Public recordModerate
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-14 22:56 UTC
datalayer / core
☰ Datalayer Core - Python and TypeScript clients for Datalayer.
datalayer/core holds a health index of 64 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (96/100) and lowest on Community & Adoption (41/100). It was last updated today. A single contributor accounts for most of its recent work.
64
overall / 100Software 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.
64
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)
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
DatalayerOrganization
120 followers44 public repossince Jul 2013
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| npm | @datalayer/core | 1.1.45 | 1,256 | 44 | 0 days ago |
| PyPI | datalayer_core | 1.1.45 | 5,102 | 76 | 0 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
56
Development activity
92Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 27.7/36 | Commit cadence — 40/52 weeks with commits |
| 18/18 | Commit volume — 141 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 13 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 141 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 40 |
Release discipline
1Critical
How it's scored
| 0/27 | Ships releases — no releases published |
| 0/36 | Release recency — no releases |
| 0/27 | Release cadence — no releases |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 0 |
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?
41
Popularity & adoption
24Critical
How it's scored
| 19.5/60 | Stars — 17 stars |
| 4/25 | Forks — 4 forks |
| 0/15 | Watchers — 1 watchers |
Inputs used
| forks | 4 |
| stars | 17 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
44At risk
How it's scored
| 22.5/22.5 | README |
| 16.9/22.5 | License — license file present, not a recognized license |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
63Moderate
How it's scored
| 50.7/80 | Monthly downloads — 6,358 downloads/month across npm, pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | @datalayer/core, datalayer_core |
| dependents | — |
| ecosystems | npm, pypi |
| total_downloads | — |
| monthly_downloads | 6,358 |
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?
65
Maintainer resilience (bus factor)
32At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 5.9/22.5 | Commit distribution — top contributor authored 74% of commits |
| 6.8/13.5 | Contributor breadth — 5 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 19 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 5 |
| top_contributor_share | 0.738 |
How it's scored
| 39.1/46.8 | Issue resolution — 84% of issues closed |
| 32.2/38.3 | PR acceptance — 149/177 decided PRs merged |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 3/30 approved changesets -- score normalized to 1 |
Inputs used
| merged_prs | 149 |
| open_issues | 8 |
| closed_issues | 41 |
| issue_closed_ratio | 0.837 |
| closed_unmerged_prs | 28 |
Ownership & stewardship
69Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 15/25 | Owner reach — 120 followers of datalayer |
| 24/25 | Track record — 44 public repos, account ~13 yr old |
Inputs used
| followers | 120 |
| owner_type | Organization |
| is_verified | — |
| owner_login | datalayer |
| public_repos | 44 |
| account_age_days | 4,748 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 2 package(s) on npm, pypi |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 76 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | @datalayer/core, datalayer_core |
| ecosystems | npm, pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
96
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 10 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .eslintrc.json, eslint.config.js |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 17 out of 17 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
100Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://core.datalayer.tech |
| 10/10 | Repository description |
| 10/10 | Topics — 5 topics |
| 10/10 | Wiki |
Inputs used
| topics | core, datalayer, open-science, platform, python |
| has_wiki | yes |
| homepage | https://core.datalayer.tech |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
58
Security posture
58Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 17 out of 17 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 3/30 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 19 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.2/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 13 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 4/5 | SAST — SAST tool is not run on all commits -- score normalized to 8 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6.8/7.5 | Vulnerabilities — 1 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5.8 |
Excluded from scoring (no data or not applicable): packaging, signed_releases. 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.
