Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-13 20:04 UTC

puddly / serialx

Serial library with native async support for Linux, macOS, Windows, and WebSerial

PythonApache-2.0★ 34 stars⑂ 11 forkssince Aug 2022View on GitHub ↗

puddly/serialx holds a health index of 87 out of 100, placing it in the Excellent band. It scores highest on Vitality (92/100) and lowest on Community & Adoption (53/100). It was last updated today. A single contributor accounts for most of its recent work.

87
overall / 100
Excellent

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.

87
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 73 is calibrated to 87 on the published index scale (record calibration 2026-08-02).

Ownership

puddlyPersonal account
87 followers113 public repossince Oct 2017@OpenHomeFoundation / @home-assistant

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIserialx1.13.0101,035370 days ago
PyPIserialx-compat1.13.0164220 days ago

Metrics by category

Vitality

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

92Excellent · 21% of overall
How it's scored
36/36Push recency — last push 0 days ago
21.5/36Commit cadence — 31/52 weeks with commits
18/18Commit volume — 126 commits in the last year
10/10OpenSSF Scorecard: Maintained — 29 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year126
human_commit_share1
days_since_last_push0
active_weeks_last_year31

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 37 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~17.8 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count37
latest_release_tagv1.13.0
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases17.8
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?

53Moderate · 17% of overall
How it's scored
24.6/60Stars — 34 stars
8.3/25Forks — 11 forks
2.7/15Watchers — 4 watchers
Inputs used
forks11
stars34
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
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateno
How it's scored
66.7/80Monthly downloads — 101,199 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesserialx, serialx-compat
dependents—
ecosystemspypi
total_downloads—
monthly_downloads101,199
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

68Good · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
2.4/22.5Commit distribution — top contributor authored 89% of commits
13.5/13.5Contributor breadth — 11 contributors
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Inputs used
bus_factor1
contributors_sampled11
top_contributor_share0.894
How it's scored
42/42Issue resolution — 100% of issues closed
29.3/30PR acceptance — 123/126 decided PRs merged
13/13Newcomer PR acceptance — 1/1 first-time contributors' PRs merged in 30d
6/15OpenSSF Scorecard: Code-Review — Found 12/30 approved changesets -- score normalized to 4
Inputs used
merged_prs123
open_issues0
closed_issues12
prs_merged_7d13
prs_decided_7d14
prs_merged_30d20
prs_decided_30d21
issue_closed_ratio1
closed_unmerged_prs3
first_time_authors_30d1
first_time_prs_merged_30d1
first_time_prs_decided_30d1
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
14/25Owner reach — 87 followers of puddly
25/25Track record — 113 public repos, account ~9 yr old
Inputs used
followers87
owner_typeUser
is_verified—
owner_loginpuddly
public_repos113
account_age_days3,295
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 2 package(s) on pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 37 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesserialx, serialx-compat
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

90Excellent · 19% of overall
How it's scored
24/24CI workflows — 3 workflow(s)
24/24Tests present
16/16Linter config — pyproject.toml ([tool.ruff], [tool.pylint])
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://puddly.github.io/serialx/
10/10Repository description
10/10Topics — 4 topics
10/10Wiki
Inputs used
topicspyodide, python, serial, webserial
has_wikiyes
homepagehttps://puddly.github.io/serialx/
docs_sitehttps://puddly.github.io/serialx/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

59Moderate · 16% of overall
How it's scored
6.8/7.5Binary-Artifacts — binaries present in source code
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 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
3/7.5Code-Review — Found 12/30 approved changesets -- score normalized to 4
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 29 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
3/7.5Vulnerabilities — 6 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.8
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.
How it's scored
14/35Direct dependencies free of known advisories — 1 affected: pyo3 0.23.5 (high 7.5)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
33.7/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 560 days ago
Inputs used
sourceosv
advisories11
affected_packages2
assessed_packages201
unassessed_packages4
affected_by_severityhigh 2
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 201 resolved dependencies against OSV. 4 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.

