Public record
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 03:27 UTC

sbi-dev / sbi

sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need fine-grained control or an easy-to-use interface, sbi has you covered.

PythonApache-2.0★ 849 stars⑂ 244 forkssince Feb 2020View on GitHub ↗

sbi-dev/sbi holds a health index of 82 out of 100, placing it in the Good band. It scores highest on Engineering Quality (96/100) and lowest on Sustainability & Governance (72/100). It was last updated today. 2 contributors account for most of its recent work.

82
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.

82
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

sbiOrganization
61 followers5 public repossince Aug 2023

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIsbi0.26.1-38103 days agobayesian-inferencesimulation-based-inferencepytorch

Metrics by category

Vitality

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

86Excellent · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
30.5/36Commit cadence — 44/52 weeks with commits
18/18Commit volume — 181 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year181
human_commit_share0.55
days_since_last_push0
active_weeks_last_year44
How it's scored
27/27Ships releases — 38 releases published
27/36Release recency — latest release 103 days ago
12.6/27Release cadence — a release every ~133.7 days
8/10OpenSSF Scorecard: Signed-Releases — 3 out of the last 3 releases have a total of 3 signed artifacts.
Inputs used
releases_count38
latest_release_tagv0.26.1
releases_from_tagsno
days_since_latest_release103
mean_days_between_releases133.7

Community & Adoption

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

79Good · 18% of overall
How it's scored
47.5/60Stars — 849 stars
19.9/25Forks — 244 forks
6.7/15Watchers — 17 watchers
Inputs used
forks244
stars849
watchers17
growth_stateorganic
growth_factor_pct100

Community health

85Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
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

Sustainability & Governance

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

72Good · 24% of overall
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
12.6/22.5Commit distribution — top contributor authored 44% of commits
13.5/13.5Contributor breadth — 88 contributors
10/10OpenSSF Scorecard: Contributors — project has 22 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled88
top_contributor_share0.439
How it's scored
43.3/46.8Issue resolution — 93% of issues closed
33.1/38.3PR acceptance — 882/1,018 decided PRs merged
6/15OpenSSF Scorecard: Code-Review — Found 5/11 approved changesets -- score normalized to 4
Inputs used
merged_prs882
open_issues60
closed_issues748
issue_closed_ratio0.926
closed_unmerged_prs136
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
12.9/25Owner reach — 61 followers of sbi-dev
11.6/25Track record — 5 public repos, account ~2 yr old
Inputs used
followers61
owner_typeOrganization
is_verified
owner_loginsbi-dev
public_repos5
account_age_days1,085
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 103 days ago
20/20Version history — 38 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagessbi
ecosystemspypi
any_deprecatedno
min_days_since_publish103

Engineering Quality

Are baseline engineering and documentation practices in place?

96Excellent · 20% of overall
How it's scored
24/24CI workflows — 11 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://sbi.readthedocs.io
10/10Repository description
10/10Topics — 6 topics
10/10Wiki
Inputs used
topicssimulation-based-inference, likelihood-free-inference, bayesian-inference, parameter-estimation, pytorch, machine-learning
has_wikiyes
homepagehttps://sbi.readthedocs.io
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

80Good · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5Code-Review — Found 5/11 approved changesets -- score normalized to 4
2.5/2.5Contributors — project has 22 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
4.5/5SAST — SAST tool is not run on all commits -- score normalized to 9
5/5Security-Policy — security policy file detected
6/7.5Signed-Releases — 3 out of the last 3 releases have a total of 3 signed artifacts.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
5.2/7.5Vulnerabilities — 3 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate7.5
Excluded from scoring (no data or not applicable): branch_protection. Remaining weights renormalized.
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_packages32
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:sbi@0.26.1 runtime dependency closure — what installing the published package pulls in — 32 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.

