Public record
Software health reportschema 0.16.0 · metrics 1.13.0 · 2026-07-21 01:55 UTC

tox-dev / pipdeptree

A command line utility to display dependency tree of the installed Python packages

Rust · PythonMIT★ 3,016 stars⑂ 162 forkssince Feb 2014View on GitHub ↗

tox-dev/pipdeptree holds a health index of 85 out of 100, placing it in the Excellent band. It scores highest on Vitality (98/100) and lowest on AI Readiness (54/100). It was last updated today. 2 contributors account for most of its recent work.

85
overall / 100
Excellent

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.

85
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

139 followers49 public repossince Jul 2016

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIpipdeptree4.0.08,212,033930 days agoapplicationcachedirectoryloguser

Metrics by category

Vitality

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

98Excellent · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
32.5/36Commit cadence — 47/52 weeks with commits
18/18Commit volume — 124 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year124
human_commit_share
days_since_last_push0
active_weeks_last_year47

Release discipline

100Excellent
How it's scored
27/27Ships releases — 67 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~13.5 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count67
latest_release_tag4.0.0
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases13.5
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?

76Good · 18% of overall
How it's scored
56.4/60Stars — 3,016 stars
18.4/25Forks — 162 forks
8.3/15Watchers — 32 watchers
Inputs used
forks162
stars3,016
watchers32
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
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
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno
How it's scored
80/80Monthly downloads — 8,212,033 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagespipdeptree
dependents
ecosystemspypi
total_downloads
monthly_downloads8,212,033
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?

77Good · 24% of overall
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
14.8/22.5Commit distribution — top contributor authored 34% of commits
13.5/13.5Contributor breadth — 52 contributors
10/10OpenSSF Scorecard: Contributors — project has 10 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled52
top_contributor_share0.341
How it's scored
46.8/46.8Issue resolution — 100% of issues closed
33.1/38.3PR acceptance — 383/443 decided PRs merged
1.5/15OpenSSF Scorecard: Code-Review — Found 3/18 approved changesets -- score normalized to 1
Inputs used
merged_prs383
open_issues0
closed_issues175
issue_closed_ratio1
closed_unmerged_prs60
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
15.4/25Owner reach — 139 followers of tox-dev
24.4/25Track record — 49 public repos, account ~10 yr old
Inputs used
followers139
owner_typeOrganization
is_verified
owner_logintox-dev
public_repos49
account_age_days3,665
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 93 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagespipdeptree
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 20% of overall
How it's scored
24/24CI workflows — 3 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://pipdeptree.readthedocs.io
10/10Repository description
10/10Topics — 3 topics
0/10Wiki
Inputs used
topicspython, pip, dependency-graph
has_wikino
homepagehttps://pipdeptree.readthedocs.io
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

82Good · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 3/18 approved changesets -- score normalized to 1
2.5/2.5Contributors — project has 10 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
5/5Pinned-Dependencies — all dependencies are pinned
2/5SAST — SAST tool is not run on all commits -- score normalized to 4
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate7.7
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages138
unassessed_packages15
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 138 resolved dependencies against OSV. 15 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? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

54Moderate · 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
22/22Automated tests
11/11Lint / format config
11/11Static type checking — src/pipdeptree/py.typed
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no data
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configssrc/pipdeptree/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
How it's scored
45/45Type-checkable code — Rust (statically typed)
55/55Manageable file sizes — 0/72 source files over 60KB
Inputs used
primary_languageRust
largest_source_bytes24,809
source_files_sampled72
oversized_source_files0

Key facts

3,016GitHub stars
52contributors
124commits, last 12 months
0days since last push
67releases
2bus factor
0open issues
crates.io, PyPIpackage ecosystems

Data collection warnings

  • Could not fetch crates package 'pipdeptree' from its registry
  • deps.dev does not index pypi:pipdeptree@4.0.0; advisories assessed against the repository dependency graph instead

More detail

OpenSSF Scorecard 7.7 / 10
7.7aggregate

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 01:54 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 3/18 approved changesets -- score normalized to 1
10Contributorsproject has 10 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
4SASTSAST tool is not run on all commits -- score normalized to 4
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 16
RegistryPackageVersion constraintManifest
crates.ioanstyle1.0.14Cargo.toml
crates.ioclap4.6.1Cargo.toml
crates.iocsv1.4.0Cargo.toml
crates.ioglob0.3.3Cargo.toml
crates.iopep508_rs0.9.2Cargo.toml
crates.iopyo30.29.0Cargo.toml
crates.iorayon1.12.0Cargo.toml
crates.iorustc-hash2.1.3Cargo.toml
crates.ioserde1.0.228Cargo.toml
crates.ioserde_json1.0.150Cargo.toml
crates.iotempfile3.27.0Cargo.toml
crates.iothiserror2.0.18Cargo.toml
crates.iotoml1.1.2Cargo.toml
crates.iourl2.5.8Cargo.toml
PyPInab-index>=0.0.11pyproject.toml
PyPInab-python>=0.0.11pyproject.toml
All dependencies 153

