Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-14 15:41 UTC

bowtie-json-schema / bowtie

JSON Schema in every programming language

PythonCustom license★ 93 stars⑂ 77 forkssince Sep 2022View on GitHub ↗
KindCommand-line toolLibraryhow this is determined

bowtie-json-schema/bowtie holds a health index of 93 out of 100, placing it in the Exceptional band. It scores highest on Vitality (99/100) and lowest on AI Readiness (57/100). It was last updated 1 day ago. A single contributor accounts 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

BowtieOrganization
7 followers55 public repossince Sep 2022

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIbowtie-json-schema2026.7.416,76044146 days agodata-validationjsonjson-schemajsonschemavalidation
npmbowtiepoints to another repo — not scored0.0.1-security2612012 days ago—

Metrics by category

Vitality

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

99Exceptional · 21% of overall
How it's scored
36/36Push recency — last push 1 days ago
34.6/36Commit cadence — 50/52 weeks with commits
18/18Commit volume — 1,891 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,891
human_commit_share0.17
days_since_last_push1
active_weeks_last_year50

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 46 days ago
27/27Release cadence — a release every ~11 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tagv2026.7.4
releases_from_tagsno
days_since_latest_release46
mean_days_between_releases11
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?

60Moderate · 17% of overall
How it's scored
31.9/60Stars — 93 stars
15.7/25Forks — 77 forks
2.7/15Watchers — 4 watchers
Inputs used
forks77
stars93
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges4
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateno
How it's scored
56.3/80Monthly downloads — 16,760 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesbowtie-json-schema
dependents—
ecosystemspypi
total_downloads—
monthly_downloads16,760
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

66Good · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
9.5/22.5Commit distribution — top contributor authored 58% of commits
13.5/13.5Contributor breadth — 58 contributors
10/10OpenSSF Scorecard: Contributors — project has 35 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled58
top_contributor_share0.577
How it's scored
30.4/42Issue resolution — 72% of issues closed
26.5/30PR acceptance — 2,485/2,811 decided PRs merged
6.5/13Newcomer PR acceptance — 1/2 first-time contributors' PRs merged in 30d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs2,485
open_issues78
closed_issues205
prs_merged_7d1
prs_decided_7d1
prs_merged_30d5
prs_decided_30d6
issue_closed_ratio0.724
closed_unmerged_prs326
first_time_authors_30d1
first_time_prs_merged_30d1
first_time_prs_decided_30d2
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
6.5/25Owner reach — 7 followers of bowtie-json-schema
20.8/25Track record — 55 public repos, account ~4 yr old
Inputs used
followers7
owner_typeOrganization
is_verifiedno
owner_loginbowtie-json-schema
public_repos55
account_age_days1,472

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 46 days ago
20/20Version history — 441 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesbowtie-json-schema
ecosystemspypi
any_deprecatedno
min_days_since_publish46

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall
How it's scored
24/24CI workflows — 9 workflow(s)
24/24Tests present
16/16Linter config — pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 16 out of 16 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

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://bowtie.report/
10/10Repository description
10/10Topics — 5 topics
0/10Wiki
Inputs used
topicsjsonschema, json, schema, specification, validation
has_wikino
homepagehttps://bowtie.report/
docs_sitehttps://bowtie.report/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

81Excellent · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 16 out of 16 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 35 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
2.2/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
3/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
2/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate7.6
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
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
advisories2
affected_packages1
assessed_packages354
unassessed_packages2
affected_by_severitymoderate 1
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 354 resolved dependencies against OSV. 2 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

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

57Moderate · 4% 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
llms_txt_url—
legible_history_share—
agent_instruction_files—
agent_instruction_max_bytes—
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
18/18One-command bootstrap — docs/Makefile, noxfile.py
22/22Automated tests
11/11Lint / format config — pyproject.toml ([tool.ruff])
11/11Static type checking — bowtie/py.typed, frontend/tsconfig.json
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
4/10Demonstrated agent practice — 2 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 37 of the last 100 commits are automated dependency updates
6/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
Inputs used
has_nixno
has_testsyes
lockfilespnpm-lock.yaml, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesdocs/Makefile, noxfile.py
has_devcontaineryes
has_linter_configyes
typecheck_configsbowtie/py.typed, frontend/tsconfig.json
agent_commit_share0.02
toolchain_manifestsimplementations/java-json-schema/build.gradle
dependency_bot_commit_share0.37
How it's scored
27/45Type-checkable code — Python with type-check config (bowtie/py.typed, frontend/tsconfig.json)
53.8/55Manageable file sizes — 2/94 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes168,501
source_files_sampled94
oversized_source_files2

Key facts

93GitHub stars
58contributors
1,891commits, last 12 months
1days since last push
100releases
1bus factor
78open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • npm package 'bowtie' points at a different repository (https://github.com/npm/security-holder); excluded from ecosystem scoring

More detail

Star and fork history 0 ★ / 77 ⇿
0Stars
77Forks
96Releases

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.

0204060807642022-112024-092026-07
Major 0Minor 0Patch 96

Each point covers 4 days.

OpenSSF Scorecard 7.6 / 10
7.6aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-09-14 15:40 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests16 out of 16 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 35 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
0SASTSAST tool is not run on all commits -- score normalized to 0
4Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
9Vulnerabilities1 existing vulnerabilities detected
Direct dependencies 23
RegistryPackageVersion constraintManifest
npm@fontsource-variable/geist^5.3.0frontend/package.json
npm@fontsource-variable/geist-mono^5.3.0frontend/package.json
npmdayjs^1.11.23frontend/package.json
npmtitle-case^4.3.2frontend/package.json
npmurijs^1.19.11frontend/package.json
PyPIanyio>=4pyproject.toml
PyPIattrs>=22.2.0pyproject.toml
PyPIclick<8.4pyproject.toml
PyPIdiagnostic—pyproject.toml
PyPIgithub3.py—pyproject.toml
PyPIhttpx—pyproject.toml
PyPIimaged>=2026.7.4pyproject.toml
PyPIinflect—pyproject.toml
PyPIjsonschema>=4.19.0pyproject.toml
PyPIjsonschema_lexer—pyproject.toml
PyPIpyperf—pyproject.toml
PyPIreferencing>=0.31.0pyproject.toml
PyPIreferencing-loaders>=2024.5.2pyproject.toml
PyPIrich—pyproject.toml
PyPIrich-click>=1.8.0,<1.9.9pyproject.toml
PyPIrpds.py>=0.18.0pyproject.toml
PyPIstructlog—pyproject.toml
PyPIurl.py>=0.11.3pyproject.toml
All dependencies 356

Full resolved dependency set from the GitHub dependency graph: 23 direct and 333 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npmpunycode2.3.1indirect
npmreaddirp4.1.2indirect
npmrequire-directory2.1.1indirect
npmrequire-from-string2.0.2indirect
npmrolldown1.2.5indirect
npmrollup-plugin-visualizer5.14.0indirect
npmsade1.8.1indirect
npmsaxes6.0.0indirect
npmsemver7.8.5indirect
npmsemver^7.6.3indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmsiginfo2.0.0indirect
npmsource-map0.7.6indirect
npmsource-map-js1.2.1indirect
npmstackback0.0.2indirect
npmstd-env4.2.0indirect
npmstring-width4.2.3indirect
npmstrip-ansi6.0.1indirect
npmsvelte5.57.0indirect
npmsvelte-check4.7.6indirect
npmsvelte-eslint-parser1.8.1indirect
npmsymbol-tree3.2.4indirect
npmtinybench6.1.4indirect
npmtinyexec1.3.0indirect
npmtinyglobby0.2.17indirect
npmtldts7.4.10indirect
npmtldts-core7.4.10indirect
npmtmp0.2.7indirect
npmtough-cookie6.0.2indirect
npmtr466.0.0indirect
npmts-api-utils2.5.0indirect
npmtype-check0.4.0indirect
npmtypescript6.0.3indirect
npmtypescript-eslint8.69.0indirect
npmundici8.10.0indirect
npmundici-types8.3.0indirect
npmuri-js4.4.1indirect
npmutil-deprecate1.0.2indirect
npmvite8.2.2indirect
npmvite-bundle-visualizer1.2.1indirect
npmvitefu1.1.3indirect
npmvitest5.0.0indirect
npmw3c-xmlserializer5.0.0indirect
npmwebidl-conversions8.0.1indirect
npmwhatwg-mimetype5.0.0indirect
npmwhatwg-url16.0.1indirect
npmwhatwg-url17.1.0indirect
npmwhich2.0.2indirect
npmwhy-is-node-running2.3.0indirect
npmword-wrap1.2.5indirect
npmwrap-ansi7.0.0indirect
npmxml-name-validator5.0.0indirect
npmxmlchars2.2.0indirect
npmy18n5.0.8indirect
npmyaml1.10.3indirect
npmyargs17.7.3indirect
npmyargs-parser21.1.1indirect
npmyocto-queue0.1.0indirect
npmzimmerframe1.1.5indirect
PyPIaccessible-pygments0.0.5indirect
PyPIalabaster1.0.0indirect
PyPIbabel2.18.0indirect
PyPIbeartype0.22.9indirect
PyPIbeautifulsoup44.15.0indirect
PyPIcertifi2026.5.20indirect
PyPIcffi2.0.0indirect
PyPIcharset-normalizer3.4.7indirect
PyPIcolorama0.4.6indirect
PyPIcryptography49.0.0indirect
PyPIdocutils0.22.4indirect
PyPIfuro2025.12.19indirect
PyPIh110.16.0indirect
PyPIhttpcore1.0.9indirect
PyPIhypothesis6.167.1indirect
PyPIicdiff2.0.10indirect
PyPIidna3.18indirect
PyPIimagesize2.0.0indirect
PyPIiniconfig2.3.0indirect
PyPIjinja23.1.6indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIlxml6.1.1indirect
PyPImarkdown-it-py4.2.0indirect
PyPImarkupsafe3.0.3indirect
PyPImdit-py-plugins0.6.1indirect
PyPImdurl0.1.2indirect
PyPImore-itertools11.1.0indirect
PyPImyst-parser5.1.0indirect
PyPInodeenv1.10.0indirect
PyPIpackaging26.2indirect
PyPIpexpect4.9.0indirect
PyPIpluggy1.6.0indirect
PyPIpprintpp0.4.0indirect
PyPIpsutil7.2.2indirect
PyPIptyprocess0.7.0indirect
PyPIpycparser3.0indirect
PyPIpyenchant3.3.0indirect
PyPIpygments2.20.0indirect
PyPIpyjwt2.13.0indirect
PyPIpyright1.1.411indirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-icdiff0.9indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpyyaml6.0.3indirect
PyPIrequests2.34.2indirect
PyPIroman-numerals4.1.0indirect
PyPIsix1.17.0indirect
PyPIsnowballstemmer3.1.1indirect
PyPIsortedcontainers2.4.0indirect
PyPIsoupsieve2.8.4indirect
PyPIsphinx9.1.0indirect
PyPIsphinx-basic-ng1.0.0b2indirect
PyPIsphinx-click6.2.0indirect
PyPIsphinx-copybutton0.5.2indirect
PyPIsphinx-json-schema-spec2025.1.1indirect
PyPIsphinx-substitution-extensions2026.8.13.1indirect
PyPIsphinx-tabs3.5.0indirect
PyPIsphinxcontrib-applehelp2.0.0indirect
PyPIsphinxcontrib-devhelp2.0.0indirect
PyPIsphinxcontrib-htmlhelp2.1.0indirect
PyPIsphinxcontrib-jsmath1.0.1indirect
PyPIsphinxcontrib-qthelp2.0.0indirect
PyPIsphinxcontrib-serializinghtml2.0.0indirect
PyPIsphinxcontrib-spelling8.0.2indirect
PyPIsphinxext-opengraph0.13.0indirect
PyPItypeguard4.5.2indirect
PyPItyping-extensions4.16.0indirect
PyPIuritemplate4.2.0indirect
PyPIurllib32.7.0indirect
Dependency advisories 1

This repository publishes no package the index resolves, so its own dependency graph was assessed — 354 packages, which also include development and test pins that never ship: 1 carry known advisories, of which 0 are direct. 2 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
cryptography49.0.0indirectmoderate250.0.0

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

Raw JSON report machine-readable

Feedback

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

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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 v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

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