Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-28 14:52 UTC

jupyter-widgets / ipyleaflet

A Jupyter - Leaflet.js bridge

TypeScript · PythonMIT★ 1,539 stars⑂ 365 forkssince May 2014View on GitHub ↗
#jupyterlab-extension#leaflet#visualization#jupyter

jupyter-widgets/ipyleaflet holds a health index of 63 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (81/100) and lowest on Vitality (40/100). It was last updated 82 days ago. 2 contributors account for most of its recent work.

63
overall / 100
Moderate

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.

63
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

Jupyter WidgetsOrganization
181 followers12 public repossince Feb 2017

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIipyleaflet0.20.0445,89782410 days agogisgraphicsipythonjupyterwidgets
npmjupyter-leaflet0.20.01,69581410 days agojupyterjupyterlabjupyterlab-extensionwidgets
PyPIjupyter-leaflet0.20.0411,3114410 days agogisgraphicsipythonjupyterwidgets

Metrics by category

Vitality

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

40At risk · 22% of overall

Development activity

27Critical
How it's scored
18/36Push recency — last push 82 days ago
2.1/36Commit cadence — 3/52 weeks with commits
6.3/18Commit volume — 4 commits in the last year
1/10OpenSSF Scorecard: Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
Inputs used
commits_last_year4
human_commit_share1
days_since_last_push82
active_weeks_last_year3

Release discipline

60Moderate
How it's scored
27/27Ships releases — 25 releases published
7.2/36Release recency — latest release 410 days ago
19.8/27Release cadence — a release every ~113.9 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count25
latest_release_tag0.20.0
releases_from_tagsno
days_since_latest_release410
mean_days_between_releases113.9
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?

75Good · 18% of overall

Popularity & adoption

83Good
How it's scored
51.7/60Stars — 1,539 stars
21.3/25Forks — 365 forks
9.9/15Watchers — 62 watchers
Inputs used
forks365
stars1,539
watchers62
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

50Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Ecosystem adoption (downloads)

99Excellent
How it's scored
79.1/80Monthly downloads — 858,903 downloads/month across npm, pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesipyleaflet, jupyter-leaflet, jupyter-leaflet
dependents—
ecosystemsnpm, pypi
total_downloads—
monthly_downloads858,903
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?

69Moderate · 24% of overall

Maintainer resilience (bus factor)

62Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
13.1/22.5Commit distribution — top contributor authored 42% of commits
13.5/13.5Contributor breadth — 83 contributors
10/10OpenSSF Scorecard: Contributors — project has 65 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled83
top_contributor_share0.419

Issue & PR responsiveness

72Good
How it's scored
26.9/46.8Issue resolution — 58% of issues closed
33.5/38.3PR acceptance — 533/608 decided PRs merged
12/15OpenSSF Scorecard: Code-Review — Found 25/30 approved changesets -- score normalized to 8
Inputs used
merged_prs533
open_issues269
closed_issues365
issue_closed_ratio0.576
closed_unmerged_prs75

Ownership & stewardship

66Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
16.2/25Owner reach — 181 followers of jupyter-widgets
20.1/25Track record — 12 public repos, account ~9 yr old
Inputs used
followers181
owner_typeOrganization
is_verified—
owner_loginjupyter-widgets
public_repos12
account_age_days3,446

Package maintenance

79Good
How it's scored
25/25Published & resolvable — 3 package(s) on npm, pypi
14/35Publish recency — latest publish 410 days ago
20/20Version history — 82 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesipyleaflet, jupyter-leaflet, jupyter-leaflet
ecosystemsnpm, pypi
any_deprecatedno
min_days_since_publish410

Engineering Quality

Are baseline engineering and documentation practices in place?

81Good · 20% of overall

Engineering practices

68Moderate
How it's scored
24/24CI workflows — 3 workflow(s)
24/24Tests present
16/16Linter config — .eslintrc.json
0/9.6Pre-commit hooks
0/6.4.editorconfig
4/20OpenSSF Scorecard: CI-Tests — 6 out of 27 merged PRs checked by a CI test -- score normalized to 2
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://ipyleaflet.readthedocs.io
10/10Repository description
10/10Topics — 4 topics
10/10Wiki
Inputs used
topicsjupyterlab-extension, leaflet, visualization, jupyter
has_wikiyes
homepagehttps://ipyleaflet.readthedocs.io
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

Security posture

40At risk
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
0.5/2.5CI-Tests — 6 out of 27 merged PRs checked by a CI test -- score normalized to 2
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6/7.5Code-Review — Found 25/30 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 65 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
0.8/7.5Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
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
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 83 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4
Excluded from scoring (no data or not applicable): packaging, signed_releases. 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_packages27
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 pypi:ipyleaflet@0.20.0 runtime dependency closure — what installing the published package pulls in — 27 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.