77Good · 0% of overall
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md
15/15Machine-readable docs (llms.txt) — llms.txt present
40/40Legible commit history — 54 of 55 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
legible_history_share0.982
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes1,849
How it's scored
18/18One-command bootstrap — docs/Makefile
22/22Automated tests
11/11Lint / format config
0/11Static type checking
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
6/10Demonstrated agent practice — 3 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 44 of the last 100 commits are automated dependency updates
8/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesdocs/Makefile
has_devcontaineryes
has_linter_configyes
typecheck_configs
agent_commit_share0.03
toolchain_manifests
dependency_bot_commit_share0.44
How it's scored
0/45Type-checkable code — Python without a type-check config
54.5/55Manageable file sizes — 2/216 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes106,635
source_files_sampled216
oversized_source_files2
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

849GitHub stars
88contributors
181commits, last 12 months
0days since last push
38releases
2bus factor
60open issues
PyPIpackage ecosystems

More detail

Star and fork history 849 ★ / 244 ⇿
849Stars
244Forks
38Releases

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.

02004006008001,000848243222020-032023-052026-07
Major 0Minor 19Patch 19

Each point covers 6 days.

OpenSSF Scorecard 7.5 / 10
7.5aggregate

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 · 2026-07-22 03:26 UTC

10Binary-Artifactsno binaries found in the repo
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-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 5/11 approved changesets -- score normalized to 4
10Contributorsproject has 22 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
9SASTSAST tool is not run on all commits -- score normalized to 9
10Security-Policysecurity policy file detected
8Signed-Releases3 out of the last 3 releases have a total of 3 signed artifacts.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
7Vulnerabilities3 existing vulnerabilities detected
Direct dependencies 12
RegistryPackageVersion constraintManifest
PyPIjoblib>=1.0.0pyproject.toml
PyPImatplotlibpyproject.toml
PyPInumpypyproject.toml
PyPIpillowpyproject.toml
PyPInflows>=0.14.0pyproject.toml
PyPIscikit-learnpyproject.toml
PyPIscipypyproject.toml
PyPIskorchpyproject.toml
PyPItensorboardpyproject.toml
PyPItorch>=1.13.0pyproject.toml
PyPItqdmpyproject.toml
PyPIzuko>=1.2.0pyproject.toml
All dependencies 261

Full resolved dependency set from the GitHub dependency graph: 19 direct and 242 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIjoblibdirect
PyPIjoblib1.5.3direct
PyPImatplotlib3.10.8direct
PyPInflowsdirect
PyPInflows0.14direct
PyPInumpy2.2.6direct
PyPInumpy2.4.4direct
PyPIpillow12.3.0direct
PyPIscikit-learn1.7.2direct
PyPIscikit-learn1.8.0direct
PyPIscipy1.15.3direct
PyPIscipy1.17.1direct
PyPIskorch1.3.1direct
PyPItensorboard2.20.0direct
PyPItorchdirect
PyPItorch2.13.0direct
PyPItqdm4.67.3direct
PyPIzukodirect
PyPIzuko1.6.0direct
PyPIabsl-py2.4.0indirect
PyPIaccessible-pygments0.0.5indirect
PyPIalabaster1.0.0indirect
PyPIannotated-doc0.0.4indirect
PyPIannotated-types0.7.0indirect
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PyPIasttokens3.0.1indirect
PyPIattrs26.1.0indirect
PyPIbabel2.18.0indirect
PyPIbackcall0.2.0indirect
PyPIbackoff2.2.1indirect
PyPIbeautifulsoup44.14.3indirect
PyPIbleach6.4.0indirect
PyPIcachetools6.2.6indirect
PyPIcertifi2026.2.25indirect
PyPIcffi2.0.0indirect
PyPIcfgv3.5.0indirect
PyPIcharset-normalizer3.4.7indirect
PyPIclick8.4.1indirect
PyPIcloudpickle3.1.2indirect
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PyPIcuda-bindings13.2.0indirect
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PyPIh110.16.0indirect
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PyPIjsonschema-specifications2025.9.1indirect
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PyPInodeenv1.10.0indirect
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PyPInvidia-cublas13.1.1.3indirect
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PyPInvidia-cuda-nvrtc13.0.88indirect
PyPInvidia-cuda-runtime13.0.96indirect
PyPInvidia-cudnn-cu139.20.0.48indirect
PyPInvidia-cufft12.0.0.61indirect
PyPInvidia-cufile1.15.1.6indirect
PyPInvidia-curand10.4.0.35indirect
PyPInvidia-cusolver12.0.4.66indirect
PyPInvidia-cusparse12.6.3.3indirect
PyPInvidia-cusparselt-cu130.8.1indirect
PyPInvidia-ml-py13.610.43indirect
PyPInvidia-nccl-cu132.29.7indirect
PyPInvidia-nvjitlink13.0.88indirect
PyPInvidia-nvshmem-cu133.4.5indirect
PyPInvidia-nvtx13.0.85indirect
PyPIopt-einsum3.4.0indirect
PyPIpackaging26.0indirect
PyPIpandas2.3.3indirect
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PyPIpytest9.0.3indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-harvest1.10.5indirect
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PyPIpytest-split0.11.0indirect
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PyPIpyzmq27.1.0indirect
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PyPIrequests2.33.1indirect
PyPIrich14.3.3indirect
PyPIroman-numerals4.1.0indirect
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PyPIruff0.9.0indirect
PyPIsafetensors0.8.0indirect
PyPIsend2trash2.1.0indirect
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PyPIsphinx-autodoc-typehints3.0.1indirect
PyPIsphinx-autodoc-typehints3.6.1indirect
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PyPItriton3.7.1indirect
PyPItyper0.25.1indirect
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PyPItzdata2025.3indirect
PyPIurllib32.7.0indirect
PyPIuvicorn0.42.0indirect
PyPIvirtualenv21.2.0indirect
PyPIwatchfiles1.1.1indirect
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PyPIwebencodings0.5.1indirect
PyPIwebsockets16.0indirect
PyPIwerkzeug3.1.7indirect
PyPIxarray2025.6.1indirect
PyPIxarray2026.2.0indirect
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PyPIxarray-einstats0.9.1indirect
PyPIzipp3.23.0indirect
Dependency advisories 0

