Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-19 23:24 UTC

bengizmo / voxint

PythonApache-2.0★ 3 stars⑂ 0 forkssince Aug 2026View on GitHub ↗
KindCommand-line toolNetwork serviceWeb interfacehow this is determined

bengizmo/voxint holds a health index of 81 out of 100, placing it in the Excellent band. It scores highest on Security (84/100) and lowest on Community & Adoption (40/100). It was last updated 5 days ago. A single contributor accounts for most of its recent work.

81
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.

81
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 69 is calibrated to 81 on the published index scale (record calibration 2026-08-02).

Ownership

Benjamin ReedPersonal account
8 followers12 public repossince Mar 2013SAIT Polytechnic

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIvoxint0.51.02,0345116 days agoasrdiarizationpyannotespeaker-identificationtranscriptionwhisper

Metrics by category

Vitality

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

80Excellent · 21% of overall

Development activity

67Good
How it's scored
36/36Push recency — last push 5 days ago
6.2/36Commit cadence — 9/52 weeks with commits
18/18Commit volume — 1,941 commits in the last year
0/10OpenSSF Scorecard: Maintained — no data
Inputs used
commits_last_year1,941
human_commit_share1
days_since_last_push5
active_weeks_last_year9

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 58 releases published
36/36Release recency — latest release 16 days ago
27/27Release cadence — a release every ~1.8 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count58
latest_release_tagv0.51.0
releases_from_tagsno
days_since_latest_release16
mean_days_between_releases1.8

Community & Adoption

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

40Weak · 17% of overall

Popularity & adoption

5Critical
How it's scored
4.9/60Stars — 3 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars3
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

70Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateno

Ecosystem adoption (downloads)

55Moderate
How it's scored
44.1/80Monthly downloads — 2,034 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesvoxint
dependents—
ecosystemspypi
total_downloads—
monthly_downloads2,034
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?

57Moderate · 23% of overall

Maintainer resilience (bus factor)

12Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
0/10OpenSSF Scorecard: Contributors — no data
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1

Issue & PR responsiveness

87Excellent
How it's scored
38.1/42Issue resolution — 91% of issues closed
24.2/30PR acceptance — 356/442 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — no data
Inputs used
merged_prs356
open_issues33
closed_issues322
prs_merged_7d0
prs_decided_7d0
prs_merged_30d57
prs_decided_30d58
issue_closed_ratio0.907
closed_unmerged_prs86
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

46Weak
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
6.9/25Owner reach — 8 followers of bengizmo
20.1/25Track record — 12 public repos, account ~13 yr old
Inputs used
followers8
owner_typeUser
is_verified—
owner_loginbengizmo
public_repos12
account_age_days4,979
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 16 days ago
20/20Version history — 51 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesvoxint
ecosystemspypi
any_deprecatedno
min_days_since_publish16

Engineering Quality

Are baseline engineering and documentation practices in place?

80Excellent · 19% of overall

Engineering practices

80Excellent
How it's scored
24/24CI workflows — 4 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.js, pyproject.toml ([tool.ruff])
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

80Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://github.com/bengizmo/voxint/tree/main/docs
0/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics—
has_wikiyes
homepage—
docs_sitehttps://github.com/bengizmo/voxint/tree/main/docs
has_readmeyes
has_docs_diryes
has_descriptionno

Security

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

84Excellent · 16% of overall

Security posture

80Excellent
How it's scored
30/30Security policy (SECURITY.md)
25/25Dependabot config
25/25Dependency lockfiles — package-lock.json, uv.lock
0/20CodeQL workflow
Inputs used
sourcefile_signals
lockfilespackage-lock.json, uv.lock
manifestsfrontend/package.json, pyproject.toml
has_codeql_workflowno
has_security_policyyes
has_dependabot_configyes

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_packages75
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:voxint@0.51.0 runtime dependency closure — what installing the published package pulls in — 75 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.

