Public record
Software health reportschema 0.30.0 · metrics 2.5.0 · 2026-08-03 04:16 UTC

SSC-ICT-Innovatie / nl-kat-coordination

OpenKAT scans networks, finds vulnerabilities and creates accessible reports. It integrates the most widely used network tools and scanning software into a modular framework, accesses external databases such as shodan, and combines the information from all these sources into clear reports. It also includes lots of cat hair.

Python · HTML · SCSSEUPL-1.2★ 153 stars⑂ 69 forkssince Jun 2022View on GitHub ↗
KindNetwork serviceCommand-line toolLibraryhow this is determined

SSC-ICT-Innovatie/nl-kat-coordination holds a health index of 93 out of 100, placing it in the Exceptional band. It scores highest on Engineering Quality (92/100) and lowest on AI Readiness (59/100). It was last updated 1 day ago. 5 contributors account for most of its recent work.

93
overall / 100
Exceptional

Software health index

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

93
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

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

The weighted overall 79 is calibrated to 93 on the published index scale (record calibration 2026-08-02).

Ownership

SSC-ICT InnovatieOrganization
11 followers25 public repossince May 2018

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPImula1.6.1-26435 days ago—
PyPIbytespoints to another repo — not scored0.0.1.dev41,65854134 days agoserializationdeserializationformatsmarshaling
PyPIrockypoints to another repo — not scored1.0.214941578 days ago—

Metrics by category

Vitality

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

91Excellent · 21% of overall

Development activity

92Excellent
How it's scored
36/36Push recency — last push 1 days ago
27.7/36Commit cadence — 40/52 weeks with commits
18/18Commit volume — 213 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year213
human_commit_share0.66
days_since_last_push1
active_weeks_last_year40

Release discipline

90Excellent
How it's scored
27/27Ships releases — 75 releases published
36/36Release recency — latest release 19 days ago
27/27Release cadence — a release every ~42.5 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count75
latest_release_tagv1.22.1
releases_from_tagsno
days_since_latest_release19
mean_days_between_releases42.5

Community & Adoption

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

66Good · 17% of overall

Popularity & adoption

57Moderate
How it's scored
35.4/60Stars — 153 stars
15.3/25Forks — 69 forks
6.5/15Watchers — 16 watchers
Inputs used
forks69
stars153
watchers16
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

77Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (EUPL-1.2)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateyes

Sustainability & Governance

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

75Good · 23% of overall

Maintainer resilience (bus factor)

88Excellent
How it's scored
45.9/54Bus factor — 5 contributor(s) cover half of all commits
19/22.5Commit distribution — top contributor authored 16% of commits
13.5/13.5Contributor breadth — 49 contributors
10/10OpenSSF Scorecard: Contributors — project has 28 contributing companies or organizations
Inputs used
bus_factor5
contributors_sampled49
top_contributor_share0.155

Issue & PR responsiveness

73Good
How it's scored
24.9/42Issue resolution — 59% of issues closed
23.5/30PR acceptance — 2,205/2,817 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs2,205
open_issues948
closed_issues1,382
prs_merged_7d7
prs_decided_7d7
prs_merged_30d16
prs_decided_30d19
issue_closed_ratio0.593
closed_unmerged_prs612
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.

Ownership & stewardship

60Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
7.8/25Owner reach — 11 followers of SSC-ICT-Innovatie
22.3/25Track record — 25 public repos, account ~8 yr old
Inputs used
followers11
owner_typeOrganization
is_verified—
owner_loginSSC-ICT-Innovatie
public_repos25
account_age_days3,010

Package maintenance

79Good
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
14/35Publish recency — latest publish 435 days ago
20/20Version history — 26 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesmula
ecosystemspypi
any_deprecatedno
min_days_since_publish435

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall

Engineering practices

100Exceptional
How it's scored
24/24CI workflows — 28 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configyes

Documentation

80Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://openkat.nl
10/10Repository description
0/10Topics
0/10Wiki
Inputs used
topics—
has_wikino
homepagehttps://openkat.nl
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

70Good · 16% of overall

Security posture

62Moderate
How it's scored
6/7.5Binary-Artifacts — binaries present in source code
1.5/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 28 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0.8/7.5Vulnerabilities — 9 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6.2

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages12
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:mula@1.6.1 runtime dependency closure — what installing the published package pulls in — 12 packages. Reachability is not analyzed.

