Public record
Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-16 21:00 UTC

nomadkaraoke / karaoke-gen

Generate karaoke videos, by downloading audio and lyrics, separating instrumentals, synchronising lyrics using transcription models, rendering CDG and uploading videos to YouTube / Dropbox / Google Drive

HTML · PythonMIT★ 161 stars⑂ 57 forkssince Oct 2023View on GitHub ↗
KindCommand-line toolWeb interfaceNetwork servicehow this is determined
#karaoke#karaoke-maker#lyrics#music#video

nomadkaraoke/karaoke-gen holds a health index of 78 out of 100, placing it in the Good band. It scores highest on Vitality (96/100) and lowest on Security (23/100). It was last updated today. A single contributor accounts for most of its recent work.

78
overall / 100
Good

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.

78
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 67 is calibrated to 78 on the published index scale (record calibration 2026-08-02).

Ownership

Nomad KaraokeOrganization
49 followers20 public repossince Jul 2024

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIkaraoke-gen0.196.04,4924450 days ago

Metrics by category

Vitality

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

96Exceptional · 21% of overall

Development activity

93Exceptional
How it's scored
36/36Push recency — last push 0 days ago
29.8/36Commit cadence — 43/52 weeks with commits
18/18Commit volume — 1,421 commits in the last year
0/10OpenSSF Scorecard: Maintained — no data
Inputs used
commits_last_year1,421
human_commit_share1
days_since_last_push0
active_weeks_last_year43

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 ~0.3 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tagv0.196.0
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases0.3

Community & Adoption

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

53Moderate · 17% of overall

Popularity & adoption

50Moderate
How it's scored
35.8/60Stars — 161 stars
14.6/25Forks — 57 forks
0/15Watchers — 1 watchers
Inputs used
forks57
stars161
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

50Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges4
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicescodecov.io, github.com, shields.io
has_pull_request_templateno

Ecosystem adoption (downloads)

61Moderate
How it's scored
48.7/80Monthly downloads — 4,492 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packageskaraoke-gen
dependents—
ecosystemspypi
total_downloads—
monthly_downloads4,492
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?

59Moderate · 23% of overall

Maintainer resilience (bus factor)

15Critical
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
4.1/13.5Contributor breadth — 3 contributors
0/10OpenSSF Scorecard: Contributors — no data
Inputs used
bus_factor1
contributors_sampled3
top_contributor_share0.999

Issue & PR responsiveness

68Good
How it's scored
20.2/42Issue resolution — 48% of issues closed
29.1/30PR acceptance — 852/879 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_prs852
open_issues14
closed_issues13
prs_merged_7d16
prs_decided_7d16
prs_merged_30d29
prs_decided_30d30
issue_closed_ratio0.481
closed_unmerged_prs27
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

70Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain — verified-domain status not read for this organization
12.2/25Owner reach — 49 followers of nomadkaraoke
13.8/25Track record — 20 public repos, account ~2 yr old
Inputs used
followers49
owner_typeOrganization
is_verified—
owner_loginnomadkaraoke
public_repos20
account_age_days758
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 0 days ago
20/20Version history — 445 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packageskaraoke-gen
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

88Excellent · 19% of overall

Engineering practices

80Excellent
How it's scored
24/24CI workflows — 7 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.mjs
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

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://gen.nomadkaraoke.com
10/10Repository description
10/10Topics — 5 topics
10/10Wiki
Inputs used
topicskaraoke, karaoke-maker, lyrics, music, video
has_wikiyes
homepagehttps://gen.nomadkaraoke.com
docs_sitehttps://gen.nomadkaraoke.com
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

23At Risk · 16% of overall

Security posture

25At Risk
How it's scored
0/30Security policy (SECURITY.md)
0/25Dependabot config
25/25Dependency lockfiles — package-lock.json, pnpm-lock.yaml, poetry.lock
0/20CodeQL workflow
Inputs used
sourcefile_signals
lockfilespackage-lock.json, pnpm-lock.yaml, poetry.lock
manifestsbackend/pyproject.toml, backend/requirements.txt, frontend/package.json, infrastructure/requirements.txt, pyproject.toml
has_codeql_workflowno
has_security_policyno
has_dependabot_configno