79Good · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — CLAUDE.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://docs.docker.com/llms.txt)
40/40Legible commit history — 81 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://docs.docker.com/llms.txt
legible_history_share0.81
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes12,416

Verify loop (build / test / typecheck)

77Good
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — eslint.config.js, pyproject.toml ([tool.ruff])
11/11Static type checking — frontend/tsconfig.json, src/voxint/py.typed
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 59 of the last 100 commits agent-authored or agent-credited
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configsfrontend/tsconfig.json, src/voxint/py.typed
agent_commit_share0.59
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

81Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (frontend/tsconfig.json, src/voxint/py.typed)
54.1/55Manageable file sizes — 16/973 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes181,729
source_files_sampled973
oversized_source_files16

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—
interfaces_expected_ofnetwork-service

Key facts

3GitHub stars
1contributors
1,941commits, last 12 months
5days since last push
58releases
1bus factor
33open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • OpenSSF Scorecard did not return a usable result (killed by SIGKILL — most likely the container's memory limit; 2026/10/19 23:23:35 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks

More detail

Direct dependencies 29
RegistryPackageVersion constraintManifest
npmd3-array^3.2.4frontend/package.json
npmd3-axis^3.0.0frontend/package.json
npmd3-cloud^1.2.9frontend/package.json
npmd3-format^3.1.2frontend/package.json
npmd3-scale^4.0.2frontend/package.json
npmd3-shape^3.2.0frontend/package.json
npmd3-time-format^4.1.0frontend/package.json
npmreact19.3.0frontend/package.json
npmreact-dom19.3.0frontend/package.json
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PyPIcelery>=5.4pyproject.toml
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PyPIpsycopg>=3.2pyproject.toml
PyPIpgvector>=0.3pyproject.toml
PyPIalembic>=1.13pyproject.toml
PyPIpydantic>=2.8pyproject.toml
PyPIpydantic-settings>=2.4pyproject.toml
PyPIhttpx>=0.27pyproject.toml
PyPIjinja2>=3.1pyproject.toml
PyPIpython-multipart>=0.0.9pyproject.toml
PyPInumpy>=1.26pyproject.toml
PyPIscipy>=1.13pyproject.toml
PyPIpyyaml>=6.0pyproject.toml
PyPIyt-dlp>=2026.8.19pyproject.toml
PyPIonnxruntime==1.28.0pyproject.toml
PyPItokenizers>=0.20pyproject.toml
PyPIargon2-cffi>=23.1pyproject.toml
All dependencies 488