AI Readiness

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

59Moderate · 4% of overall

Agent context & guidance

40Weak
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 58 of 66 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.879
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

82Excellent
How it's scored
18/18One-command bootstrap — Makefile, boefjes/Makefile, boefjes/packaging/deb/Makefile, bytes/Makefile, bytes/packaging/deb/Makefile, cveapi/Makefile, mula/Makefile, mula/packaging/deb/Makefile, octopoes/Makefile, octopoes/packaging/deb/Makefile, rocky/Makefile
22/22Automated tests
11/11Lint / format config
0/11Static type checking
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 7 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 34 of the last 100 commits are automated dependency updates
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, poetry.lock, uv.lock, yarn.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile, boefjes/Makefile, boefjes/packaging/deb/Makefile, bytes/Makefile, bytes/packaging/deb/Makefile, cveapi/Makefile, mula/Makefile, mula/packaging/deb/Makefile, octopoes/Makefile, octopoes/packaging/deb/Makefile, rocky/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share0.07
toolchain_manifests—
dependency_bot_commit_share0.34

Code legibility for models

55Moderate
How it's scored
0/45Type-checkable code — Python without a type-check config
54.9/55Manageable file sizes — 2/1,193 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes95,585
source_files_sampled1,193
oversized_source_files2

Machine-readable interfaces

40Weak
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_files—

Key facts

153GitHub stars
49contributors
213commits, last 12 months
1days since last push
75releases
5bus factor
948open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'openkat' from its registry
  • pypi package 'bytes' points at a different repository (https://github.com/code-museum/bytes); excluded from ecosystem scoring
  • pypi package 'rocky' points at a different repository (https://github.com/andersroos/rocky); excluded from ecosystem scoring
  • Could not fetch pypi package 'boefjes' from its registry
  • Could not fetch pypi package 'octopoes' from its registry
  • Could not fetch pypi package 'cveapi' from its registry

More detail

Star and fork history 0 ★ / 69 ⇿
0Stars
69Forks
74Releases

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

01325385063756852022-072024-072026-07
Major 0Minor 22Patch 19

Each point covers 4 days.