64Moderate · 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 — 91 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.91
agent_instruction_files—
agent_instruction_max_bytes—
How it's scored
12.6/18One-command bootstrap — Cargo.toml, tests/data/usbip-cp2102/Cargo.toml (toolchain convention, no task runner)
22/22Automated tests
11/11Lint / format config — pyproject.toml ([tool.ruff], [tool.pylint])
11/11Static type checking — serialx/py.typed, serialx_compat/serial/py.typed, tests/data/pyodide/tsconfig.json
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
8/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock, uv.lock
has_dockerfileno
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configsserialx/py.typed, serialx_compat/serial/py.typed, tests/data/pyodide/tsconfig.json
agent_commit_share0
toolchain_manifestsCargo.toml, tests/data/usbip-cp2102/Cargo.toml
dependency_bot_commit_share0
How it's scored
27/45Type-checkable code — Python with type-check config (serialx/py.typed, serialx_compat/serial/py.typed, tests/data/pyodide/tsconfig.json)
54.2/55Manageable file sizes — 1/73 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes62,106
source_files_sampled73
oversized_source_files1

Key facts

34GitHub stars
11contributors
126commits, last 12 months
0days since last push
37releases
1bus factor
0open issues
crates.io, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch crates package 'serialx' from its registry
  • deps.dev does not index pypi:serialx@1.13.0; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 11 ⇿
0Stars
11Forks
23Releases

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.

0246810121112026-022026-052026-09
Major 1Minor 12Patch 10
OpenSSF Scorecard 5.8 / 10
5.8aggregate

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 · 2026-10-13 20:04 UTC

9Binary-Artifactsbinaries present in source code
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 12/30 approved changesets -- score normalized to 4
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained29 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
4Vulnerabilities6 existing vulnerabilities detected
Direct dependencies 5
RegistryPackageVersion constraintManifest
crates.iopyo3>=0.23,<0.30Cargo.toml
PyPItyping-extensions>=4.13.0pyproject.toml
PyPIasync-timeout>=3.0.0pyproject.toml
PyPIpywin32—pyproject.toml
PyPIserialx—serialx_compat/pyproject.toml
All dependencies 205

