Public record
Software health reportschema 0.17.0 · metrics 1.13.0 · 2026-07-21 08:01 UTC

jupyterlab / jupyter-chat

An extension to add a chat panel to JupyterLab

TypeScriptBSD-3-Clause★ 39 stars⑂ 36 forkssince Feb 2024View on GitHub ↗
#jupyterlab-extension#chat

jupyterlab/jupyter-chat holds a health index of 76 out of 100, placing it in the Good band. It scores highest on Vitality (91/100) and lowest on AI Readiness (56/100). It was last updated today. 2 contributors account for most of its recent work.

76
overall / 100
Good

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

76
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.

Ownership

JupyterLabOrganization
1,582 followers67 public repossince Oct 2016

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npm@jupyter/chat0.22.13,2514545 days agojupyterjupyterlabjupyterlab-extension
npmjupyterlab-chat0.22.11,0393945 days agojupyterjupyterlabjupyterlab-extension
PyPIjupyterlab_chat0.22.1-4045 days agojupyterjupyterlabjupyterlab-extension
npmjupyterlab-chat-extension0.22.19463945 days agojupyterjupyterlabjupyterlab-extension

Metrics by category

Vitality

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

91Excellent · 22% of overall

Development activity

91Excellent
How it's scored
36/36Push recency — last push 0 days ago
27/36Commit cadence — 39/52 weeks with commits
18/18Commit volume — 144 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year144
human_commit_share—
days_since_last_push0
active_weeks_last_year39

Release discipline

90Excellent
How it's scored
27/27Ships releases — 45 releases published
36/36Release recency — latest release 4 days ago
27/27Release cadence — a release every ~15.2 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count45
latest_release_tagv0.23.0alpha4
releases_from_tagsno
days_since_latest_release4
mean_days_between_releases15.2

Community & Adoption

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

56Moderate · 18% of overall

Popularity & adoption

44At risk
How it's scored
25.6/60Stars — 39 stars
12.9/25Forks — 36 forks
5/15Watchers — 9 watchers
Inputs used
forks36
stars39
watchers9
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonbelow_threshold

Community health

65Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (BSD-3-Clause)
0/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno

Ecosystem adoption (downloads)

62Moderate
How it's scored
49.6/80Monthly downloads — 5,236 downloads/month across npm, pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packages@jupyter/chat, jupyterlab-chat, jupyterlab_chat, jupyterlab-chat-extension
dependents—
ecosystemsnpm, pypi
total_downloads—
monthly_downloads5,236
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?

77Good · 24% of overall

Maintainer resilience (bus factor)

60Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
11.4/22.5Commit distribution — top contributor authored 50% of commits
13.5/13.5Contributor breadth — 25 contributors
10/10OpenSSF Scorecard: Contributors — project has 40 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled25
top_contributor_share0.495

Issue & PR responsiveness

78Good
How it's scored
33.1/46.8Issue resolution — 71% of issues closed
35.6/38.3PR acceptance — 266/286 decided PRs merged
9/15OpenSSF Scorecard: Code-Review — Found 17/27 approved changesets -- score normalized to 6
Inputs used
merged_prs266
open_issues44
closed_issues107
issue_closed_ratio0.709
closed_unmerged_prs20

Ownership & stewardship

78Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
23/25Owner reach — 1,582 followers of jupyterlab
25/25Track record — 67 public repos, account ~9 yr old
Inputs used
followers1,582
owner_typeOrganization
is_verified—
owner_loginjupyterlab
public_repos67
account_age_days3,568

Package maintenance

100Excellent
How it's scored
25/25Published & resolvable — 4 package(s) on npm, pypi
35/35Publish recency — latest publish 45 days ago
20/20Version history — 45 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packages@jupyter/chat, jupyterlab-chat, jupyterlab_chat, jupyterlab-chat-extension
ecosystemsnpm, pypi
any_deprecatedno
min_days_since_publish45

Engineering Quality

Are baseline engineering and documentation practices in place?