Dependency advisories

15Critical
How it's scored
1.6/35Direct dependencies free of known advisories — 20 affected: aiohttp 3.13.3 (critical 9.1), black 25.12.0 (critical 9.8), nltk 3.9.2 (critical 10.0), +17 more
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
9.3/40No advisories left outstanding — 17 advisory-carrying package(s) unaddressed past 90 days; oldest published 503 days ago
Inputs used
sourceosv
advisories370
affected_packages65
assessed_packages1,247
unassessed_packages41
affected_by_severitycritical 8, high 25, moderate 14, low 5, unknown 13
direct_affected_packages20
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 1247 resolved dependencies against OSV. 41 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.

87Excellent · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 100 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share1
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes9,821

Verify loop (build / test / typecheck)

91Excellent
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — eslint.config.mjs
11/11Static type checking — frontend/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 98 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, pnpm-lock.yaml, poetry.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configsfrontend/tsconfig.json
agent_commit_share0.98
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

80Excellent
How it's scored
27/45Type-checkable code — HTML with type-check config (frontend/tsconfig.json)
52.9/55Manageable file sizes — 50/1,336 source files over 60KB
Inputs used
primary_languageHTML
largest_source_bytes464,090
source_files_sampled1,336
oversized_source_files50

Key facts

161GitHub stars
3contributors
1,421commits, last 12 months
0days since last push
100releases
1bus factor
14open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:karaoke-gen@0.196.0; advisories assessed against the repository dependency graph instead
  • Advisory severity resolved for 120 of 175 advisories (lookup cap); the remainder are reported as unknown severity
  • OpenSSF Scorecard did not return a usable result (2026/08/16 20:58:21 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks

More detail

Star and fork history 0 ★ / 57 ⇿
0Stars
57Forks
84Releases

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.

010203040506057112024-102025-092026-07
Major 0Minor 21Patch 63

Each point covers 2 days.

Direct dependencies 149
RegistryPackageVersion constraintManifest
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npm@hookform/resolvers^3.10.0frontend/package.json
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All dependencies 1,288

