Public recordCritical
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-17 02:44 UTC
st143575 / semplaus-plausibleparrots
Modeling Semantic Plausibility WS23/24.
st143575/semplaus-plausibleparrots holds a health index of 21 out of 100, placing it in the Critical band. It scores highest on Engineering Quality (38/100) and lowest on Security (11/100). It was last updated 682 days ago. A single contributor accounts for most of its recent work.
21
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.
21
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
Chong ShenPersonal account
17 followers42 public repossince May 2016
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
18
Development activity
1Critical
How it's scored
| 0/36 | Push recency — last push 682 days ago |
| 0/36 | Commit cadence — 0/52 weeks with commits |
| 0/18 | Commit volume — 0 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
Inputs used
| commits_last_year | 0 |
| human_commit_share | — |
| days_since_last_push | 682 |
| active_weeks_last_year | 0 |
Release discipline
44At risk
How it's scored
| 27/27 | Ships releases — 1 releases published |
| 0/36 | Release recency — latest release 946 days ago |
| 12.6/27 | Release cadence — cadence unknown (single release) |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 1 |
| latest_release_tag | v0.1.0 |
| releases_from_tags | no |
| days_since_latest_release | 946 |
| mean_days_between_releases | — |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
12
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 1 stars |
| 0/25 | Forks — 1 forks |
| 0/15 | Watchers — 1 watchers |
Inputs used
| forks | 1 |
| stars | 1 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
25Critical
How it's scored
| 22.5/22.5 | README |
| 0/22.5 | License — no license file detected |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | no |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
22
Maintainer resilience (bus factor)
14Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 2.6/22.5 | Commit distribution — top contributor authored 88% of commits |
| 2.7/13.5 | Contributor breadth — 2 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0.885 |
Issue & PR responsiveness
1Critical
How it's scored
| 0/46.8 | Issue resolution — no issues or no data |
| 0/38.3 | PR acceptance — no decided pull requests or no data |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.
Ownership & stewardship
54Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 9/25 | Owner reach — 17 followers of st143575 |
| 23.9/25 | Track record — 42 public repos, account ~10 yr old |
Inputs used
| followers | 17 |
| owner_type | User |
| is_verified | — |
| owner_login | st143575 |
| public_repos | 42 |
| account_age_days | 3,698 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Engineering Quality
Are baseline engineering and documentation practices in place?
38
Engineering practices
30At risk
How it's scored
| 0/24 | CI workflows |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | no |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.
Documentation
50Moderate
How it's scored
| 30/30 | README |
| 0/25 | 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 | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
11
Security posture
11Critical
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — no data |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 0/10 | Dangerous-Workflow — no data |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 0/2.5 | License — license file not detected |
| 0/7.5 | Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — no data |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — no data |
| 0/7.5 | Vulnerabilities — 193 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 12 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 6 |
| scorecard_aggregate | 1.1 |
Excluded from scoring (no data or not applicable): ci_tests, dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. 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.
27
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.
