Public record
Software health reportschema 0.16.0 · metrics 1.13.0 · 2026-07-21 01:14 UTC

huggingface / hf_transfer

RustApache-2.0★ 575 stars⑂ 41 forkssince Dec 2022View on GitHub ↗

huggingface/hf_transfer holds a health index of 49 out of 100, placing it in the At risk band. It scores highest on Community & Adoption (69/100) and lowest on Engineering Quality (30/100). It was last updated 55 days ago. A single contributor accounts for most of its recent work.

49
overall / 100
At risk

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

49
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.

Ownership

Hugging FaceOrganization
65,967 followers457 public repossince Feb 2017

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIhf_transfer0.1.95,456,06212559 days ago

Metrics by category

Vitality

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

38At risk · 22% of overall
How it's scored
18/36Push recency — last push 55 days ago
1.4/36Commit cadence — 2/52 weeks with commits
4.3/18Commit volume — 2 commits in the last year
0/10OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Inputs used
commits_last_year2
human_commit_share
days_since_last_push55
active_weeks_last_year2
How it's scored
27/27Ships releases — 12 releases published
7.2/36Release recency — latest release 559 days ago
19.8/27Release cadence — a release every ~75.1 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count12
latest_release_tagv0.1.9
releases_from_tagsno
days_since_latest_release559
mean_days_between_releases75.1
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?

69Moderate · 18% of overall
How it's scored
44.8/60Stars — 575 stars
13.4/25Forks — 41 forks
8.1/15Watchers — 30 watchers
Inputs used
forks41
stars575
watchers30
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
How it's scored
80/80Monthly downloads — 5,456,062 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packageshf_transfer
dependents
ecosystemspypi
total_downloads
monthly_downloads5,456,062
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?

61Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
5.4/22.5Commit distribution — top contributor authored 76% of commits
13.5/13.5Contributor breadth — 10 contributors
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor1
contributors_sampled10
top_contributor_share0.759
How it's scored
17.9/46.8Issue resolution — 38% of issues closed
26.8/38.3PR acceptance — 28/40 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs28
open_issues34
closed_issues21
issue_closed_ratio0.382
closed_unmerged_prs12
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 65,967 followers of huggingface
25/25Track record — 457 public repos, account ~9 yr old
Inputs used
followers65,967
owner_typeOrganization
is_verified
owner_loginhuggingface
public_repos457
account_age_days3,445
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
14/35Publish recency — latest publish 559 days ago
20/20Version history — 12 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packageshf_transfer
ecosystemspypi
any_deprecatedno
min_days_since_publish559

Engineering Quality

Are baseline engineering and documentation practices in place?

30At risk · 20% of overall
How it's scored
24/24CI workflows — 3 workflow(s)
0/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 1 out of 16 merged PRs checked by a CI test -- score normalized to 0
Inputs used
has_ciyes
has_testsno
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

40At risk
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
0/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_dirno
has_descriptionno

Security

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

46At risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
0/2.5CI-Tests — 1 out of 16 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — no data
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
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 21 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4.6
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. Remaining weights renormalized.
How it's scored
5.6/35Direct dependencies free of known advisories — 4 affected: openssl 0.10.68 (critical 9.8), pyo3 0.26.0 (high 7.5), tokio 1.42.0 (moderate 5.3), +1 more
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
28.5/40No advisories left outstanding — 3 advisory-carrying package(s) unaddressed past 90 days; oldest published 533 days ago
Inputs used
sourceosv
advisories33
affected_packages8
assessed_packages176
unassessed_packages0
affected_by_severitycritical 1, high 3, moderate 2, low 1, unknown 1
direct_affected_packages4
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 176 resolved dependencies against OSV. 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? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

35At risk · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
0/18One-command bootstrap
0/22Automated tests
0/11Lint / format config
11/11Static type checking — Rust (statically typed)
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
7/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
Inputs used
has_nixno
has_testsno
lockfilesCargo.lock
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
How it's scored
45/45Type-checkable code — Rust (statically typed)
55/55Manageable file sizes — 0/2 source files over 60KB
Inputs used
primary_languageRust
largest_source_bytes17,363
source_files_sampled2
oversized_source_files0
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

Key facts

575GitHub stars
10contributors
2commits, last 12 months
55days since last push
12releases
1bus factor
34open issues
crates.io, PyPIpackage ecosystems

Data collection warnings

  • Could not fetch crates package 'hf_transfer' from its registry

More detail

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 · 2026-07-21 01:14 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
0CI-Tests1 out of 16 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
n/aPackagingpackaging workflow not detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities21 existing vulnerabilities detected
Direct dependencies 7
RegistryPackageVersion constraintManifest
crates.iofutures0.3Cargo.toml
crates.ioopenssl0.10Cargo.toml
crates.iopyo30.26Cargo.toml
crates.iorand0.8.5Cargo.toml
crates.ioreqwest0.12Cargo.toml
crates.iotokio1.42Cargo.toml
crates.iotokio-util0.7Cargo.toml
All dependencies 176

Full resolved dependency set from the GitHub dependency graph: 7 direct and 169 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.iofutures0.3.31direct
crates.ioopenssl0.10.68direct
crates.iopyo30.26.0direct
crates.iorand0.8.5direct
crates.ioreqwest0.12.9direct
crates.iotokio1.42.0direct
crates.iotokio-util0.7.13direct
crates.ioaddr2line0.24.2indirect
crates.ioadler22.0.0indirect
crates.ioatomic-waker1.1.2indirect
crates.ioautocfg1.4.0indirect
crates.iobacktrace0.3.74indirect
crates.iobase640.22.1indirect
crates.iobitflags2.6.0indirect
crates.iobumpalo3.16.0indirect
crates.iobyteorder1.5.0indirect
crates.iobytes1.9.0indirect
crates.iocc1.2.5indirect
crates.iocfg-if1.0.0indirect
crates.iocore-foundation0.9.4indirect
crates.iocore-foundation-sys0.8.7indirect
crates.iodisplaydoc0.2.5indirect
crates.ioencoding_rs0.8.35indirect
crates.ioequivalent1.0.1indirect
crates.ioerrno0.3.10indirect
crates.iofastrand2.3.0indirect
crates.iofnv1.0.7indirect
crates.ioforeign-types0.3.2indirect
crates.ioforeign-types-shared0.1.1indirect
crates.ioform_urlencoded1.2.1indirect
crates.iofutures-channel0.3.31indirect
crates.iofutures-core0.3.31indirect
crates.iofutures-executor0.3.31indirect
crates.iofutures-io0.3.31indirect
crates.iofutures-macro0.3.31indirect
crates.iofutures-sink0.3.31indirect
crates.iofutures-task0.3.31indirect
crates.iofutures-util0.3.31indirect
crates.iogetrandom0.2.15indirect
crates.iogimli0.31.1indirect
crates.ioh20.4.7indirect
crates.iohashbrown0.15.2indirect
crates.ioheck0.5.0indirect
crates.iohttp1.2.0indirect
crates.iohttp-body1.0.1indirect
crates.iohttp-body-util0.1.2indirect
crates.iohttparse1.9.5indirect
crates.iohyper1.5.2indirect
crates.iohyper-rustls0.27.5indirect
crates.iohyper-tls0.6.0indirect
crates.iohyper-util0.1.10indirect
crates.ioicu_collections1.5.0indirect
crates.ioicu_locid1.5.0indirect
crates.ioicu_locid_transform1.5.0indirect
crates.ioicu_locid_transform_data1.5.0indirect
crates.ioicu_normalizer1.5.0indirect
crates.ioicu_normalizer_data1.5.0indirect
crates.ioicu_properties1.5.1indirect
crates.ioicu_properties_data1.5.0indirect
crates.ioicu_provider1.5.0indirect
crates.ioicu_provider_macros1.5.0indirect
crates.ioidna1.0.3indirect
crates.ioidna_adapter1.2.0indirect
crates.ioindexmap2.7.0indirect
crates.ioindoc2.0.5indirect
crates.ioipnet2.10.1indirect
crates.ioitoa1.0.14indirect
crates.iojs-sys0.3.76indirect
crates.iolibc0.2.169indirect
crates.iolinux-raw-sys0.4.14indirect
crates.iolitemap0.7.4indirect
crates.iolog0.4.22indirect
crates.iomemchr2.7.4indirect
crates.iomemoffset0.9.1indirect
crates.iomime0.3.17indirect
crates.iominiz_oxide0.8.2indirect
crates.iomio1.0.3indirect
crates.ionative-tls0.2.12indirect
crates.ioobject0.36.7indirect
crates.ioonce_cell1.21.3indirect
crates.ioopenssl-macros0.1.1indirect
crates.ioopenssl-probe0.1.5indirect
crates.ioopenssl-src300.4.1+3.4.0indirect
crates.ioopenssl-sys0.9.104indirect
crates.iopercent-encoding2.3.1indirect
crates.iopin-project-lite0.2.15indirect
crates.iopin-utils0.1.0indirect
crates.iopkg-config0.3.31indirect
crates.ioportable-atomic1.10.0indirect
crates.ioppv-lite860.2.20indirect
crates.ioproc-macro21.0.92indirect
crates.iopyo3-build-config0.26.0indirect
crates.iopyo3-ffi0.26.0indirect
crates.iopyo3-macros0.26.0indirect
crates.iopyo3-macros-backend0.26.0indirect
crates.ioquote1.0.37indirect
crates.iorand_chacha0.3.1indirect
crates.iorand_core0.6.4indirect
crates.ioring0.17.8indirect
crates.iorustc-demangle0.1.24indirect
crates.iorustix0.38.42indirect
crates.iorustls0.23.20indirect
crates.iorustls-pemfile2.2.0indirect
crates.iorustls-pki-types1.10.1indirect
crates.iorustls-webpki0.102.8indirect
crates.ioryu1.0.18indirect
crates.ioschannel0.1.27indirect
crates.iosecurity-framework2.11.1indirect
crates.iosecurity-framework-sys2.13.0indirect
crates.ioserde1.0.216indirect
crates.ioserde_derive1.0.216indirect
crates.ioserde_json1.0.134indirect
crates.ioserde_urlencoded0.7.1indirect
crates.ioshlex1.3.0indirect
crates.ioslab0.4.9indirect
crates.iosmallvec1.13.2indirect
crates.iosocket20.5.8indirect
crates.iospin0.9.8indirect
crates.iostable_deref_trait1.2.0indirect
crates.iosubtle2.6.1indirect
crates.iosyn2.0.91indirect
crates.iosync_wrapper1.0.2indirect
crates.iosynstructure0.13.1indirect
crates.iosystem-configuration0.6.1indirect
crates.iosystem-configuration-sys0.6.0indirect
crates.iotarget-lexicon0.13.3indirect
crates.iotempfile3.14.0indirect
crates.iotinystr0.7.6indirect
crates.iotokio-native-tls0.3.1indirect
crates.iotokio-rustls0.26.1indirect
crates.iotower-service0.3.3indirect
crates.iotracing0.1.41indirect
crates.iotracing-core0.1.33indirect
crates.iotry-lock0.2.5indirect
crates.iounicode-ident1.0.14indirect
crates.iounindent0.2.3indirect
crates.iountrusted0.9.0indirect
crates.iourl2.5.4indirect
crates.ioutf16_iter1.0.5indirect
crates.ioutf8_iter1.0.4indirect
crates.iovcpkg0.2.15indirect
crates.iowant0.3.1indirect
crates.iowasi0.11.0+wasi-snapshot-preview1indirect
crates.iowasm-bindgen0.2.99indirect
crates.iowasm-bindgen-backend0.2.99indirect
crates.iowasm-bindgen-futures0.4.49indirect
crates.iowasm-bindgen-macro0.2.99indirect
crates.iowasm-bindgen-macro-support0.2.99indirect
crates.iowasm-bindgen-shared0.2.99indirect
crates.iowasm-streams0.4.2indirect
crates.ioweb-sys0.3.76indirect
crates.iowindows-registry0.2.0indirect
crates.iowindows-result0.2.0indirect
crates.iowindows-strings0.1.0indirect
crates.iowindows-sys0.52.0indirect
crates.iowindows-sys0.59.0indirect
crates.iowindows-targets0.52.6indirect
crates.iowindows_aarch64_gnullvm0.52.6indirect
crates.iowindows_aarch64_msvc0.52.6indirect
crates.iowindows_i686_gnu0.52.6indirect
crates.iowindows_i686_gnullvm0.52.6indirect
crates.iowindows_i686_msvc0.52.6indirect
crates.iowindows_x86_64_gnu0.52.6indirect
crates.iowindows_x86_64_gnullvm0.52.6indirect
crates.iowindows_x86_64_msvc0.52.6indirect
crates.iowrite161.0.0indirect
crates.iowriteable0.5.5indirect
crates.ioyoke0.7.5indirect
crates.ioyoke-derive0.7.5indirect
crates.iozerocopy0.7.35indirect
crates.iozerocopy-derive0.7.35indirect
crates.iozerofrom0.1.5indirect
crates.iozerofrom-derive0.1.5indirect
crates.iozeroize1.8.1indirect
crates.iozerovec0.10.4indirect
crates.iozerovec-derive0.10.3indirect
Dependency advisories 8

