Public record
Software health reportschema 0.27.0 · metrics 2.5.0 · 2026-07-30 02:52 UTC

fosslight / fosslight_dependency_scanner

FOSSLight Dependency Scanner

PythonApache-2.0★ 38 stars⑂ 19 forkssince Jan 2021View on GitHub ↗

fosslight/fosslight_dependency_scanner holds a health index of 73 out of 100, placing it in the Good band. It scores highest on Vitality (91/100) and lowest on Security (21/100). It was last updated today. A single contributor accounts for most of its recent work.

73
overall / 100
Good

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

73
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 64 is calibrated to 73 on the published index scale (record calibration 2026-08-02).

Ownership

FOSSLightOrganization
38 followers22 public repossince Apr 2021

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIfosslight_dependency4.1.47-1150 days ago

Metrics by category

Vitality

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

91Excellent · 21% of overall
How it's scored
36/36Push recency — last push 0 days ago
22.8/36Commit cadence — 33/52 weeks with commits
18/18Commit volume — 111 commits in the last year
0/10OpenSSF Scorecard: Maintained — no data
Inputs used
commits_last_year111
human_commit_share0.6
days_since_last_push0
active_weeks_last_year33

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~11.6 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tagv4.1.47
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases11.6

Community & Adoption

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

51Moderate · 17% of overall
How it's scored
25.4/60Stars — 38 stars
10.5/25Forks — 19 forks
2.7/15Watchers — 4 watchers
Inputs used
forks19
stars38
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
0/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges
has_contributingno
has_issue_templateno
has_code_of_conductyes
readme_badge_services
has_pull_request_templateno

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

67Good · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
9/22.5Commit distribution — top contributor authored 60% of commits
13.5/13.5Contributor breadth — 17 contributors
0/10OpenSSF Scorecard: Contributors — no data
Inputs used
bus_factor1
contributors_sampled17
top_contributor_share0.599
How it's scored
35/42Issue resolution — 83% of issues closed
25.4/30PR acceptance — 265/313 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — no data
Inputs used
merged_prs265
open_issues2
closed_issues10
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.833
closed_unmerged_prs48
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
11.4/25Owner reach — 38 followers of fosslight
20.5/25Track record — 22 public repos, account ~5 yr old
Inputs used
followers38
owner_typeOrganization
is_verified
owner_loginfosslight
public_repos22
account_age_days1,935

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 115 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesfosslight_dependency
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

79Good · 19% of overall
How it's scored
24/24CI workflows — 3 workflow(s)
24/24Tests present
16/16Linter config — .eslintrc, .eslintrc.json, .eslintrc.yml, tox.ini
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configno
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://fosslight.org
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepagehttps://fosslight.org
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

21At Risk · 16% of overall
How it's scored
0/30Security policy (SECURITY.md)
0/25Dependabot config
0/25Dependency lockfiles — published library — lockfiles are an application concern, not expected
0/20CodeQL workflow
Inputs used
sourcefile_signals
lockfilesyarn.lock
manifestspyproject.toml, requirements-dev.txt, setup.cfg
has_codeql_workflowno
has_security_policyno
has_dependabot_configno
Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.

Dependency advisories

100Exceptional
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
advisories13
affected_packages7
assessed_packages62
unassessed_packages83
affected_by_severitycritical 1, high 3, moderate 1, unknown 2
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 62 resolved dependencies against OSV. 83 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