Full resolved dependency set from the GitHub dependency graph: 17 direct and 136 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.ioanstyle1.0.14direct
crates.ioclap4.6.1direct
crates.iocsv1.4.0direct
crates.ioglob0.3.3direct
crates.iopep508_rs0.9.2direct
crates.iopyo30.29.0direct
crates.iorayon1.12.0direct
crates.iorustc-hash2.1.3direct
crates.ioserde1.0.228direct
crates.ioserde_json1.0.150direct
crates.iotempfile3.27.0direct
crates.iothiserror1.0.69direct
crates.iothiserror2.0.18direct
crates.iotoml1.1.2+spec-1.1.0direct
crates.iourl2.5.8direct
PyPInab-indexdirect
PyPInab-pythondirect
crates.ioaho-corasick1.1.4indirect
crates.ioanstream1.0.0indirect
crates.ioanstyle-parse1.0.0indirect
crates.ioanstyle-query1.1.5indirect
crates.ioanstyle-wincon3.0.11indirect
crates.iobitflags2.13.0indirect
crates.ioboxcar0.2.14indirect
crates.iocfg-if1.0.4indirect
crates.ioclap_builder4.6.0indirect
crates.ioclap_derive4.6.1indirect
crates.ioclap_lex1.1.0indirect
crates.iocolorchoice1.0.5indirect
crates.iocrossbeam-deque0.8.7indirect
crates.iocrossbeam-epoch0.9.20indirect
crates.iocrossbeam-utils0.8.22indirect
crates.iocsv-core0.1.13indirect
crates.iodisplaydoc0.2.6indirect
crates.iodowncast0.11.0indirect
crates.ioeither1.16.0indirect
crates.ioequivalent1.0.2indirect
crates.ioerrno0.3.14indirect
crates.iofastrand2.4.1indirect
crates.ioform_urlencoded1.2.2indirect
crates.iofragile2.1.0indirect
crates.iofutures-core0.3.32indirect
crates.iofutures-macro0.3.32indirect
crates.iofutures-task0.3.32indirect
crates.iofutures-timer3.0.4indirect
crates.iofutures-util0.3.32indirect
crates.iogetrandom0.4.3indirect
crates.iohashbrown0.17.1indirect
crates.ioheck0.5.0indirect
crates.ioicu_collections2.2.0indirect
crates.ioicu_locale_core2.2.0indirect
crates.ioicu_normalizer2.2.0indirect
crates.ioicu_normalizer_data2.2.0indirect
crates.ioicu_properties2.2.0indirect
crates.ioicu_properties_data2.2.0indirect
crates.ioicu_provider2.2.0indirect
crates.ioidna1.1.0indirect
crates.ioidna_adapter1.2.2indirect
crates.ioindexmap2.14.0indirect
crates.iois_terminal_polyfill1.70.2indirect
crates.ioitertools0.13.0indirect
crates.ioitoa1.0.18indirect
crates.iolibc0.2.186indirect
crates.iolinux-raw-sys0.12.1indirect
crates.iolitemap0.8.2indirect
crates.iolock_api0.4.14indirect
crates.iomemchr2.8.3indirect
crates.iomockall0.15.0indirect
crates.iomockall_derive0.15.0indirect
crates.ioonce_cell1.21.4indirect
crates.ioonce_cell_polyfill1.70.2indirect
crates.ioparking_lot0.12.5indirect
crates.ioparking_lot_core0.9.12indirect
crates.iopep440_rs0.7.3indirect
crates.iopercent-encoding2.3.2indirect
crates.iopin-project-lite0.2.17indirect
crates.ioportable-atomic1.13.1indirect