This repository publishes no package the index resolves, so its own dependency graph was assessed — 176 packages, which also include development and test pins that never ship: 8 carry known advisories, of which 4 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
openssl0.10.68directcritical120.10.80
pyo30.26.0directhigh40.29.0
ring0.17.8indirecthigh20.17.12
rustls-webpki0.102.8indirecthigh80.104.0-alpha.7
tokio1.42.0directmoderate21.44.2
bytes1.9.0indirectmoderate21.11.1
rand0.8.5directlow20.10.1
rustls-pemfile2.2.0indirectunknown1

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
{
  "data": {
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      },
      "pushed_at": "2026-05-26T10:32:11Z",
      "created_at": "2022-12-16T12:50:20Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-20T13:31:12Z",
      "description": null,
      "is_archived": false,
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      "license_spdx": "Apache-2.0",
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      "primary_language": "Rust",
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    "owner": {
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      "created_at": "2017-02-12T11:20:28Z",
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      "account_age_days": 3445
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
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      "file_present": true,
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      "profile_has_license": true
    },
    "activity": {
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      "commits_last_year": 2,
      "latest_release_at": "2025-01-07T09:52:23Z",
      "latest_release_tag": "v0.1.9",
      "releases_from_tags": false,
      "days_since_last_push": 55,
      "active_weeks_last_year": 2,
      "days_since_latest_release": 559,
      "mean_days_between_releases": 75.1
    },
    "community": {
      "has_readme": true,
      "has_license": true,
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      "has_contributing": false,
      "health_percentage": 25,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "hf_transfer",
          "exists": true,
          "license": null,
          "keywords": [
            "Programming Language :: Python :: Implementation :: CPython",
            "Programming Language :: Python :: Implementation :: PyPy",
            "Programming Language :: Rust"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/hf_transfer/",
          "is_deprecated": false,
          "latest_version": "0.1.9",
          "repository_url": "https://github.com/huggingface/hf_transfer.git",
          "versions_count": 12,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
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                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~75.1 days",
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                  {
                    "code": "release_cadence",
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                "key": "openssf_scorecard_signed_releases",
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          {
            "key": "abandonment",
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            "inputs": {
              "cap": null,
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                    "code": "abandonment_unverified",
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        ],
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      {
        "key": "community",
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        "name": "Community & Adoption",
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        "metrics": [
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            "key": "popularity",
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            "note": null,
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                "max_points": 60
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              {
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                "key": "watchers",
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                      "count": 30
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          },
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            "note": null,
            "notes": [],
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              "has_readme": true,
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                "key": "license",
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                "detail": "recognized license (Apache-2.0)",
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                "details": [
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                  {
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            "value": 100,
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                "max_points": 13.5
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                "key": "openssf_scorecard_contributors",
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                "max_points": 10
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            "note": null,
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              "merged_prs": 28,
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                "max_points": 46.75
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                "key": "pr_acceptance",
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                "max_points": 38.25
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                "key": "openssf_scorecard_code_review",
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          {
            "key": "stewardship",
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            "inputs": {
              "followers": 65967,
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              "is_verified": null,
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                "key": "ownership_backing",
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                "details": [
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                    "code": "owner_organization",
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                "max_points": 30
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              {
                "key": "verified_domain",
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                "status": "missed",
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                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "65,967 followers of huggingface",
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                "key": "track_record",
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                "detail": "457 public repos, account ~9 yr old",
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                "details": [
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                "key": "ci_workflows",
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                "key": "tests_present",
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              {
                "key": "linter_config",
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        ],
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                "key": "contributors",
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              },
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                "key": "dependency_update_tool",
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              },
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                "key": "fuzzing",
                "name": "Fuzzing",
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              },
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                "key": "maintained",
                "name": "Maintained",
                "detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
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              },
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                "status": "excluded",
                "details": [
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                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
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                "details": [],
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              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
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              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
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              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
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                "status": "excluded",
                "details": [
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                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
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                "status": "partial",
                "details": [],
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              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "21 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
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            ]
          },
          {
            "key": "dependency_advisories",
            "band": "at_risk",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 176 resolved dependencies against OSV. 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.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 176
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 45,
            "inputs": {
              "source": "osv",
              "advisories": 33,
              "affected_packages": 8,
              "assessed_packages": 176,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, high 3, moderate 2, low 1, unknown 1",
              "direct_affected_packages": 4
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "4 affected: openssl 0.10.68 (critical 9.8), pyo3 0.26.0 (high 7.5), tokio 1.42.0 (moderate 5.3), +1 more",
                "points": 5.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 4,
                      "packages": "openssl 0.10.68 (critical 9.8), pyo3 0.26.0 (high 7.5), tokio 1.42.0 (moderate 5.3)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "3 advisory-carrying package(s) unaddressed past 90 days; oldest published 533 days ago",
                "points": 28.5,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 3,
                      "oldest": 533
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 176,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 13
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 35,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 34,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [
                "Cargo.lock"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Rust (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 7,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Rust",
              "largest_source_bytes": 17363,
              "source_files_sampled": 2,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Rust (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/2 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 2,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Could not fetch crates package 'hf_transfer' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T01:14:45.529917Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/h/huggingface/hf_transfer.svg",
  "full_name": "huggingface/hf_transfer",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v1.13.0, schema v0.16.0 — full methodology · metrics wiki.

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