54Moderate · 0% of overall

Agent context & guidance

40At risk
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 77 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.77
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

54Moderate
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — .eslintrc.json
11/11Static type checking — python/jupyter_leaflet/tsconfig.json
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
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_files—
has_devcontainerno
has_linter_configyes
typecheck_configspython/jupyter_leaflet/tsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

99Excellent
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
54.3/55Manageable file sizes — 1/77 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes114,601
source_files_sampled77
oversized_source_files1

Machine-readable interfaces

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

Key facts

1,539GitHub stars
83contributors
4commits, last 12 months
82days since last push
25releases
2bus factor
269open 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 ★ / 365 ⇿
0Stars
365Forks
25Releases

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.

012525037535152014-052020-062026-07
Major 0Minor 8Patch 17

Each point covers 12 days.

OpenSSF Scorecard 4.0 / 10
4.0aggregate

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 · 2026-07-28 14:51 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
2CI-Tests6 out of 27 merged PRs checked by a CI test -- score normalized to 2
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
8Code-ReviewFound 25/30 approved changesets -- score normalized to 8
10Contributorsproject has 65 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
1Maintained2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
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
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities83 existing vulnerabilities detected
Direct dependencies 32
RegistryPackageVersion constraintManifest
npm@jupyterlab/galata^5.3.4ui-tests/package.json
npm@playwright/test^1.32.0ui-tests/package.json
npmklaw-sync^6.0.0ui-tests/package.json
npmrimraf^3.0.2ui-tests/package.json
PyPIipywidgets>=7.6.0,<9python/ipyleaflet/pyproject.toml
PyPItraittypes>=0.2.1,<3python/ipyleaflet/pyproject.toml
PyPIxyzservices>=2021.8.1python/ipyleaflet/pyproject.toml
PyPIbranca>=0.5.0python/ipyleaflet/pyproject.toml
PyPIjupyter_leaflet>=0.20,<0.21python/ipyleaflet/pyproject.toml
npm@geoman-io/leaflet-geoman-free^2.18.0python/jupyter_leaflet/package.json
npm@jupyter-widgets/base^2 || ^3 || ^4 || ^5 || ^6python/jupyter_leaflet/package.json
npmbuffer^6.0.3python/jupyter_leaflet/package.json
npmcrypto-browserify^3.12.0python/jupyter_leaflet/package.json
npmleaflet^1.7.1python/jupyter_leaflet/package.json
npmleaflet-ant-path^1.3.0python/jupyter_leaflet/package.json
npmleaflet-defaulticon-compatibility^0.1.1python/jupyter_leaflet/package.json
npmleaflet-draw^1.0.4python/jupyter_leaflet/package.json
npmleaflet-fullscreen^1.0.2python/jupyter_leaflet/package.json
npmleaflet-measure^3.1.0python/jupyter_leaflet/package.json
npmleaflet-rotatedmarker^0.2.0python/jupyter_leaflet/package.json
npmleaflet-search2.9.8python/jupyter_leaflet/package.json
npmleaflet-splitmap^1.0.3python/jupyter_leaflet/package.json
npmleaflet-transform^1.0.3python/jupyter_leaflet/package.json
npmleaflet-velocity^1.2.4python/jupyter_leaflet/package.json
npmleaflet.awesome-markers^2.0.5python/jupyter_leaflet/package.json
npmleaflet.markercluster^1.2.0python/jupyter_leaflet/package.json
npmleaflet.vectorgrid^1.3.0python/jupyter_leaflet/package.json
npmproj4^2.6.0python/jupyter_leaflet/package.json
npmproj4leaflet^1.0.1python/jupyter_leaflet/package.json
npmprotomaps-leaflet^1.24.0python/jupyter_leaflet/package.json
npmspin.js^4.1.0python/jupyter_leaflet/package.json
npmstream-browserify^3.0.0python/jupyter_leaflet/package.json
All dependencies 1,286

