Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-19 22:03 UTC

alandtse / alexa_media_player

This is a custom component to allow control of Amazon Alexa devices in Home Assistant using the unofficial Alexa API.

PythonApache-2.0★ 1,988 stars⑂ 348 forkssince Jul 2018View on GitHub ↗

alandtse/alexa_media_player holds a health index of 84 out of 100, placing it in the Excellent band. It scores highest on Vitality (89/100) and lowest on Security (52/100). It was last updated today. A single contributor accounts for most of its recent work.

84
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.

84
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 71 is calibrated to 84 on the published index scale (record calibration 2026-08-02).

Ownership

Alan TsePersonal account
303 followers197 public repossince Mar 2014

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

Metrics by category

Vitality

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

89Excellent · 21% of overall
How it's scored
36/36Push recency — last push 0 days ago
23.5/36Commit cadence — 34/52 weeks with commits
18/18Commit volume — 269 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year269
human_commit_share0.78
days_since_last_push0
active_weeks_last_year34
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 1 days ago
27/27Release cadence — a release every ~16.5 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv5.17.1
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases16.5

Community & Adoption

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

69Good · 17% of overall
How it's scored
53.5/60Stars — 1,988 stars
21.2/25Forks — 348 forks
10.2/15Watchers — 69 watchers
Inputs used
forks348
stars1,988
watchers69
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_badges5
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateno

Sustainability & Governance

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

61Moderate · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
4.6/22.5Commit distribution — top contributor authored 80% of commits
13.5/13.5Contributor breadth — 90 contributors
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled90
top_contributor_share0.797
How it's scored
41.8/42Issue resolution — 100% of issues closed
26.3/30PR acceptance — 987/1,127 decided PRs merged
9.8/13Newcomer PR acceptance — 3/4 first-time contributors' PRs merged in 30d
7.5/15OpenSSF Scorecard: Code-Review — Found 12/21 approved changesets -- score normalized to 5
Inputs used
merged_prs987
open_issues10
closed_issues2,240
prs_merged_7d12
prs_decided_7d12
prs_merged_30d22
prs_decided_30d24
issue_closed_ratio0.996
closed_unmerged_prs140
first_time_authors_30d3
first_time_prs_merged_30d3
first_time_prs_decided_30d4
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
17.9/25Owner reach — 303 followers of alandtse
25/25Track record — 197 public repos, account ~12 yr old
Inputs used
followers303
owner_typeUser
is_verified—
owner_loginalandtse
public_repos197
account_age_days4,589
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

80Excellent · 19% of overall
How it's scored
24/24CI workflows — 8 workflow(s)
24/24Tests present
16/16Linter config — .pylintrc, pyproject.toml ([tool.black], [tool.isort]), setup.cfg ([flake8])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 22 out of 22 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

60Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 4 topics
10/10Wiki
Inputs used
topicsalexa, home-assistant, hacktoberfest, homeassistant
has_wikiyes
homepage—
docs_site—
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

52Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 22 out of 22 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
3.8/7.5Code-Review — Found 12/21 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 5 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 24 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
3.5/5SAST — SAST tool is not run on all commits -- score normalized to 7
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 108 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.1
Excluded from scoring (no data or not applicable): Branch-Protection, Packaging. Remaining weights renormalized.
How it's scored
9.5/35Direct dependencies free of known advisories — 1 affected: aiohttp 3.11.16 (critical 9.1)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
32.6/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 462 days ago
Inputs used
sourceosv
advisories206
affected_packages14
assessed_packages223
unassessed_packages0
affected_by_severitycritical 5, high 4, moderate 4, low 1
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 223 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

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

68Good · 4% of overall
How it's scored
45/45Agent instructions — .github/copilot-instructions.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 62 of 78 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.795
agent_instruction_files.github/copilot-instructions.md
agent_instruction_max_bytes7,816
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — .pylintrc, pyproject.toml ([tool.black], [tool.isort]), setup.cfg ([flake8])
0/11Static type checking
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
10/10Demonstrated agent practice — 20 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 13 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespoetry.lock
has_dockerfileyes
typed_languageno
bootstrap_files—
has_devcontaineryes
has_linter_configyes
typecheck_configs—
agent_commit_share0.2
toolchain_manifests—
dependency_bot_commit_share0.13
How it's scored
0/45Type-checkable code — Python without a type-check config
51.8/55Manageable file sizes — 2/34 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes140,770
source_files_sampled34
oversized_source_files2

Key facts

1,988GitHub stars
90contributors
269commits, last 12 months
0days since last push
100releases
1bus factor
10open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'alexa_media_player' from its registry

More detail

Star and fork history 0 ★ / 348 ⇿
0Stars
348Forks
98Releases

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.

