Public record
Software health reportschema 0.17.0 · metrics 1.13.0 · 2026-07-21 04:46 UTC

adamtheturtle / strict-kwargs

Enforce using keyword arguments in Python where possible

Python · RustMIT★ 1 star⑂ 1 forksince May 2026View on GitHub ↗

adamtheturtle/strict-kwargs holds a health index of 63 out of 100, placing it in the Moderate band. It scores highest on Vitality (76/100) and lowest on AI Readiness (35/100). It was last updated today. A single contributor accounts for most of its recent work.

63
overall / 100
Moderate

Software health index

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

63
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

Adam DangoorPersonal account
73 followers75 public repossince May 2011

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIstrict-kwargs2026.6.8.post1130,6211442 days agolintkeyword-argumentstymypy

Metrics by category

Vitality

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

76Good · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
6.2/36Commit cadence — 9/52 weeks with commits
18/18Commit volume — 234 commits in the last year
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year234
human_commit_share
days_since_last_push0
active_weeks_last_year9

Release discipline

100Excellent
How it's scored
27/27Ships releases — 15 releases published
36/36Release recency — latest release 42 days ago
27/27Release cadence — a release every ~2.4 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count15
latest_release_tag2026.6.8-post.1
releases_from_tagsno
days_since_latest_release42
mean_days_between_releases2.4
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?

39At risk · 18% of overall
How it's scored
0/60Stars — 1 stars
0/25Forks — 1 forks
0/15Watchers — 0 watchers
Inputs used
forks1
stars1
watchers0
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
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
How it's scored
68.2/80Monthly downloads — 130,621 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesstrict-kwargs
dependents
ecosystemspypi
total_downloads
monthly_downloads130,621
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?

62Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
3.4/22.5Commit distribution — top contributor authored 85% of commits
4.1/13.5Contributor breadth — 3 contributors
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Inputs used
bus_factor1
contributors_sampled3
top_contributor_share0.85
How it's scored
41/46.8Issue resolution — 88% of issues closed
36.8/38.3PR acceptance — 174/181 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/13 approved changesets -- score normalized to 0
Inputs used
merged_prs174
open_issues14
closed_issues100
issue_closed_ratio0.877
closed_unmerged_prs7
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
13.4/25Owner reach — 73 followers of adamtheturtle
25/25Track record — 75 public repos, account ~15 yr old
Inputs used
followers73
owner_typeUser
is_verified
owner_loginadamtheturtle
public_repos75
account_age_days5,541
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 42 days ago
20/20Version history — 14 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesstrict-kwargs
ecosystemspypi
any_deprecatedno
min_days_since_publish42

Engineering Quality

Are baseline engineering and documentation practices in place?

76Good · 20% of overall
How it's scored
24/24CI workflows — 6 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 22 out of 22 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
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

58Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 22 out of 22 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
0/7.5Code-Review — Found 0/13 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
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
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.7
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages209
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 209 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.

35At risk · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config
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
lockfilesCargo.lock, uv.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
52.8/55Manageable file sizes — 4/100 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes283,051
source_files_sampled100
oversized_source_files4

Key facts

1GitHub stars
3contributors
234commits, last 12 months
0days since last push
15releases
1bus factor
14open issues
crates.io, PyPIpackage ecosystems

Data collection warnings

  • Could not fetch crates package 'strict-kwargs' from its registry

More detail

OpenSSF Scorecard 4.7 / 10
4.7aggregate

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 04:46 UTC

10Binary-Artifactsno binaries found in the repo
1Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests22 out of 22 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 0/13 approved changesets -- score normalized to 0
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 16
RegistryPackageVersion constraintManifest
crates.ioclap4.5Cargo.toml
crates.ioignore0.4Cargo.toml
crates.ioowo-colors4Cargo.toml
crates.ioinclude_dir0.7Cargo.toml
crates.iorayon1.12Cargo.toml
crates.iorustc-hash2.1Cargo.toml
crates.iosemver1.0Cargo.toml
crates.ioserde1.0Cargo.toml
crates.ioserde_json1.0Cargo.toml
crates.iotoml1.1Cargo.toml
crates.iowalkdir2.5Cargo.toml
crates.ioruff_python_ast0.15.8Cargo.toml
crates.ioruff_python_parser0.15.8Cargo.toml
crates.ioruff_text_size0.15.8Cargo.toml
crates.iomimalloc0.1.52Cargo.toml
PyPIty>=0.0.52pyproject.toml
All dependencies 209