76
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — CLAUDE.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 17,335 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
| 18/18 | One-command bootstrap — Makefile, docs/Makefile, examples/otel/Makefile, examples/simple/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .eslintrc.json, eslint.config.js |
| 11/11 | Static type checking — examples/nextjs/tsconfig.json, examples/otel/ui/tsconfig.json, tsconfig.json |
| 0/10 | Reproducible environment |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | Makefile, docs/Makefile, examples/otel/Makefile, examples/simple/Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | examples/nextjs/tsconfig.json, examples/otel/ui/tsconfig.json, tsconfig.json |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — TypeScript (statically typed) |
| 54.7/55 | Manageable file sizes — 4/727 source files over 60KB |
Inputs used
| primary_language | TypeScript |
| largest_source_bytes | 254,748 |
| source_files_sampled | 727 |
| oversized_source_files | 4 |
Machine-readable interfaces
60Moderate
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 40/40 | Runnable examples — examples, notebooks |
Inputs used
| example_dirs | examples, notebooks |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
17GitHub stars
5contributors
141commits, last 12 months
0days since last push
0releases
1bus factor
8open issues
npm, PyPIpackage ecosystems
More detail
OpenSSF Scorecard 5.8 / 10
5.8aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 17 out of 17 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 3/30 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 19 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 9 | License | license file detected |
| 10 | Maintained | 13 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 8 | SAST | SAST tool is not run on all commits -- score normalized to 8 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 9 | Vulnerabilities | 1 existing vulnerabilities detected |
Direct dependencies 102
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| npm | @datalayer/icons-react | ^1.0.0 | docs/package.json |
| npm | @datalayer/primer-addons | ^1.0.12 | docs/package.json |
| npm | @docusaurus/core | 3.9.2 | docs/package.json |
| npm | @docusaurus/preset-classic | 3.9.2 | docs/package.json |
| npm | @docusaurus/theme-live-codeblock | 3.9.2 | docs/package.json |
| npm | @docusaurus/theme-mermaid | 3.9.2 | docs/package.json |
| npm | @mdx-js/react | ^3.0.1 | docs/package.json |
| npm | @primer/react-brand | ^0.58.0 | docs/package.json |
| npm | clsx | ^2.1.1 | docs/package.json |
| npm | docusaurus-lunr-search | ^3.5.0 | docs/package.json |
| npm | mermaid | ^11.3.0 | docs/package.json |
| npm | react | 18.3.1 | docs/package.json |
| npm | react-calendly | ^4.1.0 | docs/package.json |
| npm | react-dom | 18.3.1 | docs/package.json |
| npm | react-modal-image | ^2.5.0 | docs/package.json |
| npm | @datalayer/icons-react | ^1.0.7 | package.json |
| npm | @datalayer/jupyter-lexical | ^1.0.16 | package.json |
| npm | @datalayer/jupyter-react | ^2.0.7 | package.json |
| npm | @datalayer/primer-addons | ^1.0.15 | package.json |
| npm | @datalayer/primer-rjsf | ^1.0.3 | package.json |
| npm | @fluentui/react | ^8.125.3 | package.json |
| npm | @jupyter-widgets/base-manager | ^1.0.12 | package.json |
| npm | @jupyter-widgets/schema | ^0.5.6 | package.json |
| npm | @jupyterlab/apputils | ^4.6.0 | package.json |
| npm | @jupyterlab/cells | ^4.5.0 | package.json |
| npm | @jupyterlab/codeeditor | ^4.5.0 | package.json |
| npm | @jupyterlab/coreutils | ^6.0.0 | package.json |
| npm | @jupyterlab/documentsearch | ^4.5.0 | package.json |
| npm | @jupyterlab/rendermime | ^4.5.0 | package.json |
| npm | @jupyterlab/services | ^7.0.0 | package.json |
| npm | @jupyterlab/translation | ^4.5.0 | package.json |
| npm | @jupyterlab/ui-components | ^4.5.0 | package.json |
| npm | @lumino/commands | ^2.3.3 | package.json |
| npm | @lumino/coreutils | ^2.2.2 | package.json |
| npm | @lumino/datagrid | ^2.5.3 | package.json |
| npm | @lumino/disposable | ^2.1.5 | package.json |
| npm | @lumino/polling | ^2.1.5 | package.json |
| npm | @lumino/signaling | ^2.1.5 | package.json |
| npm | @lumino/widgets | ^2.7.3 | package.json |
| npm | @primer/behaviors | ^1.8.4 | package.json |
| npm | @primer/brand-primitives | ^0.51.0 | package.json |
| npm | @primer/css | ^21.5.1 | package.json |
| npm | @primer/octicons-react | ^19.15.1 | package.json |
| npm | @primer/primitives | ^10.5.0 | package.json |
| npm | @primer/react | ^37.19.0 | package.json |
| npm | @primer/react-brand | ^0.58.0 | package.json |
| npm | @stripe/react-stripe-js | ^6.3.0 | package.json |
| npm | @stripe/stripe-js | ^9.4.0 | package.json |
| npm | @styled-system/css | ^5.1.5 | package.json |
| npm | @tailwindcss/vite | ^4.1.13 | package.json |
| npm | @tanstack/react-query | ^5.90.6 | package.json |
| npm | @toon-format/toon | ^1.3.0 | package.json |
| npm | ansi-to-html | ^0.7.2 | package.json |
| npm | axios | ^1.7.7 | package.json |
| npm | boring-avatars | ^2.0.1 | package.json |
