Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-18 11:14 UTC

ekhodzitsky / polyvoice

Speaker diarization for Rust — who spoke when, on CPU, without Python. INT8 kernels (~8.4 MB, MIT, ungated). Rust, Python, C FFI, and CLI.

RustMIT★ 19 stars⑂ 2 forkssince May 2026View on GitHub ↗
KindLibraryMCP serverCommand-line toolhow this is determined

ekhodzitsky/polyvoice holds a health index of 13 out of 100, placing it in the Critical band. It scores highest on Engineering Quality (88/100) and lowest on Security (19/100). It was last updated today. A single contributor accounts for most of its recent work.

13
overall / 100
Critical

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.

13
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 61 is calibrated to 67 on the published index scale (record calibration 2026-08-02). High-Risk Jurisdiction Policy applies a 20% multiplier to weighted overall health and gives it an At Risk ceiling of 34.

Ownership

Evgeny KhodzitskyPersonal account
14 followers36 public repossince Dec 2018

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
crates.iopolyvoice0.20.02,0253610 days agoclusteringdiarizationonnxspeakerstreamingscience
PyPIpolyvoice0.20.04792110 days agodiarizationspeakeraudiospeechonnxclusteringvadvoice-activity-detection
crates.iopolyvoice-kernels0.1.246323 days ago

Metrics by category

Vitality

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

82Excellent · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
12.5/36Commit cadence18/52 weeks with commits
18/18Commit volume419 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year419
human_commit_share1
days_since_last_push0
active_weeks_last_year18
How it's scored
27/27Ships releases28 releases published
36/36Release recencylatest release 10 days ago
27/27Release cadencea release every ~8.6 days
1/10OpenSSF Scorecard: Signed-Releases1 out of the last 5 releases have a total of 1 signed artifacts.
Inputs used
releases_count28
latest_release_tagv0.20.0
releases_from_tagsno
days_since_latest_release10
mean_days_between_releases8.6

Community & Adoption

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

47Weak · 17% of overall
How it's scored
20.4/60Stars19 stars
0/25Forks2 forks
0/15Watchers1 watchers
Inputs used
forks2
stars19
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges6
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicescodecov.io, github.com, shields.io
has_pull_request_templateno
How it's scored
45.4/80Monthly downloads2,550 downloads/month across crates, pypi
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packagespolyvoice, polyvoice, polyvoice-kernels
dependents
ecosystemscrates, pypi
total_downloads8,612
monthly_downloads2,550
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?

56Moderate · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
0/22.5Commit distributiontop contributor authored 100% of commits
1.4/13.5Contributor breadth1 contributors
0/10OpenSSF Scorecard: Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
42/42Issue resolution100% of issues closed
28.9/30PR acceptance78/81 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs78
open_issues0
closed_issues8
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio1
closed_unmerged_prs3
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.
How it's scored
10/30Ownership backingpersonal (user) account
0/20Verified domainnot applicable to user accounts
8.5/25Owner reach14 followers of ekhodzitsky
23.4/25Track record36 public repos, account ~7 yr old
Inputs used
followers14
owner_typeUser
is_verified
owner_loginekhodzitsky
public_repos36
account_age_days2,841
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable3 package(s) on crates, pypi
35/35Publish recencylatest publish 10 days ago
20/20Version history36 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagespolyvoice, polyvoice, polyvoice-kernels
ecosystemscrates, pypi
any_deprecatedno
min_days_since_publish10

Engineering Quality

Are baseline engineering and documentation practices in place?

88Excellent · 19% of overall
How it's scored
24/24CI workflows7 workflow(s)
24/24Tests present
16/16Linter configCargo.toml ([lints]), polyvoice-asr-sherpa/Cargo.toml ([lints]), polyvoice-asr/Cargo.toml ([lints]), polyvoice-kernels/Cargo.toml ([lints]), python/Cargo.toml ([lints])
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Testsno data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://docs.rs/polyvoice
10/10Repository description
10/10Topics14 topics
10/10Wiki
Inputs used
topicsaudio, diarization, machine-learning, onnx, python-bindings, rust, speaker-diarization, speech, vad, voice, clustering, coreml, k-means, pyannote
has_wikiyes
homepagehttps://docs.rs/polyvoice
docs_sitehttps://docs.rs/polyvoice
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

