Public record
Software health reportschema 0.15.0 · metrics 2.10.0 · 2026-07-19 16:23 UTC

malloydata / publisher

Publisher is the open-source semantic model server for the Malloy data language. It lets you define semantic models once — and use them everywhere.

TypeScriptMIT★ 91 stars⑂ 22 forkssince Sep 2024View on GitHub ↗
KindLibraryWeb interfacehow this is determined

malloydata/publisher holds a health index of 90 out of 100, placing it in the Excellent band. It scores highest on Vitality (100/100) and lowest on Security (52/100). It was last updated 1 day ago. 2 contributors account for most of its recent work.

90
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.

90
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 76 is calibrated to 90 on the published index scale (record calibration 2026-08-02).

Ownership

malloydataOrganization
143 followers38 public repossince Oct 2022

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npme2epoints to another repo — not scored0.0.896673740 days agoe2eend-to-endopenpgppgpcrypto
npmmalloy-publisher-0

Metrics by category

Vitality

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

100Exceptional · 21% of overall

Development activity

100Exceptional
How it's scored
36/36Push recencylast push 1 days ago
36/36Commit cadence52/52 weeks with commits
18/18Commit volume724 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year724
human_commit_share
days_since_last_push1
active_weeks_last_year52

Release discipline

100Exceptional
How it's scored
27/27Ships releases45 releases published
36/36Release recencylatest release 3 days ago
27/27Release cadencea release every ~1.5 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count45
latest_release_tagv0.0.228
releases_from_tagsno
days_since_latest_release3
mean_days_between_releases1.5
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

57Moderate · 17% of overall
How it's scored
31.7/60Stars91 stars
11/25Forks22 forks
2.7/15Watchers4 watchers
Inputs used
forks22
stars91
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateno

Sustainability & Governance

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

72Good · 23% of overall
How it's scored
25.2/54Bus factor2 contributor(s) cover half of all commits
15.2/22.5Commit distributiontop contributor authored 32% of commits
13.5/13.5Contributor breadth22 contributors
10/10OpenSSF Scorecard: Contributorsproject has 6 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled22
top_contributor_share0.323
How it's scored
23.6/42Issue resolution56% of issues closed
27.7/30PR acceptance727/787 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
10.5/15OpenSSF Scorecard: Code-ReviewFound 22/30 approved changesets -- score normalized to 7
Inputs used
merged_prs727
open_issues43
closed_issues55
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.561
closed_unmerged_prs60
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 backingorganization-owned
0/20Verified domainverified-domain status not read for this organization
15.5/25Owner reach143 followers of malloydata
19.1/25Track record38 public repos, account ~3 yr old
Inputs used
followers143
owner_typeOrganization
is_verified
owner_loginmalloydata
public_repos38
account_age_days1,375
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable1 package(s) on npm
0/35Publish recencyno data
4/20Version history0 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesmalloy-publisher
ecosystemsnpm
any_deprecatedno
min_days_since_publish
Excluded from scoring (no data or not applicable): Publish recency. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

90Excellent · 19% of overall
How it's scored
24/24CI workflows9 workflow(s)
24/24Tests present
16/16Linter config.eslintrc, .eslintrc.json, eslint.config.mjs
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests30 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_configyes

Documentation

85Excellent
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics9 topics
10/10Wiki
Inputs used
topicsanalytics, business-intelligence, data, data-modeling, data-transformation, data-visualization, database, semantic-modeling, transformation
has_wikiyes
homepage
docs_site
has_readmeyes
has_docs_diryes
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-Artifactsno binaries found in the repo
0/7.5Branch-Protectionno data
2.5/2.5CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5.2/7.5Code-ReviewFound 22/30 approved changesets -- score normalized to 7
2.5/2.5Contributorsproject has 6 contributing companies or organizations
10/10Dangerous-Workflowno dangerous workflow patterns detected
0/7.5Dependency-Update-Toolno update tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
0/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
4.5/5SASTSAST tool is not run on all commits -- score normalized to 9
0/5Security-Policysecurity policy file not detected
0/7.5Signed-Releasesno data
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities187 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.2
Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.

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.