Full resolved dependency set from the GitHub dependency graph: 33 direct and 1,253 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@geoman-io/leaflet-geoman-free2.18.3direct
npm@jupyter-widgets/base6.0.11direct
npm@jupyterlab/galata5.0.10direct
npm@playwright/test1.40.1direct
npmbuffer6.0.3direct
npmcrypto-browserify3.12.1direct
npmklaw-sync6.0.0direct
npmleaflet1.9.4direct
npmleaflet-ant-path1.3.0direct
npmleaflet-defaulticon-compatibility0.1.2direct
npmleaflet-draw1.0.4direct
npmleaflet-fullscreen1.0.2direct
npmleaflet-measure3.1.0direct
npmleaflet-rotatedmarker0.2.0direct
npmleaflet-search2.9.8direct
npmleaflet-splitmap1.0.3direct
npmleaflet-transform1.0.3direct
npmleaflet-velocity1.9.2direct
npmleaflet.awesome-markers2.0.5direct
npmleaflet.markercluster1.5.3direct
npmleaflet.vectorgrid1.3.0direct
npmproj42.15.0direct
npmproj4leaflet1.0.2direct
npmprotomaps-leaflet1.24.2direct
npmrimraf2.7.1direct
npmrimraf3.0.2direct
npmspin.js4.1.2direct
npmstream-browserify3.0.0direct
PyPIbranca—direct
PyPIipywidgets—direct
PyPIjupyter-leaflet—direct
PyPItraittypes—direct
PyPIxyzservices—direct
npm@codemirror/autocomplete6.12.0indirect
npm@codemirror/commands6.3.3indirect
npm@codemirror/lang-cpp6.0.2indirect
npm@codemirror/lang-css6.2.1indirect
npm@codemirror/lang-html6.4.7indirect
npm@codemirror/lang-java6.0.1indirect
npm@codemirror/lang-javascript6.2.1indirect
npm@codemirror/lang-json6.0.1indirect
npm@codemirror/lang-markdown6.2.4indirect
npm@codemirror/lang-php6.0.1indirect
npm@codemirror/lang-python6.1.3indirect
npm@codemirror/lang-rust6.0.1indirect
npm@codemirror/lang-sql6.5.5indirect
npm@codemirror/lang-wast6.0.2indirect
npm@codemirror/lang-xml6.0.2indirect
npm@codemirror/language6.10.0indirect
npm@codemirror/legacy-modes6.3.3indirect
npm@codemirror/lint6.4.2indirect
npm@codemirror/search6.5.5indirect
npm@codemirror/state6.4.0indirect
npm@codemirror/view6.23.0indirect
npm@discoveryjs/json-ext0.5.7indirect
npm@eslint-community/eslint-utils4.6.1indirect
npm@eslint-community/regexpp4.12.1indirect
npm@eslint/eslintrc2.1.4indirect
npm@eslint/js8.57.1indirect
npm@fortawesome/fontawesome-free5.15.4indirect
npm@humanwhocodes/config-array0.13.0indirect
npm@humanwhocodes/module-importer1.0.1indirect
npm@humanwhocodes/object-schema2.0.3indirect
npm@iarna/cli2.2.0indirect
npm@isaacs/cliui8.0.2indirect
npm@isaacs/fs-minipass4.0.1indirect
npm@jridgewell/gen-mapping0.3.8indirect
npm@jridgewell/resolve-uri3.1.2indirect
npm@jridgewell/set-array1.2.1indirect
npm@jridgewell/source-map0.3.6indirect
npm@jridgewell/sourcemap-codec1.5.0indirect
npm@jridgewell/trace-mapping0.3.25indirect
npm@jupyter/ydoc1.1.1indirect
npm@jupyter/ydoc3.0.4indirect
npm@jupyterlab/application4.0.10indirect
npm@jupyterlab/apputils4.1.10indirect
npm@jupyterlab/attachments4.0.10indirect
npm@jupyterlab/builder4.4.0indirect
npm@jupyterlab/cells4.0.10indirect
npm@jupyterlab/codeeditor4.0.10indirect
npm@jupyterlab/codemirror4.0.10indirect
npm@jupyterlab/console4.0.10indirect
npm@jupyterlab/coreutils6.0.10indirect
npm@jupyterlab/coreutils6.4.0indirect
npm@jupyterlab/debugger4.0.10indirect
npm@jupyterlab/docmanager4.0.10indirect
npm@jupyterlab/docregistry4.0.10indirect
npm@jupyterlab/documentsearch4.0.10indirect
npm@jupyterlab/filebrowser4.0.10indirect
npm@jupyterlab/fileeditor4.0.10indirect
npm@jupyterlab/lsp4.0.10indirect
npm@jupyterlab/nbformat4.0.10indirect
npm@jupyterlab/nbformat4.4.0indirect