19Critical · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
0/7.5Branch-Protectionbranch protection not enabled on development/release branches
0/2.5CI-Testsno data
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0/7.5Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0/2.5Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflowno dangerous workflow patterns detected
0/7.5Dependency-Update-Toolno update tool detected
5/5Fuzzingproject is fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
0.5/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0/5SASTno SAST tool detected
0/5Security-Policysecurity policy file not detected
0.8/7.5Signed-Releases1 out of the last 5 releases have a total of 1 signed artifacts.
7.5/7.5Token-PermissionsGitHub workflow tokens follow principle of least privilege
0.8/7.5Vulnerabilities9 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.6
high_risk_jurisdiction_cap34
high_risk_jurisdiction_multiplier20
security_posture_after_multiplier9
security_posture_before_jurisdiction46
Excluded from scoring (no data or not applicable): CI-Tests. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 20% multiplier and gives Security posture an At risk ceiling of 34.
How it's scored
9.5/35Direct dependencies free of known advisories3 affected: pyo3 0.28.3 (high 7.5), rmcp 1.7.0 (high 8.2), anyhow 1.0.102 (unknown)
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
33.7/40No advisories left outstanding1 advisory-carrying package(s) unaddressed past 90 days; oldest published 98 days ago
Inputs used
sourceosv
advisories11
affected_packages6
assessed_packages571
unassessed_packages25
affected_by_severityhigh 2, moderate 2, unknown 2
direct_affected_packages3
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 571 resolved dependencies against OSV. 25 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.

85Excellent · 4% of overall
How it's scored
45/45Agent instructionsAGENTS.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history100 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_filesAGENTS.md
agent_instruction_max_bytes4,915
How it's scored
12.6/18One-command bootstrapCargo.toml, benchmarks/tools/speakrs-rttm/Cargo.toml, fuzz/Cargo.toml (toolchain convention, no task runner)
22/22Automated tests
11/11Lint / format configCargo.toml ([lints]), polyvoice-asr-sherpa/Cargo.toml ([lints]), polyvoice-asr/Cargo.toml ([lints]), polyvoice-kernels/Cargo.toml ([lints]), python/Cargo.toml ([lints])
11/11Static type checkingpython/polyvoice/py.typed
10/10Reproducible environmentDockerfile, lockfile
6/10Demonstrated agent practice3 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenanceno automated dependency updates observed
1/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock
has_dockerfileyes
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configspython/polyvoice/py.typed
agent_commit_share0.03
toolchain_manifestsCargo.toml, benchmarks/tools/speakrs-rttm/Cargo.toml, fuzz/Cargo.toml, polyvoice-asr-sherpa/Cargo.toml, polyvoice-asr/Cargo.toml, polyvoice-kernels/Cargo.toml, python/Cargo.toml
dependency_bot_commit_share0
How it's scored
45/45Type-checkable codeRust (statically typed)
54.8/55Manageable file sizes1/223 source files over 60KB
Inputs used
primary_languageRust
largest_source_bytes116,066
source_files_sampled223
oversized_source_files1
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
20/20MCP server
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files
interfaces_expected_of
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

19GitHub stars
1contributors
419commits, last 12 months
0days since last push
28releases
1bus factor
0open issues
crates.io, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch crates package 'polyvoice-python' from its registry
  • Could not fetch crates package 'polyvoice-asr' from its registry
  • Could not fetch crates package 'polyvoice-asr-sherpa' from its registry

More detail

Star and fork history 0 ★ / 2 ⇿
0Stars
2Forks
16Releases

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.

111222212026-052026-072026-09
Major 0Minor 9Patch 4
OpenSSF Scorecard 4.6 / 10
4.6aggregate