OpenSSF Scorecard 6.2 / 10
6.2aggregate

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 · 2026-08-03 04:15 UTC

8Binary-Artifactsbinaries present in source code
2Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 28 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
1Vulnerabilities9 existing vulnerabilities detected
Direct dependencies 237
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PyPIautodoc-pydantic>=2.2.0,<3pyproject.toml
PyPIcroniter>=6.0.0,<7pyproject.toml
PyPIjsonschema>=4.17.0,<5pyproject.toml
PyPIpygments>=2.20.0pyproject.toml
PyPIrequests>=2.33.0,<3pyproject.toml
PyPIattrs>=26.1.0pyproject.toml
PyPIpython-dotenv>=1.2.2pyproject.toml
PyPIurllib3>=2.7.0pyproject.toml
PyPIidna>=3.15pyproject.toml
PyPIpydantic-settings>=2.14.2pyproject.toml
npm@minvws/manon16.1.0rocky/package.json
npmd3^7.4.3rocky/package.json
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PyPIdjango-csp~=4.0rocky/pyproject.toml
PyPIdjangorestframework>=3.16.0,<4rocky/pyproject.toml
PyPIdjango-tagulous>=2.1.0,<3rocky/pyproject.toml
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PyPIdjango-weasyprint>=2.4.0,<3rocky/pyproject.toml
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PyPIdjango-rest-knox>=5.0.2,<6rocky/pyproject.toml
PyPIopentelemetry-sdk—rocky/pyproject.toml
PyPIopentelemetry-exporter-otlp-proto-grpc—rocky/pyproject.toml
PyPIopentelemetry-instrumentation-django—rocky/pyproject.toml
PyPIopentelemetry-instrumentation-psycopg2—rocky/pyproject.toml
PyPIwhitenoise>=6.5.0,<7rocky/pyproject.toml
PyPIopentelemetry-instrumentation—rocky/pyproject.toml
PyPIopentelemetry-instrumentation-fastapi—rocky/pyproject.toml
PyPIgranian>=2.7.4rocky/pyproject.toml
PyPIdjango-components>=0.88,<0.89rocky/pyproject.toml
PyPIpyparsing>=3.1.1,<4rocky/pyproject.toml
PyPIpydantic-settings>=2.14.2,<3rocky/pyproject.toml
PyPIopentelemetry-instrumentation-httpx—rocky/pyproject.toml
PyPIhttpx>=0.27.0,<0.28rocky/pyproject.toml
PyPIopentelemetry-api—rocky/pyproject.toml
PyPIopentelemetry-exporter-otlp-proto-common—rocky/pyproject.toml
PyPIopentelemetry-instrumentation-asgi—rocky/pyproject.toml
PyPIopentelemetry-instrumentation-dbapi—rocky/pyproject.toml
PyPIopentelemetry-instrumentation-wsgi—rocky/pyproject.toml
PyPIopentelemetry-proto—rocky/pyproject.toml
PyPIopentelemetry-semantic-conventions—rocky/pyproject.toml
PyPIopentelemetry-util-http—rocky/pyproject.toml
PyPIstructlog>=25.3.0,<26rocky/pyproject.toml
PyPIdjango-structlog>=9.1.1,<10rocky/pyproject.toml
PyPIcron-descriptor>=2rocky/pyproject.toml
PyPIstructlog>=25.3.0,<26rocky/pyproject.toml
PyPIdjango-structlog>=9.1.1,<10rocky/pyproject.toml
PyPIweasyprint>=66rocky/pyproject.toml
PyPIrequests>=2.33.0,<3rocky/pyproject.toml
PyPIattrs>=26.1.0rocky/pyproject.toml
PyPIpillow>=12.3.0rocky/pyproject.toml
PyPIbrotlicffi>=1.2.0.1rocky/pyproject.toml
PyPIurllib3>=2.7.0rocky/pyproject.toml
PyPIidna>=3.15rocky/pyproject.toml
PyPIsoupsieve>=2.8.4rocky/pyproject.toml
All dependencies 540