53Moderate · 4% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 53 of 60 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.883
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — tests/test_npm2/node_modules/body-parser/node_modules/debug/Makefile, tests/test_npm2/node_modules/express/node_modules/debug/Makefile, tests/test_npm2/node_modules/finalhandler/node_modules/debug/Makefile, tests/test_npm2/node_modules/json-stringify-safe/Makefile, tests/test_npm2/node_modules/progress/Makefile, tests/test_npm2/node_modules/send/node_modules/debug/Makefile
22/22Automated tests
11/11Lint / format config — .eslintrc, .eslintrc.json, .eslintrc.yml, tox.ini
0/11Static type checking
10/10Reproducible environment — Nix, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixyes
has_testsyes
lockfilesyarn.lock
has_dockerfileno
typed_languageno
bootstrap_filestests/test_npm2/node_modules/body-parser/node_modules/debug/Makefile, tests/test_npm2/node_modules/express/node_modules/debug/Makefile, tests/test_npm2/node_modules/finalhandler/node_modules/debug/Makefile, tests/test_npm2/node_modules/json-stringify-safe/Makefile, tests/test_npm2/node_modules/progress/Makefile, tests/test_npm2/node_modules/send/node_modules/debug/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configs
agent_commit_share0
toolchain_manifeststests/test_android/sunflower/app/build.gradle, tests/test_android/sunflower/build.gradle, tests/test_android2/sunflower/app/build.gradle, tests/test_android2/sunflower/build.gradle, tests/test_cargo/Cargo.toml, tests/test_gradle/jib/build.gradle, tests/test_gradle2/build.gradle, tests/test_gradle2/spinnaker-extensions/build.gradle.kts, tests/test_gradle2/spinnaker-project-plugin/build.gradle, tests/test_kotlin/sunflower/app/build.gradle.kts, tests/test_kotlin/sunflower/build.gradle.kts, tests/test_kotlin2/sunflower/app/build.gradle.kts, tests/test_kotlin2/sunflower/build.gradle.kts, tests/test_maven1/lombok.maven/lombok-maven-plugin/pom.xml, tests/test_maven1/lombok.maven/pom.xml, tests/test_maven1/lombok.maven/test-maven-lombok/pom.xml, tests/test_maven2/pom.xml, tests/test_maven_custom_repo/pom.xml, tests/test_mod/go.mod, tests/test_nuget/test_nuget_proj.csproj
dependency_bot_commit_share0
How it's scored
0/45Type-checkable code — Python without a type-check config
55/55Manageable file sizes — 0/56 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes42,697
source_files_sampled56
oversized_source_files0
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — example, examples, samples
Inputs used
example_dirsexample, examples, samples
has_mcp_signalno
api_schema_files

Key facts

38GitHub stars
17contributors
111commits, last 12 months
0days since last push
100releases
1bus factor
2open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:fosslight_dependency@4.1.47; advisories assessed against the repository dependency graph instead
  • OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

More detail

Star and fork history 0 ★ / 19 ⇿
0Stars
19Forks
72Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

0481216201922021-032023-062025-08
Major 1Minor 9Patch 62

Each point covers 5 days.

Direct dependencies 14
RegistryPackageVersion constraintManifest
PyPIopenpyxlpyproject.toml
PyPIbeautifulsoup4pyproject.toml
PyPIlxmlpyproject.toml
PyPIvirtualenvpyproject.toml
PyPIpyyamlpyproject.toml
PyPIlastversionpyproject.toml
PyPIfosslight_util>=2.2.2pyproject.toml
PyPIPyGithubpyproject.toml
PyPIrequirements-parserpyproject.toml
PyPIdefusedxmlpyproject.toml
PyPIpackageurl-pythonpyproject.toml
PyPIigraphpyproject.toml
PyPImatplotlibpyproject.toml
PyPIpyaskalonopyproject.toml
All dependencies 145