Full resolved dependency set from the GitHub dependency graph: 13 direct and 196 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.ioclap4.6.3direct
crates.ioignore0.4.30direct
crates.ioinclude_dir0.7.4direct
crates.iomimalloc0.1.52direct
crates.ioowo-colors4.3.0direct
crates.iorayon1.12.0direct
crates.iorustc-hash2.1.3direct
crates.iosemver1.0.28direct
crates.ioserde1.0.229direct
crates.ioserde_json1.0.151direct
crates.iotoml1.1.3+spec-1.1.0direct
crates.iowalkdir2.5.0direct
PyPIty0.0.52direct
crates.ioaho-corasick1.1.4indirect
crates.ioanstream1.0.0indirect
crates.ioanstyle1.0.14indirect
crates.ioanstyle-parse1.0.0indirect
crates.ioanstyle-query1.1.5indirect
crates.ioanstyle-wincon3.0.11indirect
crates.ioanyhow1.0.103indirect
crates.ioapprox0.5.1indirect
crates.ioattribute-derive0.10.5indirect
crates.ioattribute-derive-macro0.10.5indirect
crates.ioautocfg1.5.0indirect
crates.iobitflags2.11.1indirect
crates.iobstr1.12.1indirect
crates.iocastaway0.2.4indirect
crates.iocc1.2.62indirect
crates.iocfg-if1.0.4indirect
crates.iocfg_aliases0.2.1indirect
crates.ioclap_builder4.6.2indirect
crates.ioclap_derive4.6.3indirect
crates.ioclap_lex1.1.0indirect
crates.iocodspeed4.6.0indirect
crates.iocodspeed-divan-compat4.6.0indirect
crates.iocodspeed-divan-compat-macros4.6.0indirect
crates.iocodspeed-divan-compat-walltime4.6.0indirect
crates.iocollection_literals1.0.3indirect
crates.iocolorchoice1.0.5indirect
crates.iocolored2.2.0indirect
crates.iocompact_str0.9.0indirect
crates.iocondtype1.3.0indirect
crates.iocrossbeam-deque0.8.6indirect
crates.iocrossbeam-epoch0.9.20indirect
crates.iocrossbeam-utils0.8.21indirect
crates.ioderive-where1.6.1indirect
crates.iodivan-macros0.1.17indirect
crates.ioeither1.15.0indirect
crates.ioequivalent1.0.2indirect
crates.ioerrno0.3.14indirect
crates.iofastrand2.4.1indirect
crates.iofind-msvc-tools0.1.9indirect
crates.iofoldhash0.1.5indirect
crates.ioget-size-derive20.7.4indirect
crates.ioget-size20.7.4indirect
crates.iogetopts0.2.24indirect
crates.iogetrandom0.2.17indirect
crates.iogetrandom0.4.2indirect
crates.ioglob0.3.3indirect
crates.ioglobset0.4.18indirect
crates.iohashbrown0.15.5indirect
crates.iohashbrown0.16.1indirect
crates.iohashbrown0.17.1indirect
crates.ioheck0.5.0indirect
crates.ioid-arena2.3.0indirect
crates.ioinclude_dir_macros0.7.4indirect
crates.ioindexmap2.14.0indirect
crates.ioinsta1.48.0indirect
crates.iointerpolator0.5.0indirect
crates.iois-macro0.3.7indirect
crates.iois_terminal_polyfill1.70.2indirect
crates.ioitertools0.14.0indirect
crates.ioitoa1.0.18indirect
crates.iolazy_static1.5.0indirect
crates.ioleb128fmt0.1.0indirect
crates.iolibc0.2.186indirect
crates.iolibmimalloc-sys0.1.49indirect
crates.iolinux-raw-sys0.12.1indirect
crates.iolog0.4.29indirect
crates.iomanyhow0.11.4indirect
crates.iomanyhow-macros0.11.4indirect
crates.iomemchr2.8.0indirect
crates.ionix0.31.3indirect
crates.ionum-traits0.2.19indirect
crates.ioonce_cell1.21.4indirect
crates.ioonce_cell_polyfill1.70.2indirect
crates.ioordermap1.2.0indirect
crates.iophf0.11.3indirect
crates.iophf_codegen0.11.3indirect
crates.iophf_generator0.11.3indirect
crates.iophf_shared0.11.3indirect
crates.ioppv-lite860.2.21indirect
crates.ioprettyplease0.2.37indirect
crates.ioproc-macro-crate3.5.0indirect
crates.ioproc-macro-utils0.10.0indirect
crates.ioproc-macro21.0.106indirect
crates.ioquote1.0.45indirect
crates.ioquote-use0.8.4indirect
crates.ioquote-use-macros0.8.4indirect
crates.ior-efi6.0.0indirect
crates.iorand0.8.6indirect
crates.iorand_chacha0.3.1indirect
crates.iorand_core0.6.4indirect
crates.iorayon-core1.13.0indirect
crates.ioregex1.12.3indirect
crates.ioregex-automata0.4.14indirect
crates.ioregex-lite0.1.9indirect
crates.ioregex-syntax0.8.10indirect