| npm | date-fns | ^2.29.3 | package.json |
| npm | deepmerge | ^4.3.1 | package.json |
| npm | diff | ^8.0.2 | package.json |
| npm | echarts | ^5.5.0 | package.json |
| npm | echarts-for-react | ^3.0.2 | package.json |
| npm | html2canvas | ^1.4.1 | package.json |
| npm | jwt-decode | ^2.2.0 | package.json |
| npm | localforage | ^1.10.0 | package.json |
| npm | lucide-react | ^0.542.0 | package.json |
| npm | marked | ^4.0.10 | package.json |
| npm | mock-socket | ^9.3.1 | package.json |
| npm | react | 18.3.1 | package.json |
| npm | react-confetti | ^6.4.0 | package.json |
| npm | react-dom | 18.3.1 | package.json |
| npm | react-is | ^19.2.0 | package.json |
| npm | react-toastify | ^11.0.5 | package.json |
| npm | streamdown | ^1.6.6 | package.json |
| npm | styled-system | ^5.1.5 | package.json |
| npm | tailwind-merge | ^3.3.1 | package.json |
| npm | tailwindcss | ^4.1.13 | package.json |
| npm | tslib | ^2.8.1 | package.json |
| npm | tus-js-client | ^4.2.3 | package.json |
| npm | tw-animate-css | ^1.4.0 | package.json |
| npm | ulid | ^2.3.0 | package.json |
| npm | unique-names-generator | ^4.7.1 | package.json |
| npm | usehooks-ts | ^2.9.1 | package.json |
| npm | uuid | ^13.0.0 | package.json |
| npm | validator | ^13.7.0 | package.json |
| npm | zod | ^4.1.13 | package.json |
| npm | zod-to-json-schema | ^3.25.0 | package.json |
| npm | zustand | ^4.4.1 | package.json |
| PyPI | httpx | — | pyproject.toml |
| PyPI | jupyter-console | — | pyproject.toml |
| PyPI | jupyter-kernel-client | — | pyproject.toml |
| PyPI | jupyter-nbmodel-client | — | pyproject.toml |
| PyPI | jupyter-server | >=2.10,<3 | pyproject.toml |
| PyPI | keyring | — | pyproject.toml |
| PyPI | mcp | — | pyproject.toml |
| PyPI | pydantic-settings | — | pyproject.toml |
| PyPI | pydantic | — | pyproject.toml |
| PyPI | pyyaml | >=6.0 | pyproject.toml |
| PyPI | questionary | — | pyproject.toml |
| PyPI | requests | >=2.33.0 | pyproject.toml |
| PyPI | pygments | >=2.20.0 | pyproject.toml |
| PyPI | rich | — | pyproject.toml |
| PyPI | traitlets | — | pyproject.toml |
| PyPI | typer | — | pyproject.toml |
All dependencies 191
Full resolved dependency set from the GitHub dependency graph: 93 direct and 98 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| npm | @datalayer/icons-react | ^1.0.6 | direct |
| npm | @datalayer/icons-react | ^1.0.7 | direct |
| npm | @datalayer/icons-react | ^1.0.0 | direct |
| npm | @datalayer/jupyter-lexical | ^1.0.16 | direct |
| npm | @datalayer/jupyter-react | ^2.0.7 | direct |
| npm | @datalayer/primer-addons | ^1.0.12 | direct |
| npm | @datalayer/primer-addons | ^1.0.15 | direct |
| npm | @datalayer/primer-rjsf | ^1.0.3 | direct |
| npm | @docusaurus/core | 3.9.2 | direct |
| npm | @docusaurus/preset-classic | 3.9.2 | direct |
| npm | @docusaurus/theme-live-codeblock | 3.9.2 | direct |
| npm | @docusaurus/theme-mermaid | 3.9.2 | direct |
| npm | @fluentui/react | ^8.125.3 | direct |
| npm | @jupyter-widgets/base-manager | ^1.0.12 | direct |
| npm | @jupyter-widgets/schema | ^0.5.6 | direct |
| npm | @jupyterlab/apputils | ^4.6.0 | direct |
| npm | @jupyterlab/cells | ^4.5.0 | direct |
| npm | @jupyterlab/codeeditor | ^4.5.0 | direct |
| npm | @jupyterlab/coreutils | ^6.0.0 | direct |
| npm | @jupyterlab/documentsearch | ^4.5.0 | direct |
| npm | @jupyterlab/rendermime | ^4.5.0 | direct |
| npm | @jupyterlab/services | ^7.0.0 | direct |
| npm | @jupyterlab/translation | ^4.5.0 | direct |
| npm | @jupyterlab/ui-components | ^4.5.0 | direct |
| npm | @lumino/commands | ^2.3.3 | direct |
| npm | @lumino/coreutils | ^2.2.2 | direct |
| npm | @lumino/datagrid | ^2.5.3 | direct |
| npm | @lumino/disposable | ^2.1.5 | direct |
| npm | @lumino/polling | ^2.1.5 | direct |
| npm | @lumino/signaling | ^2.1.5 | direct |
| npm | @lumino/widgets | ^2.7.3 | direct |
| npm | @mdx-js/react | ^3.0.1 | direct |
| npm | @primer/behaviors | ^1.8.4 | direct |
| npm | @primer/brand-primitives | ^0.51.0 | direct |
| npm | @primer/css | ^22.0.2 | direct |
| npm | @primer/css | ^21.5.1 | direct |
| npm | @primer/octicons-react | ^19.15.1 | direct |
| npm | @primer/primitives | ^10.5.0 | direct |
| npm | @primer/react | ^37.19.0 | direct |
| npm | @primer/react-brand | ^0.58.0 | direct |
| npm | @stripe/react-stripe-js | ^6.3.0 | direct |
| npm | @stripe/stripe-js | ^9.4.0 | direct |
| npm | @styled-system/css | ^5.1.5 | direct |
| npm | @tailwindcss/vite | ^4.1.13 | direct |
| npm | @tanstack/react-query | ^5.90.6 | direct |
| npm | @toon-format/toon | ^1.3.0 | direct |
| npm | ansi-to-html | ^0.7.2 | direct |
| npm | axios | ^1.7.7 | direct |
| npm | boring-avatars | ^2.0.1 | direct |
| npm | clsx | ^2.1.1 | direct |
| npm | date-fns | ^2.29.3 | direct |
| npm | deepmerge | ^4.3.1 | direct |
| npm | diff | ^8.0.2 | direct |
| npm | docusaurus-lunr-search | ^3.5.0 | direct |
| npm | echarts | ^5.5.0 | direct |
| npm | echarts-for-react | ^3.0.2 | direct |
| npm | html2canvas | ^1.4.1 | direct |
| npm | jwt-decode | ^2.2.0 | direct |
| npm | localforage | ^1.10.0 | direct |
| npm | lucide-react | ^0.542.0 | direct |
| npm | marked | ^4.0.10 | direct |