012525037534552018-072022-082026-10
Major 1Minor 22Patch 75

Each point covers 8 days.

OpenSSF Scorecard 5.1 / 10
5.1aggregate

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 · 2026-10-19 22:03 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 12/21 approved changesets -- score normalized to 5
10Contributorsproject has 5 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 24 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
7SASTSAST tool is not run on all commits -- score normalized to 7
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities108 existing vulnerabilities detected
Direct dependencies 5
RegistryPackageVersion constraintManifest
PyPIalexapy1.32.0pyproject.toml
PyPIaiohttp>=3.8.1pyproject.toml
PyPIpackaging>=20.3pyproject.toml
PyPIwrapt>=1.14.0pyproject.toml
PyPIdictor>=0.1.12,<0.2pyproject.toml
All dependencies 223

Full resolved dependency set from the GitHub dependency graph: 5 direct and 218 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIaiohttp3.11.16direct
PyPIalexapy1.32.0direct
PyPIdictor0.1.12direct
PyPIpackaging25.0direct
PyPIwrapt1.17.3direct
PyPIacme3.2.0indirect
PyPIaiodns3.2.0indirect
PyPIaiofiles24.1.0indirect
PyPIaiohappyeyeballs2.6.1indirect
PyPIaiohasupervisor0.3.0indirect
PyPIaiohttp-asyncmdnsresolver0.1.1indirect
PyPIaiohttp-cors0.7.0indirect
PyPIaiohttp-fast-zlib0.2.3indirect
PyPIaiooui0.1.9indirect
PyPIaiosignal1.4.0indirect
PyPIaiozoneinfo0.2.3indirect
PyPIannotated-types0.7.0indirect
PyPIannotatedyaml0.4.5indirect
PyPIanyio4.14.2indirect
PyPIastral2.2indirect
PyPIastroid3.3.11indirect
PyPIasync-interrupt1.2.2indirect
PyPIasync-timeout5.0.1indirect
PyPIatomicwrites-homeassistant1.4.1indirect
PyPIattrs25.1.0indirect
PyPIaudioop-lts0.2.1indirect
PyPIauthcaptureproxy1.3.7indirect
PyPIauthlib1.6.12indirect
PyPIawesomeversion24.6.0indirect
PyPIbackoff2.2.1indirect
PyPIbcrypt4.2.0indirect
PyPIbeautifulsoup44.13.4indirect
PyPIblack26.3.1indirect
PyPIbleak1.1.0indirect
PyPIbleak-retry-connector4.3.0indirect
PyPIbluetooth-adapters2.0.0indirect
PyPIbluetooth-auto-recovery1.5.2indirect
PyPIbluetooth-data-tools1.28.2indirect
PyPIboolean-py5.0indirect
PyPIboto31.40.14indirect
PyPIbotocore1.40.14indirect
PyPIbtsocket0.3.0indirect
PyPIcertifi2025.8.3indirect
PyPIcffi1.17.1indirect
PyPIcfgv3.4.0indirect
PyPIcharset-normalizer3.4.3indirect
PyPIciso86012.3.2indirect
PyPIclick8.2.1indirect
PyPIcodespell2.4.1indirect
PyPIcolorama0.4.6indirect
PyPIcoverage7.6.12indirect
PyPIcronsim2.6indirect
PyPIcryptography44.0.1indirect
PyPIdbus-fast2.44.3indirect
PyPIdefusedxml0.7.1indirect
PyPIdill0.4.0indirect
PyPIdistlib0.4.0indirect
PyPIdodgy0.2.1indirect
PyPIdparse0.6.4indirect
PyPIenvs1.4indirect
PyPIexecnet2.1.1indirect
PyPIfilelock3.32.7indirect
PyPIflake87.3.0indirect
PyPIflake8-polyfill1.0.2indirect
PyPIfnv-hash-fast1.4.0indirect