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 · 2026-09-18 11:14 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
1Signed-Releases1 out of the last 5 releases have a total of 1 signed artifacts.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
1Vulnerabilities9 existing vulnerabilities detected
Direct dependencies 39
RegistryPackageVersion constraintManifest
crates.iotract-onnx0.23.4Cargo.toml
crates.iopolyvoice-kernels0.1.0Cargo.toml
crates.ioearshot1.2Cargo.toml
crates.ioryf0.7.2Cargo.toml
crates.iorubato4.0Cargo.toml
crates.iosymphonia0.6Cargo.toml
crates.ioanyhow1Cargo.toml
crates.iothiserror2Cargo.toml
crates.iotracing0.1Cargo.toml
crates.ioserde1Cargo.toml
crates.ioserde_json1Cargo.toml
crates.iondarray0.17Cargo.toml
crates.iorealfft3.5Cargo.toml
crates.ioclap4Cargo.toml
crates.ioclap_complete4Cargo.toml
crates.ioureq3Cargo.toml
crates.iodirs6Cargo.toml
crates.iofaer0.24.0Cargo.toml
crates.iotoml0.8Cargo.toml
crates.iosha20.10Cargo.toml
crates.iominisign-verify0.2.5Cargo.toml
crates.iormcp1.7.0Cargo.toml
crates.ioschemars1.2.1Cargo.toml
crates.iotokio1Cargo.toml
crates.iopolyvoicepolyvoice-asr-sherpa/Cargo.toml
crates.iosherpa-rs0.6.8polyvoice-asr-sherpa/Cargo.toml
crates.iopolyvoicepolyvoice-asr/Cargo.toml
crates.ioparakeet-rs0.3.6polyvoice-asr/Cargo.toml
crates.ioort=2.0.0-rc.12polyvoice-asr/Cargo.toml
crates.ioclap4polyvoice-asr/Cargo.toml
crates.ioserde1polyvoice-asr/Cargo.toml
crates.ioserde_json1polyvoice-asr/Cargo.toml
crates.ioanyhow1polyvoice-asr/Cargo.toml
crates.iorten-gemm0.25polyvoice-kernels/Cargo.toml
crates.iorten-tensor0.25polyvoice-kernels/Cargo.toml
crates.iothiserror2polyvoice-kernels/Cargo.toml
crates.iopolyvoicepython/Cargo.toml
crates.iopyo30.28python/Cargo.toml
crates.ioserde_json1python/Cargo.toml
All dependencies 596