Full resolved dependency set from the GitHub dependency graph: 4 direct and 201 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.iopyo30.23.5direct
PyPIasync-timeout5.0.1direct
PyPIpywin32312direct
PyPItyping-extensions4.16.0direct
crates.ioaho-corasick1.1.5indirect
crates.ioanstream1.0.0indirect
crates.ioanstyle1.0.14indirect
crates.ioanstyle-parse1.0.0indirect
crates.ioanstyle-query1.1.5indirect
crates.ioanstyle-wincon3.0.11indirect
crates.ioautocfg1.5.0indirect
crates.iobitflags1.3.2indirect
crates.iobitflags2.10.0indirect
crates.iobytes1.12.1indirect
crates.iocfg-if1.0.4indirect
crates.ioclap4.6.7indirect
crates.ioclap_builder4.6.7indirect
crates.ioclap_derive4.6.7indirect
crates.ioclap_lex1.1.1indirect
crates.iocolorchoice1.0.5indirect
crates.iocore-foundation0.10.0indirect
crates.iocore-foundation-sys0.8.7indirect
crates.iodefmt1.1.1indirect
crates.iodefmt-macros1.1.1indirect
crates.iodefmt-parser1.0.0indirect
crates.ioenv_filter2.0.0indirect
crates.ioenv_logger0.11.11indirect
crates.ioerrno0.3.14indirect
crates.ioheck0.5.0indirect
crates.ioindoc2.0.7indirect
crates.ioio-kit-sys0.4.1indirect
crates.iois_terminal_polyfill1.70.2indirect
crates.iojiff0.2.37indirect
crates.iojiff-core0.1.1indirect
crates.iojiff-static0.2.37indirect
crates.iolibc0.2.178indirect
crates.iolibc0.2.189indirect
crates.iolibudev0.3.0indirect
crates.iolibudev-sys0.1.4indirect
crates.iolog0.4.34indirect
crates.iomach20.4.3indirect
crates.iomemchr2.8.3indirect
crates.iomemoffset0.9.1indirect
crates.iomio1.2.3indirect
crates.ionix0.26.4indirect
crates.ioonce_cell1.21.3indirect
crates.ioonce_cell_polyfill1.70.2indirect
crates.iopin-project-lite0.2.17indirect
crates.iopkg-config0.3.32indirect
crates.ioportable-atomic1.11.1indirect
crates.ioportable-atomic1.15.0indirect
crates.ioportable-atomic-util0.2.8indirect
crates.ioproc-macro21.0.103indirect
crates.ioproc-macro21.0.107indirect
crates.iopyo3-build-config0.23.5indirect
crates.iopyo3-ffi0.23.5indirect
crates.iopyo3-macros0.23.5indirect
crates.iopyo3-macros-backend0.23.5indirect
crates.ioquote1.0.40indirect
crates.ioquote1.0.47indirect
crates.ioregex1.13.1indirect
crates.ioregex-automata0.4.18indirect
crates.ioregex-syntax0.8.11indirect
crates.iorustversion1.0.22indirect
crates.ioscopeguard1.2.0indirect
crates.ioserde_core1.0.229indirect
crates.ioserde_derive1.0.229indirect
crates.ioserialport4.8.1indirect
crates.iosignal-hook-registry1.4.8indirect
crates.iosocket20.6.5indirect
crates.iostrsim0.11.1indirect
crates.iosyn2.0.111indirect
crates.iosyn2.0.119indirect
crates.iosyn3.0.6indirect
crates.iotarget-lexicon0.12.16indirect
crates.iothiserror2.0.17indirect
crates.iothiserror2.0.21indirect
crates.iothiserror-impl2.0.17indirect
crates.iothiserror-impl2.0.21indirect
crates.iotokio1.53.1indirect
crates.iotokio-macros2.7.2indirect
crates.iounescaper0.1.8indirect
crates.iounicode-ident1.0.22indirect
crates.iounicode-ident1.0.26indirect
crates.iounindent0.2.4indirect
crates.ioutf8parse0.2.2indirect
crates.iowasi0.11.1+wasi-snapshot-preview1indirect
crates.iowindows-link0.2.1indirect
crates.iowindows-sys0.52.0indirect
crates.iowindows-sys0.61.2indirect
crates.iowindows-targets0.52.6indirect
crates.iowindows_aarch64_gnullvm0.52.6indirect
crates.iowindows_aarch64_msvc0.52.6indirect
crates.iowindows_i686_gnu0.52.6indirect
crates.iowindows_i686_gnullvm0.52.6indirect
crates.iowindows_i686_msvc0.52.6indirect
crates.iowindows_x86_64_gnu0.52.6indirect
crates.iowindows_x86_64_gnullvm0.52.6indirect
crates.iowindows_x86_64_msvc0.52.6indirect
npm@types/bun^1.3.13indirect
npm@types/w3c-web-serial^1.0.8indirect
npmpyodide^0.29.3indirect