PyPIfnvhash0.1.0indirect
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PyPIgreenlet3.2.4indirect
PyPIh110.16.0indirect
PyPIh24.4.1indirect
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PyPIhabluetooth5.1.0indirect
PyPIhass-nabucasa0.94.0indirect
PyPIhassil2.2.3indirect
PyPIhome-assistant-bluetooth1.13.1indirect
PyPIhome-assistant-intents2025.3.28indirect
PyPIhomeassistant2025.4.4indirect
PyPIhpack4.2.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttpx0.28.1indirect
PyPIhyperframe6.1.0indirect
PyPIidentify2.6.13indirect
PyPIidna3.15indirect
PyPIifaddr0.2.0indirect
PyPIiniconfig2.1.0indirect
PyPIisort6.0.1indirect
PyPIjinja23.1.6indirect
PyPIjmespath1.0.1indirect
PyPIjoblib1.5.3indirect
PyPIjosepy1.15.0indirect
PyPIlicense-expression30.4.1indirect
PyPIlru-dict1.3.0indirect
PyPImarkdown-it-py4.0.0indirect
PyPImarkupsafe3.0.2indirect
PyPImarshmallow4.1.2indirect
PyPImashumaro3.16indirect
PyPImccabe0.7.0indirect
PyPImdurl0.1.2indirect
PyPImock-open1.4.0indirect
PyPImultidict6.6.4indirect
PyPImutagen1.47.0indirect
PyPImypy-extensions1.1.0indirect
PyPInltk3.10.3indirect
PyPInodeenv1.9.1indirect
PyPInumpy2.2.2indirect
PyPIorjson3.10.16indirect
PyPIpaho-mqtt2.1.0indirect
PyPIpathspec1.1.1indirect
PyPIpep8-naming0.10.0indirect
PyPIpillow11.1.0indirect
PyPIpip26.2indirect
PyPIpipdeptree2.25.1indirect
PyPIplatformdirs4.3.8indirect
PyPIpluggy1.6.0indirect
PyPIpre-commit4.3.0indirect
PyPIpropcache0.3.0indirect
PyPIprospector1.17.3indirect
PyPIpsutil6.0.0indirect
PyPIpsutil-home-assistant0.0.1indirect
PyPIpycares4.10.0indirect
PyPIpycodestyle2.14.0indirect
PyPIpycognito2024.5.1indirect
PyPIpycparser2.22indirect
PyPIpydantic2.10.6indirect
PyPIpydantic-core2.27.2indirect
PyPIpydocstyle6.3.0indirect
PyPIpyflakes3.4.0indirect
PyPIpygments2.19.2indirect
PyPIpyjwt2.10.1indirect
PyPIpylint3.3.8indirect
PyPIpylint-celery0.3indirect
PyPIpylint-django2.6.1indirect
PyPIpylint-per-file-ignores1.4.0indirect
PyPIpylint-plugin-utils0.9.0indirect
PyPIpymicro-vad1.0.1indirect
PyPIpyobjc-core11.1indirect
PyPIpyobjc-framework-cocoa11.1indirect
PyPIpyobjc-framework-corebluetooth11.1indirect
PyPIpyobjc-framework-libdispatch11.1indirect
PyPIpyopenssl25.0.0indirect
PyPIpyotp2.9.0indirect
PyPIpyrfc33392.0.1indirect
PyPIpyric0.1.6.3indirect
PyPIpyspeex-noise1.0.2indirect
PyPIpytest8.3.5indirect
PyPIpytest-aiohttp1.1.0indirect
PyPIpytest-asyncio0.26.0indirect
PyPIpytest-cov6.0.0indirect
PyPIpytest-freezer0.4.9indirect
PyPIpytest-github-actions-annotate-failures0.3.0indirect
PyPIpytest-homeassistant-custom-component0.13.236indirect
PyPIpytest-picked0.5.1indirect
PyPIpytest-socket0.7.0indirect
PyPIpytest-sugar1.0.0indirect
PyPIpytest-timeout2.3.1indirect
PyPIpytest-unordered0.6.1indirect
PyPIpytest-xdist3.6.1indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-discovery1.6.1indirect