Full resolved dependency set from the GitHub dependency graph: 182 direct and 1,106 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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PyPIpydantic—direct
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PyPIpydub—direct
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PyPIpytest—direct
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PyPIpytest9.0.2direct
PyPIpytest-asyncio—direct
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PyPIpytest-asyncio1.3.0direct
PyPIpytest-cov—direct
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PyPIpytest-cov7.0.0direct
PyPIpytest-mock—direct
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PyPIpython-multipart—direct
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PyPIrequests—direct
PyPIrequests2.*direct
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PyPIyt-dlp—direct
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PyPInumba0.63.1indirect
PyPInvidia-cublas-cu1212.8.4.1indirect
PyPInvidia-cuda-cupti-cu1212.8.90indirect
PyPInvidia-cuda-nvrtc-cu1212.8.93indirect
PyPInvidia-cuda-runtime-cu1212.8.90indirect
PyPInvidia-cudnn-cu129.10.2.21indirect
PyPInvidia-cufft-cu1211.3.3.83indirect
PyPInvidia-cufile-cu121.13.1.3indirect
PyPInvidia-curand-cu1210.3.9.90indirect
PyPInvidia-cusolver-cu1211.7.3.90indirect
PyPInvidia-cusparse-cu1212.5.8.93indirect
PyPInvidia-cusparselt-cu120.7.1indirect
PyPInvidia-nccl-cu122.27.5indirect
PyPInvidia-nvjitlink-cu1212.8.93indirect
PyPInvidia-nvshmem-cu123.3.20indirect
PyPInvidia-nvtx-cu1212.8.90indirect
PyPIoauthlib3.3.1indirect
PyPIolefile0.47indirect
PyPIoletools0.60.2indirect
PyPIonnx-weekly1.21.0.dev20260105indirect
PyPIonnx2torch-py3131.6.0indirect
PyPIonnxruntime1.23.2indirect
PyPIopenai-whisper20250625indirect
PyPIopentelemetry-exporter-otlp-proto-common1.39.1indirect
PyPIopentelemetry-exporter-otlp-proto-http1.39.1indirect
PyPIopentelemetry-instrumentation0.60b1indirect
PyPIopentelemetry-instrumentation-asgi0.60b1indirect
PyPIopentelemetry-proto1.39.1indirect
PyPIopentelemetry-semantic-conventions0.60b1indirect
PyPIopentelemetry-util-http0.60b1indirect
PyPIorjson3.11.5indirect
PyPIormsgpack1.12.1indirect
PyPIpackaging25.0indirect
PyPIpathspec1.0.0indirect
PyPIpbs-installer2025.12.17indirect
PyPIpcodedmp1.2.6indirect
PyPIpdfminer-six20251230indirect
PyPIpefile2024.8.26indirect
PyPIpkginfo1.12.1.2indirect
PyPIplatformdirs4.5.1indirect
PyPIpluggy1.6.0indirect
PyPIply3.11indirect
PyPIpoetry2.2.1indirect
PyPIpoetry-core2.2.1indirect
PyPIpooch1.8.2indirect
PyPIpreshed3.0.12indirect
PyPIpropcache0.4.1indirect
PyPIproto-plus1.27.0indirect
PyPIprotobuf5.29.6indirect
PyPIpulumi—indirect
PyPIpulumi-cloudflare6.18.0indirect
PyPIpulumi-gcp9.22.0indirect
PyPIpy-vapid1.9.4indirect
PyPIpyasn10.6.1indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpycparser2.23indirect
PyPIpydantic-core2.41.5indirect
PyPIpygments2.19.2indirect
PyPIpyinstaller-hooks-contrib2025.11indirect
PyPIpynacl1.5.*indirect
PyPIpyparsing3.3.1indirect
PyPIpyphen0.17.2indirect
PyPIpyproject-hooks1.2.0indirect
PyPIpyreadline33.5.4indirect
PyPIpytest-timeout—indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-pptx1.0.2indirect
PyPIpytokens0.3.0indirect
PyPIpywin32-ctypes0.2.3indirect
PyPIpyyaml6.0.3indirect
PyPIrapidfuzz3.14.3indirect
PyPIred-black-tree-mod1.22indirect
PyPIredis7.1.0indirect
PyPIregex2025.11.3indirect
PyPIrequests-oauthlib2.0.0indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIresampy0.4.3indirect
PyPIrotary-embedding-torch0.6.5indirect
PyPIrtfde0.1.2.2indirect
PyPIsafetensors0.7.0indirect
PyPIsamplerate0.1.0indirect
PyPIscikit-learn1.7.2indirect
PyPIscipy1.15.3indirect
PyPIsecretstorage3.5.0indirect
PyPIsetuptools80.9.0indirect
PyPIshellingham1.5.4indirect
PyPIsix1.17.0indirect
PyPIsmart-open7.5.0indirect
PyPIsniffio1.3.1indirect
PyPIsoundfile0.13.1indirect
PyPIsoupsieve2.8.1indirect
PyPIsoxr1.0.0indirect
PyPIspacy-legacy3.0.12indirect
PyPIspacy-loggers1.0.5indirect
PyPIspeechrecognition3.14.5indirect
PyPIspotipy2.25.2indirect
PyPIstandard-aifc3.13.0indirect
PyPIstandard-chunk3.13.0indirect
PyPIstandard-sunau3.13.0indirect
PyPIstarlette0.50.0indirect
PyPIstone3.3.1indirect
PyPIstriprtf0.0.29indirect
PyPIsympy1.14.0indirect
PyPItext-unidecode1.3indirect
PyPItextract-py32.1.1indirect
PyPIthinc8.3.10indirect
PyPIthreadpoolctl3.6.0indirect
PyPItiktoken0.12.0indirect
PyPItinytag2.2.0indirect
PyPItokenizers0.22.2indirect
PyPItomli2.3.0indirect
PyPItomlkit0.13.3indirect
PyPItorchvision0.24.1indirect
PyPItransmission-rpc7.0.11indirect
PyPItriton3.5.1indirect
PyPItrove-classifiers2025.12.1.14indirect
PyPItyper-slim0.21.0indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-inspection0.4.2indirect
PyPItzdata2025.3indirect
PyPItzlocal5.3.1indirect
PyPIuritemplate4.2.0indirect
PyPIurllib32.6.2indirect
PyPIuuid-utils0.12.0indirect
PyPIuvloop0.22.1indirect
PyPIvirtualenv20.35.4indirect
PyPIwasabi1.1.3indirect
PyPIwatchfiles1.1.1indirect
PyPIweasel0.4.3indirect
PyPIwebsockets15.0.1indirect
PyPIwin-unicode-console0.5indirect
PyPIwrapt1.17.3indirect
PyPIxattr1.3.0indirect
PyPIxlrd1.2.0indirect
PyPIxlsxwriter3.2.9indirect
PyPIxxhash3.6.0indirect
PyPIyarl1.22.0indirect
PyPIzipp3.23.0indirect
PyPIzstandard0.25.0indirect
Dependency advisories 65