crates.iorustix1.1.4indirect
crates.iorustpython-ruff_python_ast0.15.8indirect
crates.iorustpython-ruff_python_parser0.15.8indirect
crates.iorustpython-ruff_python_trivia0.15.8indirect
crates.iorustpython-ruff_source_file0.15.8indirect
crates.iorustpython-ruff_text_size0.15.8indirect
crates.iorustversion1.0.22indirect
crates.ioryu1.0.23indirect
crates.iosame-file1.0.6indirect
crates.ioserde_core1.0.229indirect
crates.ioserde_derive1.0.229indirect
crates.ioserde_spanned1.1.1indirect
crates.ioshlex1.3.0indirect
crates.iosimilar2.7.0indirect
crates.iosiphasher1.0.3indirect
crates.iosmallvec1.15.1indirect
crates.iostatic_assertions1.1.0indirect
crates.iostatrs0.18.0indirect
crates.iostrsim0.11.1indirect
crates.iosyn2.0.117indirect
crates.iosyn3.0.2indirect
crates.iotempfile3.27.0indirect
crates.ioterminal_size0.4.4indirect
crates.iothiserror2.0.18indirect
crates.iothiserror-impl2.0.18indirect
crates.iotinyvec1.11.0indirect
crates.iotinyvec_macros0.1.1indirect
crates.iotoml_datetime1.1.1+spec-1.1.0indirect
crates.iotoml_edit0.25.11+spec-1.1.0indirect
crates.iotoml_parser1.1.2+spec-1.1.0indirect
crates.iotoml_writer1.1.2+spec-1.1.0indirect
crates.iounicode-ident1.0.24indirect
crates.iounicode-normalization0.1.25indirect
crates.iounicode-width0.2.2indirect
crates.iounicode-xid0.2.6indirect
crates.iounicode_names21.3.0indirect
crates.iounicode_names2_generator1.3.0indirect
crates.ioutf8parse0.2.2indirect
crates.iowasi0.11.1+wasi-snapshot-preview1indirect
crates.iowasip21.0.3+wasi-0.2.9indirect
crates.iowasip30.4.0+wasi-0.3.0-rc-2026-01-06indirect
crates.iowasm-encoder0.244.0indirect
crates.iowasm-metadata0.244.0indirect
crates.iowasmparser0.244.0indirect
crates.iowinapi-util0.1.11indirect
crates.iowindows-link0.2.1indirect
crates.iowindows-sys0.59.0indirect
crates.iowindows-sys0.61.2indirect
crates.iowindows-targets0.52.6indirect
crates.iowindows_aarch64_gnullvm0.52.6indirect
crates.iowindows_aarch64_msvc0.52.6indirect
crates.iowindows_i686_gnu0.52.6indirect
crates.iowindows_i686_gnullvm0.52.6indirect
crates.iowindows_i686_msvc0.52.6indirect
crates.iowindows_x86_64_gnu0.52.6indirect
crates.iowindows_x86_64_gnullvm0.52.6indirect
crates.iowindows_x86_64_msvc0.52.6indirect
crates.iowinnow1.0.3indirect
crates.iowit-bindgen0.51.0indirect
crates.iowit-bindgen0.57.1indirect
crates.iowit-bindgen-core0.51.0indirect
crates.iowit-bindgen-rust0.51.0indirect
crates.iowit-bindgen-rust-macro0.51.0indirect
crates.iowit-component0.244.0indirect
crates.iowit-parser0.244.0indirect
crates.iozerocopy0.8.48indirect
crates.iozerocopy-derive0.8.48indirect
crates.iozmij1.0.21indirect
PyPIalabaster1.0.0indirect
PyPIannotated-types0.7.0indirect
PyPIattrs26.1.0indirect
PyPIbabel2.18.0indirect
PyPIcertifi2026.5.20indirect
PyPIcharset-normalizer3.4.7indirect
PyPIcheck-wheel-contents0.6.3indirect
PyPIclick8.3.3indirect
PyPIcolorama0.4.6indirect
PyPIdocutils0.22.4indirect
PyPIidna3.18indirect
PyPIimagesize2.0.0indirect
PyPIjinja23.1.6indirect
PyPImarkupsafe3.0.3indirect
PyPIpackaging26.2indirect
PyPIpydantic2.13.4indirect
PyPIpydantic-core2.46.4indirect
PyPIpygments2.20.0indirect
PyPIrequests2.34.2indirect
PyPIroman-numerals4.1.0indirect
PyPIsnowballstemmer3.1.1indirect
PyPIsphinxcontrib-applehelp2.0.0indirect
PyPIsphinxcontrib-devhelp2.0.0indirect
PyPIsphinxcontrib-htmlhelp2.1.0indirect
PyPIsphinxcontrib-jsmath1.0.1indirect
PyPIsphinxcontrib-qthelp2.0.0indirect
PyPIsphinxcontrib-serializinghtml2.0.0indirect
PyPIstrict-kwargs2026.6.8.post1indirect
PyPItowncrier25.8.0indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-inspection0.4.2indirect
PyPIurllib32.7.0indirect
PyPIwheel-filename1.4.2indirect
Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 209 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct.