90Excellent · 20% of overall

Engineering practices

84Good
How it's scored
24/24CI workflows — 11 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.mjs
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 25 out of 25 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

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://jupyter-chat.readthedocs.io/en/latest/
10/10Repository description
10/10Topics — 2 topics
10/10Wiki
Inputs used
topicsjupyterlab-extension, chat
has_wikiyes
homepagehttps://jupyter-chat.readthedocs.io/en/latest/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

62Moderate · 16% of overall

Security posture

52Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 25 out of 25 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
4.5/7.5Code-Review — Found 17/27 approved changesets -- score normalized to 6
2.5/2.5Contributors — project has 40 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 13 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
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
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
0/7.5Vulnerabilities — 25 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.2
Excluded from scoring (no data or not applicable): packaging. Remaining weights renormalized.

Dependency advisories

100Excellent
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages354
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:@jupyter/chat@0.22.1 runtime dependency closure — what installing the published package pulls in — 354 packages. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

56Moderate · 0% of overall

Agent context & guidance

1Critical
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share—
agent_instruction_files—
agent_instruction_max_bytes—
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

88Excellent
How it's scored
18/18One-command bootstrap — docs/Makefile
22/22Automated tests
11/11Lint / format config — eslint.config.mjs
11/11Static type checking — docs/jupyter-chat-example/tsconfig.json, packages/jupyter-chat/tsconfig.json, packages/jupyterlab-chat-extension/tsconfig.json, packages/jupyterlab-chat/tsconfig.json, python/jupyterlab-chat/jupyterlab_chat/py.typed, tsconfig.json
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesyarn.lock
has_dockerfileno
typed_languageyes
bootstrap_filesdocs/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configsdocs/jupyter-chat-example/tsconfig.json, packages/jupyter-chat/tsconfig.json, packages/jupyterlab-chat-extension/tsconfig.json, packages/jupyterlab-chat/tsconfig.json, python/jupyterlab-chat/jupyterlab_chat/py.typed, 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.

Code legibility for models

100Excellent
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
55/55Manageable file sizes — 0/130 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes47,676
source_files_sampled130
oversized_source_files0

Machine-readable interfaces

40At risk
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — notebooks
Inputs used
example_dirsnotebooks
has_mcp_signalno
api_schema_files—

Key facts

39GitHub stars
25contributors
144commits, last 12 months
0days since last push
45releases
2bus factor
44open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Could not fetch pypi package 'jupyter_chat_root' from its registry

More detail

Star and fork history 39 ★ / 0 ⇿
39Stars

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.

0102030403932024-022025-042026-06

Each point covers 3 days.