Full resolved dependency set from the GitHub dependency graph: 41 direct and 447 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPIalembic1.20.0direct
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PyPIfastapi0.104.1direct
PyPIfastapi0.115.6direct
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PyPIhttpx0.28.1direct
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npmobject-hash3.0.0indirect
npmobug2.2.1indirect
npmoptionator0.9.4indirect
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npmp-locate5.0.0indirect
npmparent-module1.0.1indirect
npmparse58.0.1indirect
npmpath-exists4.0.0indirect
npmpath-key3.1.1indirect
npmpath-parse1.0.7indirect
npmpicocolors1.1.1indirect
npmpicomatch2.3.2indirect
npmpicomatch4.0.5indirect
npmpicomatch4.0.7indirect
npmpify2.3.0indirect
npmpirates4.0.7indirect
npmpostcss8.5.28indirect
npmpostcss-import15.1.0indirect
npmpostcss-js4.1.0indirect
npmpostcss-load-config4.0.2indirect
npmpostcss-nested6.2.0indirect
npmpostcss-selector-parser6.1.4indirect
npmpostcss-value-parser4.2.0indirect
npmprelude-ls1.2.1indirect
npmprettier3.9.9indirect
npmpretty-format27.5.1indirect
npmpunycode2.3.1indirect
npmqueue-microtask1.2.3indirect
npmreact-is17.0.2indirect
npmread-cache1.0.0indirect
npmreaddirp3.6.0indirect
npmrequire-from-string2.0.2indirect
npmresolve1.22.12indirect
npmresolve-from4.0.0indirect
npmreusify1.1.0indirect
npmrolldown1.2.12indirect
npmrun-parallel1.2.0indirect
npmsaxes6.0.0indirect
npmscheduler0.28.0indirect
npmsemver7.8.5indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmsource-map-js1.2.1indirect
npmstd-env4.3.0indirect
npmstrip-json-comments3.1.1indirect
npmsucrase3.35.1indirect
npmsupports-color7.2.0indirect
npmsupports-preserve-symlinks-flag1.0.0indirect
npmtailwindcss3.4.19indirect
npmthenify3.3.1indirect
npmthenify-all1.6.0indirect
npmtinybench6.2.0indirect
npmtinyexec1.3.1indirect
npmtinyglobby0.2.17indirect
npmtldts7.4.13indirect
npmtldts-core7.4.13indirect
npmto-regex-range5.0.1indirect
npmtough-cookie6.0.2indirect
npmtr466.0.0indirect
npmts-api-utils2.5.0indirect
npmts-interface-checker0.1.13indirect
npmtype-check0.4.0indirect
npmtypescript6.0.3indirect
npmtypescript-eslint8.71.0indirect
npmundici8.10.2indirect
npmupdate-browserslist-db1.3.3indirect
npmuri-js4.4.1indirect
npmutil-deprecate1.0.2indirect
npmvite8.3.2indirect
npmvitest5.0.3indirect
npmw3c-xmlserializer6.0.0indirect
npmwebidl-conversions8.0.1indirect
npmwhatwg-mimetype5.0.0indirect
npmwhatwg-url16.0.1indirect
npmwhatwg-url17.1.1indirect
npmwhich2.0.2indirect
npmwhy-is-node-running3.2.1indirect
npmword-wrap1.2.5indirect
npmxml-name-validator5.0.0indirect
npmxmlchars2.2.0indirect
npmyaml2.9.0indirect
npmyocto-queue0.1.0indirect
PyPIamqp5.3.1indirect
PyPIannotated-doc0.0.5indirect
PyPIannotated-types0.8.0indirect
PyPIanyio4.14.2indirect
PyPIargon2-cffi-bindings26.1.0indirect
PyPIast-serialize0.8.0indirect
PyPIasteroid-filterbanks0.4.0indirect
PyPIasync-timeout5.0.1indirect
PyPIaudioop-lts0.2.2indirect
PyPIaudioread3.1.0indirect
PyPIbilliard4.2.4indirect
PyPIbrotli1.2.0indirect
PyPIbrotlicffi1.2.0.2indirect
PyPIcertifi2026.7.22indirect
PyPIcffi2.1.1indirect
PyPIcharset-normalizer3.5.0indirect
PyPIclick8.4.2indirect
PyPIclick-didyoumean0.3.1indirect
PyPIclick-plugins1.1.1.2indirect
PyPIclick-repl0.3.0indirect
PyPIcolorama0.4.6indirect
PyPIcontourpy1.3.3indirect
PyPIcoverage7.15.4indirect
PyPIctranslate24.8.1indirect