Installing pypi:sbi@0.26.1 pulls in 32 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
{
  "data": {
    "repo": {
      "topics": [
        "simulation-based-inference",
        "likelihood-free-inference",
        "bayesian-inference",
        "parameter-estimation",
        "pytorch",
        "machine-learning"
      ],
      "is_fork": false,
      "size_kb": 128994,
      "has_wiki": true,
      "homepage": "https://sbi.readthedocs.io",
      "languages": {
        "Python": 2575685,
        "Dockerfile": 575
      },
      "pushed_at": "2026-07-21T22:31:17Z",
      "created_at": "2020-02-11T13:31:28Z",
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          "body": "… (#1918)\n\nBumps [actions/attest-build-provenance](https://github.com/actions/attest-build-provenance) from 4.1.0 to 4.1.1.\n- [Release notes](https://github.com/actions/attest-build-provenance/releases)\n- [Changelog](https://github.com/actions/attest-build-provenance/blob/main/RELEASE.md)\n- [Commits\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "body": "Bumps [docker/build-push-action](https://github.com/docker/build-push-action) from 7.2.0 to 7.3.0.\n- [Release notes](https://github.com/docker/build-push-action/releases)\n- [Commits](https://github.com/docker/build-push-action/compare/f9f3042f7e2789586610d6e8b85c8f03e5195baf...53b7df96c91f9c12dcc8a0\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "oid": "c30b3aa3c1df68838eac9c3580b30d615e6ccea9",
          "body": "…ak (#1909)\n\npymc <5.28.1 declares an unbounded arviz dependency; on Python >=3.12\n(where arviz 1.x is installable) the resolver could pair an old pymc with\narviz 1.x, which breaks 'import pymc'. Floor pymc at the release that caps\narviz (>=5.28.1); pymc 6.x, which supports arviz 1.x, also satisfies\n[…]\nsion-specific\ndependency breakage is caught on PRs (not only post-merge in cd.yml), and\nraise the test split to 6 to keep per-run wall-clock low across both without\noverloading the shared runner pool.",
          "is_bot": false,
          "headline": "chore: require pymc>=5.28.1 on py>=3.12 to avoid arviz-1.x import bre…",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
          "committed_at": "2026-07-01T11:32:33Z",
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        {
          "oid": "5f227ac55e6d39bdbb2cdf5df966ae19dca9958a",
          "body": "Bumps [pytest](https://github.com/pytest-dev/pytest) from 9.0.2 to 9.0.3.\n- [Release notes](https://github.com/pytest-dev/pytest/releases)\n- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pytest-dev/pytest/compare/9.0.2...9.0.3)\n\n---\nupdated-\n[…]\nendency-version: 9.0.3\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump pytest from 9.0.2 to 9.0.3 (#1906)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T10:07:52Z",
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          "is_coding_agent": false
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        {
          "oid": "961f0f01400172b56c0209b4249e085e811a249a",
          "body": "Bumps [ipython](https://github.com/ipython/ipython) from 8.9.0 to 8.10.0.\n- [Release notes](https://github.com/ipython/ipython/releases)\n- [Commits](https://github.com/ipython/ipython/compare/8.9.0...8.10.0)\n\n---\nupdated-dependencies:\n- dependency-name: ipython\n  dependency-version: 8.10.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump ipython from 8.9.0 to 8.10.0 (#1905)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T10:07:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b454e519303ca4afc74ee9640304f1afa40cca7d",
          "body": "Bumps [nbconvert](https://github.com/jupyter/nbconvert) from 7.17.0 to 7.17.1.\n- [Release notes](https://github.com/jupyter/nbconvert/releases)\n- [Changelog](https://github.com/jupyter/nbconvert/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/jupyter/nbconvert/compare/v7.17.0...v7.17.1)\n\n---\n\n[…]\nndency-version: 7.17.1\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump nbconvert from 7.17.0 to 7.17.1 (#1903)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T09:34:15Z",
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        {
          "oid": "831e04a159b2eaf2c43c4b4d4f6f565e51ce934c",
          "body": "Bumps [mistune](https://github.com/lepture/mistune) from 3.2.0 to 3.2.1.\n- [Release notes](https://github.com/lepture/mistune/releases)\n- [Changelog](https://github.com/lepture/mistune/blob/main/docs/changes.rst)\n- [Commits](https://github.com/lepture/mistune/compare/v3.2.0...v3.2.1)\n\n---\nupdated-de\n[…]\nune\n  dependency-version: 3.2.1\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump mistune from 3.2.0 to 3.2.1 (#1902)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T09:33:51Z",
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        {
          "oid": "5a53ba1aad991cc18467b5aa8a1752e70c133c3a",
          "body": "Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.6.3 to 2.7.0.\n- [Release notes](https://github.com/urllib3/urllib3/releases)\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\n- [Commits](https://github.com/urllib3/urllib3/compare/2.6.3...2.7.0)\n\n---\nupdated-dependenc\n[…]\nib3\n  dependency-version: 2.7.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump urllib3 from 2.6.3 to 2.7.0 (#1901)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T09:33:14Z",