| npm | mermaid | ^11.3.0 | direct |
| npm | mock-socket | ^9.3.1 | direct |
| npm | react | ^18.3.1 | direct |
| npm | react | 18.3.1 | direct |
| npm | react-calendly | ^4.1.0 | direct |
| npm | react-confetti | ^6.4.0 | direct |
| npm | react-dom | ^18.3.1 | direct |
| npm | react-dom | 18.3.1 | direct |
| npm | react-is | ^19.2.0 | direct |
| npm | react-modal-image | ^2.5.0 | direct |
| npm | react-toastify | ^11.0.5 | direct |
| npm | streamdown | ^1.6.6 | direct |
| npm | styled-system | ^5.1.5 | direct |
| npm | tailwind-merge | ^3.3.1 | direct |
| npm | tailwindcss | ^4.1.13 | direct |
| npm | tslib | ^2.8.1 | direct |
| npm | tus-js-client | ^4.2.3 | direct |
| npm | tw-animate-css | ^1.4.0 | direct |
| npm | ulid | ^2.3.0 | direct |
| npm | unique-names-generator | ^4.7.1 | direct |
| npm | usehooks-ts | ^2.9.1 | direct |
| npm | uuid | ^13.0.0 | direct |
| npm | validator | ^13.7.0 | direct |
| npm | zod | ^4.1.13 | direct |
| npm | zod-to-json-schema | ^3.25.0 | direct |
| npm | zustand | ^4.4.1 | direct |
| npm | zustand | ^5.0.0 | direct |
| PyPI | jupyter-server | — | direct |
| PyPI | pydantic | — | direct |
| PyPI | pygments | — | direct |
| PyPI | pyyaml | — | direct |
| PyPI | requests | — | direct |
| npm | @chromatic-com/storybook | ^4.1.0 | indirect |
| npm | @docusaurus/module-type-aliases | 3.9.2 | indirect |
| npm | @eslint/js | ^9.29.0 | indirect |
| npm | @github/keytar | ^7.10.6 | indirect |
| npm | @humanwhocodes/config-array | ^0.13.0 | indirect |
| npm | @jupyterlab/nbformat | ^4.0.0 | indirect |
| npm | @jupyterlab/settingregistry | ^4.0.0 | indirect |
| npm | @jupyterlab/theme-light-extension | ^4.0.0 | indirect |
| npm | @next/eslint-plugin-next | 14.2.22 | indirect |
| npm | @rushstack/eslint-patch | ^1.5.1 | indirect |
| npm | @storybook/addon-a11y | ^9.1.1 | indirect |
| npm | @storybook/addon-docs | ^9.1.1 | indirect |
| npm | @storybook/addon-onboarding | ^9.1.1 | indirect |
| npm | @storybook/addon-vitest | ^9.1.1 | indirect |
| npm | @storybook/builder-vite | ^9.1.1 | indirect |
| npm | @storybook/react-vite | ^9.1.1 | indirect |
| npm | @tailwindcss/postcss | ^4.1.16 | indirect |
| npm | @tsconfig/docusaurus | ^2.0.3 | indirect |
| npm | @types/node | ^20 | indirect |
| npm | @types/node | ^20.11.0 | indirect |
| npm | @types/react | ^18.3.20 | indirect |
| npm | @types/react | ^18.3.18 | indirect |
| npm | @types/react | 18.3.20 | indirect |
| npm | @types/react-dom | ^18.3.6 | indirect |
| npm | @types/react-dom | ^18.3.5 | indirect |
| npm | @types/react-dom | 18.3.6 | indirect |
| npm | @typescript-eslint/eslint-plugin | ^6.21.0 | indirect |
| npm | @typescript-eslint/parser | ^6.21.0 | indirect |
| npm | @vitejs/plugin-react | ^4.3.4 | indirect |
| npm | @vitejs/plugin-react | ^4.5.2 | indirect |
| npm | @vitest/browser | ^3.2.4 | indirect |
| npm | @vitest/coverage-v8 | ^3.2.4 | indirect |
| npm | abort-controller | ^3.0.0 | indirect |
| npm | autoprefixer | ^10.4.21 | indirect |
| npm | cross-env | ^7.0.3 | indirect |
| npm | crypto-browserify | ^3.12.1 | indirect |
| npm | dir-glob | ^3.0.1 | indirect |
| npm | dotenv | ^17.2.2 | indirect |
| npm | eslint | ^8 | indirect |
| npm | eslint | ^9.29.0 | indirect |
| npm | eslint-config-next | 14.2.22 | indirect |
| npm | eslint-config-prettier | ^10.1.8 | indirect |
| npm | eslint-import-resolver-typescript | ^3.6.1 | indirect |
| npm | eslint-plugin-import | ^2.29.1 | indirect |
| npm | eslint-plugin-jsx-a11y | ^6.7.1 | indirect |
| npm | eslint-plugin-prettier | ^5.5.4 | indirect |
| npm | eslint-plugin-react | ^7.33.2 | indirect |
| npm | eslint-plugin-react | ^7.37.5 | indirect |
| npm | eslint-plugin-react-hooks | ^4.6.0 | indirect |
| npm | eslint-plugin-react-hooks | ^5.2.0 | indirect |
| npm | eslint-plugin-react-refresh | ^0.4.20 | indirect |
| npm | eslint-plugin-storybook | ^9.1.1 | indirect |
| npm | globals | ^16.2.0 | indirect |
| npm | globby | ^11.1.0 | indirect |
| npm | gulp | ^4.0.2 | indirect |
| npm | gulp-append-prepend | ^1.0.8 | indirect |
| npm | gulp-filter | ^6.0.0 | indirect |
| npm | gulp-watch | ^5.0.1 | indirect |
| npm | husky | ^9.1.7 | indirect |
| npm | is-path-inside | ^3.0.3 | indirect |
| npm | jsdom | ^26.0.0 | indirect |
| npm | json5 | ^2.2.3 | indirect |
| npm | lint-staged | ^16.1.5 | indirect |
| npm | next | 14.2.22 | indirect |
| npm | next-themes | ^0.2.1 | indirect |
| npm | npm-run-all | ^4.1.5 | indirect |
| npm | patch-package | ^8.0.0 | indirect |
| npm | playwright | ^1.53.2 | indirect |
| npm | prettier | ^3.6.2 | indirect |
| npm | process | ^0.11.10 | indirect |
| npm | react-router-dom | ^7.8.2 | indirect |
| npm | react-router-dom | ^6.22.3 | indirect |
| npm | rimraf | ^6.0.1 | indirect |
| npm | storybook | ^9.1.1 | indirect |
| npm | stream-browserify | ^3.0.0 | indirect |
| npm | svg-url-loader | ^8.0.0 | indirect |
| npm | typedoc-plugin-markdown | ^4.0.0 | indirect |
| npm | typescript | ^5.8.3 | indirect |
| npm | typescript | ~5.7.0 | indirect |
| npm | typescript-eslint | ^8.34.1 | indirect |
| npm | vite | ^6.0.0 | indirect |
| npm | vite | ^7.0.0 | indirect |
| npm | vite-plugin-treat-umd-as-commonjs | ^0.1.4 | indirect |
