Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-10 14:41 UTC

lablup / backend.ai-webui

Backend.AI Web UI for web / desktop app (Windows/Linux/macOS). Backend.AI Web UI provides a convenient environment for users, while allowing various commands to be executed without CLI. It also provides some visual features that are not provided by the CLI, such as dashboards and statistics.

TypeScriptLGPL-3.0★ 133 stars⑂ 82 forkssince Oct 2018View on GitHub ↗
KindWeb interfaceLibraryNetwork serviceCommand-line toolDesktop applicationhow this is determined

lablup/backend.ai-webui holds a health index of 93 out of 100, placing it in the Exceptional band. It scores highest on Vitality (96/100) and lowest on Security (57/100). It was last updated today. 2 contributors account for most of its recent work.

93
overall / 100
Exceptional

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.

93
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 79 is calibrated to 93 on the published index scale (record calibration 2026-08-02).

Ownership

LablupOrganization · verified domain
180 followers151 public repossince Mar 2015

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
npmbackend.ai-webui—-0—

Metrics by category

Vitality

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

96Exceptional · 21% of overall

Development activity

100Exceptional
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 2,042 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year2,042
human_commit_share0.99
days_since_last_push0
active_weeks_last_year52
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 1 days ago
27/27Release cadence — a release every ~5.5 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv26.9.0-rc.4
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases5.5

Community & Adoption

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

63Moderate · 17% of overall
How it's scored
34.4/60Stars — 133 stars
15.9/25Forks — 82 forks
5.6/15Watchers — 11 watchers
Inputs used
forks82
stars133
watchers11
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (LGPL-3.0)
0/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges2
has_contributingno
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateyes

Sustainability & Governance

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

78Good · 23% of overall
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
11.3/22.5Commit distribution — top contributor authored 50% of commits
13.5/13.5Contributor breadth — 66 contributors
10/10OpenSSF Scorecard: Contributors — project has 61 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled66
top_contributor_share0.497
How it's scored
40.3/42Issue resolution — 96% of issues closed
25.8/30PR acceptance — 4,115/4,779 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
12/15OpenSSF Scorecard: Code-Review — Found 26/29 approved changesets -- score normalized to 8
Inputs used
merged_prs4,115
open_issues192
closed_issues4,453
prs_merged_7d50
prs_decided_7d57
prs_merged_30d50
prs_decided_30d57
issue_closed_ratio0.959
closed_unmerged_prs664
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
16.2/25Owner reach — 180 followers of lablup
25/25Track record — 151 public repos, account ~11 yr old
Inputs used
followers180
owner_typeOrganization
is_verifiedyes
owner_loginlablup
public_repos151
account_age_days4,210
How it's scored
25/25Published & resolvable — 1 package(s) on npm
0/35Publish recency — no data
4/20Version history — 0 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesbackend.ai-webui
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?

94Exceptional · 19% of overall
How it's scored
24/24CI workflows — 20 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.js, eslint.config.mjs
0/9.6Pre-commit hooks
6.4/6.4.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_editorconfigyes
has_linter_configyes
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://www.backend.ai
10/10Repository description
10/10Topics — 8 topics
10/10Wiki
Inputs used
topicselectron, websocket-proxy, backend, desktop, backendai, lit-element, webcomponent, reactjs
has_wikiyes
homepagehttps://www.backend.ai
docs_sitehttps://www.backend.ai
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

57Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/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
6/7.5Code-Review — Found 26/29 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 61 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 8 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
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file 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
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.3
Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.
How it's scored
3.6/35Direct dependencies free of known advisories — 6 affected: dompurify catalog: (critical 10.0), lodash-es catalog: (critical 9.1), marked catalog: (high 7.5), +3 more
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
18.2/40No advisories left outstanding — 6 advisory-carrying package(s) unaddressed past 90 days; oldest published 3,242 days ago
Inputs used
sourceosv
advisories40
affected_packages7
assessed_packages90
unassessed_packages100
affected_by_severitycritical 2, high 3, moderate 1, low 1
direct_affected_packages6
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 90 resolved dependencies against OSV. 100 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.

92Excellent · 4% of overall
How it's scored
45/45Agent instructions — .github/copilot-instructions.md, .github/instructions/adr.instructions.md, .github/instructions/docs.instructions.md, .github/instructions/e2e.instructions.md, .github/instructions/i18n.instructions.md, .github/instructions/react.instructions.md, .github/instructions/storybook.instructions.md, AGENTS.md, CLAUDE.md, packages/backend.ai-webui-docs/CLAUDE.md, react/AGENTS.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 99 of 99 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share1
agent_instruction_files.github/copilot-instructions.md, .github/instructions/adr.instructions.md, .github/instructions/docs.instructions.md, .github/instructions/e2e.instructions.md, .github/instructions/i18n.instructions.md, .github/instructions/react.instructions.md, .github/instructions/storybook.instructions.md, AGENTS.md, CLAUDE.md, packages/backend.ai-webui-docs/CLAUDE.md, react/AGENTS.md
agent_instruction_max_bytes26,498
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — eslint.config.js, eslint.config.mjs
11/11Static type checking — packages/backend.ai-agent-cli/tsconfig.json, packages/backend.ai-client/tsconfig.json, packages/backend.ai-docs-toolkit/tsconfig.json, packages/backend.ai-ui/tsconfig.json, react/tsconfig.json, tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 54 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 1 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
lockfilespnpm-lock.yaml
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configspackages/backend.ai-agent-cli/tsconfig.json, packages/backend.ai-client/tsconfig.json, packages/backend.ai-docs-toolkit/tsconfig.json, packages/backend.ai-ui/tsconfig.json, react/tsconfig.json, tsconfig.json
agent_commit_share0.54
toolchain_manifests—
dependency_bot_commit_share0.01
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
54.8/55Manageable file sizes — 10/2,579 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes116,946
source_files_sampled2,579
oversized_source_files10
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — data/client-directives.graphql, data/schema.graphql
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_filesdata/client-directives.graphql, data/schema.graphql
interfaces_expected_ofnetwork-service