Full resolved dependency set from the GitHub dependency graph: 125 direct and 415 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@minvws/manon16.1.0direct
npmd37.5.0direct
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PyPIalembic1.18.4direct
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PyPIattrs26.1.0direct
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PyPIbeautifulsoup44.11.1direct
PyPIbeautifulsoup44.14.3direct
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PyPIclick8.2.1direct
PyPIclick8.3.1direct
PyPIclick8.3.2direct
PyPIcolorama0.4.6direct
PyPIcpe1.3.1direct
PyPIcron-descriptor2.0.8direct
PyPIcroniter6.0.0direct
PyPIcroniter6.2.2direct
PyPIcryptography49.0.0direct
PyPIdefusedxml0.7.1direct
PyPIdjango5.1.15direct
PyPIdjango-components0.88direct
PyPIdjango-csp4.0direct
PyPIdjango-environ0.12.1direct
PyPIdjango-password-validators1.7.3direct
PyPIdjango-rest-knox5.0.4direct
PyPIdjango-structlog9.1.1direct
PyPIdjango-tagulous2.1.1direct
PyPIdjango-two-factor-auth1.18.1direct
PyPIdjango-weasyprint2.5.0direct
PyPIdjangorestframework3.17.1direct
PyPIdnspython2.6.1direct
PyPIdnspython2.8.0direct
PyPIdocker7.1.0direct
PyPIdrf-standardized-errors0.14.1direct
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PyPIforcediphttpsadapter1.1.0direct
PyPIgranian2.7.4direct
PyPIhttpx0.27.2direct
PyPIhttpx0.28.1direct
PyPIidna3.10direct
PyPIidna3.15direct
PyPIjsonschema4.24.0direct
PyPIjsonschema4.26.0direct
PyPIkombu5.6.2direct
PyPIlink-shorteners1.14.1direct
PyPImako1.3.12direct
PyPImaxminddb2.6.2direct
PyPImaxminddb2.8.2direct
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PyPImyst-parser4.0.1direct
PyPInetaddr0.9.0direct
PyPInetaddr1.3.0direct
PyPIopentelemetry-api1.41.0direct
PyPIopentelemetry-exporter-otlp-proto-common1.41.0direct
PyPIopentelemetry-exporter-otlp-proto-grpc1.41.0direct
PyPIopentelemetry-instrumentation0.62b0direct
PyPIopentelemetry-instrumentation-asgi0.62b0direct
PyPIopentelemetry-instrumentation-dbapi0.62b0direct
PyPIopentelemetry-instrumentation-django0.62b0direct
PyPIopentelemetry-instrumentation-fastapi0.62b0direct
PyPIopentelemetry-instrumentation-httpx0.62b0direct
PyPIopentelemetry-instrumentation-psycopg20.62b0direct
PyPIopentelemetry-instrumentation-requests0.62b0direct
PyPIopentelemetry-instrumentation-wsgi0.62b0direct
PyPIopentelemetry-proto1.41.0direct
PyPIopentelemetry-sdk1.41.0direct
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PyPIphonenumbers9.0.28direct
PyPIpika1.3.2direct
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PyPIprometheus-client0.16.0direct
PyPIprometheus-client0.19.0direct
PyPIpsycopg2-binary2.9.11direct
PyPIpyasn10.6.4direct
PyPIpydantic2.11.7direct
PyPIpydantic2.12.5direct
PyPIpydantic2.13.0direct
PyPIpydantic-settings2.14.2direct
PyPIpygments2.20.0direct
PyPIpyjwt2.13.0direct
PyPIpynacl1.6.2direct
PyPIpyparsing3.3.2direct
PyPIpython-dateutil2.9.0.post0direct
PyPIpython-dotenv1.2.2direct
PyPIpython-libnmap0.7.3direct
PyPIpython-multipart0.0.32direct
PyPIpyyaml6.0.3direct
PyPIrequests2.33.0direct
PyPIrequests2.33.1direct
PyPIretry20.9.5direct
PyPIrfc3161ng2.1.3direct
PyPIsettings-doc4.3.2direct
PyPIsetuptools81.0.0direct
PyPIsetuptools82.0.1direct
PyPIsoupsieve2.8.4direct
PyPIsphinx8.1.3direct
PyPIsphinx8.2.3direct
PyPIsphinx-rtd-theme3.1.0direct