crates.iopotential_utf0.1.5indirect
crates.iopredicates3.1.4indirect
crates.iopredicates-core1.0.10indirect
crates.iopredicates-tree1.0.13indirect
crates.ioproc-macro-crate3.5.0indirect
crates.ioproc-macro21.0.106indirect
crates.iopyo3-build-config0.29.0indirect
crates.iopyo3-ffi0.29.0indirect
crates.iopyo3-macros0.29.0indirect
crates.iopyo3-macros-backend0.29.0indirect
crates.ioquote1.0.46indirect
crates.ior-efi6.0.0indirect
crates.iorayon-core1.13.0indirect
crates.ioredox_syscall0.5.18indirect
crates.ioregex1.13.0indirect
crates.ioregex-automata0.4.15indirect
crates.ioregex-syntax0.8.11indirect
crates.iorelative-path1.9.3indirect
crates.iorstest0.26.1indirect
crates.iorstest_macros0.26.1indirect
crates.iorustc_version0.4.1indirect
crates.iorustix1.1.4indirect
crates.ioryu1.0.23indirect
crates.ioscopeguard1.2.0indirect
crates.iosemver1.0.28indirect
crates.ioserde_core1.0.228indirect
crates.ioserde_derive1.0.228indirect
crates.ioserde_spanned1.1.1indirect
crates.ioslab0.4.12indirect
crates.iosmallvec1.15.2indirect
crates.iostable_deref_trait1.2.1indirect
crates.iostrsim0.11.1indirect
crates.iosyn2.0.118indirect
crates.iosynstructure0.13.2indirect
crates.iotarget-lexicon0.13.5indirect
crates.iotemp-env0.3.6indirect
crates.iotermtree0.5.1indirect
crates.iothiserror-impl1.0.69indirect
crates.iothiserror-impl2.0.18indirect
crates.iotinystr0.8.3indirect
crates.iotoml_datetime1.1.1+spec-1.1.0indirect
crates.iotoml_edit0.25.12+spec-1.1.0indirect
crates.iotoml_parser1.1.2+spec-1.1.0indirect
crates.iotoml_writer1.1.1+spec-1.1.0indirect
crates.iounicode-ident1.0.24indirect
crates.iounicode-width0.2.2indirect
crates.iounscanny0.1.0indirect
crates.iourlencoding2.1.3indirect
crates.ioutf8_iter1.0.4indirect
crates.ioutf8parse0.2.2indirect
crates.ioversion-ranges0.1.3indirect
crates.iowindows-link0.2.1indirect
crates.iowindows-sys0.61.2indirect
crates.iowinnow1.0.4indirect
crates.iowriteable0.6.3indirect
crates.ioyoke0.8.3indirect
crates.ioyoke-derive0.8.2indirect
crates.iozerofrom0.1.8indirect
crates.iozerofrom-derive0.1.7indirect
crates.iozerotrie0.2.4indirect
crates.iozerovec0.11.6indirect
crates.iozerovec-derive0.11.3indirect
crates.iozmij1.0.23indirect
PyPIcovdefaultsindirect
PyPIdiff-coverindirect
PyPIfuroindirect
PyPImesonindirect
PyPImeson-pythonindirect
PyPIninjaindirect
PyPIpluggyindirect
PyPIpytestindirect
PyPIpytest-covindirect
PyPIsphinxindirect
PyPIsphinx-copybuttonindirect
PyPIsphinx-inline-tabsindirect
PyPIsphinxcontrib-mermaidindirect
Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 138 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct. 15 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