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 0/11 | Static type checking |
| 0/10 | Reproducible environment |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — no data |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance, OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
Code legibility for models
55Moderate
How it's scored
| 0/45 | Type-checkable code — Jupyter Notebook without a type-check config |
| 55/55 | Manageable file sizes — 0/4 source files over 60KB |
Inputs used
| primary_language | Jupyter Notebook |
| largest_source_bytes | 5,385 |
| source_files_sampled | 4 |
| oversized_source_files | 0 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — notebooks |
Inputs used
| example_dirs | notebooks |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
1GitHub stars
2contributors
0commits, last 12 months
682days since last push
1releases
1bus factor
0open issues
PyPIpackage ecosystems
More detail
OpenSSF Scorecard 1.1 / 10
1.1aggregate
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 |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| n/a | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| n/a | Dangerous-Workflow | no workflows found |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 0 | License | license file not detected |
| 0 | Maintained | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| n/a | Packaging | packaging workflow not detected |
| n/a | Pinned-Dependencies | no dependencies found |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| n/a | Token-Permissions | No tokens found |
| 0 | Vulnerabilities | 193 existing vulnerabilities detected |
All dependencies 240
Full resolved dependency set from the GitHub dependency graph: 0 direct and 240 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | accelerate | 0.25.0 | indirect |
| PyPI | aiohttp | 3.9.1 | indirect |
| PyPI | aiosignal | 1.3.1 | indirect |
| PyPI | annotated-types | 0.6.0 | indirect |
| PyPI | anyio | 4.2.0 | indirect |
| PyPI | argon2-cffi | 23.1.0 | indirect |
| PyPI | argon2-cffi-bindings | 21.2.0 | indirect |
| PyPI | arrow | 1.3.0 | indirect |
| PyPI | asttokens | 2.4.1 | indirect |
| PyPI | async-timeout | 4.0.3 | indirect |
| PyPI | attrs | 23.1.0 | indirect |
| PyPI | attrs | 23.2.0 | indirect |
| PyPI | beautifulsoup4 | 4.12.2 | indirect |
| PyPI | beautifulsoup4 | 4.12.3 | indirect |
| PyPI | bleach | 6.1.0 | indirect |
| PyPI | blis | 0.7.11 | indirect |
| PyPI | boto3 | 1.34.4 | indirect |
| PyPI | botocore | 1.34.4 | indirect |
| PyPI | catalogue | 2.0.10 | indirect |
| PyPI | certifi | 2022.12.7 | indirect |
| PyPI | certifi | 2023.11.17 | indirect |
| PyPI | cffi | 1.16.0 | indirect |
| PyPI | charset-normalizer | 2.1.1 | indirect |
| PyPI | charset-normalizer | 3.3.2 | indirect |
| PyPI | click | 8.1.7 | indirect |
| PyPI | cloudpathlib | 0.16.0 | indirect |
| PyPI | comm | 0.2.0 | indirect |
| PyPI | comm | 0.2.1 | indirect |
| PyPI | confection | 0.1.4 | indirect |
| PyPI | contourpy | 1.2.0 | indirect |
| PyPI | cycler | 0.12.1 | indirect |
| PyPI | cymem | 2.0.8 | indirect |
| PyPI | datasets | 2.16.1 | indirect |
| PyPI | debugpy | 1.8.0 | indirect |
| PyPI | decorator | 5.1.1 | indirect |
| PyPI | defusedxml | 0.7.1 | indirect |
| PyPI | dill | 0.3.7 | indirect |
| PyPI | emoji | 2.9.0 | indirect |
| PyPI | entrypoints | 0.4 | indirect |
| PyPI | evaluate | 0.4.1 | indirect |
| PyPI | exceptiongroup | 1.2.0 | indirect |
| PyPI | executing | 2.0.1 | indirect |
| PyPI | fastjsonschema | 2.19.0 | indirect |
| PyPI | fastjsonschema | 2.19.1 | indirect |
| PyPI | filelock | 3.13.1 | indirect |
| PyPI | filelock | 3.9.0 | indirect |
| PyPI | fonttools | 4.47.0 | indirect |
| PyPI | fonttools | 4.47.2 | indirect |
| PyPI | fqdn | 1.5.1 | indirect |
| PyPI | frozenlist | 1.4.1 | indirect |
| PyPI | fsspec | 2023.10.0 | indirect |
| PyPI | fsspec | 2023.12.2 | indirect |
| PyPI | gdown | 4.4.0 | indirect |
| PyPI | gensim | 4.3.2 | indirect |
| PyPI | glen | 1.4 | indirect |
| PyPI | googledrivedownloader | 0.4 | indirect |
| PyPI | graphviz | 0.20.1 | indirect |
| PyPI | huggingface-hub | 0.20.1 | indirect |
| PyPI | huggingface-hub | 0.20.3 | indirect |
| PyPI | idna | 3.4 | indirect |
| PyPI | idna | 3.6 | indirect |
| PyPI | ipykernel | 6.27.1 | indirect |
| PyPI | ipykernel | 6.28.0 | indirect |
| PyPI | ipykernel | 6.29.0 | indirect |
| PyPI | ipython | 8.18.1 | indirect |
| PyPI | ipython | 8.19.0 | indirect |
| PyPI | ipython | 8.20.0 | indirect |
| PyPI | ipython-genutils | 0.2.0 | indirect |
| PyPI | ipywidgets | 8.1.1 | indirect |
| PyPI | isoduration | 20.11.0 | indirect |
| PyPI | jedi | 0.19.1 | indirect |
| PyPI | jinja2 | 3.1.2 | indirect |
| PyPI | jinja2 | 3.1.3 | indirect |
| PyPI | jmespath | 1.0.1 | indirect |
| PyPI | joblib | 1.3.2 | indirect |
| PyPI | jsonpointer | 2.4 | indirect |
| PyPI | jsonschema | 4.20.0 | indirect |