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 · 2026-07-21 08:00 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests25 out of 25 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
6Code-ReviewFound 17/27 approved changesets -- score normalized to 6
10Contributorsproject has 40 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 13 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
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities25 existing vulnerabilities detected
Direct dependencies 79
RegistryPackageVersion constraintManifest
npm@emotion/react^11.10.5packages/jupyter-chat/package.json
npm@emotion/styled^11.10.5packages/jupyter-chat/package.json
npm@jupyter/react-components^0.15.2packages/jupyter-chat/package.json
npm@jupyter/ydoc^3.0.0 || ^4.0.0packages/jupyter-chat/package.json
npm@jupyterlab/application^4.6.0packages/jupyter-chat/package.json
npm@jupyterlab/apputils^4.7.0packages/jupyter-chat/package.json
npm@jupyterlab/codeeditor^4.6.0packages/jupyter-chat/package.json
npm@jupyterlab/codemirror^4.6.0packages/jupyter-chat/package.json
npm@jupyterlab/docmanager^4.6.0packages/jupyter-chat/package.json
npm@jupyterlab/docregistry^4.6.0packages/jupyter-chat/package.json
npm@jupyterlab/filebrowser^4.6.0packages/jupyter-chat/package.json
npm@jupyterlab/fileeditor^4.6.0packages/jupyter-chat/package.json
npm@jupyterlab/notebook^4.6.0packages/jupyter-chat/package.json
npm@jupyterlab/observables^5.6.0packages/jupyter-chat/package.json
npm@jupyterlab/rendermime^4.6.0packages/jupyter-chat/package.json
npm@jupyterlab/translation^4.6.0packages/jupyter-chat/package.json
npm@jupyterlab/ui-components^4.6.0packages/jupyter-chat/package.json
npm@lumino/algorithm^2.0.4packages/jupyter-chat/package.json
npm@lumino/commands^2.3.3packages/jupyter-chat/package.json
npm@lumino/coreutils^2.2.2packages/jupyter-chat/package.json
npm@lumino/disposable^2.1.5packages/jupyter-chat/package.json
npm@lumino/polling^2.1.5packages/jupyter-chat/package.json
npm@lumino/signaling^2.1.5packages/jupyter-chat/package.json
npm@lumino/widgets^2.8.0packages/jupyter-chat/package.json
npm@mui/icons-material^7.3.2packages/jupyter-chat/package.json
npm@mui/material^7.3.2packages/jupyter-chat/package.json
npmclsx^2.1.0packages/jupyter-chat/package.json
npmreact^18.2.0packages/jupyter-chat/package.json
npmreact-dom^18.2.0packages/jupyter-chat/package.json
npm@jupyter-notebook/application^7.6.0packages/jupyterlab-chat-extension/package.json
npm@jupyter/collaborative-drive^4.4.0 || ^5.0.0-alpha.0packages/jupyterlab-chat-extension/package.json
npm@jupyter/ydoc^3.0.0 || ^4.0.0packages/jupyterlab-chat-extension/package.json
npm@jupyterlab/application^4.6.0packages/jupyterlab-chat-extension/package.json
npm@jupyterlab/apputils^4.7.0packages/jupyterlab-chat-extension/package.json
npm@jupyterlab/codemirror^4.6.0packages/jupyterlab-chat-extension/package.json
npm@jupyterlab/coreutils^6.6.0packages/jupyterlab-chat-extension/package.json
npm@jupyterlab/docregistry^4.6.0packages/jupyterlab-chat-extension/package.json
npm@jupyterlab/filebrowser^4.6.0packages/jupyterlab-chat-extension/package.json
npm@jupyterlab/launcher^4.6.0packages/jupyterlab-chat-extension/package.json
npm@jupyterlab/notebook^4.6.0packages/jupyterlab-chat-extension/package.json
npm@jupyterlab/rendermime^4.6.0packages/jupyterlab-chat-extension/package.json
npm@jupyterlab/services^7.6.0packages/jupyterlab-chat-extension/package.json
npm@jupyterlab/settingregistry^4.6.0packages/jupyterlab-chat-extension/package.json
npm@jupyterlab/translation^4.6.0packages/jupyterlab-chat-extension/package.json
npm@jupyterlab/ui-components^4.6.0packages/jupyterlab-chat-extension/package.json
npm@lumino/commands^2.3.3packages/jupyterlab-chat-extension/package.json
npm@lumino/coreutils^2.2.2packages/jupyterlab-chat-extension/package.json
npm@lumino/signaling^2.1.5packages/jupyterlab-chat-extension/package.json
npm@lumino/widgets^2.8.0packages/jupyterlab-chat-extension/package.json
npmjupyterlab-chat^0.23.0-alpha.4packages/jupyterlab-chat-extension/package.json
npmreact^18.2.0packages/jupyterlab-chat-extension/package.json
npmy-protocols^1.0.5packages/jupyterlab-chat-extension/package.json
npmyjs^13.5.40packages/jupyterlab-chat-extension/package.json
npm@jupyter/chat^0.23.0-alpha.4packages/jupyterlab-chat/package.json
npm@jupyter/collaborative-drive^4.4.0 || ^5.0.0-alpha.0packages/jupyterlab-chat/package.json
npm@jupyter/ydoc^3.0.0 || ^4.0.0packages/jupyterlab-chat/package.json
npm@jupyterlab/application^4.6.0packages/jupyterlab-chat/package.json
npm@jupyterlab/apputils^4.7.0packages/jupyterlab-chat/package.json
npm@jupyterlab/coreutils^6.6.0packages/jupyterlab-chat/package.json
npm@jupyterlab/docmanager^4.6.0packages/jupyterlab-chat/package.json
npm@jupyterlab/docregistry^4.6.0packages/jupyterlab-chat/package.json
npm@jupyterlab/launcher^4.6.0packages/jupyterlab-chat/package.json
npm@jupyterlab/notebook^4.6.0packages/jupyterlab-chat/package.json
npm@jupyterlab/rendermime^4.6.0packages/jupyterlab-chat/package.json
npm@jupyterlab/services^7.6.0packages/jupyterlab-chat/package.json
npm@jupyterlab/settingregistry^4.6.0packages/jupyterlab-chat/package.json
npm@jupyterlab/translation^4.6.0packages/jupyterlab-chat/package.json
npm@jupyterlab/ui-components^4.6.0packages/jupyterlab-chat/package.json
npm@lumino/commands^2.3.3packages/jupyterlab-chat/package.json
npm@lumino/coreutils^2.2.2packages/jupyterlab-chat/package.json
npm@lumino/signaling^2.1.5packages/jupyterlab-chat/package.json
npm@lumino/widgets^2.8.0packages/jupyterlab-chat/package.json
npmreact^18.2.0packages/jupyterlab-chat/package.json
npmy-protocols^1.0.5packages/jupyterlab-chat/package.json
npmyjs^13.5.40packages/jupyterlab-chat/package.json
PyPIjupyter_collaboration>=4,<6python/jupyterlab-chat/pyproject.toml
PyPIjupyter_server>=2.0.1,<3python/jupyterlab-chat/pyproject.toml
PyPIjupyter_ydoc>=3.0.0,<5.0.0python/jupyterlab-chat/pyproject.toml
PyPIpycrdt>=0.12.48,<0.15.0python/jupyterlab-chat/pyproject.toml
All dependencies 1,365