No known advisories affect the assessed dependencies.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [
        "python",
        "pip",
        "dependency-graph"
      ],
      "is_fork": false,
      "size_kb": 1330,
      "has_wiki": false,
      "homepage": "https://pipdeptree.readthedocs.io",
      "languages": {
        "Rust": 404160,
        "Meson": 1758,
        "Python": 48148
      },
      "pushed_at": "2026-07-20T18:21:07Z",
      "created_at": "2014-02-02T17:45:23Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-20T18:21:02Z",
      "description": "A command line utility to display dependency tree of the installed Python packages",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Rust",
      "significant_languages": [
        "Rust",
        "Python"
      ]
    },
    "owner": {
      "blog": "https://tox.wiki",
      "name": "tox development team",
      "type": "Organization",
      "login": "tox-dev",
      "company": null,
      "location": "United Kingdom",
      "followers": 139,
      "avatar_url": "https://avatars.githubusercontent.com/u/20345659?v=4",
      "created_at": "2016-07-07T21:19:53Z",
      "is_verified": null,
      "public_repos": 49,
      "account_age_days": 3665
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases_count": 67,
      "commits_last_year": 124,
      "latest_release_at": "2026-07-20T18:29:23Z",
      "latest_release_tag": "4.0.0",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 47,
      "days_since_latest_release": 0,
      "mean_days_between_releases": 13.5
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 50,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "pipdeptree",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "application",
            "cache",
            "directory",
            "log",
            "user",
            "Development Status :: 5 - Production/Stable",
            "Environment :: Console",
            "Intended Audience :: Developers",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14",
            "Programming Language :: Rust"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/pipdeptree/",
          "is_deprecated": false,
          "latest_version": "4.0.0",
          "repository_url": "https://github.com/tox-dev/pipdeptree",
          "versions_count": 93,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 8212033,
          "first_published_at": "2014-02-05T17:39:37.311568Z",
          "latest_published_at": "2026-07-20T18:28:57.737769Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 0
        }
      ]
    },
    "popularity": {
      "forks": 162,
      "stars": 3016,
      "watchers": 32,
      "open_issues_and_prs": 0
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "src/pipdeptree/py.typed"
      ],
      "largest_source_bytes": 24809,
      "source_files_sampled": 72,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "Cargo.toml",
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "repository_graph",
        "source": "osv",
        "findings": [],
        "collected": true,
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 138,
        "assessed_package": null,
        "unassessed_count": 15,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "crates",
        "pypi"
      ],
      "dependencies": [
        {
          "name": "anstyle",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.0.14"
        },
        {
          "name": "clap",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "4.6.1"
        },
        {
          "name": "csv",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.4.0"
        },
        {
          "name": "glob",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.3.3"
        },
        {
          "name": "pep508_rs",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.9.2"
        },
        {
          "name": "pyo3",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "0.29.0"
        },
        {
          "name": "rayon",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.12.0"
        },
        {
          "name": "rustc-hash",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "2.1.3"
        },
        {
          "name": "serde",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.0.228"
        },
        {
          "name": "serde_json",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.0.150"
        },
        {
          "name": "tempfile",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "3.27.0"
        },
        {
          "name": "thiserror",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "2.0.18"
        },
        {
          "name": "toml",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "1.1.2"
        },
        {
          "name": "url",
          "manifest": "Cargo.toml",
          "ecosystem": "crates",
          "version_constraint": "2.5.8"
        },
        {
          "name": "nab-index",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.0.11"
        },
        {
          "name": "nab-python",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.0.11"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "anstyle",
            "direct": true,
            "version": "1.0.14",
            "ecosystem": "crates"
          },
          {
            "name": "clap",
            "direct": true,
            "version": "4.6.1",
            "ecosystem": "crates"
          },
          {
            "name": "csv",
            "direct": true,
            "version": "1.4.0",
            "ecosystem": "crates"
          },
          {
            "name": "glob",
            "direct": true,
            "version": "0.3.3",
            "ecosystem": "crates"
          },
          {
            "name": "pep508_rs",
            "direct": true,
            "version": "0.9.2",
            "ecosystem": "crates"
          },
          {
            "name": "pyo3",
            "direct": true,
            "version": "0.29.0",
            "ecosystem": "crates"
          },
          {
            "name": "rayon",
            "direct": true,
            "version": "1.12.0",
            "ecosystem": "crates"
          },
          {
            "name": "rustc-hash",
            "direct": true,
            "version": "2.1.3",
            "ecosystem": "crates"
          },
          {
            "name": "serde",
            "direct": true,
            "version": "1.0.228",
            "ecosystem": "crates"
          },
          {
            "name": "serde_json",
            "direct": true,
            "version": "1.0.150",
            "ecosystem": "crates"
          },
          {
            "name": "tempfile",
            "direct": true,
            "version": "3.27.0",
            "ecosystem": "crates"
          },
          {
            "name": "thiserror",
            "direct": true,
            "version": "1.0.69",
            "ecosystem": "crates"
          },
          {
            "name": "thiserror",
            "direct": true,
            "version": "2.0.18",
            "ecosystem": "crates"
          },
          {
            "name": "toml",
            "direct": true,
            "version": "1.1.2+spec-1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "url",
            "direct": true,