| PyPI | jsonschema | 4.21.1 | indirect |
| PyPI | jsonschema-specifications | 2023.11.2 | indirect |
| PyPI | jsonschema-specifications | 2023.12.1 | indirect |
| PyPI | jupyter-client | 7.4.9 | indirect |
| PyPI | jupyter-core | 5.5.1 | indirect |
| PyPI | jupyter-core | 5.7.0 | indirect |
| PyPI | jupyter-core | 5.7.1 | indirect |
| PyPI | jupyter-events | 0.9.0 | indirect |
| PyPI | jupyter-server | 2.12.1 | indirect |
| PyPI | jupyter-server | 2.12.5 | indirect |
| PyPI | jupyter-server-terminals | 0.5.0 | indirect |
| PyPI | jupyter-server-terminals | 0.5.1 | indirect |
| PyPI | jupyterlab-pygments | 0.3.0 | indirect |
| PyPI | jupyterlab-widgets | 3.0.9 | indirect |
| PyPI | kiwisolver | 1.4.5 | indirect |
| PyPI | langcodes | 3.3.0 | indirect |
| PyPI | markupsafe | 2.1.3 | indirect |
| PyPI | markupsafe | 2.1.4 | indirect |
| PyPI | matplotlib | 3.8.2 | indirect |
| PyPI | matplotlib-inline | 0.1.6 | indirect |
| PyPI | mistune | 3.0.2 | indirect |
| PyPI | mpmath | 1.3.0 | indirect |
| PyPI | multidict | 6.0.4 | indirect |
| PyPI | multiprocess | 0.70.15 | indirect |
| PyPI | murmurhash | 1.0.10 | indirect |
| PyPI | mypy-extensions | 1.0.0 | indirect |
| PyPI | nbclassic | 1.0.0 | indirect |
| PyPI | nbclient | 0.9.0 | indirect |
| PyPI | nbconvert | 7.13.0 | indirect |
| PyPI | nbconvert | 7.14.0 | indirect |
| PyPI | nbconvert | 7.14.2 | indirect |
| PyPI | nbformat | 5.9.2 | indirect |
| PyPI | nest-asyncio | 1.5.8 | indirect |
| PyPI | nest-asyncio | 1.6.0 | indirect |
| PyPI | networkx | 3.0 | indirect |
| PyPI | networkx | 3.2.1 | indirect |
| PyPI | nltk | 3.8.1 | indirect |
| PyPI | notebook | 6.5.6 | indirect |
| PyPI | notebook-shim | 0.2.3 | indirect |
| PyPI | numpy | 1.24.1 | indirect |
| PyPI | numpy | 1.26.3 | indirect |
| PyPI | nvidia-cublas-cu12 | 12.1.3.1 | indirect |
| PyPI | nvidia-cuda-cupti-cu12 | 12.1.105 | indirect |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.1.105 | indirect |
| PyPI | nvidia-cuda-runtime-cu12 | 12.1.105 | indirect |
| PyPI | nvidia-cudnn-cu12 | 8.9.2.26 | indirect |
| PyPI | nvidia-cufft-cu12 | 11.0.2.54 | indirect |
| PyPI | nvidia-curand-cu12 | 10.3.2.106 | indirect |
| PyPI | nvidia-cusolver-cu12 | 11.4.5.107 | indirect |
| PyPI | nvidia-cusparse-cu12 | 12.1.0.106 | indirect |
| PyPI | nvidia-nccl-cu12 | 2.18.1 | indirect |
| PyPI | nvidia-nvjitlink-cu12 | 12.3.101 | indirect |
| PyPI | nvidia-nvtx-cu12 | 12.1.105 | indirect |
| PyPI | openai | 0.27.8 | indirect |
| PyPI | overrides | 7.4.0 | indirect |
| PyPI | overrides | 7.6.0 | indirect |
| PyPI | packaging | 23.2 | indirect |
| PyPI | pandas | 2.1.4 | indirect |
| PyPI | pandas | 2.2.0 | indirect |
| PyPI | pandocfilters | 1.5.0 | indirect |
| PyPI | pandocfilters | 1.5.1 | indirect |
| PyPI | parso | 0.8.3 | indirect |
| PyPI | pexpect | 4.9.0 | indirect |
| PyPI | pillow | 10.2.0 | indirect |
| PyPI | pillow | 9.3.0 | indirect |
| PyPI | platformdirs | 4.1.0 | indirect |
| PyPI | preshed | 3.0.9 | indirect |
| PyPI | prometheus-client | 0.19.0 | indirect |
| PyPI | prompt-toolkit | 3.0.43 | indirect |
| PyPI | protobuf | 4.25.1 | indirect |
| PyPI | psutil | 5.9.7 | indirect |
| PyPI | psutil | 5.9.8 | indirect |
| PyPI | ptyprocess | 0.7.0 | indirect |
| PyPI | pure-eval | 0.2.2 | indirect |
| PyPI | pyarrow | 14.0.2 | indirect |
| PyPI | pyarrow | 15.0.0 | indirect |
| PyPI | pyarrow-hotfix | 0.6 | indirect |
| PyPI | pycparser | 2.21 | indirect |
| PyPI | pydantic | 2.5.3 | indirect |
| PyPI | pydantic-core | 2.14.6 | indirect |
| PyPI | pygments | 2.17.2 | indirect |
| PyPI | pyparsing | 3.1.1 | indirect |
| PyPI | python-dateutil | 2.8.2 | indirect |
| PyPI | python-json-logger | 2.0.7 | indirect |
| PyPI | pytorch-transformers | 1.2.0 | indirect |
| PyPI | pytz | 2023.3.post1 | indirect |
| PyPI | pyyaml | 6.0.1 | indirect |
| PyPI | pyzmq | 24.0.1 | indirect |
| PyPI | qwikidata | 0.4.2 | indirect |
| PyPI | referencing | 0.32.0 | indirect |
| PyPI | referencing | 0.32.1 | indirect |
| PyPI | regex | 2023.10.3 | indirect |
| PyPI | regex | 2023.12.25 | indirect |
| PyPI | requests | 2.28.1 | indirect |
| PyPI | requests | 2.31.0 | indirect |
| PyPI | responses | 0.18.0 | indirect |
| PyPI | rfc3339-validator | 0.1.4 | indirect |
| PyPI | rfc3986-validator | 0.1.1 | indirect |
| PyPI | rpds-py | 0.15.2 | indirect |
| PyPI | rpds-py | 0.16.2 | indirect |
| PyPI | rpds-py | 0.17.1 | indirect |
| PyPI | s3transfer | 0.9.0 | indirect |
| PyPI | sacremoses | 0.1.1 | indirect |
| PyPI | safetensors | 0.4.1 | indirect |
| PyPI | scikit-learn | 1.3.2 | indirect |
| PyPI | scipy | 1.11.4 | indirect |
| PyPI | scipy | 1.12.0 | indirect |
| PyPI | seaborn | 0.13.1 | indirect |
| PyPI | send2trash | 1.8.2 | indirect |
| PyPI | sentence-transformers | 2.2.2 | indirect |
| PyPI | sentencepiece | 0.1.99 | indirect |
| PyPI | six | 1.16.0 | indirect |