No known advisories affect the assessed dependencies.

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
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 4347,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Rust": 930631,
        "Jinja": 255,
        "Shell": 8151,
        "Python": 2947015
      },
      "pushed_at": "2026-07-20T13:59:10Z",
      "created_at": "2026-05-16T07:42:02Z",
      "owner_type": "User",
      "updated_at": "2026-07-20T13:59:29Z",
      "description": "Enforce using keyword arguments in Python where possible",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python",
        "Rust"
      ]
    },
    "owner": {
      "blog": "https://adamdangoor.com",
      "name": "Adam Dangoor",
      "type": "User",
      "login": "adamtheturtle",
      "company": null,
      "location": "Bristol, UK",
      "followers": 73,
      "avatar_url": "https://avatars.githubusercontent.com/u/797801?v=4",
      "created_at": "2011-05-19T09:46:49Z",
      "is_verified": null,
      "public_repos": 75,
      "account_age_days": 5541
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases_count": 15,
      "commits_last_year": 234,
      "latest_release_at": "2026-06-08T18:55:59Z",
      "latest_release_tag": "2026.6.8-post.1",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 9,
      "days_since_latest_release": 42,
      "mean_days_between_releases": 2.4
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 42,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "strict-kwargs",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "lint",
            "keyword-arguments",
            "ty",
            "mypy",
            "Development Status :: 4 - Beta",
            "Environment :: Console",
            "License :: OSI Approved :: MIT License",
            "Operating System :: MacOS",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14",
            "Programming Language :: Rust",
            "Topic :: Software Development :: Quality Assurance"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/strict-kwargs/",
          "is_deprecated": false,
          "latest_version": "2026.6.8.post1",
          "repository_url": "https://github.com/adamtheturtle/strict-kwargs",
          "versions_count": 14,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 130621,
          "first_published_at": "2026-05-16T20:14:26.278360Z",
          "latest_published_at": "2026-06-08T19:00:10.171084Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 42
        }
      ]
    },
    "popularity": {
      "forks": 1,
      "stars": 1,
      "watchers": 0,
      "star_history": {
        "days": [
          {
            "date": "2026-05-18",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 1,
        "total_stars": 1
      },
      "open_issues_and_prs": 17
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "largest_source_bytes": 283051,
      "source_files_sampled": 100,
      "oversized_source_files": 4,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "Cargo.toml",
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "repository_graph",
        "source": "osv",
        "findings": [],
        "collected": true,
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 209,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "crates",
        "pypi"
      ],
      "dependencies": [
        {
          "name": "clap",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "4.5"
        },
        {
          "name": "ignore",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.4"
        },
        {
          "name": "owo-colors",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "4"
        },
        {
          "name": "include_dir",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.7"
        },
        {
          "name": "rayon",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.12"
        },
        {
          "name": "rustc-hash",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "2.1"
        },
        {
          "name": "semver",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.0"
        },
        {
          "name": "serde",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.0"
        },
        {
          "name": "serde_json",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.0"
        },
        {
          "name": "toml",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.1"
        },
        {
          "name": "walkdir",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "2.5"
        },
        {
          "name": "ruff_python_ast",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.15.8"
        },
        {
          "name": "ruff_python_parser",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.15.8"
        },
        {
          "name": "ruff_text_size",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.15.8"
        },
        {
          "name": "mimalloc",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.1.52"
        },
        {
          "name": "ty",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.0.52"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "clap",
            "direct": true,
            "version": "4.6.3",
            "ecosystem": "crates"
          },
          {
            "name": "ignore",
            "direct": true,
            "version": "0.4.30",
            "ecosystem": "crates"
          },
          {
            "name": "include_dir",
            "direct": true,
            "version": "0.7.4",
            "ecosystem": "crates"
          },
          {
            "name": "mimalloc",
            "direct": true,
            "version": "0.1.52",
            "ecosystem": "crates"
          },
          {
            "name": "owo-colors",
            "direct": true,
            "version": "4.3.0",
            "ecosystem": "crates"
          },
          {
            "name": "rayon",
            "direct": true,
            "version": "1.12.0",
            "ecosystem": "crates"
          },
          {
            "name": "rustc-hash",
            "direct": true,
            "version": "2.1.3",
            "ecosystem": "crates"
          },
          {
            "name": "semver",
            "direct": true,
            "version": "1.0.28",
            "ecosystem": "crates"
          },
          {
            "name": "serde",
            "direct": true,
            "version": "1.0.229",
            "ecosystem": "crates"
          },
          {
            "name": "serde_json",
            "direct": true,
            "version": "1.0.151",
            "ecosystem": "crates"
          },
          {
            "name": "toml",
            "direct": true,
            "version": "1.1.3+spec-1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "walkdir",
            "direct": true,
            "version": "2.5.0",
            "ecosystem": "crates"
          },
          {
            "name": "ty",
            "direct": true,
            "version": "0.0.52",
            "ecosystem": "pypi"
          },
          {
            "name": "aho-corasick",
            "direct": false,
            "version": "1.1.4",
            "ecosystem": "crates"
          },
          {
            "name": "anstream",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "crates"
          },
          {
            "name": "anstyle",
            "direct": false,
            "version": "1.0.14",
            "ecosystem": "crates"
          },
          {
            "name": "anstyle-parse",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "crates"
          },
          {
            "name": "anstyle-query",
            "direct": false,
            "version": "1.1.5",
            "ecosystem": "crates"
          },
          {
            "name": "anstyle-wincon",
            "direct": false,
            "version": "3.0.11",
            "ecosystem": "crates"
          },
          {
            "name": "anyhow",
            "direct": false,
            "version": "1.0.103",
            "ecosystem": "crates"
          },
          {
            "name": "approx",
            "direct": false,
            "version": "0.5.1",