            "version": "2.5.8",
            "ecosystem": "crates"
          },
          {
            "name": "nab-index",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "nab-python",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "aho-corasick",
            "direct": false,
            "version": "1.1.4",
            "ecosystem": "crates"
          },
          {
            "name": "anstream",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "crates"
          },
          {
            "name": "anstyle-parse",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "crates"
          },
          {
            "name": "anstyle-query",
            "direct": false,
            "version": "1.1.5",
            "ecosystem": "crates"
          },
          {
            "name": "anstyle-wincon",
            "direct": false,
            "version": "3.0.11",
            "ecosystem": "crates"
          },
          {
            "name": "bitflags",
            "direct": false,
            "version": "2.13.0",
            "ecosystem": "crates"
          },
          {
            "name": "boxcar",
            "direct": false,
            "version": "0.2.14",
            "ecosystem": "crates"
          },
          {
            "name": "cfg-if",
            "direct": false,
            "version": "1.0.4",
            "ecosystem": "crates"
          },
          {
            "name": "clap_builder",
            "direct": false,
            "version": "4.6.0",
            "ecosystem": "crates"
          },
          {
            "name": "clap_derive",
            "direct": false,
            "version": "4.6.1",
            "ecosystem": "crates"
          },
          {
            "name": "clap_lex",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "colorchoice",
            "direct": false,
            "version": "1.0.5",
            "ecosystem": "crates"
          },
          {
            "name": "crossbeam-deque",
            "direct": false,
            "version": "0.8.7",
            "ecosystem": "crates"
          },
          {
            "name": "crossbeam-epoch",
            "direct": false,
            "version": "0.9.20",
            "ecosystem": "crates"
          },
          {
            "name": "crossbeam-utils",
            "direct": false,
            "version": "0.8.22",
            "ecosystem": "crates"
          },
          {
            "name": "csv-core",
            "direct": false,
            "version": "0.1.13",
            "ecosystem": "crates"
          },
          {
            "name": "displaydoc",
            "direct": false,
            "version": "0.2.6",
            "ecosystem": "crates"
          },
          {
            "name": "downcast",
            "direct": false,
            "version": "0.11.0",
            "ecosystem": "crates"
          },
          {
            "name": "either",
            "direct": false,
            "version": "1.16.0",
            "ecosystem": "crates"
          },
          {
            "name": "equivalent",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "crates"
          },
          {
            "name": "errno",
            "direct": false,
            "version": "0.3.14",
            "ecosystem": "crates"
          },
          {
            "name": "fastrand",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "crates"
          },
          {
            "name": "form_urlencoded",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "crates"
          },
          {
            "name": "fragile",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "futures-core",
            "direct": false,
            "version": "0.3.32",
            "ecosystem": "crates"
          },
          {
            "name": "futures-macro",
            "direct": false,
            "version": "0.3.32",
            "ecosystem": "crates"
          },
          {
            "name": "futures-task",
            "direct": false,
            "version": "0.3.32",
            "ecosystem": "crates"
          },
          {
            "name": "futures-timer",
            "direct": false,
            "version": "3.0.4",
            "ecosystem": "crates"
          },
          {
            "name": "futures-util",
            "direct": false,
            "version": "0.3.32",
            "ecosystem": "crates"
          },
          {
            "name": "getrandom",
            "direct": false,
            "version": "0.4.3",
            "ecosystem": "crates"
          },
          {
            "name": "hashbrown",
            "direct": false,
            "version": "0.17.1",
            "ecosystem": "crates"
          },
          {
            "name": "heck",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "crates"
          },
          {
            "name": "icu_collections",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "icu_locale_core",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "icu_normalizer",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "icu_normalizer_data",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "icu_properties",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "icu_properties_data",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "icu_provider",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "idna_adapter",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "crates"
          },
          {
            "name": "indexmap",
            "direct": false,
            "version": "2.14.0",
            "ecosystem": "crates"
          },
          {
            "name": "is_terminal_polyfill",
            "direct": false,
            "version": "1.70.2",
            "ecosystem": "crates"
          },
          {
            "name": "itertools",
            "direct": false,
            "version": "0.13.0",
            "ecosystem": "crates"
          },
          {
            "name": "itoa",
            "direct": false,
            "version": "1.0.18",
            "ecosystem": "crates"
          },
          {
            "name": "libc",
            "direct": false,
            "version": "0.2.186",
            "ecosystem": "crates"
          },
          {
            "name": "linux-raw-sys",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "crates"
          },
          {
            "name": "litemap",
            "direct": false,
            "version": "0.8.2",
            "ecosystem": "crates"
          },
          {
            "name": "lock_api",
            "direct": false,
            "version": "0.4.14",
            "ecosystem": "crates"
          },
          {
            "name": "memchr",
            "direct": false,
            "version": "2.8.3",
            "ecosystem": "crates"
          },
          {
            "name": "mockall",
            "direct": false,
            "version": "0.15.0",
            "ecosystem": "crates"
          },
          {
            "name": "mockall_derive",
            "direct": false,
            "version": "0.15.0",
            "ecosystem": "crates"
          },
          {
            "name": "once_cell",
            "direct": false,
            "version": "1.21.4",
            "ecosystem": "crates"
          },
          {