PyPIaccessible-pygments0.0.5indirect
PyPIaioesphomeapi46.10.0indirect
PyPIaiohappyeyeballs2.7.1indirect
PyPIalabaster1.0.0indirect
PyPIanyio4.15.1indirect
PyPIast-serialize0.13.0indirect
PyPIastroid4.3.4indirect
PyPIasync-interrupt1.2.2indirect
PyPIbabel2.18.0indirect
PyPIbackports-asyncio-runner1.2.0indirect
PyPIbackports-zstd1.8.0indirect
PyPIbeautifulsoup44.15.0indirect
PyPIcertifi2026.7.22indirect
PyPIcffi2.1.1indirect
PyPIchacha20poly1305-reuseable0.13.2indirect
PyPIcharset-normalizer3.5.2indirect
PyPIclick8.5.0indirect
PyPIcodespell2.4.3indirect
PyPIcolorama0.4.6indirect
PyPIcoverage7.16.2indirect
PyPIcryptography48.0.1indirect
PyPIdill0.4.1indirect
PyPIdocutils0.21.2indirect
PyPIdocutils0.22.4indirect
PyPIexceptiongroup1.3.1indirect
PyPIexecnet2.1.2indirect
PyPIfuro2025.12.19indirect
PyPIh110.16.0indirect
PyPIidna3.20indirect
PyPIifaddr0.2.0indirect
PyPIimagesize2.0.1indirect
PyPIiniconfig2.3.1indirect
PyPIisort9.0.2indirect
PyPIjinja23.1.6indirect
PyPIlibrt0.16.0indirect
PyPImarkdown-it-py3.0.0indirect
PyPImarkdown-it-py4.2.0indirect
PyPImarkupsafe3.0.4indirect
PyPImccabe0.7.0indirect
PyPImdit-py-plugins0.6.1indirect
PyPImdurl0.1.2indirect
PyPImypy2.4.0indirect
PyPImypy-extensions1.1.0indirect
PyPImyst-parser4.0.1indirect
PyPImyst-parser5.1.0indirect
PyPInoiseprotocol0.3.1indirect
PyPIpackaging26.3indirect
PyPIpathspec1.1.1indirect
PyPIplatformdirs4.12.4indirect
PyPIplatformdirs4.13.0indirect
PyPIpluggy1.6.0indirect
PyPIprek0.5.5indirect
PyPIprotobuf7.36.2indirect
PyPIpsutil7.2.2indirect
PyPIpycparser3.11indirect
PyPIpygments2.21.0indirect
PyPIpylint4.1.3indirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-github-actions-annotate-failures0.4.2indirect
PyPIpytest-timeout2.4.0indirect
PyPIpytest-xdist3.8.0indirect
PyPIpyyaml6.0.3indirect
PyPIrequests2.34.2indirect
PyPIroman-numerals4.1.0indirect
PyPIruff0.17.0indirect
PyPIsemantic-version2.10.0indirect
PyPIsetuptools—indirect
PyPIsetuptools84.0.0indirect
PyPIsetuptools-rust1.13.0indirect
PyPIsnowballstemmer3.1.1indirect
PyPIsoupsieve2.10indirect
PyPIsoupsieve3.0.3indirect
PyPIsphinx8.1.3indirect
PyPIsphinx9.0.4indirect
PyPIsphinx9.1.0indirect
PyPIsphinx-autobuild2024.10.3indirect
PyPIsphinx-autobuild2025.8.25indirect
PyPIsphinx-basic-ng1.0.0b2indirect
PyPIsphinx-design0.6.1indirect
PyPIsphinx-design0.7.0indirect
PyPIsphinxcontrib-applehelp2.0.0indirect
PyPIsphinxcontrib-devhelp2.0.0indirect
PyPIsphinxcontrib-htmlhelp2.1.0indirect
PyPIsphinxcontrib-jsmath1.0.1indirect
PyPIsphinxcontrib-qthelp2.0.0indirect
PyPIsphinxcontrib-serializinghtml2.0.0indirect
PyPIstarlette1.7.0indirect
PyPItomli2.5.0indirect
PyPItomlkit0.15.1indirect
PyPItypes-psutil7.2.2.20260906indirect
PyPItypes-pywin32312.0.0.20261006indirect
PyPItypes-setuptools84.0.0.20261006indirect
PyPItzdata2026.5indirect
PyPItzlocal5.4.4indirect
PyPIurllib32.8.0indirect
PyPIuv0.13.0indirect
PyPIuvicorn0.54.0indirect
PyPIwatchfiles1.3.0indirect
PyPIwebsockets16.1.1indirect
PyPIwebsockets17.2indirect
PyPIzeroconf0.151.5indirect
Dependency advisories 2

This repository publishes no package the index resolves, so its own dependency graph was assessed — 201 packages, which also include development and test pins that never ship: 2 carry known advisories, of which 1 are direct. 4 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
pyo30.23.5directhigh50.29.0
cryptography48.0.1indirecthigh650.0.0

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

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

The message is kept through sign-in.

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

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