npm@jupyterlab/notebook4.0.10indirect
npm@jupyterlab/observables5.0.10indirect
npm@jupyterlab/outputarea4.0.10indirect
npm@jupyterlab/rendermime4.0.10indirect
npm@jupyterlab/rendermime-interfaces3.8.10indirect
npm@jupyterlab/services7.0.10indirect
npm@jupyterlab/services7.4.0indirect
npm@jupyterlab/settingregistry4.0.10indirect
npm@jupyterlab/settingregistry4.4.0indirect
npm@jupyterlab/statedb4.0.10indirect
npm@jupyterlab/statedb4.4.0indirect
npm@jupyterlab/statusbar4.0.10indirect
npm@jupyterlab/toc6.0.10indirect
npm@jupyterlab/translation4.0.10indirect
npm@jupyterlab/ui-components4.0.10indirect
npm@lezer/common1.2.1indirect
npm@lezer/cpp1.1.2indirect
npm@lezer/css1.1.7indirect
npm@lezer/generator1.6.0indirect
npm@lezer/highlight1.2.0indirect
npm@lezer/html1.3.8indirect
npm@lezer/java1.1.1indirect
npm@lezer/javascript1.4.13indirect
npm@lezer/json1.0.2indirect
npm@lezer/lr1.3.14indirect
npm@lezer/markdown1.2.0indirect
npm@lezer/php1.0.2indirect
npm@lezer/python1.1.11indirect
npm@lezer/rust1.0.2indirect
npm@lezer/xml1.0.4indirect
npm@lumino/algorithm2.0.1indirect
npm@lumino/algorithm2.0.3indirect
npm@lumino/application2.3.0indirect
npm@lumino/application2.4.3indirect
npm@lumino/collections2.0.1indirect
npm@lumino/collections2.0.3indirect
npm@lumino/commands2.2.0indirect
npm@lumino/commands2.3.2indirect
npm@lumino/coreutils2.1.2indirect
npm@lumino/coreutils2.2.1indirect
npm@lumino/datagrid2.3.0indirect
npm@lumino/disposable2.1.2indirect
npm@lumino/disposable2.1.4indirect
npm@lumino/domutils2.0.1indirect
npm@lumino/domutils2.0.3indirect
npm@lumino/dragdrop2.1.4indirect
npm@lumino/dragdrop2.1.6indirect
npm@lumino/keyboard2.0.1indirect
npm@lumino/keyboard2.0.3indirect
npm@lumino/messaging2.0.1indirect
npm@lumino/messaging2.0.3indirect
npm@lumino/polling2.1.2indirect
npm@lumino/polling2.1.4indirect
npm@lumino/properties2.0.1indirect
npm@lumino/properties2.0.3indirect
npm@lumino/signaling2.1.2indirect
npm@lumino/signaling2.1.4indirect
npm@lumino/virtualdom2.0.1indirect
npm@lumino/virtualdom2.0.3indirect
npm@lumino/widgets2.3.1indirect
npm@lumino/widgets2.7.0indirect
npm@mapbox/point-geometry0.1.0indirect
npm@mapbox/unitbezier0.0.0indirect
npm@mapbox/vector-tile1.3.1indirect
npm@nodelib/fs.scandir2.1.5indirect
npm@nodelib/fs.stat2.0.5indirect
npm@nodelib/fs.walk1.2.8indirect
npm@npmcli/agent2.2.0indirect
npm@npmcli/agent3.0.0indirect
npm@npmcli/fs3.1.0indirect
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npm@pkgjs/parseargs0.11.0indirect
npm@rjsf/core5.16.1indirect
npm@rjsf/utils5.16.1indirect
npm@rjsf/utils5.24.8indirect
npm@rtsao/scc1.1.0indirect
npm@stdlib/array0.0.12indirect
npm@stdlib/assert0.0.12indirect
npm@stdlib/bigint0.0.11indirect
npm@stdlib/blas0.0.12indirect
npm@stdlib/buffer0.0.11indirect
npm@stdlib/cli0.0.10indirect
npm@stdlib/complex0.0.12indirect
npm@stdlib/constants0.0.11indirect
npm@stdlib/fs0.0.12indirect
npm@stdlib/math0.0.11indirect
npm@stdlib/ndarray0.0.13indirect
npm@stdlib/nlp0.0.11indirect
npm@stdlib/number0.0.10indirect
npm@stdlib/os0.0.12indirect
npm@stdlib/process0.0.12indirect
npm@stdlib/random0.0.12indirect
npm@stdlib/regexp0.0.13indirect
npm@stdlib/stats0.0.13indirect
npm@stdlib/streams0.0.12indirect
npm@stdlib/strided0.0.12indirect
npm@stdlib/string0.0.14indirect
npm@stdlib/symbol0.0.12indirect
npm@stdlib/time0.0.14indirect
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Dependency advisories 0