Full resolved dependency set from the GitHub dependency graph: 95 direct and 1,270 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@emotion/react11.11.4direct
npm@emotion/react^11.10.5direct
npm@emotion/styled11.11.5direct
npm@emotion/styled^11.10.5direct
npm@jupyter-notebook/application7.6.0direct
npm@jupyter-notebook/application^7.6.0direct
npm@jupyter/chat^0.23.0-alpha.4direct
npm@jupyter/collaborative-drive5.0.0-alpha.0direct
npm@jupyter/collaborative-drive^4.4.0 || ^5.0.0-alpha.0direct
npm@jupyter/react-components0.15.3direct
npm@jupyter/react-components0.16.7direct
npm@jupyter/react-components^0.15.2direct
npm@jupyter/ydoc4.0.0direct
npm@jupyter/ydoc4.1.1direct
npm@jupyter/ydoc^3.0.0 || ^4.0.0direct
npm@jupyterlab/application4.6.0direct
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npm@jupyterlab/apputils4.7.0direct
npm@jupyterlab/apputils^4.3.0direct
npm@jupyterlab/apputils^4.7.0direct
npm@jupyterlab/codeeditor4.6.0direct
npm@jupyterlab/codeeditor^4.6.0direct
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npm@jupyterlab/codemirror^4.6.0direct
npm@jupyterlab/coreutils6.6.0direct
npm@jupyterlab/coreutils6.6.1direct
npm@jupyterlab/coreutils^6.6.0direct
npm@jupyterlab/docmanager4.6.0direct
npm@jupyterlab/docmanager^4.6.0direct
npm@jupyterlab/docregistry4.6.0direct
npm@jupyterlab/docregistry^4.6.0direct
npm@jupyterlab/filebrowser4.6.0direct
npm@jupyterlab/filebrowser^4.6.0direct
npm@jupyterlab/fileeditor4.6.0direct
npm@jupyterlab/fileeditor^4.6.0direct
npm@jupyterlab/launcher4.6.0direct
npm@jupyterlab/launcher^4.6.0direct
npm@jupyterlab/notebook4.6.0direct
npm@jupyterlab/notebook^4.2.0direct
npm@jupyterlab/notebook^4.6.0direct
npm@jupyterlab/observables5.6.0direct
npm@jupyterlab/observables^5.6.0direct
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npm@jupyterlab/rendermime^4.6.0direct
npm@jupyterlab/services7.6.0direct
npm@jupyterlab/services7.6.1direct
npm@jupyterlab/services^7.6.0direct
npm@jupyterlab/settingregistry4.6.0direct
npm@jupyterlab/settingregistry4.6.1direct
npm@jupyterlab/settingregistry^4.2.0direct
npm@jupyterlab/settingregistry^4.6.0direct
npm@jupyterlab/translation4.6.0direct
npm@jupyterlab/translation^4.6.0direct
npm@jupyterlab/ui-components4.6.0direct
npm@jupyterlab/ui-components^4.6.0direct
npm@lumino/algorithm2.0.4direct
npm@lumino/algorithm^2.0.4direct
npm@lumino/commands2.3.3direct
npm@lumino/commands^2.3.3direct
npm@lumino/coreutils2.2.2direct
npm@lumino/coreutils^2.0.0direct
npm@lumino/coreutils^2.2.2direct
npm@lumino/disposable2.1.5direct
npm@lumino/disposable^2.1.5direct
npm@lumino/polling2.1.5direct
npm@lumino/polling^2.1.5direct
npm@lumino/signaling2.1.5direct
npm@lumino/signaling^2.1.5direct
npm@lumino/widgets2.8.0direct
npm@lumino/widgets^2.8.0direct
npm@mui/icons-material7.3.2direct
npm@mui/icons-material^7.3.2direct
npm@mui/material7.3.2direct
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Dependency advisories 0