            "ecosystem": "crates"
          },
          {
            "name": "attribute-derive",
            "direct": false,
            "version": "0.10.5",
            "ecosystem": "crates"
          },
          {
            "name": "attribute-derive-macro",
            "direct": false,
            "version": "0.10.5",
            "ecosystem": "crates"
          },
          {
            "name": "autocfg",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "crates"
          },
          {
            "name": "bitflags",
            "direct": false,
            "version": "2.11.1",
            "ecosystem": "crates"
          },
          {
            "name": "bstr",
            "direct": false,
            "version": "1.12.1",
            "ecosystem": "crates"
          },
          {
            "name": "castaway",
            "direct": false,
            "version": "0.2.4",
            "ecosystem": "crates"
          },
          {
            "name": "cc",
            "direct": false,
            "version": "1.2.62",
            "ecosystem": "crates"
          },
          {
            "name": "cfg-if",
            "direct": false,
            "version": "1.0.4",
            "ecosystem": "crates"
          },
          {
            "name": "cfg_aliases",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "crates"
          },
          {
            "name": "clap_builder",
            "direct": false,
            "version": "4.6.2",
            "ecosystem": "crates"
          },
          {
            "name": "clap_derive",
            "direct": false,
            "version": "4.6.3",
            "ecosystem": "crates"
          },
          {
            "name": "clap_lex",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "codspeed",
            "direct": false,
            "version": "4.6.0",
            "ecosystem": "crates"
          },
          {
            "name": "codspeed-divan-compat",
            "direct": false,
            "version": "4.6.0",
            "ecosystem": "crates"
          },
          {
            "name": "codspeed-divan-compat-macros",
            "direct": false,
            "version": "4.6.0",
            "ecosystem": "crates"
          },
          {
            "name": "codspeed-divan-compat-walltime",
            "direct": false,
            "version": "4.6.0",
            "ecosystem": "crates"
          },
          {
            "name": "collection_literals",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "crates"
          },
          {
            "name": "colorchoice",
            "direct": false,
            "version": "1.0.5",
            "ecosystem": "crates"
          },
          {
            "name": "colored",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "compact_str",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "crates"
          },
          {
            "name": "condtype",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "crates"
          },
          {
            "name": "crossbeam-deque",
            "direct": false,
            "version": "0.8.6",
            "ecosystem": "crates"
          },
          {
            "name": "crossbeam-epoch",
            "direct": false,
            "version": "0.9.20",
            "ecosystem": "crates"
          },
          {
            "name": "crossbeam-utils",
            "direct": false,
            "version": "0.8.21",
            "ecosystem": "crates"
          },
          {
            "name": "derive-where",
            "direct": false,
            "version": "1.6.1",
            "ecosystem": "crates"
          },
          {
            "name": "divan-macros",
            "direct": false,
            "version": "0.1.17",
            "ecosystem": "crates"
          },
          {
            "name": "either",
            "direct": false,
            "version": "1.15.0",
            "ecosystem": "crates"
          },
          {
            "name": "equivalent",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "crates"
          },
          {
            "name": "errno",
            "direct": false,
            "version": "0.3.14",
            "ecosystem": "crates"
          },
          {
            "name": "fastrand",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "crates"
          },
          {
            "name": "find-msvc-tools",
            "direct": false,
            "version": "0.1.9",
            "ecosystem": "crates"
          },
          {
            "name": "foldhash",
            "direct": false,
            "version": "0.1.5",
            "ecosystem": "crates"
          },
          {
            "name": "get-size-derive2",
            "direct": false,
            "version": "0.7.4",
            "ecosystem": "crates"
          },
          {
            "name": "get-size2",
            "direct": false,
            "version": "0.7.4",
            "ecosystem": "crates"
          },
          {
            "name": "getopts",
            "direct": false,
            "version": "0.2.24",
            "ecosystem": "crates"
          },
          {
            "name": "getrandom",
            "direct": false,
            "version": "0.2.17",
            "ecosystem": "crates"
          },
          {
            "name": "getrandom",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "crates"
          },
          {
            "name": "glob",
            "direct": false,
            "version": "0.3.3",
            "ecosystem": "crates"
          },
          {
            "name": "globset",
            "direct": false,
            "version": "0.4.18",
            "ecosystem": "crates"
          },
          {
            "name": "hashbrown",
            "direct": false,
            "version": "0.15.5",
            "ecosystem": "crates"
          },
          {
            "name": "hashbrown",
            "direct": false,
            "version": "0.16.1",
            "ecosystem": "crates"
          },
          {
            "name": "hashbrown",
            "direct": false,
            "version": "0.17.1",
            "ecosystem": "crates"
          },
          {
            "name": "heck",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "crates"
          },
          {
            "name": "id-arena",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "crates"
          },
          {
            "name": "include_dir_macros",
            "direct": false,
            "version": "0.7.4",
            "ecosystem": "crates"
          },
          {
            "name": "indexmap",
            "direct": false,
            "version": "2.14.0",
            "ecosystem": "crates"
          },
          {
            "name": "insta",
            "direct": false,
            "version": "1.48.0",
            "ecosystem": "crates"
          },
          {
            "name": "interpolator",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "crates"
          },
          {
            "name": "is-macro",
            "direct": false,
            "version": "0.3.7",
            "ecosystem": "crates"
          },
          {
            "name": "is_terminal_polyfill",
            "direct": false,
            "version": "1.70.2",
            "ecosystem": "crates"
          },
          {
            "name": "itertools",
            "direct": false,
            "version": "0.14.0",
            "ecosystem": "crates"
          },
          {
            "name": "itoa",
            "direct": false,
            "version": "1.0.18",
            "ecosystem": "crates"
          },
          {
            "name": "lazy_static",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "crates"
          },
          {
            "name": "leb128fmt",
            "direct": false,
            "version": "0.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "libc",
            "direct": false,
            "version": "0.2.186",
            "ecosystem": "crates"
          },
          {
            "name": "libmimalloc-sys",
            "direct": false,
            "version": "0.1.49",
            "ecosystem": "crates"
          },
          {