| npm | vitest | ^3.2.4 | indirect |
| PyPI | click | — | indirect |
| PyPI | datalayer-core | — | indirect |
| PyPI | fastapi | — | indirect |
| PyPI | logfire | — | indirect |
| PyPI | opentelemetry-api | — | indirect |
| PyPI | opentelemetry-exporter-otlp-proto-http | — | indirect |
| PyPI | opentelemetry-sdk | — | indirect |
| PyPI | pydantic-ai | — | indirect |
| PyPI | pydoc-markdown | — | indirect |
| PyPI | python-dotenv | — | indirect |
| PyPI | scikit-learn | — | indirect |
| PyPI | streamlit | — | indirect |
| PyPI | torch | — | indirect |
| PyPI | uvicorn | — | indirect |
Raw JSON report machine-readable
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{
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"avatar_url": "https://avatars.githubusercontent.com/u/226720?u=b7569a4d8148725b57e289f2b12551d32ac491b6&v=4"
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{
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{
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"avatar_url": "https://avatars.githubusercontent.com/u/8435071?v=4"
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{
"type": "Bot",
"login": "dependabot[bot]",
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"avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
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{
"type": "User",
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{
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{
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{
"name": "CII-Best-Practices",
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{
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{
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},
{
"name": "Dangerous-Workflow",
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"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
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"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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{
"name": "Fuzzing",
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"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
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"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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{
"name": "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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{
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"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"
},
{
"name": "Security-Policy",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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{
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"reason": "no releases found",
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{
"name": "Token-Permissions",
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{
"name": "Vulnerabilities",
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"reason": "1 existing vulnerabilities detected",
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],
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"has_dependabot_config": true
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},
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"disabled_categories": [],
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"source": {
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"metrics": {
"overall": {
"key": "overall",
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"note": null,
"notes": [],
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"inputs": {
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"governance": 65,
"engineering": 96
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"components": []
},
"categories": [
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"name": "Vitality",
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"weight": 0.22,
"metrics": [
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"key": "development_activity",
"band": "excellent",
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"note": null,
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"inputs": {
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"components": [
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"status": "partial",
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{
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"key": "openssf_scorecard_maintained",
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"components": [
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},
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],
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"metrics": [
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],
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"key": "forks",
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"code": "watchers",
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}
],
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]
},
{
"key": "community_health",
"band": "at_risk",
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"note": null,