Full resolved dependency set from the GitHub dependency graph: 14 direct and 131 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIbeautifulsoup4direct
PyPIdefusedxmldirect
PyPIfosslight-utildirect
PyPIigraphdirect
PyPIlastversiondirect
PyPIlxmldirect
PyPImatplotlibdirect
PyPIopenpyxldirect
PyPIpackageurl-pythondirect
PyPIpyaskalonodirect
PyPIpygithubdirect
PyPIpyyamldirect
PyPIrequirements-parserdirect
PyPIvirtualenvdirect
crates.ioanyhowindirect
crates.ioattohttpcindirect
crates.iobase64indirect
crates.ioenv_loggerindirect
crates.ioflate2indirect
crates.iofs2indirect
crates.iofutures-utilindirect
crates.iogetrandomindirect
crates.iogit2indirect
crates.iohttpindirect
crates.iolazy_staticindirect
crates.iologindirect
crates.ionixindirect
crates.iopercent-encodingindirect
crates.iorandindirect
crates.ioremove_dir_allindirect
crates.ioscopeguardindirect
crates.ioserdeindirect
crates.ioserde_jsonindirect
crates.iotarindirect
crates.iotempfileindirect
crates.iothiserrorindirect
crates.iotiny_httpindirect
crates.iotokioindirect
crates.iotokio-streamindirect
crates.iotomlindirect
crates.iowalkdirindirect
crates.iowindows-sysindirect
Gogithub.com/charlievieth/fastwalk1.0.8indirect
Gogithub.com/gdamore/encoding1.0.0indirect
Gogithub.com/gdamore/tcell/v22.7.4indirect
Gogithub.com/junegunn/go-shellwords0.0.0-20240813092932-a62c48c52e97indirect
Gogithub.com/lucasb-eyer/go-colorful1.2.0indirect
Gogithub.com/mattn/go-isatty0.0.20indirect
Gogithub.com/mattn/go-runewidth0.0.15indirect
Gogithub.com/rivo/uniseg0.4.7indirect
Gogolang.org/x/sys0.26.0indirect
Gogolang.org/x/term0.25.0indirect
Gogolang.org/x/text0.14.0indirect
Mavench.qos.logback:logback-classic1.2.3indirect
Mavenjavax.validation:validation-api2.0.1.Finalindirect
Mavenjavax.xml.bind:jaxb-api2.3.1indirect
Mavenjunit:junit4.13.2indirect
Mavenorg.apache.commons:commons-lang33.8.1indirect
Mavenorg.apache.maven.plugin-tools:maven-plugin-annotations3.6.1indirect
Mavenorg.apache.maven.plugins:maven-antrun-plugin3.0.0indirect
Mavenorg.apache.maven.plugins:maven-assembly-plugin3.3.0indirect
Mavenorg.apache.maven.plugins:maven-checkstyle-plugin3.1.2indirect
Mavenorg.apache.maven.plugins:maven-clean-plugin3.1.0indirect
Mavenorg.apache.maven.plugins:maven-compiler-pluginindirect
Mavenorg.apache.maven.plugins:maven-dependency-pluginindirect
Mavenorg.apache.maven.plugins:maven-deploy-plugin3.0.0-M1indirect
Mavenorg.apache.maven.plugins:maven-enforcer-plugin1.7indirect
Mavenorg.apache.maven.plugins:maven-gpg-pluginindirect
Mavenorg.apache.maven.plugins:maven-help-plugin3.2.0indirect
Mavenorg.apache.maven.plugins:maven-install-plugin3.0.0-M1indirect
Mavenorg.apache.maven.plugins:maven-jar-plugin3.2.0indirect
Mavenorg.apache.maven.plugins:maven-javadoc-pluginindirect
Mavenorg.apache.maven.plugins:maven-jxr-plugin3.1.1indirect
Mavenorg.apache.maven.plugins:maven-plugin-pluginindirect