Full resolved dependency set from the GitHub dependency graph: 43 direct and 553 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.ioanyhowdirect
crates.ioanyhow1.0.102direct
crates.ioanyhow1.0.103direct
crates.ioclapdirect
crates.ioclap4.6.1direct
crates.ioclap_complete4.6.5direct
crates.iodirs5.0.1direct
crates.iodirs6.0.0direct
crates.ioearshot1.2.1direct
crates.iofaer0.24.0direct
crates.iominisign-verify0.2.5direct
crates.iondarray0.17.2direct
crates.ioort2.0.0-rc.12direct
crates.ioparakeet-rsdirect
crates.ioparakeet-rs0.3.6direct
crates.iopyo30.28.3direct
crates.iorealfft3.5.0direct
crates.iormcp1.7.0direct
crates.iorten-gemmdirect
crates.iorten-gemm0.25.0direct
crates.iorten-tensordirect
crates.iorten-tensor0.25.0direct
crates.iorubato4.0.0direct
crates.ioryf0.7.2direct
crates.ioschemars1.2.1direct
crates.ioserdedirect
crates.ioserde1.0.228direct
crates.ioserde_jsondirect
crates.ioserde_json1.0.149direct
crates.ioserde_json1.0.150direct
crates.iosha20.10.9direct
crates.iosherpa-rs0.6.8direct
crates.iosymphonia0.6.0direct
crates.iothiserrordirect
crates.iothiserror1.0.69direct
crates.iothiserror2.0.18direct
crates.iothiserror2.0.19direct
crates.iotokio1.52.3direct
crates.iotoml0.8.23direct
crates.iotracing0.1.44direct
crates.iotract-onnx0.23.4direct
crates.ioureq2.12.1direct
crates.ioureq3.3.0direct
crates.ioadler22.0.1indirect
crates.ioahash0.8.12indirect
crates.ioaho-corasick1.1.4indirect
crates.ioallocator-api20.2.21indirect
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crates.ioanstyle1.0.14indirect
crates.ioanstyle-parse1.0.0indirect
crates.ioanstyle-query1.1.5indirect
crates.ioanstyle-wincon3.0.11indirect
crates.ioanymap31.1.0indirect
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crates.iobumpalo3.20.3indirect
crates.iobytemuck1.25.0indirect
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crates.iobyteorder1.5.0indirect
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crates.iobzip20.4.4indirect
crates.iobzip2-sys0.1.13+1.0.8indirect
crates.iocast0.3.0indirect
crates.iocastaway0.2.4indirect
crates.ioccindirect
crates.iocc1.2.61indirect
crates.iocc1.2.64indirect
crates.iocc1.2.67indirect
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crates.iochacha200.10.2indirect
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crates.iodowncast-rs2.0.2indirect
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crates.iodyn-hash1.0.0indirect
crates.iodyn-stack0.13.2indirect
crates.iodyn-stack-macros0.1.3indirect
crates.ioeither1.16.0indirect
crates.ioeither1.18.0indirect
crates.ioencode_unicode1.0.0indirect
crates.ioenum-as-inner0.6.1indirect
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crates.ioequator0.6.0indirect
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crates.ioequivalent1.0.2indirect
crates.ioerased-serde0.4.10indirect
crates.ioerrno0.3.14indirect
crates.ioesaxx-rs0.1.10indirect
crates.ioextended0.1.0indirect
crates.ioeyre0.6.12indirect
crates.iofaer-traits0.24.0indirect
crates.iofastrand2.4.1indirect
crates.iofiletime0.2.29indirect
crates.iofind-msvc-tools0.1.9indirect
crates.ioflate21.1.9indirect
crates.iofloat-cmp0.10.0indirect
crates.iofloat-ord0.3.2indirect
crates.iofnv1.0.7indirect
crates.iofoldhash0.1.5indirect
crates.iofoldhash0.2.0indirect
crates.ioforeign-types0.3.2indirect
crates.ioforeign-types-shared0.1.1indirect
crates.ioform_urlencoded1.2.2indirect
crates.iofutures0.3.32indirect
crates.iofutures-channel0.3.32indirect
crates.iofutures-core0.3.32indirect
crates.iofutures-executor0.3.32indirect
crates.iofutures-io0.3.32indirect
crates.iofutures-macro0.3.32indirect
crates.iofutures-sink0.3.32indirect
crates.iofutures-task0.3.32indirect
crates.iofutures-util0.3.32indirect