            "name": "linux-raw-sys",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "crates"
          },
          {
            "name": "log",
            "direct": false,
            "version": "0.4.29",
            "ecosystem": "crates"
          },
          {
            "name": "manyhow",
            "direct": false,
            "version": "0.11.4",
            "ecosystem": "crates"
          },
          {
            "name": "manyhow-macros",
            "direct": false,
            "version": "0.11.4",
            "ecosystem": "crates"
          },
          {
            "name": "memchr",
            "direct": false,
            "version": "2.8.0",
            "ecosystem": "crates"
          },
          {
            "name": "nix",
            "direct": false,
            "version": "0.31.3",
            "ecosystem": "crates"
          },
          {
            "name": "num-traits",
            "direct": false,
            "version": "0.2.19",
            "ecosystem": "crates"
          },
          {
            "name": "once_cell",
            "direct": false,
            "version": "1.21.4",
            "ecosystem": "crates"
          },
          {
            "name": "once_cell_polyfill",
            "direct": false,
            "version": "1.70.2",
            "ecosystem": "crates"
          },
          {
            "name": "ordermap",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "phf",
            "direct": false,
            "version": "0.11.3",
            "ecosystem": "crates"
          },
          {
            "name": "phf_codegen",
            "direct": false,
            "version": "0.11.3",
            "ecosystem": "crates"
          },
          {
            "name": "phf_generator",
            "direct": false,
            "version": "0.11.3",
            "ecosystem": "crates"
          },
          {
            "name": "phf_shared",
            "direct": false,
            "version": "0.11.3",
            "ecosystem": "crates"
          },
          {
            "name": "ppv-lite86",
            "direct": false,
            "version": "0.2.21",
            "ecosystem": "crates"
          },
          {
            "name": "prettyplease",
            "direct": false,
            "version": "0.2.37",
            "ecosystem": "crates"
          },
          {
            "name": "proc-macro-crate",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "crates"
          },
          {
            "name": "proc-macro-utils",
            "direct": false,
            "version": "0.10.0",
            "ecosystem": "crates"
          },
          {
            "name": "proc-macro2",
            "direct": false,
            "version": "1.0.106",
            "ecosystem": "crates"
          },
          {
            "name": "quote",
            "direct": false,
            "version": "1.0.45",
            "ecosystem": "crates"
          },
          {
            "name": "quote-use",
            "direct": false,
            "version": "0.8.4",
            "ecosystem": "crates"
          },
          {
            "name": "quote-use-macros",
            "direct": false,
            "version": "0.8.4",
            "ecosystem": "crates"
          },
          {
            "name": "r-efi",
            "direct": false,
            "version": "6.0.0",
            "ecosystem": "crates"
          },
          {
            "name": "rand",
            "direct": false,
            "version": "0.8.6",
            "ecosystem": "crates"
          },
          {
            "name": "rand_chacha",
            "direct": false,
            "version": "0.3.1",
            "ecosystem": "crates"
          },
          {
            "name": "rand_core",
            "direct": false,
            "version": "0.6.4",
            "ecosystem": "crates"
          },
          {
            "name": "rayon-core",
            "direct": false,
            "version": "1.13.0",
            "ecosystem": "crates"
          },
          {
            "name": "regex",
            "direct": false,
            "version": "1.12.3",
            "ecosystem": "crates"
          },
          {
            "name": "regex-automata",
            "direct": false,
            "version": "0.4.14",
            "ecosystem": "crates"
          },
          {
            "name": "regex-lite",
            "direct": false,
            "version": "0.1.9",
            "ecosystem": "crates"
          },
          {
            "name": "regex-syntax",
            "direct": false,
            "version": "0.8.10",
            "ecosystem": "crates"
          },
          {
            "name": "rustix",
            "direct": false,
            "version": "1.1.4",
            "ecosystem": "crates"
          },
          {
            "name": "rustpython-ruff_python_ast",
            "direct": false,
            "version": "0.15.8",
            "ecosystem": "crates"
          },
          {
            "name": "rustpython-ruff_python_parser",
            "direct": false,
            "version": "0.15.8",
            "ecosystem": "crates"
          },
          {
            "name": "rustpython-ruff_python_trivia",
            "direct": false,
            "version": "0.15.8",
            "ecosystem": "crates"
          },
          {
            "name": "rustpython-ruff_source_file",
            "direct": false,
            "version": "0.15.8",
            "ecosystem": "crates"
          },
          {
            "name": "rustpython-ruff_text_size",
            "direct": false,
            "version": "0.15.8",
            "ecosystem": "crates"
          },
          {
            "name": "rustversion",
            "direct": false,
            "version": "1.0.22",
            "ecosystem": "crates"
          },
          {
            "name": "ryu",
            "direct": false,
            "version": "1.0.23",
            "ecosystem": "crates"
          },
          {
            "name": "same-file",
            "direct": false,
            "version": "1.0.6",
            "ecosystem": "crates"
          },
          {
            "name": "serde_core",
            "direct": false,
            "version": "1.0.229",
            "ecosystem": "crates"
          },
          {
            "name": "serde_derive",
            "direct": false,
            "version": "1.0.229",
            "ecosystem": "crates"
          },
          {
            "name": "serde_spanned",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "crates"
          },
          {
            "name": "shlex",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "crates"
          },
          {
            "name": "similar",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "crates"
          },
          {
            "name": "siphasher",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "crates"
          },
          {
            "name": "smallvec",
            "direct": false,
            "version": "1.15.1",
            "ecosystem": "crates"
          },
          {
            "name": "static_assertions",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "statrs",
            "direct": false,
            "version": "0.18.0",
            "ecosystem": "crates"
          },
          {
            "name": "strsim",
            "direct": false,
            "version": "0.11.1",
            "ecosystem": "crates"
          },
          {
            "name": "syn",
            "direct": false,
            "version": "2.0.117",
            "ecosystem": "crates"
          },
          {
            "name": "syn",
            "direct": false,
            "version": "3.0.2",
            "ecosystem": "crates"
          },
          {
            "name": "tempfile",
            "direct": false,
            "version": "3.27.0",
            "ecosystem": "crates"
          },
          {
            "name": "terminal_size",
            "direct": false,
            "version": "0.4.4",
            "ecosystem": "crates"
          },
          {
            "name": "thiserror",
            "direct": false,
            "version": "2.0.18",
            "ecosystem": "crates"
          },
          {
            "name": "thiserror-impl",