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        {
          "oid": "4e9fc229c0e4a3e87e3ff4b44944dd8687878371",
          "body": "Bumps [idna](https://github.com/kjd/idna) from 3.11 to 3.15.\n- [Release notes](https://github.com/kjd/idna/releases)\n- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.md)\n- [Commits](https://github.com/kjd/idna/compare/v3.11...v3.15)\n\n---\nupdated-dependencies:\n- dependency-name: idna\n  dependency-version: '3.15'\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump idna from 3.11 to 3.15 (#1900)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T09:32:44Z",
          "body_truncated": false,
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        {
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          "body": "Bumps [tornado](https://github.com/tornadoweb/tornado) from 6.5.5 to 6.5.7.\n- [Changelog](https://github.com/tornadoweb/tornado/blob/master/docs/releases.rst)\n- [Commits](https://github.com/tornadoweb/tornado/compare/v6.5.5...v6.5.7)\n\n---\nupdated-dependencies:\n- dependency-name: tornado\n  dependency-version: 6.5.7\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump tornado from 6.5.5 to 6.5.7 (#1899)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-29T09:36:13Z",
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          "body": "Bumps [starlette](https://github.com/Kludex/starlette) from 1.0.0 to 1.3.1.\n- [Release notes](https://github.com/Kludex/starlette/releases)\n- [Changelog](https://github.com/Kludex/starlette/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/starlette/compare/1.0.0...1.3.1)\n\n---\nu\n[…]\ntte\n  dependency-version: 1.3.1\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump starlette from 1.0.0 to 1.3.1 (#1898)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-29T09:35:18Z",
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          "oid": "036540c6b12381ddba91c9a47221fcbb5b150b59",
          "body": "Bumps [bleach](https://github.com/mozilla/bleach) from 6.3.0 to 6.4.0.\n- [Changelog](https://github.com/mozilla/bleach/blob/main/CHANGES)\n- [Commits](https://github.com/mozilla/bleach/compare/v6.3.0...v6.4.0)\n\n---\nupdated-dependencies:\n- dependency-name: bleach\n  dependency-version: 6.4.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump bleach from 6.3.0 to 6.4.0 (#1897)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-29T09:34:39Z",
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          "oid": "ca1e239546c41bcd36fca4aca917f638d237a440",
          "body": "…port errors (#1894)\n\n* fix: surface real cause when pymc/pyro MCMC import fails\n\nThe import guards re-raised a generic \"install sbi[pymc]/sbi[pyro]\"\nmessage with `from None`, which hid the actual error. Chain the original exception with `from e` and clarify the message.\n\n* build: commit uv.lock and\n[…]\n\nThe committed lock pins deps, so add a weekly non-blocking workflow that\nresolves the newest deps and opens/updates a tracking issue on failure,\nplus a monthly job that opens a PR refreshing uv.lock.",
          "is_bot": false,
          "headline": "chore: make CI reproducible via committed uv.lock and clarify pymc im…",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
          "committed_at": "2026-06-29T08:33:08Z",
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          "oid": "dbf432b9bfaf50d0803f508d51467ba27b29b3dc",
          "body": "* feat(mdn): implement transform_to_unconstrained z-scoring for MDN\n\n- Add prior_transform parameter to MixtureDensityEstimator\n- Implement log_prob Jacobian correction and sample inverse transform\n- Wire transform_to_unconstrained in build_mdn via mcmc_transform\n- Fix double-sum bug in _log_det_jac\n[…]\nfix import grouping\n\n* fix: gate analytic NPE consumers on has_affine_z_score, fix npe_a_posterior caller\n\n* fix: use getattr guards per mentor review\n\n* restore inline comments in log_prob per review",
          "is_bot": false,
          "headline": "feat: implement transform_to_unconstrained z-scoring for MDN (#1888)",
          "author_name": "chandra",
          "author_login": "BHARATH0153",
          "committed_at": "2026-06-26T09:46:16Z",
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        },
        {
          "oid": "5d7cc1cec9e36020701e9c240c4710bab3938c3f",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 6.2.0 to 6.3.0.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/a309ff8b426b58ec0e2a45f0f869d46889d02405...ece7cb06caefa5fff74198d8649806c4678c61\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/setup-python from 6.2.0 to 6.3.0 (#1892)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-26T09:34:22Z",
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        },
        {
