Public record
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-18 08:53 UTC

jupyterlite / pyodide-kernel

Python kernel for JupyterLite powered by Pyodide

Python · TypeScriptBSD-3-Clause★ 88 stars⑂ 45 forkssince Dec 2022View on GitHub ↗

jupyterlite/pyodide-kernel holds a health index of 70 out of 100, placing it in the Good band. It scores highest on Vitality (82/100) and lowest on AI Readiness (39/100). It was last updated 2 days ago. 2 contributors account for most of its recent work.

70
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.

70
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

JupyterLiteOrganization
271 followers26 public repossince Mar 2021

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIjupyterlite-pyodide-kernel0.8.2127,699763 days agobrowserjupyterjupyterlabjupyterlitenotebookpyodide

Metrics by category

Vitality

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

82Good · 22% of overall

Development activity

76Good
How it's scored
36/36Push recency — last push 2 days ago
13.8/36Commit cadence — 20/52 weeks with commits
16.2/18Commit volume — 62 commits in the last year
10/10OpenSSF Scorecard: Maintained — 19 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year62
human_commit_share—
days_since_last_push2
active_weeks_last_year20

Release discipline

90Excellent
How it's scored
27/27Ships releases — 75 releases published
36/36Release recency — latest release 2 days ago
27/27Release cadence — a release every ~18.7 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count75
latest_release_tagv0.9.0a0
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases18.7

Community & Adoption

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

71Good · 18% of overall

Popularity & adoption

50Moderate
How it's scored
31.5/60Stars — 88 stars
13.7/25Forks — 45 forks
4.7/15Watchers — 8 watchers
Inputs used
forks45
stars88
watchers8
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (BSD-3-Clause)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno

Ecosystem adoption (downloads)

85Excellent
How it's scored
68.1/80Monthly downloads — 127,699 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesjupyterlite-pyodide-kernel
dependents—
ecosystemspypi
total_downloads—
monthly_downloads127,699
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)

61Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
11.9/22.5Commit distribution — top contributor authored 47% of commits
13.5/13.5Contributor breadth — 25 contributors
10/10OpenSSF Scorecard: Contributors — project has 44 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled25
top_contributor_share0.471

Issue & PR responsiveness

53Moderate
How it's scored
21.9/46.8Issue resolution — 47% of issues closed
26.6/38.3PR acceptance — 147/211 decided PRs merged
4.5/15OpenSSF Scorecard: Code-Review — Found 8/24 approved changesets -- score normalized to 3
Inputs used
merged_prs147
open_issues50
closed_issues44
issue_closed_ratio0.468
closed_unmerged_prs64

Ownership & stewardship

69Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
17.5/25Owner reach — 271 followers of jupyterlite
21.1/25Track record — 26 public repos, account ~5 yr old
Inputs used
followers271
owner_typeOrganization
is_verified—
owner_loginjupyterlite
public_repos26
account_age_days1,944

Package maintenance

100Excellent
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 3 days ago
20/20Version history — 76 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesjupyterlite-pyodide-kernel
ecosystemspypi
any_deprecatedno
min_days_since_publish3

Engineering Quality

Are baseline engineering and documentation practices in place?

77Good · 20% of overall

Engineering practices

68Moderate
How it's scored
24/24CI workflows — 6 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 21 out of 21 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://jupyterlite-pyodide-kernel.readthedocs.io/en/latest/_static/
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics—
has_wikiyes
homepagehttps://jupyterlite-pyodide-kernel.readthedocs.io/en/latest/_static/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

45At risk · 16% of overall

Security posture

45At risk
How it's scored
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 21 out of 21 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
2.2/7.5Code-Review — Found 8/24 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 44 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 — 19 commit(s) and 2 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
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 23 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.5
Excluded from scoring (no data or not applicable): branch_protection, packaging. Remaining weights renormalized.

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.