"notes": [],
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"inputs": {
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"has_license": true,
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"has_issue_template": false,
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"components": [
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"key": "readme",
"name": "README",
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"points": 22.5,
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{
"key": "license",
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"points": 16.9,
"status": "partial",
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"code": "license_custom",
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],
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{
"key": "contributing_guide",
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"points": 0,
"status": "missed",
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{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
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{
"key": "issue_template",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "pr_template",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
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]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
"params": {
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},
{
"code": "weights_renormalized",
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],
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"inputs": {
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"dependents": null,
"ecosystems": "npm, pypi",
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"components": [
{
"key": "monthly_downloads",
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"points": 50.7,
"status": "partial",
"details": [
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"code": "downloads_monthly",
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}
],
"max_points": 80
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{
"key": "registry_dependents",
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"points": 0,
"status": "excluded",
"details": [
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"code": "not_reported_by_this_ecosystem",
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],
"max_points": 20
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]
}
],
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},
{
"key": "governance",
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"weight": 0.24,
"metrics": [
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"key": "maintainer_resilience",
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"components": [
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"key": "bus_factor",
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"status": "partial",
"details": [
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"code": "bus_factor",
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}
],
"max_points": 54
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{
"key": "commit_distribution",
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"detail": "top contributor authored 74% of commits",
"points": 5.9,
"status": "partial",
"details": [
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"code": "top_contributor_share",
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}
],
"max_points": 22.5
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{
"key": "contributor_breadth",
"name": "Contributor breadth",
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"points": 6.8,
"status": "partial",
"details": [
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"code": "contributors_sampled",
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 19 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 73,
"inputs": {
"merged_prs": 149,
"open_issues": 8,
"closed_issues": 41,
"issue_closed_ratio": 0.837,
"closed_unmerged_prs": 28
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "84% of issues closed",
"points": 39.1,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 84
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "149/177 decided PRs merged",
"points": 32.2,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 149,
"decided": 177
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 3/30 approved changesets -- score normalized to 1",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 69,
"inputs": {
"followers": 120,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "datalayer",
"public_repos": 44,
"account_age_days": 4748
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "120 followers of datalayer",
"points": 15,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 120,
"login": "datalayer"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "44 public repos, account ~13 yr old",
"points": 24,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 44
}
},
{
"code": "account_age_years",
"params": {
"years": 13
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"@datalayer/core",
"datalayer_core"
],