PyPIcycler0.12.1indirect
PyPIcython3.2.9indirect
PyPIdecorator5.3.1indirect
PyPIexecnet2.1.2indirect
PyPIfaster-whisper1.2.1indirect
PyPIfilelock3.32.3indirect
PyPIflatbuffers25.12.19indirect
PyPIfonttools4.63.0indirect
PyPIfsspec2026.7.0indirect
PyPIfuture1.0.0indirect
PyPIh110.16.0indirect
PyPIhf-xet1.6.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttptools0.8.0indirect
PyPIhuggingface-hub0.23.4indirect
PyPIhuggingface-hub1.28.0indirect
PyPIidna3.18indirect
PyPIiniconfig2.3.0indirect
PyPIjiwer4.0.0indirect
PyPIjoblib1.5.3indirect
PyPIkaldialign0.12.0indirect
PyPIkiwisolver1.5.0indirect
PyPIkombu5.6.2indirect
PyPIlazy-loader0.5indirect
PyPIlibrosa0.10.1indirect
PyPIlibrt0.15.0indirect
PyPIllvmlite0.49.0indirect
PyPImako1.4.1indirect
PyPImarkupsafe3.0.3indirect
PyPImatplotlib3.11.1indirect
PyPImeeteval0.4.3indirect
PyPImore-itertools11.1.0indirect
PyPImsgpack1.2.1indirect
PyPImutagen1.48.1indirect
PyPImypy2.3.1indirect
PyPImypy-extensions1.1.0indirect
PyPInarwhals2.24.0indirect
PyPInoisereduce2.0.1indirect
PyPInumba0.58.1indirect
PyPInumba0.67.0indirect
PyPInumpy-typing-compat20251206.2.4indirect
PyPInumpy-typing-compat20260602.2.5indirect
PyPInvidia-ml-py12.560.30indirect
PyPIoptype0.17.1indirect
PyPIoptype0.18.0indirect
PyPIpackaging26.3indirect
PyPIpandas3.0.5indirect
PyPIpathspec1.1.1indirect
PyPIpillow12.3.0indirect
PyPIplatformdirs4.11.2indirect
PyPIpluggy1.6.0indirect
PyPIpooch1.9.0indirect
PyPIprompt-toolkit3.0.53indirect
PyPIprotobuf7.35.1indirect
PyPIpsycopg-binary3.3.4indirect
PyPIpyannote-audio3.1.1indirect
PyPIpyannote-core5.0.0indirect
PyPIpyannote-core6.0.1indirect
PyPIpyannote-database5.0.1indirect
PyPIpyannote-database6.1.1indirect
PyPIpyannote-metrics4.1indirect
PyPIpyannote-pipeline3.0.1indirect
PyPIpycparser3.0indirect
PyPIpycryptodomex3.23.0indirect
PyPIpydantic-core2.46.5indirect
PyPIpygments2.20.0indirect
PyPIpyloudnorm0.1.0indirect
PyPIpyparsing3.3.2indirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-xdist3.8.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-dotenv1.2.2indirect
PyPIpytorch-metric-learning2.3.0indirect
PyPIrapidfuzz3.14.5indirect
PyPIregex2026.7.19indirect
PyPIrequests2.34.2indirect
PyPIruff0.16.9indirect
PyPIscikit-learn1.5.2indirect
PyPIscikit-learn1.9.0indirect
PyPIscipy-stubs1.17.1.5indirect
PyPIscipy-stubs1.18.0.1indirect
PyPIsetuptools—indirect
PyPIsetuptools80.10.2indirect
PyPIsix1.17.0indirect
PyPIsortedcontainers2.4.0indirect
PyPIsoundfile0.12.1indirect
PyPIsoxr1.1.0indirect
PyPIspeechbrain0.5.16indirect
PyPIstandard-aifc3.13.0indirect
PyPIstandard-chunk3.13.0indirect
PyPIstandard-sunau3.13.0indirect
PyPIstarlette1.6.0indirect
PyPIthreadpoolctl3.6.0indirect
PyPItomli2.4.1indirect
PyPItorch2.8.0indirect
PyPItorch-audiomentations0.11.0indirect
PyPItorchaudio2.8.0indirect
PyPItqdm4.70.0indirect
PyPItypes-pyyaml6.0.12.20260906indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspection0.4.3indirect
PyPItzdata2026.3indirect
PyPItzlocal5.4.4indirect
PyPIurllib32.8.0indirect
PyPIuvloop0.22.1indirect
PyPIvine5.1.0indirect
PyPIvoxint0.51.0indirect
PyPIwatchfiles1.2.0indirect
PyPIwcwidth0.8.2indirect
PyPIwebsockets17.0.1indirect
PyPIyt-dlp-ejs0.8.0indirect
Dependency advisories 0

Installing pypi:voxint@0.51.0 pulls in 75 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.

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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.