PyPIpython-slugify8.0.4indirect
PyPIpytokens0.4.1indirect
PyPIpyturbojpeg1.7.5indirect
PyPIpytz2025.2indirect
PyPIpyupgrade3.20.0indirect
PyPIpyyaml6.0.2indirect
PyPIregex2025.11.3indirect
PyPIrequests2.32.3indirect
PyPIrequests-mock1.12.1indirect
PyPIrequirements-detector1.4.0indirect
PyPIrespx0.22.0indirect
PyPIrich14.1.0indirect
PyPIruamel-yaml0.18.15indirect
PyPIruamel-yaml-clib0.2.12indirect
PyPIs3transfer0.13.1indirect
PyPIsafety3.7.0indirect
PyPIsafety-schemas0.0.16indirect
PyPIsecuretar2025.2.1indirect
PyPIsemver3.0.4indirect
PyPIsetoptconf-tmp0.3.1indirect
PyPIshellingham1.5.4indirect
PyPIsimplejson3.20.1indirect
PyPIsix1.17.0indirect
PyPIsnitun0.40.0indirect
PyPIsnowballstemmer3.0.1indirect
PyPIsoupsieve2.9indirect
PyPIsqlalchemy2.0.39indirect
PyPIstandard-aifc3.13.0indirect
PyPIstandard-chunk3.13.0indirect
PyPIstandard-telnetlib3.13.0indirect
PyPIsyrupy4.8.1indirect
PyPItenacity9.1.2indirect
PyPItermcolor3.1.0indirect
PyPItext-unidecode1.3indirect
PyPItokenize-rt6.2.0indirect
PyPItoml0.10.2indirect
PyPItomlkit0.13.3indirect
PyPItqdm4.67.1indirect
PyPItyper0.16.1indirect
PyPItyping-extensions4.14.1indirect
PyPItzdata2025.2indirect
PyPIuart-devices0.1.1indirect
PyPIulid-transform1.4.0indirect
PyPIunicode-rbnf2.3.0indirect
PyPIurllib31.26.20indirect
PyPIusb-devices0.4.5indirect
PyPIuv0.6.10indirect
PyPIvirtualenv21.7.13indirect
PyPIvoluptuous0.15.2indirect
PyPIvoluptuous-openapi0.0.6indirect
PyPIvoluptuous-serialize2.6.0indirect
PyPIwebrtc-models0.3.0indirect
PyPIwinrt-runtime3.2.1indirect
PyPIwinrt-windows-devices-bluetooth3.2.1indirect
PyPIwinrt-windows-devices-bluetooth-advertisement3.2.1indirect
PyPIwinrt-windows-devices-bluetooth-genericattributeprofile3.2.1indirect
PyPIwinrt-windows-devices-enumeration3.2.1indirect
PyPIwinrt-windows-foundation3.2.1indirect
PyPIwinrt-windows-foundation-collections3.2.1indirect
PyPIwinrt-windows-storage-streams3.2.1indirect
PyPIyamllint1.37.1indirect
PyPIyarl1.18.3indirect
PyPIzeroconf0.146.0indirect
Dependency advisories 14

This repository publishes no package the index resolves, so its own dependency graph was assessed — 223 packages, which also include development and test pins that never ship: 14 carry known advisories, of which 1 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
aiohttp3.11.16directcritical693.14.4
homeassistant2025.4.4indirectcritical162026.7.0
pillow11.1.0indirectcritical3412.3.0
pyjwt2.10.1indirectcritical312.15.0
pyopenssl25.0.0indirectcritical426.0.0
cryptography44.0.1indirecthigh1050.0.0
nltk3.10.3indirecthigh1—
orjson3.10.16indirecthigh23.11.6
urllib31.26.20indirecthigh142.8.0
pytest8.3.5indirectmoderate29.0.3
requests2.32.3indirectmoderate42.33.0
uv0.6.10indirectmoderate70.11.15
zeroconf0.146.0indirectmoderate100.149.16
pygments2.19.2indirectlow22.20.0

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.