          "oid": "9748f8cb61ce196d3d2eea68c58f18cc62028f7c",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 5.0.5 to 6.0.0.\n- [Release notes](https://github.com/actions/cache/releases)\n- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)\n- [Commits](https://github.com/actions/cache/compare/27d5ce7f107fe9357f9df03efb73ab90386fcca\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/cache from 5.0.5 to 6.0.0 (#1891)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-26T09:33:54Z",
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        {
          "oid": "c444a926b116e763bcac2c545f7d0c7d6478f71a",
          "body": "* fix: raise on unsupported unconstrained space transform\n\n* review fixes: vf methods, messages and docstring fixes",
          "is_bot": false,
          "headline": "fix: raise on unsupported unconstrained space transform (#1886)",
          "author_name": "Jan Teusen (né Boelts)",
          "author_login": "janfb",
          "committed_at": "2026-06-23T15:31:25Z",
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        },
        {
          "oid": "a5da86c53db53317a4a828ab36dc4bd6f2e0b39f",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6.0.3 to 7.0.0.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/df4cb1c069e1874edd31b43\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/checkout from 6.0.3 to 7.0.0 (#1887)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-22T07:33:03Z",
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        {
          "oid": "a7f115ca3b4378b6d65e010b94554e16b2dc6bce",
          "body": "* Try fixing issue #1878\n\n* Apply suggestion from @janfb\n\nCo-authored-by: Jan Teusen (né Boelts) <janfb@users.noreply.github.com>\n\n* Update user_input_checks.py\n\n---------\n\nCo-authored-by: Jan Teusen (né Boelts) <janfb@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: extend batched simulator detection, fixing #1878 (#1879)",
          "author_name": "PC-DOS",
          "author_login": "PC-DOS",
          "committed_at": "2026-06-16T13:26:34Z",
          "body_truncated": false,
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        },
        {
          "oid": "6660ea0dfa2787bcb8f686693725575454e83843",
          "body": "…4.0 (#1881)\n\nBumps [sigstore/gh-action-sigstore-python](https://github.com/sigstore/gh-action-sigstore-python) from 3.3.0 to 3.4.0.\n- [Release notes](https://github.com/sigstore/gh-action-sigstore-python/releases)\n- [Changelog](https://github.com/sigstore/gh-action-sigstore-python/blob/main/CHANGEL\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump sigstore/gh-action-sigstore-python from 3.3.0 to 3.…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-15T09:09:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2ece7d9589c8086799bfb62010f6c72a29519fab",
          "body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 6.0.1 to 7.0.0.\n- [Release notes](https://github.com/codecov/codecov-action/releases)\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/codecov/codecov-action/c\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump codecov/codecov-action from 6.0.1 to 7.0.0 (#1880)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-15T09:09:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e162a69b43608f9def36f1ceebb8b77baae247b0",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6.0.2 to 6.0.3.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/de0fac2e4500dabe0009e67\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/checkout from 6.0.2 to 6.0.3 (#1874)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-08T11:18:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dea85f6946d199d7529201d1135f40951847075f",
          "body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 8.1.0 to 8.2.0.\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/08807647e7069bb48b6ef5acd8ec9567f424441b...fac544c07dec837d0ccb6301d7b5580bf5edae39)\n\n---\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump astral-sh/setup-uv from 8.1.0 to 8.2.0 (#1875)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-08T11:17:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9cf0d9ec884063fb596a14cd17091c4cdd9cceb5",
          "body": "Bumps [docker/setup-buildx-action](https://github.com/docker/setup-buildx-action) from 4.0.0 to 4.1.0.\n- [Release notes](https://github.com/docker/setup-buildx-action/releases)\n- [Commits](https://github.com/docker/setup-buildx-action/compare/4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd...d7f5e7f509e45c\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/setup-buildx-action from 4.0.0 to 4.1.0 (#1871)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-29T10:04:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "27defe4d4be2b9a1f085328b9ebf486dfc021367",
          "body": "Bumps [docker/setup-qemu-action](https://github.com/docker/setup-qemu-action) from 4.0.0 to 4.1.0.\n- [Release notes](https://github.com/docker/setup-qemu-action/releases)\n- [Commits](https://github.com/docker/setup-qemu-action/compare/ce360397dd3f832beb865e1373c09c0e9f86d70a...06116385d9baf250c9f4dc\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/setup-qemu-action from 4.0.0 to 4.1.0 (#1870)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-29T10:03:29Z",
          "body_truncated": true,