Installing pypi:ipyleaflet@0.20.0 pulls in 27 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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              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".eslintrc.json",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".eslintrc.json"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "6 out of 27 merged PRs checked by a CI test -- score normalized to 2",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "jupyterlab-extension",
                "leaflet",
                "visualization",
                "jupyter"
              ],
              "has_wiki": true,
              "homepage": "https://ipyleaflet.readthedocs.io",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://ipyleaflet.readthedocs.io",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "4 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 52,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 40,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "6 out of 27 merged PRs checked by a CI test -- score normalized to 2",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 25/30 approved changesets -- score normalized to 8",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 65 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
                "points": 0.8,
                "status": "partial",
                "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 not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "83 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 pypi:ipyleaflet@0.20.0 runtime dependency closure — what installing the published package pulls in — 27 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:ipyleaflet@0.20.0",
                  "assessed": 27
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 27,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
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                "status": "met",
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                  {
                    "code": "no_direct_advisories",
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                  }
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                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
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                "detail": "no indirect dependency carries a known advisory",
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                "status": "met",
                "details": [
                  {
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                  }
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                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
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                    "code": "advisories_no_publication_date",
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                ],
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            ]
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            "key": "malicious_dependencies",
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            "inputs": {
              "source": "osv",
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              "packages": [],
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              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
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                "key": "no_dependency_reported_as_a_malicious_package",
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                "status": "met",
                "details": [
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                    "code": "no_malicious_dependencies",
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            "key": "high_risk_jurisdiction_exposure",
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            "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": 35
            },
            "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": 54,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.77,
              "agent_instruction_files": [],
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            },
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                "key": "agent_instructions",
                "name": "Agent instructions",
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                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
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                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
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                "points": 40,
                "status": "met",
                "details": [
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                    "code": "legible_history",
                    "params": {
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                      "sampled": 100
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                "max_points": 40
              }
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            "key": "ai_verify_loop",
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            "notes": [],
            "value": 54,
            "inputs": {
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              "has_tests": true,
              "lockfiles": [
                "yarn.lock"
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              "has_dockerfile": false,
              "typed_language": true,
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "python/jupyter_leaflet/tsconfig.json"
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              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
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              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".eslintrc.json",
                "points": 11,
                "status": "met",
                "details": [
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                    "params": {
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              },
              {
                "key": "static_type_checking",
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                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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              },
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                "key": "reproducible_environment",
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                "detail": "lockfile",
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                "status": "met",
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                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "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": 99,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 114601,
              "source_files_sampled": 77,
              "oversized_source_files": 1
            },
            "components": [
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                "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": "1/77 source files over 60KB",
                "points": 54.3,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 77,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "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": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, 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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T14:52:14.214537Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/jupyter-widgets/ipyleaflet.svg",
  "full_name": "jupyter-widgets/ipyleaflet",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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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 v0.27.0 — full methodology · metrics wiki.

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