Public recordGood
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-17 17:33 UTC
sasview / sasview
Code for the SasView application.
sasview/sasview holds a health index of 75 out of 100, placing it in the Good band. It scores highest on Vitality (95/100) and lowest on AI Readiness (39/100). It was last updated today. 4 contributors account for most of its recent work.
75
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.
75
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
SasViewOrganization
41 followers20 public repossince Feb 2015
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 | Tags |
|---|---|---|---|---|---|---|
| PyPI | sasview | 6.1.3 | - | 12 | 128 days ago | x-raydata-analysisneutronscatteringsmall-angle |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
95
Development activity
99Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 34.6/36 | Commit cadence — 50/52 weeks with commits |
| 18/18 | Commit volume — 866 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 19 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 866 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 50 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 59 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~23.4 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 59 |
| latest_release_tag | nightly-build |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 23.4 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
54
Popularity & adoption
52Moderate
How it's scored
| 30.6/60 | Stars — 78 stars |
| 14/25 | Forks — 49 forks |
| 7.7/15 | Watchers — 25 watchers |
Inputs used
| forks | 49 |
| stars | 78 |
| watchers | 25 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
57Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (BSD-3-Clause) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | 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 | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
82
Maintainer resilience (bus factor)
85Excellent
How it's scored
| 43.2/54 | Bus factor — 4 contributor(s) cover half of all commits |
| 18.5/22.5 | Commit distribution — top contributor authored 18% of commits |
| 13.5/13.5 | Contributor breadth — 81 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 19 contributing companies or organizations |
Inputs used
| bus_factor | 4 |
| contributors_sampled | 81 |
| top_contributor_share | 0.177 |
How it's scored
| 36.8/46.8 | Issue resolution — 79% of issues closed |
| 31.8/38.3 | PR acceptance — 1,160/1,395 decided PRs merged |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Inputs used
| merged_prs | 1,160 |
| open_issues | 491 |
| closed_issues | 1,828 |
| issue_closed_ratio | 0.788 |
| closed_unmerged_prs | 235 |
Ownership & stewardship
63Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 11.7/25 | Owner reach — 41 followers of SasView |
| 21.6/25 | Track record — 20 public repos, account ~11 yr old |
Inputs used
| followers | 41 |
| owner_type | Organization |
| is_verified | — |
| owner_login | SasView |
| public_repos | 20 |
| account_age_days | 4,179 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 128 days ago |
| 20/20 | Version history — 12 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | sasview |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 128 |
Engineering Quality
Are baseline engineering and documentation practices in place?
85
Engineering practices
92Excellent
How it's scored
| 24/24 | CI workflows — 2 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 27 out of 28 merged PRs checked by a CI test -- score normalized to 9 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
75Good
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | — |
| 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?
51
Security posture
51Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.2/2.5 | CI-Tests — 27 out of 28 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 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 |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 19 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 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 43 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5.1 |
Excluded from scoring (no data or not applicable): packaging. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
39
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 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 | — |