| PyPI | smart-open | 6.4.0 | indirect |
| PyPI | sniffio | 1.3.0 | indirect |
| PyPI | soupsieve | 2.5 | indirect |
| PyPI | spacy | 3.7.2 | indirect |
| PyPI | spacy-legacy | 3.0.12 | indirect |
| PyPI | spacy-loggers | 1.0.5 | indirect |
| PyPI | srsly | 2.4.8 | indirect |
| PyPI | stack-data | 0.6.3 | indirect |
| PyPI | stanza | 1.7.0 | indirect |
| PyPI | sympy | 1.12 | indirect |
| PyPI | terminado | 0.18.0 | indirect |
| PyPI | thinc | 8.2.2 | indirect |
| PyPI | threadpoolctl | 3.2.0 | indirect |
| PyPI | tinycss2 | 1.2.1 | indirect |
| PyPI | tokenizers | 0.13.3 | indirect |
| PyPI | tokenizers | 0.15.0 | indirect |
| PyPI | toml | 0.10.2 | indirect |
| PyPI | torch | 2.1.2 | indirect |
| PyPI | torch | 2.1.2+cu118 | indirect |
| PyPI | torchaudio | 2.1.2 | indirect |
| PyPI | torchaudio | 2.1.2+cu118 | indirect |
| PyPI | torchvision | 0.16.2 | indirect |
| PyPI | torchvision | 0.16.2+cu118 | indirect |
| PyPI | tornado | 6.4 | indirect |
| PyPI | tqdm | 4.66.1 | indirect |
| PyPI | traitlets | 5.14.0 | indirect |
| PyPI | traitlets | 5.14.1 | indirect |
| PyPI | transformers | 4.29.2 | indirect |
| PyPI | transformers | 4.36.2 | indirect |
| PyPI | triton | 2.1.0 | indirect |
| PyPI | typer | 0.9.0 | indirect |
| PyPI | types-python-dateutil | 2.8.19.14 | indirect |
| PyPI | types-python-dateutil | 2.8.19.20240106 | indirect |
| PyPI | typing-extensions | 4.4.0 | indirect |
| PyPI | typing-extensions | 4.9.0 | indirect |
| PyPI | tzdata | 2023.3 | indirect |
| PyPI | tzdata | 2023.4 | indirect |
| PyPI | uri-template | 1.3.0 | indirect |
| PyPI | urllib3 | 1.26.13 | indirect |
| PyPI | urllib3 | 2.1.0 | indirect |
| PyPI | wasabi | 1.1.2 | indirect |
| PyPI | wcwidth | 0.2.12 | indirect |
| PyPI | wcwidth | 0.2.13 | indirect |
| PyPI | weasel | 0.3.4 | indirect |
| PyPI | webcolors | 1.13 | indirect |
| PyPI | webencodings | 0.5.1 | indirect |
| PyPI | websocket-client | 1.7.0 | indirect |
| PyPI | widgetsnbextension | 4.0.9 | indirect |
| PyPI | wordcloud | 1.9.3 | indirect |
| PyPI | xxhash | 3.4.1 | indirect |
| PyPI | yarl | 1.9.4 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 59663,
"has_wiki": true,
"homepage": null,
"languages": {
"Python": 12163,
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"points": 0,
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}
],
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{
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"points": 0,
"status": "missed",
"details": [
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"params": {
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}
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{
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{
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"name": "Community health",
"note": null,
"notes": [],
"value": 25,
"inputs": {
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"has_license": false,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
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"components": [
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"detail": null,
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"status": "met",
"details": [],
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},
{
"key": "license",
"name": "License",
"detail": "no license file detected",
"points": 0,
"status": "missed",
"details": [
{
"code": "license_absent",
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}
],
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},
{
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"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
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"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
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"details": [],
"max_points": 7.2
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{
"key": "pr_template",
"name": "PR template",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
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]
}
],
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},
{
"key": "governance",
"band": "critical",
"name": "Sustainability & Governance",
"value": 22,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
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"note": null,
"notes": [],
"value": 14,
"inputs": {
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"components": [
{
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"name": "Bus factor",
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"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
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}
],
"max_points": 54
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{
"key": "commit_distribution",
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"detail": "top contributor authored 88% of commits",