Mavenorg.apache.maven.plugins:maven-plugin-plugin3.6.1indirect
Mavenorg.apache.maven.plugins:maven-pmd-pluginindirect
Mavenorg.apache.maven.plugins:maven-pmd-plugin3.14.0indirect
Mavenorg.apache.maven.plugins:maven-project-info-reports-plugin3.1.2indirect
Mavenorg.apache.maven.plugins:maven-release-plugin3.0.0-M4indirect
Mavenorg.apache.maven.plugins:maven-resources-plugin3.2.0indirect
Mavenorg.apache.maven.plugins:maven-scm-plugin1.11.2indirect
Mavenorg.apache.maven.plugins:maven-scm-publish-plugin3.1.0indirect
Mavenorg.apache.maven.plugins:maven-site-plugin3.9.1indirect
Mavenorg.apache.maven.plugins:maven-source-pluginindirect
Mavenorg.apache.maven.plugins:maven-surefire-plugin3.0.0-M5indirect
Mavenorg.apache.maven.plugins:maven-surefire-report-plugin3.0.0-M5indirect
Mavenorg.apache.maven:maven-coreindirect
Mavenorg.apache.maven:maven-plugin-apiindirect
Mavenorg.codehaus.mojo:tidy-maven-plugin1.1.0indirect
Mavenorg.codehaus.mojo:versions-maven-pluginindirect
Mavenorg.jacoco:jacoco-maven-pluginindirect
Mavenorg.owasp:dependency-check-mavenindirect
Mavenorg.projectlombok:lombokindirect
Mavenorg.projectlombok:lombok1.18.20indirect
Mavenorg.projectlombok:lombok-maven-plugin1.18.20.1-SNAPSHOTindirect
Mavenorg.slf4j:slf4j-api1.7.30indirect
Mavenorg.sonatype.plexus:plexus-build-api0.0.7indirect
Mavenorg.springframework.data:spring-data-r2dbc1.5.0-M1indirect
npm@types/node9.6.57indirect
npmaxios^0.21.1indirect
npmdayjs^1.8.29indirect
npmeslint^7.28.0indirect
npmexpress^4.17.1indirect
npmhttps-proxy-agent^5.0.0indirect
npmjasmine~3.5.0indirect
npmjsdoc^3.6.7indirect
npmjshint^2.11.0indirect
npmjsonwebtoken^8.5.1indirect
npmlodash^4.17.21indirect
npmmock-fs^4.12.0indirect
npmnock^10.0.6indirect
npmnode-forge1.3.1indirect
npmnode-mocks-http^1.8.1indirect
npmnyc^15.1.0indirect
npmproxyquire^2.1.3indirect
npmq2.0.xindirect
npmqs^6.9.4indirect
npmrc1.2.8indirect
npmrootpath^0.1.2indirect
npmscmp^2.1.0indirect
npmsha.js2.4.11indirect
npmtypescript^2.9.2indirect
npmurl-parse^1.5.0indirect
npmxmlbuilder^13.0.2indirect
NuGetGoogle.Protobuf3.21.6indirect
NuGetGrpc.AspNetCore.Server2.48.0indirect
NuGetMicrosoft.Bcl.AsyncInterfaces6.0.0indirect
NuGetMicrosoft.Extensions.Caching.Abstractions6.0.0indirect
NuGetMicrosoft.Extensions.Caching.Memory6.0.1indirect
NuGetMicrosoft.Extensions.DependencyInjection.Abstractions6.0.0indirect
NuGetMicrosoft.Extensions.Logging.Abstractions6.0.0indirect
NuGetMicrosoft.Extensions.Options6.0.0indirect
NuGetMicrosoft.Extensions.Primitives6.0.0indirect
NuGetNewtonsoft.Json13.0.1indirect
NuGetSystem.Buffers4.5.1indirect
NuGetSystem.Memory4.5.4indirect
NuGetSystem.Numerics.Vectors4.5.0indirect
NuGetSystem.Runtime.CompilerServices.Unsafe6.0.0indirect
NuGetSystem.Threading.Tasks.Extensions4.5.4indirect
PyPIflake8indirect
PyPIpyinstallerindirect
PyPIpytestindirect
PyPIpytest-covindirect
PyPIsetuptoolsindirect
PyPItoxindirect
Dependency advisories 7