crates.iogemm0.19.0indirect
crates.iogemm-c320.19.0indirect
crates.iogemm-c640.19.0indirect
crates.iogemm-common0.19.0indirect
crates.iogemm-f160.19.0indirect
crates.iogemm-f320.19.0indirect
crates.iogemm-f640.19.0indirect
crates.iogenerativity1.2.1indirect
crates.iogenerator0.8.9indirect
crates.iogeneric-array0.14.7indirect
crates.iogetrandom0.2.17indirect
crates.iogetrandom0.3.4indirect
crates.iogetrandom0.4.2indirect
crates.ioglob0.3.3indirect
crates.iohalf2.7.1indirect
crates.iohashbrown0.15.5indirect
crates.iohashbrown0.16.1indirect
crates.iohashbrown0.17.0indirect
crates.iohashbrown0.17.1indirect
crates.ioheck0.5.0indirect
crates.iohermit-abi0.5.2indirect
crates.iohmac-sha2561.1.14indirect
crates.iohome0.5.11indirect
crates.iohoundindirect
crates.iohound3.5.1indirect
crates.iohttp1.4.0indirect
crates.iohttp1.4.2indirect
crates.iohttparse1.10.1indirect
crates.ioiana-time-zone0.1.65indirect
crates.ioiana-time-zone-haiku0.1.2indirect
crates.ioicu_collections2.1.1indirect
crates.ioicu_locale_core2.1.1indirect
crates.ioicu_normalizer2.1.1indirect
crates.ioicu_normalizer_data2.1.1indirect
crates.ioicu_properties2.1.2indirect
crates.ioicu_properties_data2.1.2indirect
crates.ioicu_provider2.1.1indirect
crates.ioid-arena2.3.0indirect
crates.ioident_case1.0.1indirect
crates.ioidna1.1.0indirect
crates.ioidna_adapter1.2.1indirect
crates.ioindenter0.3.4indirect
crates.ioindexmap2.14.0indirect
crates.ioinsta1.48.0indirect
crates.iointerpol0.2.1indirect
crates.ioinventory0.3.24indirect
crates.iois-terminal0.4.17indirect
crates.iois_terminal_polyfill1.70.2indirect
crates.ioitertools0.10.5indirect
crates.ioitertools0.12.1indirect
crates.ioitertools0.14.0indirect
crates.ioitoa1.0.18indirect
crates.iojobserver0.1.34indirect
crates.iojs-sys0.3.102indirect
crates.iolazy_static1.5.0indirect
crates.iolazycell1.3.0indirect
crates.ioleb128fmt0.1.0indirect
crates.iolibc0.2.186indirect
crates.iolibfuzzer-sys0.4.12indirect
crates.iolibloading0.8.9indirect
crates.iolibm0.2.16indirect
crates.iolibredox0.1.16indirect
crates.iolibredox0.1.17indirect
crates.iolibredox0.1.18indirect
crates.iolinux-raw-sys0.12.1indirect
crates.iolinux-raw-sys0.4.15indirect
crates.iolitemap0.8.2indirect
crates.iolock_api0.4.14indirect
crates.iolog0.4.29indirect
crates.iolog0.4.32indirect
crates.iolog0.4.33indirect
crates.ioloom0.7.2indirect
crates.iolzma-rust20.15.8indirect
crates.iomacro_rules_attribute0.2.2indirect
crates.iomacro_rules_attribute-proc_macro0.2.2indirect
crates.iomaplit1.0.2indirect
crates.iomatchers0.2.0indirect
crates.iomatrixmultiply0.3.10indirect
crates.iomemchr2.8.0indirect
crates.iomemchr2.8.2indirect
crates.iomemchr2.8.3indirect
crates.iomemmap20.9.11indirect
crates.iomemo-map0.3.3indirect
crates.iominijinja2.21.0indirect
crates.iominimal-lexical0.2.1indirect
crates.iominiz_oxide0.8.9indirect
crates.iomonostate0.1.18indirect
crates.iomonostate-impl0.1.18indirect
crates.ionano-gemm0.2.2indirect
crates.ionano-gemm-c320.2.1indirect
crates.ionano-gemm-c640.2.1indirect
crates.ionano-gemm-codegen0.2.1indirect
crates.ionano-gemm-core0.2.1indirect
crates.ionano-gemm-f320.2.1indirect
crates.ionano-gemm-f640.2.1indirect
crates.ionative-tls0.2.18indirect
crates.ionom7.1.3indirect
crates.ionom8.0.0indirect
crates.ionom-language0.1.0indirect
crates.ionormalize-line-endings0.3.0indirect
crates.ionpyz0.8.4indirect
crates.ionu-ansi-term0.50.3indirect
crates.ionum-bigint0.4.6indirect
crates.ionum-complex0.4.6indirect
crates.ionum-integer0.1.46indirect
crates.ionum-traits0.2.19indirect
crates.ionum_cpus1.17.0indirect
crates.ioonce_cell1.21.4indirect
crates.ioonce_cell_polyfill1.70.2indirect
crates.ioonig6.5.3indirect
crates.ioonig_sys69.9.3indirect
crates.iooorandom11.1.5indirect
crates.ioopenssl0.10.81indirect