"points": 2.6,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 88
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}
],
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{
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"details": [
{
"code": "contributors_sampled",
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}
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{
"key": "openssf_scorecard_contributors",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
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"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
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"closed_issues": 0,
"issue_closed_ratio": null,
"closed_unmerged_prs": 0
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "no issues or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
"params": {}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "no decided pull requests or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_decided_prs_or_data",
"params": {}
}
],
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{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
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{
"code": "weights_renormalized",
"params": {}
}
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"value": 54,
"inputs": {
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"owner_type": "User",
"is_verified": null,
"owner_login": "st143575",
"public_repos": 42,
"account_age_days": 3698
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"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
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"detail": "17 followers of st143575",
"points": 9,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
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"login": "st143575"
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}
],
"max_points": 25
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{
"key": "track_record",
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"points": 23.9,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
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}
},
{
"code": "account_age_years",
"params": {
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}
}
],
"max_points": 25
}
]
}
],
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},
{
"key": "engineering",
"band": "at_risk",
"name": "Engineering Quality",
"value": 38,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "at_risk",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 30,
"inputs": {
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"has_tests": true,
"has_editorconfig": false,
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{
"key": "ci_workflows",
"name": "CI workflows",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 24
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{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
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"details": [],
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{
"key": "linter_config",
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"status": "missed",
"details": [],
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{
"key": "pre_commit_hooks",
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"points": 0,
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{
"key": "editorconfig",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 50,
"inputs": {
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"components": [
{
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"details": [],
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{
"key": "documentation_directory",
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"points": 0,
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{
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{
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"points": 0,
"status": "missed",
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{
"key": "wiki",
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"points": 10,
"status": "met",
"details": [],
"max_points": 10
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}
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{
"key": "security",
"band": "critical",
"name": "Security",
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"weight": 0.16,
"metrics": [
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"inputs": {
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{
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{
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{
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{
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{
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"status": "missed",
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{