            "direct": false,
            "version": "2.0.18",
            "ecosystem": "crates"
          },
          {
            "name": "tinyvec",
            "direct": false,
            "version": "1.11.0",
            "ecosystem": "crates"
          },
          {
            "name": "tinyvec_macros",
            "direct": false,
            "version": "0.1.1",
            "ecosystem": "crates"
          },
          {
            "name": "toml_datetime",
            "direct": false,
            "version": "1.1.1+spec-1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "toml_edit",
            "direct": false,
            "version": "0.25.11+spec-1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "toml_parser",
            "direct": false,
            "version": "1.1.2+spec-1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "toml_writer",
            "direct": false,
            "version": "1.1.2+spec-1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "unicode-ident",
            "direct": false,
            "version": "1.0.24",
            "ecosystem": "crates"
          },
          {
            "name": "unicode-normalization",
            "direct": false,
            "version": "0.1.25",
            "ecosystem": "crates"
          },
          {
            "name": "unicode-width",
            "direct": false,
            "version": "0.2.2",
            "ecosystem": "crates"
          },
          {
            "name": "unicode-xid",
            "direct": false,
            "version": "0.2.6",
            "ecosystem": "crates"
          },
          {
            "name": "unicode_names2",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "crates"
          },
          {
            "name": "unicode_names2_generator",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "crates"
          },
          {
            "name": "utf8parse",
            "direct": false,
            "version": "0.2.2",
            "ecosystem": "crates"
          },
          {
            "name": "wasi",
            "direct": false,
            "version": "0.11.1+wasi-snapshot-preview1",
            "ecosystem": "crates"
          },
          {
            "name": "wasip2",
            "direct": false,
            "version": "1.0.3+wasi-0.2.9",
            "ecosystem": "crates"
          },
          {
            "name": "wasip3",
            "direct": false,
            "version": "0.4.0+wasi-0.3.0-rc-2026-01-06",
            "ecosystem": "crates"
          },
          {
            "name": "wasm-encoder",
            "direct": false,
            "version": "0.244.0",
            "ecosystem": "crates"
          },
          {
            "name": "wasm-metadata",
            "direct": false,
            "version": "0.244.0",
            "ecosystem": "crates"
          },
          {
            "name": "wasmparser",
            "direct": false,
            "version": "0.244.0",
            "ecosystem": "crates"
          },
          {
            "name": "winapi-util",
            "direct": false,
            "version": "0.1.11",
            "ecosystem": "crates"
          },
          {
            "name": "windows-link",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "crates"
          },
          {
            "name": "windows-sys",
            "direct": false,
            "version": "0.59.0",
            "ecosystem": "crates"
          },
          {
            "name": "windows-sys",
            "direct": false,
            "version": "0.61.2",
            "ecosystem": "crates"
          },
          {
            "name": "windows-targets",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows_aarch64_gnullvm",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows_aarch64_msvc",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows_i686_gnu",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows_i686_gnullvm",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows_i686_msvc",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows_x86_64_gnu",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows_x86_64_gnullvm",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows_x86_64_msvc",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "winnow",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "crates"
          },
          {
            "name": "wit-bindgen",
            "direct": false,
            "version": "0.51.0",
            "ecosystem": "crates"
          },
          {
            "name": "wit-bindgen",
            "direct": false,
            "version": "0.57.1",
            "ecosystem": "crates"
          },
          {
            "name": "wit-bindgen-core",
            "direct": false,
            "version": "0.51.0",
            "ecosystem": "crates"
          },
          {
            "name": "wit-bindgen-rust",
            "direct": false,
            "version": "0.51.0",
            "ecosystem": "crates"
          },
          {
            "name": "wit-bindgen-rust-macro",
            "direct": false,
            "version": "0.51.0",
            "ecosystem": "crates"
          },
          {
            "name": "wit-component",
            "direct": false,
            "version": "0.244.0",
            "ecosystem": "crates"
          },
          {
            "name": "wit-parser",
            "direct": false,
            "version": "0.244.0",
            "ecosystem": "crates"
          },
          {
            "name": "zerocopy",
            "direct": false,
            "version": "0.8.48",
            "ecosystem": "crates"
          },
          {
            "name": "zerocopy-derive",
            "direct": false,
            "version": "0.8.48",
            "ecosystem": "crates"
          },
          {
            "name": "zmij",
            "direct": false,
            "version": "1.0.21",
            "ecosystem": "crates"
          },
          {
            "name": "alabaster",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "26.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "babel",
            "direct": false,
            "version": "2.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2026.5.20",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.7",
            "ecosystem": "pypi"
          },
          {
            "name": "check-wheel-contents",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "docutils",
            "direct": false,
            "version": "0.22.4",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.18",
            "ecosystem": "pypi"
          },
          {
            "name": "imagesize",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "26.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.13.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.46.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": false,
            "version": "2.34.2",
            "ecosystem": "pypi"
          },
          {
            "name": "roman-numerals",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "snowballstemmer",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-applehelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-devhelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-htmlhelp",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-jsmath",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-qthelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-serializinghtml",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "strict-kwargs",
            "direct": false,
            "version": "2026.6.8.post1",
            "ecosystem": "pypi"
          },
          {
            "name": "towncrier",
            "direct": false,
            "version": "25.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wheel-filename",
            "direct": false,
            "version": "1.4.2",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 209,
        "direct_count": 13,
        "indirect_count": 196
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 3,
        "merged_prs": 174,
        "open_issues": 14,
        "closed_ratio": 0.877,
        "closed_issues": 100,
        "closed_unmerged_prs": 7
      },