This repository publishes no package the index resolves, so its own dependency graph was assessed — 62 packages, which also include development and test pins that never ship: 7 carry known advisories, of which 0 are direct. 83 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
sha.js2.4.11indirectcritical12.4.12
ch.qos.logback:logback-classic1.2.3indirecthigh11.4.12
Microsoft.Extensions.Caching.Memory6.0.1indirecthigh19.0.0-rc.2.24473.5
node-forge1.3.1indirecthigh71.4.0
org.apache.commons:commons-lang33.8.1indirectmoderate13.18.0
golang.org/x/sys0.26.0indirectunknown10.44.0
golang.org/x/text0.14.0indirectunknown10.39.0

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": [],
      "is_fork": false,
      "size_kb": 41482,
      "has_wiki": true,
      "homepage": "https://fosslight.org",
      "languages": {
        "Python": 261358
      },
      "pushed_at": "2026-07-30T02:44:49Z",
      "created_at": "2021-01-22T08:16:32Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-30T02:44:53Z",
      "description": "FOSSLight Dependency Scanner",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "FOSSLight",
      "type": "Organization",
      "login": "fosslight",
      "company": null,
      "location": null,
      "followers": 38,
      "avatar_url": "https://avatars.githubusercontent.com/u/82345686?v=4",
      "created_at": "2021-04-11T23:10:33Z",
      "is_verified": null,
      "public_repos": 22,
      "account_age_days": 1935
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": null,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v4.1.47",
          "kind": "patch",
          "published_at": "2026-07-30T02:44:27Z"
        },
        {
          "tag": "v4.1.46",
          "kind": "patch",
          "published_at": "2026-07-24T04:33:34Z"
        },
        {
          "tag": "v4.1.45",
          "kind": "patch",
          "published_at": "2026-07-09T07:35:10Z"
        },
        {
          "tag": "v4.1.44",
          "kind": "patch",
          "published_at": "2026-07-09T05:41:10Z"
        },
        {
          "tag": "v4.1.43",
          "kind": "patch",
          "published_at": "2026-06-25T00:23:00Z"
        },
        {
          "tag": "v4.1.42",
          "kind": "patch",
          "published_at": "2026-06-11T07:21:10Z"
        },
        {
          "tag": "v4.1.41",
          "kind": "patch",
          "published_at": "2026-06-01T02:56:29Z"
        },
        {
          "tag": "v4.1.40",
          "kind": "patch",
          "published_at": "2026-05-28T08:21:39Z"
        },
        {
          "tag": "v4.1.39",
          "kind": "patch",
          "published_at": "2026-04-23T05:39:38Z"
        },
        {
          "tag": "v4.1.38",
          "kind": "patch",
          "published_at": "2026-04-17T01:55:21Z"
        },
        {
          "tag": "v4.1.37",
          "kind": "patch",
          "published_at": "2026-04-09T05:39:01Z"
        },
        {
          "tag": "v4.1.36",
          "kind": "patch",
          "published_at": "2026-04-03T05:55:06Z"
        },
        {
          "tag": "v4.1.35",
          "kind": "patch",
          "published_at": "2026-03-26T04:48:05Z"
        },
        {
          "tag": "v4.1.34",
          "kind": "patch",
          "published_at": "2026-03-13T01:21:12Z"
        },
        {
          "tag": "v4.1.33",
          "kind": "patch",
          "published_at": "2026-03-06T00:19:34Z"
        },
        {
          "tag": "v4.1.32",
          "kind": "patch",
          "published_at": "2026-02-05T07:02:57Z"
        },
        {
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                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "38 followers of fosslight",
                "points": 11.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 38,
                      "login": "fosslight"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "22 public repos, account ~5 yr old",
                "points": 20.5,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 22
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 5
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "fosslight_dependency"
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              "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"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
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                      "days": 0
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "115 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 115
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 79,
        "weight": 0.19,
        "metrics": [
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            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
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            "components": [
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                "key": "ci_workflows",
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                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "points": 16,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://fosslight.org",
              "has_readme": true,
              "has_docs_dir": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://fosslight.org",
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 21,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dependency_lockfiles"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "source": "file_signals",
              "lockfiles": [
                "yarn.lock"
              ],
              "manifests": [
                "pyproject.toml",
                "requirements-dev.txt",
                "setup.cfg"
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              "has_codeql_workflow": false,
              "has_security_policy": false,
              "has_dependabot_config": false
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
                "detail": "published library — lockfiles are an application concern, not expected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "lockfiles_not_expected",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "codeql_workflow",
                "name": "CodeQL workflow",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "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 62 resolved dependencies against OSV; 83 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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 62
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 83
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 13,
              "affected_packages": 7,
              "assessed_packages": 62,
              "unassessed_packages": 83,
              "affected_by_severity": "critical 1, high 3, moderate 1, unknown 2",
              "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": "exceptional",
            "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": 62,
              "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": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 5
            },
            "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
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            ]
          }
        ],
        "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": 53,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.883,
              "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": "53 of 60 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 53,
                      "sampled": 60
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                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_nix": true,
              "has_tests": true,
              "lockfiles": [
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              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
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                "tests/test_npm2/node_modules/json-stringify-safe/Makefile",
                "tests/test_npm2/node_modules/progress/Makefile",
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
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                "tests/test_android2/sunflower/app/build.gradle",
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                "tests/test_cargo/Cargo.toml",
                "tests/test_gradle/jib/build.gradle",
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                "tests/test_maven1/lombok.maven/test-maven-lombok/pom.xml",
                "tests/test_maven2/pom.xml",
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            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
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                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
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                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".eslintrc, .eslintrc.json, .eslintrc.yml, tox.ini",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Nix, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 42697,
              "source_files_sampled": 56,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/56 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 56,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "example",
                "examples",
                "samples"
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              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "example, examples, samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "example, examples, samples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library"
      ],
      "labels": [
        "library"
      ],
      "scores": {
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:fosslight_dependency@4.1.47; advisories assessed against the repository dependency graph instead",
    "OpenSSF Scorecard timed out after 240s; skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T02:52:52.680416Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/fosslight/fosslight_dependency_scanner.svg",
  "full_name": "fosslight/fosslight_dependency_scanner",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.5.0, schema v0.27.0 — full methodology · metrics wiki.

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