This repository publishes no package the index resolves, so its own dependency graph was assessed — 1,247 packages, which also include development and test pins that never ship: 65 carry known advisories, of which 20 are direct. 41 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
aiohttp3.13.3directcritical483.14.3
black25.12.0directcritical326.3.1
nltk3.9.2directcritical293.10.0
pillow12.1.0directcritical3812.3.0
transformers4.57.3directcritical75.5.0
cryptography46.0.3indirectcritical1350.0.0
flatted3.3.3indirectcritical23.4.2
shell-quote1.8.3indirectcritical21.9.0
langchain-core1.2.6directhigh81.3.3
langgraph1.0.5directhigh21.0.10rc1
next16.0.7directhigh3316.2.11
python-multipart0.0.20directhigh140.0.31
torch2.9.1directhigh42.13.0
yt-dlp2025.12.8directhigh112026.7.4
brace-expansion1.1.12indirecthigh45.0.9
brace-expansion2.0.2indirecthigh45.0.9
click8.3.1indirecthigh18.3.3
dulwich0.24.10indirecthigh101.2.5
form-data4.0.5indirecthigh14.0.6
js-yaml3.14.2indirecthigh34.3.1
js-yaml4.1.1indirecthigh34.3.1
lodash4.17.21indirecthigh34.18.0
minimatch3.1.2indirecthigh310.2.3
minimatch9.0.5indirecthigh310.2.3
nanoid3.3.11indirecthigh25.1.16
picomatch2.3.1indirecthigh24.0.4
picomatch4.0.3indirecthigh24.0.4
postcss8.4.31indirecthigh48.5.23
postcss8.5.6indirecthigh48.5.23
sharp0.34.5indirecthigh10.35.0
soupsieve2.8.1indirecthigh42.8.4
urllib32.6.2indirecthigh62.7.0
ws8.18.3indirecthigh28.21.0
langchain1.2.0directmoderate21.4.6
langchain-anthropic1.3.1directmoderate21.4.6
next-intl4.9.0directmoderate24.9.2
pydantic-settings2.12.0directmoderate12.14.2
pytest8.3.5directmoderate29.0.3
pytest9.0.2directmoderate29.0.3
python-dotenv1.2.1directmoderate21.2.2
requests2.32.5directmoderate22.33.0
ajv6.12.6indirectmoderate18.18.0
diff4.0.2indirectmoderate18.0.3
dompurify3.3.3indirectmoderate143.4.13
filelock3.20.2indirectmoderate23.20.3
idna3.11indirectmoderate23.15
setuptools80.9.0indirectmoderate283.0.0
langchain-openai1.1.6directlow21.1.14
@babel/core7.28.5indirectlow18.0.0-rc.6
@tootallnate/once2.0.0indirectlow13.0.1
icu-minify4.9.0indirectlow14.9.2
pygments2.19.2indirectlow22.20.0
httplib20.31.0indirectunknown2—
jaraco-context6.0.2indirectunknown2—
langgraph-checkpoint3.0.1indirectunknown4—
langgraph-sdk0.3.1indirectunknown2—
langsmith0.6.0indirectunknown7—
lxml6.0.2indirectunknown2—
msgpack1.1.2indirectunknown2—
orjson3.11.5indirectunknown1—
poetry2.2.1indirectunknown4—
pyasn10.6.1indirectunknown10—
starlette0.50.0indirectunknown10—
tinytag2.2.0indirectunknown2—
virtualenv20.35.4indirectunknown2—

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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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 v0.31.0 — full methodology · metrics wiki.

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