PyPIsphinxcontrib-mermaid2.0.0direct
PyPIsqlalchemy1.4.48direct
PyPIsqlalchemy1.4.54direct
PyPIsqlalchemy2.0.49direct
PyPIstarlette1.3.1direct
PyPIstrenum0.4.15direct
PyPIstructlog25.4.0direct
PyPIstructlog25.5.0direct
PyPItanimachi0.0.6direct
PyPItldextract5.3.1direct
PyPIurllib32.7.0direct
PyPIuvicorn0.29.0direct
PyPIvalidators0.20.0direct
PyPIweasyprint68.1direct
PyPIwebob1.8.10direct
PyPIwhitenoise6.12.0direct
PyPIwpscan-out-parse1.9.3direct
PyPIwrapt1.17.3direct
PyPIwrapt2.1.2direct
npm@babel/code-frame7.18.6indirect
npm@babel/helper-validator-identifier7.18.6indirect
npm@babel/highlight7.18.6indirect
npm@jridgewell/gen-mapping0.3.2indirect
npm@jridgewell/resolve-uri3.0.8indirect
npm@jridgewell/set-array1.1.2indirect
npm@jridgewell/source-map0.3.2indirect
npm@jridgewell/sourcemap-codec1.4.14indirect
npm@jridgewell/trace-mapping0.3.14indirect
npm@lezer/common0.15.12indirect
npm@lezer/lr0.15.8indirect
npm@lmdb/lmdb-darwin-arm642.5.2indirect
npm@lmdb/lmdb-darwin-x642.5.2indirect
npm@lmdb/lmdb-linux-arm2.5.2indirect
npm@lmdb/lmdb-linux-arm642.5.2indirect
npm@lmdb/lmdb-linux-x642.5.2indirect
npm@lmdb/lmdb-win32-x642.5.2indirect
npm@mischnic/json-sourcemap0.1.0indirect
npm@msgpackr-extract/msgpackr-extract-darwin-arm643.0.2indirect
npm@msgpackr-extract/msgpackr-extract-darwin-x643.0.2indirect
npm@msgpackr-extract/msgpackr-extract-linux-arm3.0.2indirect
npm@msgpackr-extract/msgpackr-extract-linux-arm643.0.2indirect
npm@msgpackr-extract/msgpackr-extract-linux-x643.0.2indirect
npm@msgpackr-extract/msgpackr-extract-win32-x643.0.2indirect
npm@parcel/bundler-default2.6.2indirect
npm@parcel/cache2.6.2indirect
npm@parcel/codeframe2.6.2indirect
npm@parcel/compressor-raw2.6.2indirect
npm@parcel/config-default2.6.2indirect
npm@parcel/core2.6.2indirect
npm@parcel/css1.10.1indirect
npm@parcel/css-darwin-arm641.10.1indirect
npm@parcel/css-darwin-x641.10.1indirect
npm@parcel/css-linux-arm-gnueabihf1.10.1indirect
npm@parcel/css-linux-arm64-gnu1.10.1indirect
npm@parcel/css-linux-arm64-musl1.10.1indirect
npm@parcel/css-linux-x64-gnu1.10.1indirect
npm@parcel/css-linux-x64-musl1.10.1indirect
npm@parcel/css-win32-x64-msvc1.10.1indirect
npm@parcel/diagnostic2.6.2indirect
npm@parcel/events2.6.2indirect
npm@parcel/fs2.6.2indirect
npm@parcel/fs-search2.6.2indirect
npm@parcel/graph2.6.2indirect
npm@parcel/hash2.6.2indirect
npm@parcel/logger2.6.2indirect
npm@parcel/markdown-ansi2.6.2indirect
npm@parcel/namer-default2.6.2indirect
npm@parcel/node-resolver-core2.6.2indirect
npm@parcel/optimizer-css2.6.2indirect
npm@parcel/optimizer-htmlnano2.6.2indirect
npm@parcel/optimizer-image2.6.2indirect
npm@parcel/optimizer-svgo2.6.2indirect
npm@parcel/optimizer-terser2.6.2indirect
npm@parcel/package-manager2.6.2indirect
npm@parcel/packager-css2.6.2indirect
npm@parcel/packager-html2.6.2indirect
npm@parcel/packager-js2.6.2indirect
npm@parcel/packager-raw2.6.2indirect
npm@parcel/packager-svg2.6.2indirect
npm@parcel/plugin2.6.2indirect
npm@parcel/reporter-cli2.6.2indirect
npm@parcel/reporter-dev-server2.6.2indirect
npm@parcel/resolver-default2.6.2indirect
npm@parcel/runtime-browser-hmr2.6.2indirect
npm@parcel/runtime-js2.6.2indirect
npm@parcel/runtime-react-refresh2.6.2indirect
npm@parcel/runtime-service-worker2.6.2indirect
npm@parcel/source-map2.0.5indirect
npm@parcel/transformer-babel2.6.2indirect