88Excellent · 4% of overall
How it's scored
45/45Agent instructionsAGENTS.md, CLAUDE.md, examples/html-data-app/AGENTS.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit historyno data
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share
agent_instruction_filesAGENTS.md, CLAUDE.md, examples/html-data-app/AGENTS.md
agent_instruction_max_bytes10,133
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
18/18One-command bootstrapMakefile
22/22Automated tests
11/11Lint / format config.eslintrc, .eslintrc.json, eslint.config.mjs
11/11Static type checkingexamples/data-app/tsconfig.json, packages/app/tsconfig.json, packages/cli/tsconfig.json, packages/python-client/pyrightconfig.json, packages/sdk/tsconfig.json, packages/server/k6-tests/tsconfig.json, packages/server/tsconfig.json
10/10Reproducible environmentDockerfile, lockfile
0/10Demonstrated agent practiceno data
0/8Automated maintenanceno data
0/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configsexamples/data-app/tsconfig.json, packages/app/tsconfig.json, packages/cli/tsconfig.json, packages/python-client/pyrightconfig.json, packages/sdk/tsconfig.json, packages/server/k6-tests/tsconfig.json, packages/server/tsconfig.json
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
How it's scored
45/45Type-checkable codeTypeScript (statically typed)
54.4/55Manageable file sizes5/453 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes86,949
source_files_sampled453
oversized_source_files5
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
20/20MCP server
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files
interfaces_expected_of
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

91GitHub stars
22contributors
724commits, last 12 months
1days since last push
45releases
2bus factor
43open issues
npmpackage ecosystems

Data collection warnings

  • npm package 'e2e' points at a different repository (https://github.com/willscott/e2e); excluded from ecosystem scoring

More detail

OpenSSF Scorecard 5.2 / 10
5.2aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-19 16:22 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-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
7Code-ReviewFound 22/30 approved changesets -- score normalized to 7
10Contributorsproject has 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update 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
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
9SASTSAST tool is not run on all commits -- score normalized to 9
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities187 existing vulnerabilities detected
Direct dependencies 7
RegistryPackageVersion constraintManifest
npmeslint-plugin-react^7.37.5package.json
npmeslint-plugin-react-hooks^7.0.0package.json
npmfn^0.2.0package.json
npmprettier-plugin-terraform-formatter^1.2.1package.json
npmreact^19.1.0package.json
npmreact-dom^19.1.0package.json
npmssh2^1.17.0package.json
All dependencies 396