"ecosystems": "npm, pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "2 package(s) on npm, pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
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"count": 2,
"ecosystems": "npm, pypi"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "76 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 76
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 96,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 94,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "10 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 10
}
}
],
"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, eslint.config.js",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".eslintrc.json, eslint.config.js"
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}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"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": "17 out of 17 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"core",
"datalayer",
"open-science",
"platform",
"python"
],
"has_wiki": true,
"homepage": "https://core.datalayer.tech",
"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://core.datalayer.tech",
"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": "5 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 5
}
}
],
"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": 58,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"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": 58,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.8
},
"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 is not maximal on development and all release branches",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "17 out of 17 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"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 3/30 approved changesets -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 19 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": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "13 commit(s) and 1 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 8",
"points": 4,
"status": "partial",
"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": "1 existing vulnerabilities detected",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"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": 5
},
"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": "good",
"name": "AI Readiness",
"value": 76,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"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": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 17335
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "CLAUDE.md"
}
}
],
"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": "good",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 74,
"inputs": {
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"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
"Makefile",
"docs/Makefile",
"examples/otel/Makefile",
"examples/simple/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
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"examples/otel/ui/tsconfig.json",
"tsconfig.json"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile, docs/Makefile, examples/otel/Makefile, examples/simple/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile, docs/Makefile, examples/otel/Makefile, examples/simple/Makefile"
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}
],
"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": ".eslintrc.json, eslint.config.js",
"points": 11,
"status": "met",
"details": [
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"code": "file_list",
"params": {
"files": ".eslintrc.json, eslint.config.js"
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}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "examples/nextjs/tsconfig.json, examples/otel/ui/tsconfig.json, tsconfig.json",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples/nextjs/tsconfig.json, examples/otel/ui/tsconfig.json, tsconfig.json"
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}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"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": {
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"largest_source_bytes": 254748,
"source_files_sampled": 727,
"oversized_source_files": 4
},
"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": "4/727 source files over 60KB",
"points": 54.7,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 727,
"oversized": 4
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
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"notebooks"
],
"has_mcp_signal": true,
"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": 20,
"status": "met",
"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": [],
"report_type": "repository",
"generated_at": "2026-07-14T22:56:18.732801Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/datalayer/core.svg",
"full_name": "datalayer/core",
"license_state": "custom",
"license_spdx": null
}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 v0.11.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — npm, PyPI.