npm@parcel/transformer-css2.6.2indirect
npm@parcel/transformer-html2.6.2indirect
npm@parcel/transformer-image2.6.2indirect
npm@parcel/transformer-js2.6.2indirect
npm@parcel/transformer-json2.6.2indirect
npm@parcel/transformer-postcss2.6.2indirect
npm@parcel/transformer-posthtml2.6.2indirect
npm@parcel/transformer-raw2.6.2indirect
npm@parcel/transformer-react-refresh-wrap2.6.2indirect
npm@parcel/transformer-sass2.6.2indirect
npm@parcel/transformer-svg2.6.2indirect
npm@parcel/types2.6.2indirect
npm@parcel/utils2.6.2indirect
npm@parcel/watcher2.0.5indirect
npm@parcel/workers2.6.2indirect
npm@swc/helpers0.4.3indirect
npm@types/node22.1.0indirect
npm@types/parse-json4.0.0indirect
npmabortcontroller-polyfill1.7.3indirect
npmacorn8.7.1indirect
npmansi-styles3.2.1indirect
npmansi-styles4.3.0indirect
npmanymatch3.1.2indirect
npmbase-x3.0.11indirect
npmbinary-extensions2.2.0indirect
npmboolbase1.0.0indirect
npmbraces3.0.3indirect
npmbrowserslist4.21.1indirect
npmbuffer-from1.1.2indirect
npmcallsites3.1.0indirect
npmcaniuse-lite1.0.30001361indirect
npmchalk2.4.2indirect
npmchalk4.1.2indirect
npmchokidar3.5.3indirect
npmchrome-trace-event1.0.3indirect
npmclone2.1.2indirect
npmcolor-convert1.9.3indirect
npmcolor-convert2.0.1indirect
npmcolor-name1.1.3indirect
npmcolor-name1.1.4indirect
npmcommander2.20.3indirect
npmcommander7.2.0indirect
npmcosmiconfig7.0.1indirect
npmcss-select4.3.0indirect
npmcss-tree1.1.3indirect
npmcss-what6.1.0indirect
npmcsso4.2.0indirect
npmd3-array3.1.6indirect
npmd3-axis3.0.0indirect
npmd3-brush3.0.0indirect
npmd3-chord3.0.1indirect
npmd3-color3.1.0indirect
npmd3-contour3.1.0indirect
npmd3-delaunay6.0.2indirect
npmd3-dispatch3.0.1indirect
npmd3-drag3.0.0indirect
npmd3-dsv3.0.1indirect
npmd3-ease3.0.1indirect
npmd3-fetch3.0.1indirect
npmd3-force3.0.0indirect
npmd3-format3.1.0indirect
npmd3-geo3.0.1indirect
npmd3-hierarchy3.1.2indirect
npmd3-interpolate3.0.1indirect
npmd3-path3.0.1indirect
npmd3-polygon3.0.1indirect
npmd3-quadtree3.0.1indirect
npmd3-random3.0.1indirect
npmd3-scale4.0.2indirect
npmd3-scale-chromatic3.0.0indirect
npmd3-selection3.0.0indirect
npmd3-shape3.1.0indirect
npmd3-time3.0.0indirect
npmd3-time-format4.1.0indirect
npmd3-timer3.0.1indirect
npmd3-transition3.0.1indirect
npmd3-zoom3.0.0indirect
npmdelaunator5.0.0indirect
npmdetect-libc1.0.3indirect
npmdom-serializer1.4.1indirect
npmdomelementtype2.3.0indirect
npmdomhandler4.3.1indirect
npmdomutils2.8.0indirect
npmdotenv7.0.0indirect
npmdotenv-expand5.1.0indirect
npmelectron-to-chromium1.4.174indirect
npmentities2.2.0indirect
npmentities3.0.1indirect
npmerror-ex1.3.2indirect
npmescalade3.1.1indirect
npmescape-string-regexp1.0.5indirect
npmfill-range7.1.1indirect
npmfsevents2.3.2indirect
npmget-port4.2.0indirect
npmglob-parent5.1.2indirect
npmglobals13.15.0indirect
npmhas-flag3.0.0indirect
npmhas-flag4.0.0indirect
npmhtmlnano2.0.2indirect
npmhtmlparser27.2.0indirect
npmiconv-lite0.6.3indirect
npmimmutable4.3.9indirect
npmimport-fresh3.3.0indirect
npminternmap2.0.3indirect
npmis-arrayish0.2.1indirect
npmis-binary-path2.1.0indirect
npmis-extglob2.1.1indirect
npmis-glob4.0.3indirect
npmis-json2.0.1indirect
npmis-number7.0.0indirect
npmjs-tokens4.0.0indirect
npmjson-parse-even-better-errors2.3.1indirect
npmjson52.2.3indirect
npmlines-and-columns1.2.4indirect
npmlmdb2.5.2indirect
npmmdn-data2.0.14indirect
npmmsgpackr1.10.1indirect
npmmsgpackr-extract3.0.2indirect
npmnode-addon-api3.2.1indirect
npmnode-addon-api4.3.0indirect
npmnode-gyp-build4.4.0indirect
npmnode-gyp-build-optional-packages5.0.3indirect
npmnode-gyp-build-optional-packages5.0.7indirect
npmnode-releases2.0.5indirect
npmnormalize-path3.0.0indirect
npmnth-check2.1.1indirect
npmnullthrows1.1.1indirect
npmordered-binary1.3.0indirect
npmparcel2.6.2indirect
npmparent-module1.0.1indirect
npmparse-json5.2.0indirect
npmpath-type4.0.0indirect
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npmposthtml-render3.0.0indirect
npmprettier2.7.1indirect
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npmreaddirp3.6.0indirect
npmregenerator-runtime0.13.9indirect
npmresolve-from4.0.0indirect
npmrobust-predicates3.0.1indirect
npmrw1.3.3indirect
npmsafe-buffer5.2.1indirect
npmsafer-buffer2.1.2indirect
npmsass1.53.0indirect
npmsax1.5.0indirect
npmsemver5.7.2indirect
npmsource-map0.6.1indirect
npmsource-map-js1.0.2indirect
npmsource-map-support0.5.21indirect
npmstable0.1.8indirect
npmsupports-color5.5.0indirect
npmsupports-color7.2.0indirect
npmsvgo2.8.3indirect
npmterm-size2.2.1indirect
npmterser5.15.1indirect
npmtimsort0.3.0indirect
npmto-regex-range5.0.1indirect
npmtslib2.4.0indirect
npmtype-fest0.20.2indirect
npmundici-types6.13.0indirect
npmupdate-browserslist-db1.0.4indirect
npmutility-types3.10.0indirect
npmv8-compile-cache2.3.0indirect
npmweak-lru-cache1.2.2indirect
npmxxhash-wasm0.4.2indirect
npmyaml1.10.2indirect
PyPIaiormq6.9.4indirect
PyPIalabaster1.0.0indirect
PyPIamqp5.3.1indirect
PyPIannotated-doc0.0.4indirect
PyPIannotated-types0.7.0indirect
PyPIansicolors1.1.8indirect
PyPIanyio4.12.1indirect
PyPIanyio4.13.0indirect
PyPIanyio4.9.0indirect
PyPIbabel2.18.0indirect
PyPIbilliard4.2.4indirect
PyPIboefjes0.0.1.dev1indirect
PyPIbotocore1.42.89indirect
PyPIbrotli1.2.0indirect
PyPIbytes0.0.1.dev1indirect
PyPIcensys2.1.8indirect
PyPIcertifi2025.4.26indirect
PyPIcertifi2025.6.15indirect
PyPIcertifi2026.1.4indirect
PyPIcertifi2026.2.25indirect
PyPIcffi2.0.0indirect
PyPIcharset-normalizer3.4.4indirect
PyPIcharset-normalizer3.4.7indirect
PyPIclick-didyoumean0.3.1indirect
PyPIclick-plugins1.1.1.2indirect
PyPIclick-repl0.3.0indirect
PyPIcoverage7.13.5indirect
PyPIcssbeautifier1.15.4indirect
PyPIcssselect20.9.0indirect
PyPIcveapi0.0.1.dev1indirect
PyPIdecorator5.2.1indirect
PyPIdjango-admin-auto-tests0.1.2indirect
PyPIdjango-formtools2.5.1indirect
PyPIdjango-ipware7.0.1indirect
PyPIdjango-otp1.7.0indirect
PyPIdjango-phonenumber-field8.4.0indirect
PyPIdjlint1.36.4indirect
PyPIdocutils0.21.2indirect
PyPIeditorconfig0.17.1indirect
PyPIexceptiongroup1.3.1indirect
PyPIfactory-boy3.3.3indirect
PyPIfaker40.13.0indirect
PyPIfastapi0.135.3indirect
PyPIfilelock3.25.2indirect
PyPIfonttools4.62.1indirect
PyPIgoogleapis-common-protos1.74.0indirect
PyPIgreenlet3.4.0indirect
PyPIgrpcio1.75.1indirect
PyPIgrpcio1.80.0indirect
PyPIgrpcio-tools1.75.1indirect
PyPIh110.16.0indirect
PyPIhttpcore1.0.9indirect
PyPIimagesize1.4.1indirect
PyPIimportlib-metadata8.7.1indirect
PyPIinflection0.3.1indirect
PyPIiniconfig2.3.0indirect
PyPIjinja23.1.6indirect
PyPIjmespath1.1.0indirect
PyPIjsbeautifier1.15.4indirect
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Dependency advisories 0

Installing pypi:mula@1.6.1 pulls in 12 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

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
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      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 70,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 62,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 6.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 28 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "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": "30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow 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 3",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "9 existing vulnerabilities detected",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:mula@1.6.1 runtime dependency closure — what installing the published package pulls in — 12 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:mula@1.6.1",
                  "assessed": 12
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 12,
              "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": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "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": "exceptional",
            "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": 12,
              "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": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 12
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 59,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.879,
              "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": "58 of 66 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 58,
                      "sampled": 66
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "poetry.lock",
                "uv.lock",
                "yarn.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "boefjes/Makefile",
                "boefjes/packaging/deb/Makefile",
                "bytes/Makefile",
                "bytes/packaging/deb/Makefile",
                "cveapi/Makefile",
                "mula/Makefile",
                "mula/packaging/deb/Makefile",
                "octopoes/Makefile",
                "octopoes/packaging/deb/Makefile",
                "rocky/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.07,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.34
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, boefjes/Makefile, boefjes/packaging/deb/Makefile, bytes/Makefile, bytes/packaging/deb/Makefile, cveapi/Makefile, mula/Makefile, mula/packaging/deb/Makefile, octopoes/Makefile, octopoes/packaging/deb/Makefile, rocky/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, boefjes/Makefile, boefjes/packaging/deb/Makefile, bytes/Makefile, bytes/packaging/deb/Makefile, cveapi/Makefile, mula/Makefile, mula/packaging/deb/Makefile, octopoes/Makefile, octopoes/packaging/deb/Makefile, rocky/Makefile"
                    }
                  }
                ],
                "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": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "7 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 7,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "34 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 34,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 95585,
              "source_files_sampled": 1193,
              "oversized_source_files": 2
            },
            "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": "2/1193 source files over 60KB",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1193,
                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library",
        "application"
      ],
      "labels": [
        "network-service",
        "cli",
        "library"
      ],
      "scores": {
        "cli": 10,
        "library": 8,
        "network-service": 11
      },
      "primary": "network-service",
      "evidence": [
        {
          "tier": "declared",
          "label": "cli",
          "source": "pypi.console_scripts",
          "weight": 6
        },
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "dependencies",
          "label": "cli",
          "source": "dep:click",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "network-service",
          "source": "dep:django",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "network-service",
          "source": "dep:starlette",
          "weight": 4
        },
        {
          "tier": "structure",
          "label": "network-service",
          "source": "tree.compose",
          "weight": 3
        },
        {
          "tier": "description",
          "label": "library",
          "source": "description:library",
          "weight": 2
        }
      ],
      "artifacts": [
        {
          "path": "cveapi/pyproject.toml",
          "labels": [
            "cli"
          ],
          "ecosystem": "pypi"
        }
      ],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch pypi package 'openkat' from its registry",
    "pypi package 'bytes' points at a different repository (https://github.com/code-museum/bytes); excluded from ecosystem scoring",
    "pypi package 'rocky' points at a different repository (https://github.com/andersroos/rocky); excluded from ecosystem scoring",
    "Could not fetch pypi package 'boefjes' from its registry",
    "Could not fetch pypi package 'octopoes' from its registry",
    "Could not fetch pypi package 'cveapi' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-03T04:16:00.477139Z",
  "schema_version": "0.30.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/SSC-ICT-Innovatie/nl-kat-coordination.svg",
  "full_name": "SSC-ICT-Innovatie/nl-kat-coordination",
  "license_state": "standard",
  "license_spdx": "EUPL-1.2"
}

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.5.0, schema v0.30.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI.