-23 11:46 UTC

10Binary-Artifactsno binaries found in the repo
1Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests2 out of 2 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/2 approved changesets -- score normalized to 0
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
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities57 existing vulnerabilities detected
Direct dependencies 20
RegistryPackageVersion constraintManifest
PyPIbibtexparser>=1.4.0pyproject.toml
PyPIdjango>=6.0pyproject.toml
PyPIdjango-ninja>=1.5.3pyproject.toml
PyPIdjango-stubs>=5.2.8pyproject.toml
PyPIdjango-stubs-ext>=5.2.8pyproject.toml
PyPIicecream>=2.1.4pyproject.toml
PyPInumpy>=2.2.3pyproject.toml
PyPIopencv-python>=4.12.0.88pyproject.toml
PyPIopenpyxl>=3.1.5pyproject.toml
PyPIpandas>=2.2.3pyproject.toml
PyPIpandas-stubs>=2.3.3.251201pyproject.toml
PyPIpandera>=0.27.0pyproject.toml
PyPIpillow>=11.3.0pyproject.toml
PyPIpydantic>=2.10.6pyproject.toml
PyPIpython-ffmpeg>=2.0.12pyproject.toml
PyPIpyyaml>=6.0.2pyproject.toml
PyPIrequests>=2.32.3pyproject.toml
PyPIscikit-learn>=1.8.0pyproject.toml
PyPIscipy>=1.16.1pyproject.toml
PyPItypes-pyyaml>=6.0.12.20250915pyproject.toml
All dependencies 135

Full resolved dependency set from the GitHub dependency graph: 20 direct and 115 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIbibtexparser1.4.4direct
PyPIdjango6.0.3direct
PyPIdjango-ninja1.6.2direct
PyPIdjango-stubs6.0.1direct
PyPIdjango-stubs-ext6.0.1direct
PyPIicecream2.1.10direct
PyPInumpy2.4.4direct
PyPIopencv-python4.13.0.92direct
PyPIopenpyxl3.1.5direct
PyPIpandas3.0.2direct
PyPIpandas-stubs3.0.0.260204direct
PyPIpandera0.30.1direct
PyPIpillow12.1.1direct
PyPIpydantic2.12.5direct
PyPIpython-ffmpeg2.0.12direct
PyPIpyyaml6.0.3direct
PyPIrequests2.33.1direct
PyPIscikit-learn1.8.0direct
PyPIscipy1.17.1direct
PyPItypes-pyyaml6.0.12.20250915direct
PyPIaccessible-pygments0.0.5indirect
PyPIalabaster1.0.0indirect
PyPIannotated-types0.7.0indirect
PyPIasgiref3.11.1indirect
PyPIasttokens3.0.1indirect
PyPIattrs26.1.0indirect
PyPIbabel2.18.0indirect
PyPIbeautifulsoup44.14.3indirect
PyPIbuild1.4.2indirect
PyPIcertifi2026.2.25indirect
PyPIcffi2.0.0indirect
PyPIcfgv3.5.0indirect
PyPIcharset-normalizer3.4.6indirect
PyPIcolorama0.4.6indirect
PyPIcoverage7.13.5indirect
PyPIcryptography46.0.6indirect
PyPIdecorator5.2.1indirect
PyPIdistlib0.4.0indirect
PyPIdocutils0.21.2indirect
PyPIet-xmlfile2.0.0indirect
PyPIexecnet2.1.2indirect
PyPIexecuting2.2.1indirect
PyPIfilelock3.25.2indirect
PyPIflake87.3.0indirect
PyPIfuro2025.12.19indirect
PyPIid1.6.1indirect
PyPIidentify2.6.18indirect
PyPIidna3.11indirect
PyPIimagesize2.0.0indirect
PyPIiniconfig2.3.0indirect
PyPIjaraco-classes3.4.0indirect
PyPIjaraco-context6.1.2indirect
PyPIjaraco-functools4.4.0indirect
PyPIjeepney0.9.0indirect
PyPIjinja23.1.6indirect
PyPIjoblib1.5.3indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIkeyring25.7.0indirect
PyPIlibrt0.8.1indirect
PyPIlinkify-it-py2.1.0indirect
PyPImarkdown-it-py4.0.0indirect
PyPImarkupsafe3.0.3indirect
PyPImccabe0.7.0indirect
PyPImdit-py-plugins0.5.0indirect
PyPImdurl0.1.2indirect
PyPImore-itertools10.8.0indirect
PyPImypy1.19.1indirect
PyPImypy-extensions1.1.0indirect
PyPImyst-parser5.0.0indirect
PyPInh30.3.4indirect
PyPInodeenv1.10.0indirect
PyPInumpy-typing-compat20251206.2.4indirect
PyPIoptype0.17.0indirect
PyPIpackaging26.0indirect
PyPIpathspec1.0.4indirect
PyPIpip26.0.1indirect
PyPIplatformdirs4.9.4indirect
PyPIpluggy1.6.0indirect
PyPIpre-commit4.5.1indirect
PyPIpycodestyle2.14.0indirect
PyPIpycparser3.0indirect
PyPIpydantic-core2.41.5indirect
PyPIpyee13.0.1indirect
PyPIpyflakes3.4.0indirect
PyPIpygments2.20.0indirect
PyPIpyparsing3.3.2indirect
PyPIpyproject-hooks1.2.0indirect
PyPIpytest9.0.2indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-django4.12.0indirect
PyPIpytest-env1.6.0indirect
PyPIpytest-mypy-plugins4.0.0indirect
PyPIpytest-xdist3.8.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-discovery1.2.1indirect
PyPIpython-dotenv1.2.2indirect
PyPIpywin32-ctypes0.2.3indirect
PyPIreadme-renderer44.0indirect
PyPIreferencing0.37.0indirect
PyPIregex2026.3.32indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIrfc39862.0.0indirect
PyPIrich14.3.3indirect
PyPIroman-numerals4.1.0indirect
PyPIroman-numerals-py4.1.0indirect
PyPIrpds-py0.30.0indirect
PyPIruff0.15.8indirect
PyPIscipy-stubs1.17.1.3indirect
PyPIsecretstorage3.5.0indirect
PyPIsix1.17.0indirect
PyPIsnowballstemmer3.0.1indirect
PyPIsoupsieve2.8.3indirect
PyPIsphinx8.2.3indirect
PyPIsphinx-autodoc-typehints3.5.2indirect
PyPIsphinx-basic-ng1.0.0b2indirect
PyPIsphinx-copybutton0.5.2indirect
PyPIsphinxcontrib-applehelp2.0.0indirect
PyPIsphinxcontrib-devhelp2.0.0indirect
PyPIsphinxcontrib-htmlhelp2.1.0indirect
PyPIsphinxcontrib-jsmath1.0.1indirect
PyPIsphinxcontrib-qthelp2.0.0indirect
PyPIsphinxcontrib-serializinghtml2.0.0indirect
PyPIsqlparse0.5.5indirect
PyPIthreadpoolctl3.6.0indirect
PyPItomlkit0.14.0indirect
PyPItwine6.2.0indirect
PyPItypeguard4.5.1indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-inspect0.9.0indirect
PyPItyping-inspection0.4.2indirect
PyPItzdata2025.3indirect
PyPIuc-micro-py2.0.0indirect
PyPIurllib32.6.3indirect
PyPIvirtualenv21.2.0indirect
Dependency advisories 9

This repository publishes no package the index resolves, so its own dependency graph was assessed — 135 packages, which also include development and test pins that never ship: 9 carry known advisories, of which 2 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
django6.0.3directcritical336.0.8
pillow12.1.1directcritical3612.3.0
cryptography46.0.6indirectcritical950.0.0
pip26.0.1indirecthigh826.2.0
soupsieve2.8.3indirecthigh62.9.0
sqlparse0.5.5indirecthigh100.6.0
urllib32.6.3indirecthigh42.7.0
idna3.11indirectmoderate23.15
pytest9.0.2indirectmoderate29.0.3

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

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

The message is kept through sign-in.

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

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