Full resolved dependency set from the GitHub dependency graph: 13 direct and 383 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npmeslint-plugin-react7.37.2direct
npmeslint-plugin-react^7.37.2direct
npmeslint-plugin-react^7.37.5direct
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npmeslint-plugin-react-hooks^5.0.0direct
npmeslint-plugin-react-hooks^7.0.0direct
npmfn^0.2.0direct
npmprettier-plugin-terraform-formatter^1.2.1direct
npmreact19.2.0direct
npmreact^19.1.0direct
npmreact-dom19.2.0direct
npmreact-dom^19.1.0direct
npmssh2^1.17.0direct
npm@auth0/auth0-react2.9.0indirect
npm@auth0/auth0-spa-js2.9.1indirect
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npm@azure/storage-blob^12.26.0indirect
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npm@babel/helper-plugin-utils7.27.1indirect
npm@babel/helper-string-parser7.27.1indirect
npm@babel/helper-validator-identifier7.28.5indirect
npm@babel/helper-validator-option7.27.1indirect
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npm@babel/parser7.28.5indirect
npm@babel/plugin-transform-react-jsx-self7.27.1indirect
npm@babel/plugin-transform-react-jsx-source7.27.1indirect
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npm@emotion/memoize0.9.0indirect
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npm@emotion/react^11.14.0indirect
npm@emotion/serialize1.3.3indirect
npm@emotion/sheet1.4.0indirect
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npm@emotion/styled^11.14.0indirect
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npm@esbuild/linux-x640.25.12indirect
npm@esbuild/netbsd-arm640.25.12indirect
npm@esbuild/netbsd-x640.25.12indirect
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npm@esbuild/win32-arm640.25.12indirect
npm@esbuild/win32-ia320.25.12indirect
npm@esbuild/win32-x640.25.12indirect
npm@eslint/compat^1.2.7indirect
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npm@faker-js/faker^9.4.0indirect
npm@floating-ui/utils0.2.10indirect
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npm@jridgewell/trace-mapping0.3.31indirect
npm@malloy-publisher/sdk0.0.137indirect
npm@malloydata/db-bigquery^0.0.422indirect
npm@malloydata/db-databricks^0.0.422indirect
npm@malloydata/db-duckdb^0.0.422indirect
npm@malloydata/db-mysql^0.0.422indirect
npm@malloydata/db-postgres^0.0.422indirect
npm@malloydata/db-publisher^0.0.422indirect
npm@malloydata/db-snowflake^0.0.422indirect
npm@malloydata/db-trino^0.0.422indirect
npm@malloydata/malloy^0.0.422indirect
npm@malloydata/malloy-explorer0.0.338-dev260215172810indirect
npm@malloydata/malloy-query-builder^0.0.422indirect
npm@malloydata/malloy-sql^0.0.422indirect
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npm@modelcontextprotocol/sdk^1.13.2indirect
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npm@mui/icons-material^7.0.2indirect
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npm@rollup/rollup-darwin-x644.53.3indirect
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npm@rollup/rollup-linux-arm-gnueabihf4.53.3indirect
npm@rollup/rollup-linux-arm-musleabihf4.53.3indirect
npm@rollup/rollup-linux-arm64-gnu4.53.3indirect
npm@rollup/rollup-linux-arm64-musl4.53.3indirect
npm@rollup/rollup-linux-loong64-gnu4.53.3indirect
npm@rollup/rollup-linux-ppc64-gnu4.53.3indirect
npm@rollup/rollup-linux-riscv64-gnu4.53.3indirect
npm@rollup/rollup-linux-riscv64-musl4.53.3indirect
npm@rollup/rollup-linux-s390x-gnu4.53.3indirect
npm@rollup/rollup-linux-x64-gnu4.53.3indirect
npm@rollup/rollup-linux-x64-musl4.53.3indirect
npm@rollup/rollup-openharmony-arm644.53.3indirect
npm@rollup/rollup-win32-arm64-msvc4.53.3indirect
npm@rollup/rollup-win32-ia32-msvc4.53.3indirect
npm@rollup/rollup-win32-x64-gnu4.53.3indirect
npm@rollup/rollup-win32-x64-msvc4.53.3indirect
npm@shikijs/langs^1.16.3indirect
npm@shikijs/themes^1.16.3indirect
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npm@tanstack/react-query^5.59.16indirect
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npm@types/express^4.17.14indirect
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npm@types/fs-extra^11.0.4indirect
npm@types/k6^1.0.2indirect
npm@types/k6^1.5.0indirect
npm@types/lunr^2.3.7indirect
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npm@types/node24.10.0indirect
npm@types/node^24.10.0indirect
npm@types/node^24.10.1indirect
npm@types/node-cron^3.0.11indirect
npm@types/parse-json4.0.2indirect
npm@types/prop-types15.7.15indirect
npm@types/react19.2.6indirect
npm@types/react^19.1.7indirect
npm@types/react-dom19.2.3indirect
npm@types/react-dom^19.1.6indirect
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npm@types/react-transition-group4.4.12indirect
npm@types/recursive-readdir^2.2.4indirect
npm@types/sinon^17.0.4indirect
npm@types/ssh2^1.15.5indirect
npm@types/supertest^6.0.2indirect
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npm@typescript-eslint/eslint-plugin8.16.0indirect