crates.ioopenssl-macros0.1.1indirect
crates.ioopenssl-probe0.2.1indirect
crates.ioopenssl-sys0.9.117indirect
crates.iooption-ext0.2.0indirect
crates.ioort-sys2.0.0-rc.12indirect
crates.ioparking_lot0.12.5indirect
crates.ioparking_lot_core0.9.12indirect
crates.iopaste1.0.15indirect
crates.iopastey0.2.3indirect
crates.iopem-rfc74681.0.0indirect
crates.iopercent-encoding2.3.2indirect
crates.iopest2.8.6indirect
crates.iopest_derive2.8.6indirect
crates.iopest_generator2.8.6indirect
crates.iopest_meta2.8.6indirect
crates.iopin-project-lite0.2.17indirect
crates.iopkg-configindirect
crates.iopkg-config0.3.33indirect
crates.iopkg-config0.3.34indirect
crates.ioplotters0.3.7indirect
crates.ioplotters-backend0.3.7indirect
crates.ioplotters-svg0.3.7indirect
crates.ioportable-atomic1.13.1indirect
crates.ioportable-atomic-util0.2.7indirect
crates.iopotential_utf0.1.5indirect
crates.ioppv-lite860.2.21indirect
crates.iopredicates3.1.4indirect
crates.iopredicates-core1.0.10indirect
crates.iopredicates-tree1.0.13indirect
crates.ioprettyplease0.2.37indirect
crates.ioprimal-check0.3.4indirect
crates.ioprivate-gemm-x860.1.20indirect
crates.ioproc-macro21.0.106indirect
crates.ioproptest1.11.0indirect
crates.ioprost0.14.4indirect
crates.ioprost-derive0.14.4indirect
crates.iopulp0.22.2indirect
crates.iopulp-wasm-simd-flag0.1.0indirect
crates.iopy_literal0.4.0indirect
crates.iopyo3-build-config0.28.3indirect
crates.iopyo3-ffi0.28.3indirect
crates.iopyo3-macros0.28.3indirect
crates.iopyo3-macros-backend0.28.3indirect
crates.ioqd0.8.0indirect
crates.ioquick-error1.2.3indirect
crates.ioquote1.0.45indirect
crates.ioquote1.0.46indirect
crates.ior-efi5.3.0indirect
crates.ior-efi6.0.0indirect
crates.iorand0.10.2indirect
crates.iorand0.8.6indirect
crates.iorand0.9.4indirect
crates.iorand_chacha0.9.0indirect
crates.iorand_core0.10.1indirect
crates.iorand_core0.6.4indirect
crates.iorand_core0.9.5indirect
crates.iorand_distr0.5.1indirect
crates.iorand_distr0.6.0indirect
crates.iorand_xorshift0.4.0indirect
crates.ioraw-cpuid11.6.0indirect
crates.iorawpointer0.2.1indirect
crates.iorayon1.12.0indirect
crates.iorayon-cond0.4.0indirect
crates.iorayon-core1.13.0indirect
crates.ioreborrow0.5.5indirect
crates.ioredox_syscall0.5.18indirect
crates.ioredox_users0.4.6indirect
crates.ioredox_users0.5.2indirect
crates.ioref-cast1.0.25indirect
crates.ioref-cast-impl1.0.25indirect
crates.ioregex1.12.4indirect
crates.ioregex1.13.0indirect
crates.ioregex-automata0.4.14indirect
crates.ioregex-automata0.4.15indirect
crates.ioregex-lite0.1.9indirect
crates.ioregex-syntax0.8.11indirect
crates.ioring0.17.14indirect
crates.iormcp-macros1.7.0indirect
crates.iorten-base0.25.0indirect
crates.iorten-parallel0.25.0indirect
crates.iorten-simd0.25.0indirect
crates.iorustc-hash1.1.0indirect
crates.iorustfft6.4.1indirect
crates.iorustix0.38.44indirect
crates.iorustix1.1.4indirect
crates.iorustls0.23.40indirect
crates.iorustls0.23.41indirect
crates.iorustls0.23.45indirect
crates.iorustls-pki-types1.14.1indirect
crates.iorustls-pki-types1.15.0indirect
crates.iorustls-webpki0.103.13indirect
crates.iorustls-webpki0.103.15indirect
crates.iorustversion1.0.22indirect
crates.iorusty-fork0.3.1indirect
crates.ioryu1.0.23indirect
crates.iosafetensors0.8.0indirect
crates.iosame-file1.0.6indirect
crates.ioscan_fmt0.2.6indirect
crates.ioschannel0.1.29indirect
crates.ioschemars_derive1.2.1indirect
crates.ioscoped-tls1.0.1indirect
crates.ioscopeguard1.2.0indirect
crates.iosecurity-framework3.7.0indirect
crates.iosecurity-framework-sys2.17.0indirect
crates.iosemver1.0.28indirect
crates.ioseq-macro0.3.6indirect
crates.ioserde_core1.0.228indirect
crates.ioserde_derive1.0.228indirect
crates.ioserde_derive_internals0.29.1indirect