Installing npm:@jupyter/chat@0.22.1 pulls in 354 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

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
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                "key": "release_cadence",
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                "key": "openssf_scorecard_signed_releases",
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          },
          {
            "key": "abandonment",
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              {
                "key": "watchers",
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                "key": "openssf_scorecard_contributors",
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                "max_points": 10
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          {
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                "max_points": 46.75
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                "key": "owner_reach",
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                "key": "track_record",
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          {
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                "key": "not_deprecated",
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        ],
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                "key": "ci_workflows",
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              {
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        ],
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                "key": "cii_best_practices",
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              },
              {
                "key": "dependency_update_tool",
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                "key": "fuzzing",
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              },
              {
                "key": "license",
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              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "25 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:@jupyter/chat@0.22.1 runtime dependency closure — what installing the published package pulls in — 354 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "npm:@jupyter/chat@0.22.1",
                  "assessed": 354
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 354,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "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": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "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": "excellent",
            "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": 354,
              "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": "excellent",
            "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"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 16
            },
            "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
              }
            ]
          }
        ],
        "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": 56,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 88,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "yarn.lock"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "docs/jupyter-chat-example/tsconfig.json",
                "packages/jupyter-chat/tsconfig.json",
                "packages/jupyterlab-chat-extension/tsconfig.json",
                "packages/jupyterlab-chat/tsconfig.json",
                "python/jupyterlab-chat/jupyterlab_chat/py.typed",
                "tsconfig.json"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "eslint.config.mjs",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.mjs"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "docs/jupyter-chat-example/tsconfig.json, packages/jupyter-chat/tsconfig.json, packages/jupyterlab-chat-extension/tsconfig.json, packages/jupyterlab-chat/tsconfig.json, python/jupyterlab-chat/jupyterlab_chat/py.typed, tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/jupyter-chat-example/tsconfig.json, packages/jupyter-chat/tsconfig.json, packages/jupyterlab-chat-extension/tsconfig.json, packages/jupyterlab-chat/tsconfig.json, python/jupyterlab-chat/jupyterlab_chat/py.typed, tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 47676,
              "source_files_sampled": 130,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/130 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 130,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "notebooks"
              ],
              "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": "notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Could not fetch pypi package 'jupyter_chat_root' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T08:01:11.477473Z",
  "schema_version": "0.17.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/jupyterlab/jupyter-chat.svg",
  "full_name": "jupyterlab/jupyter-chat",
  "license_state": "standard",
  "license_spdx": "BSD-3-Clause"
}

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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 v1.13.0, schema v0.17.0 — full methodology · metrics wiki.

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