            "name": "once_cell_polyfill",
            "direct": false,
            "version": "1.70.2",
            "ecosystem": "crates"
          },
          {
            "name": "parking_lot",
            "direct": false,
            "version": "0.12.5",
            "ecosystem": "crates"
          },
          {
            "name": "parking_lot_core",
            "direct": false,
            "version": "0.9.12",
            "ecosystem": "crates"
          },
          {
            "name": "pep440_rs",
            "direct": false,
            "version": "0.7.3",
            "ecosystem": "crates"
          },
          {
            "name": "percent-encoding",
            "direct": false,
            "version": "2.3.2",
            "ecosystem": "crates"
          },
          {
            "name": "pin-project-lite",
            "direct": false,
            "version": "0.2.17",
            "ecosystem": "crates"
          },
          {
            "name": "portable-atomic",
            "direct": false,
            "version": "1.13.1",
            "ecosystem": "crates"
          },
          {
            "name": "potential_utf",
            "direct": false,
            "version": "0.1.5",
            "ecosystem": "crates"
          },
          {
            "name": "predicates",
            "direct": false,
            "version": "3.1.4",
            "ecosystem": "crates"
          },
          {
            "name": "predicates-core",
            "direct": false,
            "version": "1.0.10",
            "ecosystem": "crates"
          },
          {
            "name": "predicates-tree",
            "direct": false,
            "version": "1.0.13",
            "ecosystem": "crates"
          },
          {
            "name": "proc-macro-crate",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "crates"
          },
          {
            "name": "proc-macro2",
            "direct": false,
            "version": "1.0.106",
            "ecosystem": "crates"
          },
          {
            "name": "pyo3-build-config",
            "direct": false,
            "version": "0.29.0",
            "ecosystem": "crates"
          },
          {
            "name": "pyo3-ffi",
            "direct": false,
            "version": "0.29.0",
            "ecosystem": "crates"
          },
          {
            "name": "pyo3-macros",
            "direct": false,
            "version": "0.29.0",
            "ecosystem": "crates"
          },
          {
            "name": "pyo3-macros-backend",
            "direct": false,
            "version": "0.29.0",
            "ecosystem": "crates"
          },
          {
            "name": "quote",
            "direct": false,
            "version": "1.0.46",
            "ecosystem": "crates"
          },
          {
            "name": "r-efi",
            "direct": false,
            "version": "6.0.0",
            "ecosystem": "crates"
          },
          {
            "name": "rayon-core",
            "direct": false,
            "version": "1.13.0",
            "ecosystem": "crates"
          },
          {
            "name": "redox_syscall",
            "direct": false,
            "version": "0.5.18",
            "ecosystem": "crates"
          },
          {
            "name": "regex",
            "direct": false,
            "version": "1.13.0",
            "ecosystem": "crates"
          },
          {
            "name": "regex-automata",
            "direct": false,
            "version": "0.4.15",
            "ecosystem": "crates"
          },
          {
            "name": "regex-syntax",
            "direct": false,
            "version": "0.8.11",
            "ecosystem": "crates"
          },
          {
            "name": "relative-path",
            "direct": false,
            "version": "1.9.3",
            "ecosystem": "crates"
          },
          {
            "name": "rstest",
            "direct": false,
            "version": "0.26.1",
            "ecosystem": "crates"
          },
          {
            "name": "rstest_macros",
            "direct": false,
            "version": "0.26.1",
            "ecosystem": "crates"
          },
          {
            "name": "rustc_version",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "crates"
          },
          {
            "name": "rustix",
            "direct": false,
            "version": "1.1.4",
            "ecosystem": "crates"
          },
          {
            "name": "ryu",
            "direct": false,
            "version": "1.0.23",
            "ecosystem": "crates"
          },
          {
            "name": "scopeguard",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "semver",
            "direct": false,
            "version": "1.0.28",
            "ecosystem": "crates"
          },
          {
            "name": "serde_core",
            "direct": false,
            "version": "1.0.228",
            "ecosystem": "crates"
          },
          {
            "name": "serde_derive",
            "direct": false,
            "version": "1.0.228",
            "ecosystem": "crates"
          },
          {
            "name": "serde_spanned",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "crates"
          },
          {
            "name": "slab",
            "direct": false,
            "version": "0.4.12",
            "ecosystem": "crates"
          },
          {
            "name": "smallvec",
            "direct": false,
            "version": "1.15.2",
            "ecosystem": "crates"
          },
          {
            "name": "stable_deref_trait",
            "direct": false,
            "version": "1.2.1",
            "ecosystem": "crates"
          },
          {
            "name": "strsim",
            "direct": false,
            "version": "0.11.1",
            "ecosystem": "crates"
          },
          {
            "name": "syn",
            "direct": false,
            "version": "2.0.118",
            "ecosystem": "crates"
          },
          {
            "name": "synstructure",
            "direct": false,
            "version": "0.13.2",
            "ecosystem": "crates"
          },
          {
            "name": "target-lexicon",
            "direct": false,
            "version": "0.13.5",
            "ecosystem": "crates"
          },
          {
            "name": "temp-env",
            "direct": false,
            "version": "0.3.6",
            "ecosystem": "crates"
          },
          {
            "name": "termtree",
            "direct": false,
            "version": "0.5.1",
            "ecosystem": "crates"
          },
          {
            "name": "thiserror-impl",
            "direct": false,
            "version": "1.0.69",
            "ecosystem": "crates"
          },
          {
            "name": "thiserror-impl",
            "direct": false,
            "version": "2.0.18",
            "ecosystem": "crates"
          },
          {
            "name": "tinystr",
            "direct": false,
            "version": "0.8.3",
            "ecosystem": "crates"
          },
          {
            "name": "toml_datetime",
            "direct": false,
            "version": "1.1.1+spec-1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "toml_edit",