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{
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{
"key": "fuzzing",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
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{
"key": "packaging",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
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],
"max_points": 5
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{
"key": "pinned_dependencies",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
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],
"max_points": 5
},
{
"key": "sast",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "security_policy",
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"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
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{
"key": "signed_releases",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
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],
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{
"key": "token_permissions",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
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],
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{
"key": "vulnerabilities",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
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]
}
],
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{
"key": "ai_readiness",
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"name": "AI Readiness",
"value": 27,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
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"name": "Agent context & guidance",
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},
{
"code": "weights_renormalized",
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"value": 1,
"inputs": {
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"agent_instruction_files": [],
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"components": [
{
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"status": "missed",
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}
],
"max_points": 45
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{
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},
{
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"code": "no_data",
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}
],
"max_points": 40
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]
},
{
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},
{
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"value": 31,
"inputs": {
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"components": [
{
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"points": 0,
"status": "missed",
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},
{
"key": "automated_tests",
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"points": 22,
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},
{
"key": "lint_format_config",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "static_type_checking",
"name": "Static type checking",
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"points": 0,
"status": "missed",
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},
{
"key": "reproducible_environment",
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"points": 0,
"status": "missed",
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},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
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}
],
"max_points": 10
},
{
"key": "automated_maintenance",
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"status": "excluded",
"details": [
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"code": "no_data",
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],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
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"status": "excluded",
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}
],
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]
},
{
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"notes": [],
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{
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],
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]
},
{
"key": "ai_interfaces",
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"notes": [],
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"points": 0,
"status": "missed",
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{
"key": "mcp_server",
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{
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],
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"license_state": "absent",
"license_spdx": null
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.11.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.