| agent_instruction_max_bytes | — |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
62Moderate
How it's scored
| 18/18 | One-command bootstrap — docs/sphinx-docs/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config |
| 0/11 | Static type checking |
| 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 | no |
| bootstrap_files | docs/sphinx-docs/Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| 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
54Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 54.5/55 | Manageable file sizes — 6/671 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 145,752 |
| source_files_sampled | 671 |
| oversized_source_files | 6 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples, notebooks |
Inputs used
| example_dirs | examples, notebooks |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
78GitHub stars
81contributors
866commits, last 12 months
0days since last push
59releases
4bus factor
491open issues
PyPIpackage ecosystems
More detail
OpenSSF Scorecard 5.1 / 10
5.1aggregate
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 |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 9 | CI-Tests | 27 out of 28 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 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 |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 19 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 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 43 existing vulnerabilities detected |
All dependencies 289
Full resolved dependency set from the GitHub dependency graph: 0 direct and 289 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | accesscontrol | 7.3 | indirect |
| PyPI | acquisition | 6.2 | indirect |
| PyPI | aiohappyeyeballs | 2.6.1 | indirect |
| PyPI | aiohttp | 3.13.5 | indirect |
| PyPI | aiosignal | 1.4.0 | indirect |
| PyPI | alabaster | 1.0.0 | indirect |
| PyPI | appnope | 0.1.4 | indirect |
| PyPI | arabic-reshaper | 3.0.1 | indirect |
| PyPI | asn1crypto | 1.5.1 | indirect |
| PyPI | astroid | 4.0.4 | indirect |
| PyPI | asttokens | 3.0.1 | indirect |
| PyPI | attrs | 26.1.0 | indirect |
| PyPI | authencoding | 6.0 | indirect |
| PyPI | automat | 25.4.16 | indirect |
| PyPI | babel | 2.18.0 | indirect |
| PyPI | beautifulsoup4 | 4.14.3 | indirect |
| PyPI | bidict | 0.23.1 | indirect |
| PyPI | blinker | 1.9.0 | indirect |
| PyPI | btrees | 6.4 | indirect |
| PyPI | build | — | indirect |
| PyPI | bumps | — | indirect |
| PyPI | bumps | 1.0.4 | indirect |
| PyPI | certifi | 2026.4.22 | indirect |
| PyPI | cffi | — | indirect |
| PyPI | cffi | 2.0.0 | indirect |
| PyPI | cfgv | 3.5.0 | indirect |
| PyPI | chameleon | 4.6.0 | indirect |
| PyPI | charset-normalizer | 3.4.7 | indirect |
| PyPI | cloudpickle | 3.1.2 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | columnize | 0.3.11 | indirect |
| PyPI | comm | 0.2.3 | indirect |
| PyPI | constantly | 23.10.4 | indirect |
| PyPI | contourpy | 1.3.3 | indirect |
| PyPI | cryptography | 48.0.0 | indirect |
| PyPI | cssselect2 | 0.9.0 | indirect |
| PyPI | cycler | 0.12.1 | indirect |
| PyPI | datetime | 6.0 | indirect |
| PyPI | debugpy | 1.8.20 | indirect |
| PyPI | decorator | 5.3.1 | indirect |
| PyPI | dill | 0.4.1 | indirect |
| PyPI | distlib | 0.4.0 | indirect |
| PyPI | dj-rest-auth | — | indirect |
| PyPI | django | — | indirect |
| PyPI | django-allauth | — | indirect |
| PyPI | django-rest-knox | — | indirect |
| PyPI | djangorestframework | — | indirect |
| PyPI | documenttemplate | 5.3 | indirect |
| PyPI | docutils | — | indirect |
| PyPI | docutils | 0.22.4 | indirect |
| PyPI | dominate | — | indirect |
| PyPI | dominate | 2.9.1 | indirect |
| PyPI | executing | 2.2.1 | indirect |
| PyPI | extensionclass | 6.3 | indirect |
| PyPI | filelock | 3.29.0 | indirect |
| PyPI | fonttools | 4.63.0 | indirect |
| PyPI | freetype-py | 2.5.1 | indirect |
| PyPI | frozenlist | 1.8.0 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | h5py | — | indirect |
| PyPI | h5py | 3.16.0 | indirect |
| PyPI | hatch-build-scripts | — | indirect |
| PyPI | hatch-requirements-txt | — | indirect |
| PyPI | hatch-sphinx | — | indirect |
| PyPI | hatch-vcs | — | indirect |
| PyPI | hatchling | — | indirect |
| PyPI | html2text | — | indirect |
| PyPI | html2text | 2025.4.15 | indirect |
| PyPI | html5lib | — | indirect |
| PyPI | html5lib | 1.1 | indirect |
| PyPI | hyperlink | 21.0.0 | indirect |
| PyPI | identify | 2.6.19 | indirect |
| PyPI | idna | 3.15 | indirect |
| PyPI | imagesize | 2.0.0 | indirect |
| PyPI | incremental | 24.11.0 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | ipykernel | 7.2.0 | indirect |
| PyPI | ipython | — | indirect |
| PyPI | ipython | 9.13.0 | indirect |
| PyPI | ipython-pygments-lexers | 1.1.1 | indirect |
| PyPI | isort | 8.0.1 | indirect |
| PyPI | jedi | 0.20.0 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | jsonschema | — | indirect |
| PyPI | jsonschema | 4.26.0 | indirect |
| PyPI | jsonschema-specifications | 2025.9.1 | indirect |
| PyPI | jupyter-client | 8.8.0 | indirect |
| PyPI | jupyter-core | 5.9.1 | indirect |
| PyPI | kiwisolver | 1.5.0 | indirect |
| PyPI | legacy-cgi | 2.6.4 | indirect |
| PyPI | llvmlite | 0.47.0 | indirect |
| PyPI | lxml | — | indirect |
| PyPI | lxml | 6.1.0 | indirect |
| PyPI | mako | — | indirect |
| PyPI | mako | 1.3.12 | indirect |
| PyPI | markupsafe | 3.0.3 | indirect |
| PyPI | matplotlib | — | indirect |
| PyPI | matplotlib | 3.10.9 | indirect |
| PyPI | matplotlib-inline | 0.2.2 | indirect |
| PyPI | mccabe | 0.7.0 | indirect |
| PyPI | mpld3 | 0.5.12 | indirect |
| PyPI | msgpack | 1.1.2 | indirect |
| PyPI | multidict | 6.7.1 | indirect |
| PyPI | multimapping | 5.1 | indirect |
| PyPI | multipart | 1.3.1 | indirect |
| PyPI | narwhals | 2.21.2 | indirect |
| PyPI | nest-asyncio | 1.6.0 | indirect |
| PyPI | nodeenv | 1.10.0 | indirect |
| PyPI | numba | — | indirect |
| PyPI | numba | 0.65.1 | indirect |
| PyPI | numpy | — | indirect |
| PyPI | numpy | 2.4.5 | indirect |
| PyPI | oscrypto | 1.3.0 | indirect |
| PyPI | packaging | — | indirect |
| PyPI | packaging | 26.2 | indirect |
| PyPI | parso | 0.8.7 | indirect |
| PyPI | pastedeploy | 3.1.0 | indirect |
| PyPI | periodictable | — | indirect |
| PyPI | periodictable | 2.1.0 | indirect |
| PyPI | persistence | 5.4 | indirect |
| PyPI | persistent | 6.6 | indirect |
| PyPI | pexpect | 4.9.0 | indirect |
| PyPI | pillow | 12.2.0 | indirect |
| PyPI | pip-licenses | — | indirect |
| PyPI | platformdirs | — | indirect |
| PyPI | platformdirs | 4.9.6 | indirect |
| PyPI | plotly | 6.7.0 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | pre-commit | — | indirect |
| PyPI | pre-commit | 4.6.0 | indirect |
| PyPI | prompt-toolkit | 3.0.52 | indirect |
| PyPI | propcache | 0.5.2 | indirect |
| PyPI | psutil | 7.2.2 | indirect |
| PyPI | ptyprocess | 0.7.0 | indirect |
| PyPI | pure-eval | 0.2.3 | indirect |
| PyPI | py-cpuinfo | 9.0.0 | indirect |
| PyPI | pyausaxs | — | indirect |
| PyPI | pyausaxs | 1.1.5 | indirect |
| PyPI | pybind11 | — | indirect |
| PyPI | pybind11 | 3.0.4 | indirect |
| PyPI | pycairo | 1.29.0 | indirect |
| PyPI | pycparser | 3.0 | indirect |
| PyPI | pygments | 2.20.0 | indirect |
| PyPI | pyhanko | 0.35.1 | indirect |
| PyPI | pyhanko-certvalidator | 0.31.1 | indirect |
| PyPI | pylint | — | indirect |
| PyPI | pylint | 4.0.5 | indirect |
| PyPI | pyopencl | — | indirect |
| PyPI | pyopencl | 2026.1.2 | indirect |
| PyPI | pyopengl | — | indirect |
| PyPI | pyopengl | 3.1.10 | indirect |
| PyPI | pyparsing | — | indirect |
| PyPI | pyparsing | 3.3.2 | indirect |
| PyPI | pypdf | 6.11.0 | indirect |
| PyPI | pyside6 | — | indirect |
| PyPI | pyside6 | 6.11.1 | indirect |
| PyPI | pyside6-addons | 6.11.1 | indirect |
| PyPI | pyside6-essentials | 6.11.1 | indirect |
| PyPI | pytest | — | indirect |
| PyPI | pytest | 9.0.3 | indirect |
| PyPI | pytest-mock | — | indirect |
| PyPI | pytest-qt | — | indirect |
| PyPI | python-bidi | 0.6.10 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-discovery | 1.3.1 | indirect |
| PyPI | python-engineio | 4.13.1 | indirect |
| PyPI | python-gettext | 5.0 | indirect |
| PyPI | python-socketio | 5.16.1 | indirect |
| PyPI | pytools | — | indirect |
| PyPI | pytools | 2026.1 | indirect |
| PyPI | pytz | 2026.2 | indirect |
| PyPI | pywin32 | — | indirect |
| PyPI | pywin32 | 311 | indirect |
| PyPI | pyyaml | 6.0.3 | indirect |
| PyPI | pyzmq | 27.1.0 | indirect |
| PyPI | qtconsole | — | indirect |
| PyPI | qtconsole | 5.7.2 | indirect |
| PyPI | qtpy | 2.4.3 | indirect |
| PyPI | referencing | 0.37.0 | indirect |
| PyPI | reportlab | 4.5.1 | indirect |
| PyPI | requests | — | indirect |
| PyPI | requests | 2.34.2 | indirect |
| PyPI | restrictedpython | 8.1 | indirect |
| PyPI | rlpycairo | 0.4.0 | indirect |
| PyPI | roman | 5.2 | indirect |
| PyPI | roman-numerals | 4.1.0 | indirect |
| PyPI | rpds-py | 0.30.0 | indirect |
| PyPI | sasdata | — | indirect |
| PyPI | sasmodels | — | indirect |
| PyPI | scipy | — | indirect |
| PyPI | scipy | 1.17.1 | indirect |
| PyPI | setuptools | 82.0.1 | indirect |
| PyPI | shiboken6 | 6.11.1 | indirect |
| PyPI | simple-websocket | 1.1.0 | indirect |
| PyPI | siphash24 | — | indirect |
| PyPI | siphash24 | 1.8 | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | snowballstemmer | 3.0.1 | indirect |
| PyPI | soupsieve | 2.8.3 | indirect |
| PyPI | sphinx | 9.1.0 | indirect |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | indirect |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | indirect |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | indirect |
| PyPI | stack-data | 0.6.3 | indirect |
| PyPI | superqt | — | indirect |
| PyPI | superqt | 0.8.1 | indirect |
| PyPI | svglib | 1.6.0 | indirect |
| PyPI | tccbox | — | indirect |
| PyPI | tccbox | 2025.10.27 | indirect |
| PyPI | tinycss2 | 1.5.1 | indirect |
| PyPI | tomlkit | 0.15.0 | indirect |
| PyPI | tornado | 6.5.5 | indirect |
| PyPI | traitlets | 5.15.0 | indirect |
| PyPI | transaction | 5.1 | indirect |
| PyPI | twisted | — | indirect |
| PyPI | twisted | 26.4.0 | indirect |
| PyPI | typing-extensions | 4.15.0 | indirect |
| PyPI | tzdata | 2026.2 | indirect |
| PyPI | tzlocal | 5.3.1 | indirect |
| PyPI | uncertainties | — | indirect |
| PyPI | uncertainties | 3.2.3 | indirect |
| PyPI | unittest-xml-reporting | — | indirect |
| PyPI | unittest-xml-reporting | 4.0.0 | indirect |
| PyPI | uritools | 6.1.0 | indirect |
| PyPI | urllib3 | 2.7.0 | indirect |
| PyPI | virtualenv | 21.3.3 | indirect |
| PyPI | waitress | 3.0.2 | indirect |
| PyPI | wcwidth | 0.7.0 | indirect |
| PyPI | webencodings | 0.5.1 | indirect |
| PyPI | webob | 1.8.9 | indirect |
| PyPI | webtest | 3.0.7 | indirect |
| PyPI | wsgiproxy2 | 0.5.1 | indirect |
| PyPI | wsproto | 1.3.2 | indirect |
| PyPI | xhtml2pdf | — | indirect |
| PyPI | xhtml2pdf | 0.2.17 | indirect |
| PyPI | yarl | 1.23.0 | indirect |
| PyPI | z3c-pt | 5.1 | indirect |
| PyPI | zc-lockfile | 4.0 | indirect |
| PyPI | zconfig | 4.3 | indirect |
| PyPI | zexceptions | 6.0 | indirect |
| PyPI | zodb | 6.3 | indirect |
| PyPI | zodbpickle | 4.4 | indirect |
| PyPI | zope | — | indirect |
| PyPI | zope | 6.1 | indirect |
| PyPI | zope-annotation | 6.0 | indirect |
| PyPI | zope-browser | 4.0 | indirect |
| PyPI | zope-browsermenu | 6.0 | indirect |
| PyPI | zope-browserpage | 6.0 | indirect |
| PyPI | zope-browserresource | 6.0 | indirect |
| PyPI | zope-cachedescriptors | 6.0 | indirect |
| PyPI | zope-component | 7.1 | indirect |
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"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": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "27 out of 28 merged PRs checked by a CI test -- score normalized to 9",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "all changesets reviewed",
"points": 7.5,
"status": "met",
"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": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 19 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "43 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"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": 2
},
"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": "at_risk",
"name": "AI Readiness",
"value": 39,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"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": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 62,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"docs/sphinx-docs/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "docs/sphinx-docs/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/sphinx-docs/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 54,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 145752,
"source_files_sampled": 671,
"oversized_source_files": 6
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "6/671 source files over 60KB",
"points": 54.5,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 671,
"oversized": 6
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, notebooks"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-17T17:33:37.551429Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/sasview/sasview.svg",
"full_name": "sasview/sasview",
"license_state": "standard",
"license_spdx": "BSD-3-Clause"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.12.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.