npm@typescript-eslint/eslint-plugin^8.16.0indirect
npm@typescript-eslint/eslint-plugin^8.31.0indirect
npm@typescript-eslint/eslint-plugin^8.6.0indirect
npm@typescript-eslint/parser8.16.0indirect
npm@typescript-eslint/parser^8.16.0indirect
npm@typescript-eslint/parser^8.6.0indirect
npm@uiw/react-md-editor^4.0.6indirect
npm@vitejs/plugin-react5.1.1indirect
npm@vitejs/plugin-react^4.3.1indirect
npm@vitejs/plugin-react^4.4.1indirect
npmajv^8.12.0indirect
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npmbaseline-browser-mapping^2.10.0indirect
npmbezier-easing2.1.0indirect
npmbody-parser^1.20.2indirect
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npmbrowserslist4.28.0indirect
npmcallsites3.1.0indirect
npmcaniuse-lite1.0.30001756indirect
npmchalk^5.3.0indirect
npmchokidar^4.0.3indirect
npmcli-table3^0.6.5indirect
npmclsx2.1.1indirect
npmcommander^12.1.0indirect
npmconvert-source-map1.9.0indirect
npmconvert-source-map2.0.0indirect
npmcors^2.8.5indirect
npmcosmiconfig7.1.0indirect
npmcron-parser^5.6.2indirect
npmcronstrue^2.50.0indirect
npmcsstype3.2.3indirect
npmd3-array2.12.1indirect
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npmd3-path1.0.9indirect
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npmd3-sankey0.12.3indirect
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npmd3-time3.1.0indirect
npmd3-time-format4.1.0indirect
npmd3-timer3.0.1indirect
npmdayjs1.11.19indirect
npmdayjs^1.11.13indirect
npmdebug4.4.3indirect
npmdecimal.js-light2.5.1indirect
npmdom-helpers5.2.1indirect
npmdpop2.1.1indirect
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npmeslint^8.50.0indirect
npmeslint-config-prettier9.1.0indirect
npmeslint-config-prettier^9.1.0indirect
npmeslint-plugin-prettier5.2.1indirect
npmeslint-plugin-prettier^5.2.1indirect
npmeslint-plugin-storybook^0.11.4indirect
npmeventemitter35.0.1indirect
npmexpress^4.21.0indirect
npmextract-zip^2.0.1indirect
npmfast-equals4.0.3indirect
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npmfind-root1.1.0indirect
npmflatqueue3.0.0indirect
npmfs-extra^11.3.3indirect
npmfsevents2.3.2indirect
npmfsevents2.3.3indirect
npmfunction-bind1.1.2indirect
npmgensync1.0.0-beta.2indirect
npmglobals^15.9.0indirect
npmgts^6.0.2indirect
npmhandlebars^4.7.8indirect
npmhasown2.0.2indirect
npmhoist-non-react-statics3.3.2indirect
npmhttp-proxy-middleware^3.0.5indirect
npmimmer10.2.0indirect
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npminternmap1.0.1indirect
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npmjson52.2.3indirect
npmk6^0.0.0indirect
npmlines-and-columns1.2.4indirect
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npmloose-envify1.4.0indirect
npmlru-cache5.1.1indirect
npmlunr^2.3.6indirect
npmmarkdown-to-jsx^7.7.6indirect
npmmock-aws-s3^4.0.2indirect
npmmorgan^1.10.0indirect
npmms2.1.3indirect
npmnanoid3.3.11indirect
npmnock^14.0.1indirect
npmnode-cron^3.0.3indirect
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npmobject-assign4.1.1indirect
npmopenapi-typescript^6.7.6indirect
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npmplaywright1.56.1indirect
npmplaywright-core1.56.1indirect
npmpostcss8.5.6indirect
npmprettier^3.0.0indirect
npmprop-types15.8.1indirect
npmreact-colorful^5.6.1indirect
npmreact-draggable4.5.0indirect
npmreact-grid-layout1.5.2indirect
npmreact-is16.13.1indirect
npmreact-is19.2.0indirect
npmreact-redux9.2.0indirect
npmreact-refresh0.18.0indirect
npmreact-resizable3.0.5indirect
npmreact-router-dom^7.6.2indirect
npmreact-transition-group4.4.5indirect
npmrecharts3.4.1indirect
npmrecursive-readdir^2.2.3indirect
npmredux5.0.1indirect
npmredux-thunk3.1.0indirect
npmreselect5.1.1indirect
npmresize-observer-polyfill1.5.1indirect
npmresolve1.22.11indirect
npmresolve-from4.0.0indirect
npmrimraf^5.0.1indirect
npmrollup4.45.1indirect
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npmsemver6.3.1indirect
npmshiki^1.16.3indirect
npmsimple-git^3.28.0indirect
npmsinon^19.0.4indirect
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npmsource-map-js1.2.1indirect
npmspeccy^0.11.0indirect
npmstylis4.2.0indirect
npmsupertest^7.0.0indirect
npmsupports-preserve-symlinks-flag1.0.0indirect
npmtiny-invariant1.3.3indirect
npmtinyglobby0.2.15indirect
npmtypescript5.9.3indirect
npmtypescript^5.3.3indirect
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npmuuid11.1.0indirect
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npmvictory-vendor37.3.6indirect
npmvite7.2.4indirect
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npmvite-plugin-svgr^4.3.0indirect
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PyPIattrsindirect
PyPIhttpxindirect
PyPIpydanticindirect
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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 v0.15.0 — full methodology · metrics wiki.

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