39At risk · 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)

52Moderate
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
11/11Static type checking — packages/pyodide-kernel-extension/tsconfig.json, packages/pyodide-kernel/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_languageno
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configspackages/pyodide-kernel-extension/tsconfig.json, packages/pyodide-kernel/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

82Good
How it's scored
27/45Type-checkable code — Python with type-check config (packages/pyodide-kernel-extension/tsconfig.json, packages/pyodide-kernel/tsconfig.json)
55/55Manageable file sizes — 0/54 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes24,709
source_files_sampled54
oversized_source_files0

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

88GitHub stars
25contributors
62commits, last 12 months
2days since last push
75releases
2bus factor
50open issues
npm, PyPIpackage ecosystems

More detail

OpenSSF Scorecard 4.5 / 10
4.5aggregate

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 · 2026-07-18 08:53 UTC

9Binary-Artifactsbinaries present in source code
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests21 out of 21 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 8/24 approved changesets -- score normalized to 3
10Contributorsproject has 44 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained19 commit(s) and 2 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
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities23 existing vulnerabilities detected
Direct dependencies 4
RegistryPackageVersion constraintManifest
PyPIjupyterlite-core>=0.9.0a0,<0.10.0pyproject.toml
PyPIpkginfo—pyproject.toml
npm@jupyterlab/galata~5.7.0-alpha.0ui-tests/package.json
npm@playwright/test^1.60.0ui-tests/package.json
All dependencies 845

Full resolved dependency set from the GitHub dependency graph: 4 direct and 841 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@jupyterlab/galata5.7.0-alpha.0direct
npm@playwright/test1.61.0direct
PyPIjupyterlite-core—direct
PyPIpkginfo—direct
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          {
            "name": "Code-Review",
            "score": 3,
            "reason": "Found 8/24 approved changesets -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 44 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
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            "reason": "19 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
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          {
            "name": "Packaging",
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            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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          {
            "name": "Pinned-Dependencies",
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            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
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          {
            "name": "SAST",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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            "name": "Signed-Releases",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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            "name": "Vulnerabilities",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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            "key": "community_health",
            "band": "excellent",
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            "note": null,
            "notes": [],
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            "components": [
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                "key": "readme",
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              },
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                "key": "license",
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                "status": "met",
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                "points": 13.5,
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            ]
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            "key": "ecosystem_adoption",
            "band": "excellent",
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                "code": "excluded_no_data",
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            "value": 85,
            "inputs": {
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              "monthly_downloads": 127699
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                "key": "monthly_downloads",
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
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        "name": "Sustainability & Governance",
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        "weight": 0.24,
        "metrics": [
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            "notes": [],
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                "key": "commit_distribution",
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            ]
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            "notes": [],
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            "inputs": {
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                "key": "pr_acceptance",
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                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
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            "key": "stewardship",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "owner_type": "Organization",
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            "components": [
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                "key": "owner_reach",
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            "notes": [],
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
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                "points": 0,
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                "max_points": 9.6
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                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "21 out of 21 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
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            "inputs": {
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              "has_readme": true,
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            "components": [
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                "key": "readme",
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                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
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                "detail": null,
                "points": 25,
                "status": "met",
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                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "points": 15,
                "status": "met",
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                "max_points": 15
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              {
                "key": "repository_description",
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                "max_points": 10
              },
              {
                "key": "topics",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
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                "details": [],
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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            "value": 45,
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                "detail": "binaries present in source code",
                "points": 6.8,
                "status": "partial",
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              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
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                "points": 0,
                "status": "excluded",
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                "details": [],
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              },
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                "key": "code_review",
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                "key": "contributors",
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                "points": 2.5,
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                "key": "dangerous_workflow",
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              },
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                "key": "fuzzing",
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              },
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        "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."
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  "generated_at": "2026-07-18T08:53:22.112259Z",
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  "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 v0.12.0 — full methodology · metrics wiki.

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