      "bus_factor": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "adamtheturtle",
          "commits": 199,
          "avatar_url": "https://avatars.githubusercontent.com/u/797801?v=4"
        },
        {
          "type": "Bot",
          "login": "dependabot[bot]",
          "commits": 19,
          "avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
        },
        {
          "type": "Bot",
          "login": "github-actions[bot]",
          "commits": 16,
          "avatar_url": "https://avatars.githubusercontent.com/in/15368?v=4"
        }
      ],
      "contributors_sampled": 3,
      "top_contributor_share": 0.85
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "ci.yml",
        "coverage.yml",
        "dependabot-merge.yml",
        "full-dry-runs.yml",
        "lint.yml",
        "release.yml"
      ],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "Cargo.lock",
        "uv.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 1,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "22 out of 22 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/13 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 3 contributing companies or organizations -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 0,
            "reason": "project was created within the last 90 days. Please review its contents carefully",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "4ca51b0a67ceb95b990d05d7f4f511ebe4adddcf",
        "ran_at": "2026-07-21T04:46:04Z",
        "aggregate_score": 4.7,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": true
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/adamtheturtle/strict-kwargs",
    "host": "github.com",
    "name": "strict-kwargs",
    "owner": "adamtheturtle"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 63,
      "inputs": {
        "security": 58,
        "vitality": 76,
        "community": 39,
        "governance": 62,
        "engineering": 76
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 76,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "commits_last_year": 234,
              "human_commit_share": null,
              "days_since_last_push": 0,
              "active_weeks_last_year": 9
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "9/52 weeks with commits",
                "points": 6.2,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 9
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "234 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 234
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 15,
              "latest_release_tag": "2026.6.8-post.1",
              "releases_from_tags": false,
              "days_since_latest_release": 42,
              "mean_days_between_releases": 2.4
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "15 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 15
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 42 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 42
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~2.4 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 2.4
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 39,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 1,
              "stars": 1,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "below_threshold"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "1 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "1 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 85,
            "inputs": {
              "packages": [
                "strict-kwargs"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 130621
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "130,621 downloads/month across pypi",
                "points": 68.2,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 130621,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 62,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 26,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 3,
              "top_contributor_share": 0.85
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 85% of commits",
                "points": 3.4,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 85
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "3 contributors",
                "points": 4.1,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "merged_prs": 174,
              "open_issues": 14,
              "closed_issues": 100,
              "issue_closed_ratio": 0.877,
              "closed_unmerged_prs": 7
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "88% of issues closed",
                "points": 41,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 88
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "174/181 decided PRs merged",
                "points": 36.8,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 174,
                      "decided": 181
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/13 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "followers": 73,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "adamtheturtle",
              "public_repos": 75,
              "account_age_days": 5541
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "73 followers of adamtheturtle",
                "points": 13.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 73,
                      "login": "adamtheturtle"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "75 public repos, account ~15 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 75
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 15
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "strict-kwargs"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 42
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 42 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 42
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "14 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 76,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "6 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "22 out of 22 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 58,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 47,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "22 out of 22 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/13 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 209 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.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 209
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 209,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "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",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "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": 209,
              "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": {}
                  }
                ],
                "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": 2
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 35,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "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": [
                "Cargo.lock",
                "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": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "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": 53,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 283051,
              "source_files_sampled": 100,
              "oversized_source_files": 4
            },
            "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": "4/100 source files over 60KB",
                "points": 52.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 100,
                      "oversized": 4
                    }
                  }
                ],
                "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": [
    "Could not fetch crates package 'strict-kwargs' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T04:46:23.582983Z",
  "schema_version": "0.17.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/adamtheturtle/strict-kwargs.svg",
  "full_name": "adamtheturtle/strict-kwargs",
  "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.