Key facts

133GitHub stars
66contributors
2,042commits, last 12 months
0days since last push
100releases
2bus factor
192open issues
npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 82 ⇿
0Stars
82Forks
99Releases

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.

01325385063757142019-112023-042026-08
Major 0Minor 11Patch 49

Each point covers 7 days.

OpenSSF Scorecard 6.3 / 10
6.3aggregate

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 · 2026-09-10 14:40 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/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
8Code-ReviewFound 26/29 approved changesets -- score normalized to 8
10Contributorsproject has 61 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 8 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
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 95
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All dependencies 190

Full resolved dependency set from the GitHub dependency graph: 90 direct and 100 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npm@types/fontkit^2.0.9indirect
npm@types/jestcatalog:indirect
npm@types/lodashcatalog:indirect
npm@types/lodash-escatalog:indirect
npm@types/nodecatalog:indirect
npm@types/reactcatalog:indirect
npm@types/react-copy-to-clipboardcatalog:indirect
npm@types/react-domcatalog:indirect
npm@types/react-relaycatalog:indirect
npm@types/react-test-renderer^19.1.0indirect
npm@types/relay-runtimecatalog:indirect
npm@types/relay-test-utilscatalog:indirect
npm@vitejs/plugin-react^4.7.0indirect
npm@vitest/coverage-v8^4.1.10indirect
npm@vueless/storybook-dark-mode^10.0.8indirect
npmbabel-plugin-react-compilercatalog:indirect
npmbabel-plugin-relay^20.1.1indirect
npmbabel-preset-react-app^10.1.0indirect
npmbaseline-browser-mapping^2.11.12indirect
npmcaniuse-lite^1.0.30001807indirect
npmcompression^1.8.1indirect
npmcrypto-es^2.1.0indirect
npmeslintcatalog:indirect
npmeslint-plugin-importcatalog:indirect
npmeslint-plugin-json-schema-validatorcatalog:indirect
npmeslint-plugin-reactcatalog:indirect
npmeslint-plugin-react-hookscatalog:indirect
npmeslint-plugin-relay^2.0.0indirect
npmeslint-plugin-storybook^10.5.7indirect
npmfast-glob^3.3.3indirect
npmfontkit^2.0.4indirect
npmglobalscatalog:indirect
npmhandlebars^4.7.9indirect
npmjsdom^29.1.1indirect
npmjsonc-eslint-parsercatalog:indirect
npmpdf-lib^1.17.1indirect
npmplaywright^1.58.2indirect
npmpnpm12.4.0indirect
npmprettier-plugin-sort-jsoncatalog:indirect
npmprop-types^15.8.1indirect
npmreact-draggable^4.7.1indirect
npmreact-grab^0.1.50indirect
npmreact-test-renderer^19.2.8indirect
npmrelay-compilercatalog:indirect
npmrelay-test-utilscatalog:indirect
npmsharp^0.35.4indirect
npmstorybook^10.5.7indirect
npmtsup^8.5.0indirect
npmtsx^4.21.0indirect
npmtypescript-eslintcatalog:indirect
npmunplugin^2.3.11indirect
npmvite^6.4.3indirect
npmvite-plugin-checker^0.9.3indirect
npmvite-plugin-dts^4.5.4indirect
npmvite-plugin-node-polyfills^0.26.0indirect
npmvite-plugin-pwa^1.3.0indirect
npmvite-plugin-relay-lite^0.11.0indirect
npmvite-plugin-svgr^4.5.0indirect
npmvitest^4.1.10indirect
npmvitest^4.1.4indirect
Dependency advisories 7

This repository publishes no package the index resolves, so its own dependency graph was assessed — 90 packages, which also include development and test pins that never ship: 7 carry known advisories, of which 6 are direct. 100 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
dompurifycatalog:directcritical223.4.13
lodash-escatalog:directcritical34.18.0
markedcatalog:directhigh94.0.10
smol-tomlcatalog:directhigh31.7.1
uuidcatalog:directhigh113.0.1
i18nextcatalog:directmoderate11.10.3
@babel/corecatalog:indirectlow18.0.0-rc.6

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 — npm.