crates.ioserde_spanned0.6.9indirect
crates.iosharded-slab0.1.7indirect
crates.iosherpa-rs-sys0.6.8indirect
crates.ioshlex1.3.0indirect
crates.ioshlex2.0.1indirect
crates.iosimd-adler320.3.10indirect
crates.iosimd-adler320.3.9indirect
crates.iosimilar2.7.0indirect
crates.ioslab0.4.12indirect
crates.iosmallvec1.15.1indirect
crates.iosmallvec1.15.2indirect
crates.iosocks0.3.4indirect
crates.iospindle0.2.6indirect
crates.iospm_precompiled0.1.4indirect
crates.iostable_deref_trait1.2.1indirect
crates.iostatic_assertions1.1.0indirect
crates.iostrength_reduce0.2.4indirect
crates.iostring-interner0.20.0indirect
crates.iostrsim0.11.1indirect
crates.iosubtle2.6.1indirect
crates.iosymphonia-bundle-flac0.6.0indirect
crates.iosymphonia-bundle-mp30.6.0indirect
crates.iosymphonia-codec-aac0.6.0indirect
crates.iosymphonia-codec-adpcm0.6.0indirect
crates.iosymphonia-codec-alac0.6.0indirect
crates.iosymphonia-codec-pcm0.6.0indirect
crates.iosymphonia-codec-vorbis0.6.0indirect
crates.iosymphonia-common0.6.0indirect
crates.iosymphonia-core0.6.0indirect
crates.iosymphonia-format-caf0.6.0indirect
crates.iosymphonia-format-isomp40.6.0indirect
crates.iosymphonia-format-mkv0.6.0indirect
crates.iosymphonia-format-ogg0.6.0indirect
crates.iosymphonia-format-riff0.6.0indirect
crates.iosymphonia-metadata0.6.0indirect
crates.iosyn1.0.109indirect
crates.iosyn2.0.117indirect
crates.iosyn2.0.118indirect
crates.iosyn3.0.3indirect
crates.iosynstructure0.13.2indirect
crates.iosysctl0.6.0indirect
crates.iotar0.4.46indirect
crates.iotarget-lexicon0.13.5indirect
crates.iotempfile3.27.0indirect
crates.iotermtree0.5.1indirect
crates.iothiserror-impl1.0.69indirect
crates.iothiserror-impl2.0.18indirect
crates.iothiserror-impl2.0.19indirect
crates.iothread_local1.1.9indirect
crates.iotinystr0.8.3indirect
crates.iotinytemplate1.2.1indirect
crates.iotokenizers0.23.1indirect
crates.iotokio-macros2.7.0indirect
crates.iotokio-util0.7.18indirect
crates.iotoml_datetime0.6.11indirect
crates.iotoml_edit0.22.27indirect
crates.iotoml_write0.1.2indirect
crates.iotracing-attributes0.1.31indirect
crates.iotracing-core0.1.36indirect
crates.iotracing-log0.2.0indirect
crates.iotracing-subscriber0.3.23indirect
crates.iotract-core0.23.4indirect
crates.iotract-data0.23.4indirect
crates.iotract-extra0.23.4indirect
crates.iotract-hir0.23.4indirect
crates.iotract-linalg0.23.4indirect
crates.iotract-nnef0.23.4indirect
crates.iotract-onnx-opl0.23.4indirect
crates.iotract-pulse0.23.4indirect
crates.iotract-pulse-opl0.23.4indirect
crates.iotract-transformers0.23.4indirect
crates.iotranspose0.2.3indirect
crates.iotypeid1.0.3indirect
crates.iotypenum1.20.0indirect
crates.iotypenum1.20.1indirect
crates.ioucd-trie0.1.7indirect
crates.iounarray0.1.4indirect
crates.iounicode-ident1.0.24indirect
crates.iounicode-normalization-alignments0.1.12indirect
crates.iounicode-segmentation1.13.3indirect
crates.iounicode-xid0.2.6indirect
crates.iounicode_categories0.1.1indirect
crates.iountrusted0.9.0indirect
crates.ioureq-proto0.6.0indirect
crates.iourl2.5.8indirect
crates.ioutf8-zero0.8.1indirect
crates.ioutf8_iter1.0.4indirect
crates.ioutf8parse0.2.2indirect
crates.iovaluable0.1.1indirect
crates.iovcpkg0.2.15indirect
crates.ioversion_check0.9.5indirect
crates.iovisibility0.1.1indirect
crates.iowait-timeout0.2.1indirect
crates.iowalkdir2.5.0indirect
crates.iowasi0.11.1+wasi-snapshot-preview1indirect
crates.iowasip21.0.1+wasi-0.2.4indirect
crates.iowasip21.0.3+wasi-0.2.9indirect
crates.iowasip30.4.0+wasi-0.3.0-rc-2026-01-06indirect
crates.iowasm-bindgen0.2.125indirect
crates.iowasm-bindgen-macro0.2.125indirect
crates.iowasm-bindgen-macro-support0.2.125indirect
crates.iowasm-bindgen-shared0.2.125indirect
crates.iowasm-encoder0.244.0indirect