          "is_coding_agent": false
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        {
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          "body": "Bumps [docker/login-action](https://github.com/docker/login-action) from 4.1.0 to 4.2.0.\n- [Release notes](https://github.com/docker/login-action/releases)\n- [Commits](https://github.com/docker/login-action/compare/4907a6ddec9925e35a0a9e82d7399ccc52663121...650006c6eb7dba73a995cc03b0b2d7f5ca915bee)\n\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "build(deps): bump docker/login-action from 4.1.0 to 4.2.0 (#1869)",
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          "headline": "build(deps): bump codecov/codecov-action from 6.0.0 to 6.0.1 (#1866)",
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          "headline": "build(deps): bump docker/build-push-action from 7.1.0 to 7.2.0 (#1867)",
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          "headline": "fix: nflows inverse transform and retarget lc2st (#1865)",
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          "is_bot": false,
          "headline": "feat: improve plot summary arguments (#1861)",
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          "is_bot": false,
          "headline": "fix: process_device dropping CUDA device index (#1860)",
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          "is_bot": false,
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          "headline": "fix: remove NPE rejection prior guard, extend tests for sample_with a…",
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          "headline": "docs: Add note on posterior modes in \"Getting Started\" (#1847)",
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          "body": "Bumps [docker/build-push-action](https://github.com/docker/build-push-action) from 7.0.0 to 7.1.0.\n- [Release notes](https://github.com/docker/build-push-action/releases)\n- [Commits](https://github.com/docker/build-push-action/compare/d08e5c354a6adb9ed34480a06d141179aa583294...bcafcacb16a39f128d8183\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/build-push-action from 7.0.0 to 7.1.0 (#1854)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-17T09:32:00Z",
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        {
          "oid": "c46b2248cc771174bee2213e785cffb9e090d555",
          "body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 7.0.0 to 7.0.1.\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-artifact/compare/bbbca2ddaa5d8feaa63e36b76fdaad77386f024f...043fb46d1a93c77aae656e7c1c\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/upload-artifact from 7.0.0 to 7.0.1 (#1855)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-17T09:31:36Z",
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        {
          "oid": "79d772d5b144e66971a7cd2bbc6d9763128c4f5c",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 5.0.4 to 5.0.5.\n- [Release notes](https://github.com/actions/cache/releases)\n- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)\n- [Commits](https://github.com/actions/cache/compare/668228422ae6a00e4ad889ee87cd7109ec5666a\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/cache from 5.0.4 to 5.0.5 (#1856)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-17T09:31:12Z",
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        {
          "oid": "6a3b1a223b439428d305d3f066f03fcabde033b4",
          "body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 5.4.2 to 8.1.0.\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/d4b2f3b6ecc6e67c4457f6d3e41ec42d3d0fcb86...08807647e7069bb48b6ef5acd8ec9567f424441b)\n\n---\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump astral-sh/setup-uv from 5.4.2 to 8.1.0 (#1857)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-17T09:30:53Z",
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        {
          "oid": "ea71482376f47935243d2aae3532a53bfa974d57",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 4.3.0 to 5.0.4.\n- [Release notes](https://github.com/actions/cache/releases)\n- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)\n- [Commits](https://github.com/actions/cache/compare/0057852bfaa89a56745cba8c7296529d2fc3983\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/cache from 4.3.0 to 5.0.4 (#1850)",
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        {
          "oid": "3c922cc8a84fe42d43b2af9df78981680fbd1d5b",
          "body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 5.5.4 to 6.0.0.\n- [Release notes](https://github.com/codecov/codecov-action/releases)\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/codecov/codecov-action/c\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump codecov/codecov-action from 5.5.4 to 6.0.0 (#1851)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-13T07:09:59Z",
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          "is_coding_agent": false
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        {
          "oid": "0c2138089254ef3d5da81bf41bbbc514a2ed70f5",
          "body": "Bumps [docker/setup-qemu-action](https://github.com/docker/setup-qemu-action) from 3.7.0 to 4.0.0.\n- [Release notes](https://github.com/docker/setup-qemu-action/releases)\n- [Commits](https://github.com/docker/setup-qemu-action/compare/c7c53464625b32c7a7e944ae62b3e17d2b600130...ce360397dd3f832beb865e\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/setup-qemu-action from 3.7.0 to 4.0.0 (#1852)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-13T07:09:31Z",
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        {
          "oid": "80123f7b85fea0da1abd49e2a7f8d930bbaf6a8a",
          "body": "…#1849)\n\nBumps [pypa/gh-action-pypi-publish](https://github.com/pypa/gh-action-pypi-publish) from 1.13.0 to 1.14.0.\n- [Release notes](https://github.com/pypa/gh-action-pypi-publish/releases)\n- [Commits](https://github.com/pypa/gh-action-pypi-publish/compare/ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e..\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump pypa/gh-action-pypi-publish from 1.13.0 to 1.14.0 (…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-13T07:08:55Z",
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        {
          "oid": "32643d0451c58020cc321cad130f6b4cf8d75be0",
          "body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 4.6.2 to 7.0.0.\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-artifact/compare/ea165f8d65b6e75b540449e92b4886f43607fa02...bbbca2ddaa5d8feaa63e36b76f\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/upload-artifact from 4.6.2 to 7.0.0 (#1848)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-13T07:07:05Z",
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        {
          "oid": "b1deee6775668a54dc7921d60fb37370cae50d5c",
          "body": "Bumps [docker/login-action](https://github.com/docker/login-action) from 4.0.0 to 4.1.0.\n- [Release notes](https://github.com/docker/login-action/releases)\n- [Commits](https://github.com/docker/login-action/compare/b45d80f862d83dbcd57f89517bcf500b2ab88fb2...4907a6ddec9925e35a0a9e82d7399ccc52663121)\n\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/login-action from 4.0.0 to 4.1.0 (#1845)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-09T10:20:46Z",
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          "is_coding_agent": false
        },
        {
          "oid": "f09c7365cc79ba74c332cfb6fdbbd9b38b753a9f",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 4.3.1 to 6.0.2.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/34e114876b0b11c390a5638\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/checkout from 4.3.1 to 6.0.2 (#1846)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-09T10:20:21Z",
          "body_truncated": true,
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        {
          "oid": "7a7d461bb7e7b42db423509180e779c67add8004",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 5.6.0 to 6.2.0.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/a26af69be951a213d495a4c3e4e4022e16d87065...a309ff8b426b58ec0e2a45f0f869d46889d024\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/setup-python from 5.6.0 to 6.2.0 (#1844)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-09T10:19:41Z",
          "body_truncated": true,
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        },
        {
          "oid": "4f30ce39d4c78527c2da83c4c0b6dac8a5af8590",
          "body": "Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 4.3.0 to 8.0.1.\n- [Release notes](https://github.com/actions/download-artifact/releases)\n- [Commits](https://github.com/actions/download-artifact/compare/d3f86a106a0bac45b974a628896c90dbdf5c8093...3e5f45b2cfb9172054\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/download-artifact from 4.3.0 to 8.0.1 (#1843)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-09T10:19:08Z",
          "body_truncated": true,
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        },
        {
          "oid": "bd3b2da49f1c8aee87fbdc5415aad8cf28aba1d7",
          "body": "…3.0 (#1842)\n\nBumps [sigstore/gh-action-sigstore-python](https://github.com/sigstore/gh-action-sigstore-python) from 3.0.0 to 3.3.0.\n- [Release notes](https://github.com/sigstore/gh-action-sigstore-python/releases)\n- [Changelog](https://github.com/sigstore/gh-action-sigstore-python/blob/main/CHANGEL\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump sigstore/gh-action-sigstore-python from 3.0.0 to 3.…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 72,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 88,
              "top_contributor_share": 0.439
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 44% of commits",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 44
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "88 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 88
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 22 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "merged_prs": 882,
              "open_issues": 60,
              "closed_issues": 748,
              "issue_closed_ratio": 0.926,
              "closed_unmerged_prs": 136
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "93% of issues closed",
                "points": 43.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 93
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "882/1018 decided PRs merged",
                "points": 33.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 882,
                      "decided": 1018
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 5/11 approved changesets -- score normalized to 4",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "followers": 61,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "sbi-dev",
              "public_repos": 5,
              "account_age_days": 1085
            },
            "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": "61 followers of sbi-dev",
                "points": 12.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 61,
                      "login": "sbi-dev"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "5 public repos, account ~2 yr old",
                "points": 11.6,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 5
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 2
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "sbi"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 103
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 103 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 103
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "38 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 38
                    }
                  }
                ],
                "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": "11 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "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": null,
                "points": 16,
                "status": "met",
                "details": [],
                "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": "30 out of 30 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": [
                "simulation-based-inference",
                "likelihood-free-inference",
                "bayesian-inference",
                "parameter-estimation",
                "pytorch",
                "machine-learning"
              ],
              "has_wiki": true,
              "homepage": "https://sbi.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://sbi.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": "6 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "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": "good",
        "name": "Security",
        "value": 80,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 7.5
            },
            "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": "internal 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",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 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 5/11 approved changesets -- score normalized to 4",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 22 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": "30 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 8",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 9",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "3 out of the last 3 releases have a total of 3 signed artifacts.",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "3 existing vulnerabilities detected",
                "points": 5.2,
                "status": "partial",
                "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:sbi@0.26.1 runtime dependency closure — what installing the published package pulls in — 32 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:sbi@0.26.1",
                  "assessed": 32
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 32,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 32,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 7
            },
            "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": 77,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_llms_txt": true,
              "legible_history_share": 0.982,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 1849
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": "llms.txt present",
                "points": 15,
                "status": "met",
                "details": [
                  {
                    "code": "llms_txt_present",
                    "params": {}
                  }
                ],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "54 of 55 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 54,
                      "sampled": 55
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
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              "has_dockerfile": true,
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            },
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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."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-22T03:27:20.586468Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/sbi-dev/sbi.svg",
  "full_name": "sbi-dev/sbi",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v0.26.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsPyPI.