Public record
Software health reportschema 0.27.0 · metrics 2.5.0 · 2026-07-29 18:53 UTC

bowtie-json-schema / bowtie

JSON Schema in every programming language

PythonCustom license★ 90 stars⑂ 79 forkssince Sep 2022View on GitHub ↗
KindCommand-line toolLibraryhow this is determined

bowtie-json-schema/bowtie holds a health index of 91 out of 100, placing it in the Excellent band. It scores highest on Vitality (99/100) and lowest on Community & Adoption (57/100). It was last updated today. A single contributor accounts for most of its recent work.

91
overall / 100
Excellent

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.

91
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 77 is calibrated to 91 on the published index scale (record calibration 2026-08-02).

Ownership

BowtieOrganization
6 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-schema2026.7.3-4400 days agodata-validationjsonjson-schemajsonschemavalidation
npmbowtiepoints to another repo — not scored0.0.1-security1011965 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 0 days ago
35.3/36Commit cadence — 51/52 weeks with commits
18/18Commit volume — 1,885 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,885
human_commit_share0.78
days_since_last_push0
active_weeks_last_year51

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~10.9 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tagv2026.7.3
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases10.9
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?

57Moderate · 17% of overall
How it's scored
31.6/60Stars — 90 stars
15.8/25Forks — 79 forks
2.7/15Watchers — 4 watchers
Inputs used
forks79
stars90
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_badges
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateno

Sustainability & Governance

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

63Moderate · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
9.4/22.5Commit distribution — top contributor authored 58% of commits
13.5/13.5Contributor breadth — 56 contributors
10/10OpenSSF Scorecard: Contributors — project has 37 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled56
top_contributor_share0.583
How it's scored
29.2/42Issue resolution — 70% of issues closed
26.5/30PR acceptance — 2,419/2,741 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/8 approved changesets -- score normalized to 0
Inputs used
merged_prs2,419
open_issues86
closed_issues196
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.695
closed_unmerged_prs322
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
6.1/25Owner reach — 6 followers of bowtie-json-schema
20.5/25Track record — 55 public repos, account ~3 yr old
Inputs used
followers6
owner_typeOrganization
is_verified
owner_loginbowtie-json-schema
public_repos55
account_age_days1,425

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 440 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesbowtie-json-schema
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall
How it's scored
24/24CI workflows — 8 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 13 out of 13 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/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

75Good · 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 — 13 out of 13 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 0/8 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 37 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 2 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
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
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.9
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
advisories0
affected_packages0
assessed_packages368
unassessed_packages2
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 368 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.

74Good · 4% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 76 of 78 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.974
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — docs/Makefile, noxfile.py
22/22Automated tests
11/11Lint / format config
11/11Static type checking — bowtie/py.typed, frontend/tsconfig.json
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
10/10Demonstrated agent practice — 43 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 9 of the last 100 commits are automated dependency updates
7/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
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_share0.43
toolchain_manifestsimplementations/java-json-schema/build.gradle
dependency_bot_commit_share0.09
How it's scored
27/45Type-checkable code — Python with type-check config (bowtie/py.typed, frontend/tsconfig.json)
53.8/55Manageable file sizes — 2/92 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes145,540
source_files_sampled92
oversized_source_files2

Key facts

90GitHub stars
56contributors
1,885commits, last 12 months
0days since last push
100releases
1bus factor
86open 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 ★ / 79 ⇿
0Stars
79Forks
97Releases

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.

0204060807842022-112024-092026-07
Major 0Minor 0Patch 97

Each point covers 4 days.

OpenSSF Scorecard 6.9 / 10
6.9aggregate

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 · 2026-07-29 18:52 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests13 out of 13 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 0/8 approved changesets -- score normalized to 0
10Contributorsproject has 37 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 2 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
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
10Vulnerabilities0 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^1.11.21frontend/package.json
npmtitle-case^4.3.2frontend/package.json
npmurijs^1.19.11frontend/package.json
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PyPIattrs>=22.2.0pyproject.toml
PyPIclick<8.4pyproject.toml
PyPIdiagnosticpyproject.toml
PyPIgithub3.pypyproject.toml
PyPIhttpxpyproject.toml
PyPIimaged>=2026.7.4pyproject.toml
PyPIinflectpyproject.toml
PyPIjsonschema>=4.19.0pyproject.toml
PyPIjsonschema_lexerpyproject.toml
PyPIpyperfpyproject.toml
PyPIreferencing>=0.31.0pyproject.toml
PyPIreferencing-loaders>=2024.5.2pyproject.toml
PyPIrichpyproject.toml
PyPIrich-click>=1.8.0,<1.9.9pyproject.toml
PyPIrpds.py>=0.18.0pyproject.toml
PyPIstructlogpyproject.toml
PyPIurl.py>=0.11.3pyproject.toml
All dependencies 370

Full resolved dependency set from the GitHub dependency graph: 23 direct and 347 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npmreaddirp4.1.2indirect
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npmrequire-from-string2.0.2indirect
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npmstring-width4.2.3indirect
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npmundici7.28.0indirect
npmundici-types8.3.0indirect
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npmvite8.1.4indirect
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PyPIalabaster1.0.0indirect
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PyPIh110.16.0indirect
PyPIhttpcore1.0.9indirect
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PyPIicdiff2.0.10indirect
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PyPIiniconfig2.3.0indirect
PyPIjinja23.1.6indirect
PyPIjsonschema-specifications2025.9.1indirect
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PyPImyst-parser5.1.0indirect
PyPInodeenv1.10.0indirect
PyPIpackaging26.2indirect
PyPIpexpect4.9.0indirect
PyPIpluggy1.6.0indirect
PyPIpprintpp0.4.0indirect
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PyPIpycparser3.0indirect
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PyPIpygments2.20.0indirect
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PyPIpyright1.1.411indirect
PyPIpytest9.1.1indirect
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PyPIsphinx-tabs3.5.0indirect
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PyPIsphinxcontrib-devhelp2.0.0indirect
PyPIsphinxcontrib-htmlhelp2.1.0indirect
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PyPIsphinxcontrib-qthelp2.0.0indirect
PyPIsphinxcontrib-serializinghtml2.0.0indirect
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Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 368 packages, which also include development and test pins that never ship: 0 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.

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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Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.5.0, schema v0.27.0 — full methodology · metrics wiki.

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