            "direct": false,
            "version": "0.25.12+spec-1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "toml_parser",
            "direct": false,
            "version": "1.1.2+spec-1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "toml_writer",
            "direct": false,
            "version": "1.1.1+spec-1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "unicode-ident",
            "direct": false,
            "version": "1.0.24",
            "ecosystem": "crates"
          },
          {
            "name": "unicode-width",
            "direct": false,
            "version": "0.2.2",
            "ecosystem": "crates"
          },
          {
            "name": "unscanny",
            "direct": false,
            "version": "0.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "urlencoding",
            "direct": false,
            "version": "2.1.3",
            "ecosystem": "crates"
          },
          {
            "name": "utf8_iter",
            "direct": false,
            "version": "1.0.4",
            "ecosystem": "crates"
          },
          {
            "name": "utf8parse",
            "direct": false,
            "version": "0.2.2",
            "ecosystem": "crates"
          },
          {
            "name": "version-ranges",
            "direct": false,
            "version": "0.1.3",
            "ecosystem": "crates"
          },
          {
            "name": "windows-link",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "crates"
          },
          {
            "name": "windows-sys",
            "direct": false,
            "version": "0.61.2",
            "ecosystem": "crates"
          },
          {
            "name": "winnow",
            "direct": false,
            "version": "1.0.4",
            "ecosystem": "crates"
          },
          {
            "name": "writeable",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "crates"
          },
          {
            "name": "yoke",
            "direct": false,
            "version": "0.8.3",
            "ecosystem": "crates"
          },
          {
            "name": "yoke-derive",
            "direct": false,
            "version": "0.8.2",
            "ecosystem": "crates"
          },
          {
            "name": "zerofrom",
            "direct": false,
            "version": "0.1.8",
            "ecosystem": "crates"
          },
          {
            "name": "zerofrom-derive",
            "direct": false,
            "version": "0.1.7",
            "ecosystem": "crates"
          },
          {
            "name": "zerotrie",
            "direct": false,
            "version": "0.2.4",
            "ecosystem": "crates"
          },
          {
            "name": "zerovec",
            "direct": false,
            "version": "0.11.6",
            "ecosystem": "crates"
          },
          {
            "name": "zerovec-derive",
            "direct": false,
            "version": "0.11.3",
            "ecosystem": "crates"
          },
          {
            "name": "zmij",
            "direct": false,
            "version": "1.0.23",
            "ecosystem": "crates"
          },
          {
            "name": "covdefaults",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "diff-cover",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "furo",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "meson",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "meson-python",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ninja",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-copybutton",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-inline-tabs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-mermaid",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 153,
        "direct_count": 17,
        "indirect_count": 136
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 383,
        "open_issues": 0,
        "closed_ratio": 1,
        "closed_issues": 175,
        "closed_unmerged_prs": 60
      },
      "bus_factor": 2,
      "top_contributors": [
        {
          "type": "User",
          "login": "naiquevin",
          "commits": 228,
          "avatar_url": "https://avatars.githubusercontent.com/u/584860?v=4"
        },
        {
          "type": "Bot",
          "login": "pre-commit-ci[bot]",
          "commits": 139,
          "avatar_url": "https://avatars.githubusercontent.com/in/68672?v=4"
        },
        {
          "type": "User",
          "login": "gaborbernat",
          "commits": 96,
          "avatar_url": "https://avatars.githubusercontent.com/u/690238?v=4"
        },
        {
          "type": "User",
          "login": "kemzeb",
          "commits": 60,
          "avatar_url": "https://avatars.githubusercontent.com/u/60799661?v=4"
        },
        {
          "type": "Bot",
          "login": "dependabot[bot]",
          "commits": 46,
          "avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
        },
        {
          "type": "User",
          "login": "msabramo",
          "commits": 13,
          "avatar_url": "https://avatars.githubusercontent.com/u/305268?v=4"
        },
        {
          "type": "User",
          "login": "kdeldycke",
          "commits": 11,
          "avatar_url": "https://avatars.githubusercontent.com/u/159718?v=4"
        },
        {
          "type": "User",
          "login": "ciarancourtney",
          "commits": 8,
          "avatar_url": "https://avatars.githubusercontent.com/u/6096029?v=4"
        },
        {
          "type": "User",
          "login": "tterrace",
          "commits": 6,
          "avatar_url": "https://avatars.githubusercontent.com/u/6719894?v=4"
        },
        {
          "type": "User",
          "login": "Dunedan",
          "commits": 5,
          "avatar_url": "https://avatars.githubusercontent.com/u/1735355?v=4"
        }
      ],
      "contributors_sampled": 52,
      "top_contributor_share": 0.341
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "check.yaml",
        "dist.yaml",
        "release.yaml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "Cargo.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 3,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 1,
            "reason": "Found 3/18 approved changesets -- score normalized to 1",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 10 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 10,
            "reason": "all dependencies are pinned",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 4,
            "reason": "SAST tool is not run on all commits -- score normalized to 4",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 10,
            "reason": "GitHub workflow tokens follow principle of least privilege",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "22ec91a6f9e9072bad01845539c8d6ece7b52c05",
        "ran_at": "2026-07-21T01:54:45Z",
        "aggregate_score": 7.7,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": true
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/tox-dev/pipdeptree",
    "host": "github.com",
    "name": "pipdeptree",