crates.iowasm-metadata0.244.0indirect
crates.iowasmparser0.244.0indirect
crates.ioweb-sys0.3.102indirect
crates.iowebpki-root-certs1.0.8indirect
crates.iowebpki-roots0.26.11indirect
crates.iowebpki-roots1.0.7indirect
crates.iowebpki-roots1.0.8indirect
crates.iowhich4.4.2indirect
crates.iowinapi0.3.9indirect
crates.iowinapi-i686-pc-windows-gnu0.4.0indirect
crates.iowinapi-util0.1.11indirect
crates.iowinapi-x86_64-pc-windows-gnu0.4.0indirect
crates.iowindowfunctions0.1.1indirect
crates.iowindows-core0.62.2indirect
crates.iowindows-implement0.60.2indirect
crates.iowindows-interface0.59.3indirect
crates.iowindows-link0.2.1indirect
crates.iowindows-result0.4.1indirect
crates.iowindows-strings0.5.1indirect
crates.iowindows-sys0.42.0indirect
crates.iowindows-sys0.48.0indirect
crates.iowindows-sys0.52.0indirect
crates.iowindows-sys0.59.0indirect
crates.iowindows-sys0.61.2indirect
crates.iowindows-targets0.48.5indirect
crates.iowindows-targets0.52.6indirect
crates.iowindows_aarch64_gnullvm0.42.2indirect
crates.iowindows_aarch64_gnullvm0.48.5indirect
crates.iowindows_aarch64_gnullvm0.52.6indirect
crates.iowindows_aarch64_msvc0.42.2indirect
crates.iowindows_aarch64_msvc0.48.5indirect
crates.iowindows_aarch64_msvc0.52.6indirect
crates.iowindows_i686_gnu0.42.2indirect
crates.iowindows_i686_gnu0.48.5indirect
crates.iowindows_i686_gnu0.52.6indirect
crates.iowindows_i686_gnullvm0.52.6indirect
crates.iowindows_i686_msvc0.42.2indirect
crates.iowindows_i686_msvc0.48.5indirect
crates.iowindows_i686_msvc0.52.6indirect
crates.iowindows_x86_64_gnu0.42.2indirect
crates.iowindows_x86_64_gnu0.48.5indirect
crates.iowindows_x86_64_gnu0.52.6indirect
crates.iowindows_x86_64_gnullvm0.42.2indirect
crates.iowindows_x86_64_gnullvm0.48.5indirect
crates.iowindows_x86_64_gnullvm0.52.6indirect
crates.iowindows_x86_64_msvc0.42.2indirect
crates.iowindows_x86_64_msvc0.48.5indirect
crates.iowindows_x86_64_msvc0.52.6indirect
crates.iowinnow0.7.15indirect
crates.iowit-bindgen0.46.0indirect
crates.iowit-bindgen0.51.0indirect
crates.iowit-bindgen0.57.1indirect
crates.iowit-bindgen-core0.51.0indirect
crates.iowit-bindgen-rust0.51.0indirect
crates.iowit-bindgen-rust-macro0.51.0indirect
crates.iowit-component0.244.0indirect
crates.iowit-parser0.244.0indirect
crates.iowriteable0.6.3indirect
crates.ioxattr1.6.1indirect
crates.ioyoke0.8.3indirect
crates.ioyoke-derive0.8.2indirect
crates.iozerocopy0.8.52indirect
crates.iozerocopy-derive0.8.52indirect
crates.iozerofrom0.1.8indirect
crates.iozerofrom-derive0.1.7indirect
crates.iozeroize1.8.2indirect
crates.iozeroize1.9.0indirect
crates.iozerotrie0.2.4indirect
crates.iozerovec0.11.6indirect
crates.iozerovec-derive0.11.3indirect
crates.iozmij1.0.21indirect
crates.iozmij1.0.23indirect
PyPIlibrosaindirect
PyPImaturinindirect
PyPInumpyindirect
PyPIonnxindirect
PyPIonnxruntimeindirect
PyPIonnxruntime-toolsindirect
PyPIpyannote-coreindirect
PyPIpyannote-databaseindirect
PyPIpyannote-metricsindirect
PyPIpytestindirect
PyPIscikit-learnindirect
PyPIscipyindirect
PyPIsoundfileindirect
PyPItqdmindirect
Dependency advisories 6

This repository publishes no package the index resolves, so its own dependency graph was assessed — 571 packages, which also include development and test pins that never ship: 6 carry known advisories, of which 3 are direct. 25 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
pyo30.28.3directhigh40.29.0
rmcp1.7.0directhigh32.1.0
rustls0.23.40indirectmoderate10.23.45
rustls0.23.41indirectmoderate10.23.45
anyhow1.0.102directunknown11.0.103
paste1.0.15indirectunknown1

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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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 statisticscrates.io, PyPI.