    "owner": "tox-dev"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "excellent",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 85,
      "inputs": {
        "security": 82,
        "vitality": 98,
        "community": 76,
        "governance": 77,
        "engineering": 92
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 98,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 96,
            "inputs": {
              "commits_last_year": 124,
              "human_commit_share": null,
              "days_since_last_push": 0,
              "active_weeks_last_year": 47
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "47/52 weeks with commits",
                "points": 32.5,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 47
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "124 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 124
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 67,
              "latest_release_tag": "4.0.0",
              "releases_from_tags": false,
              "days_since_latest_release": 0,
              "mean_days_between_releases": 13.5
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "67 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 67
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~13.5 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 13.5
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "no_commit_sample",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 76,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "good",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "forks": 162,
              "stars": 3016,
              "watchers": 32,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "3,016 stars",
                "points": 56.4,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 3016
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "162 forks",
                "points": 18.4,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 162
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "32 watchers",
                "points": 8.3,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 32
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "packages": [
                "pipdeptree"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 8212033
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "8,212,033 downloads/month across pypi",
                "points": 80,
                "status": "met",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 8212033,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 77,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 52,
              "top_contributor_share": 0.341
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 34% of commits",
                "points": 14.8,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 34
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "52 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 52
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 10 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "merged_prs": 383,
              "open_issues": 0,
              "closed_issues": 175,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 60
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "383/443 decided PRs merged",
                "points": 33.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 383,
                      "decided": 443
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 3/18 approved changesets -- score normalized to 1",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "followers": 139,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "tox-dev",
              "public_repos": 49,
              "account_age_days": 3665
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "139 followers of tox-dev",
                "points": 15.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 139,
                      "login": "tox-dev"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "49 public repos, account ~10 yr old",
                "points": 24.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 49
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 10
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "pipdeptree"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "93 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 93
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 92,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "python",
                "pip",
                "dependency-graph"
              ],
              "has_wiki": false,
              "homepage": "https://pipdeptree.readthedocs.io",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://pipdeptree.readthedocs.io",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "3 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 82,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 77,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 7.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 3/18 approved changesets -- score normalized to 1",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 10 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 4",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 138 resolved dependencies against OSV; 15 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.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 138
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 15
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 138,
              "unassessed_packages": 15,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "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": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "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": 138,
              "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": 11
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 54,
        "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": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 77,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "src/pipdeptree/py.typed"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "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": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "src/pipdeptree/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "src/pipdeptree/py.typed"
                    }
                  }
                ],
                "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": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
                "status": "met",
                "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": 24809,
              "source_files_sampled": 72,
              "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": "0/72 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 72,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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 'pipdeptree' from its registry",
    "deps.dev does not index pypi:pipdeptree@4.0.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T01:55:12.639632Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/tox-dev/pipdeptree.svg",
  "full_name": "tox-dev/pipdeptree",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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.