Public recordAt Risk
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-08-24 09:12 UTC
ggs2ggs / openpilot
ggs2ggs/openpilot holds a health index of 23 out of 100, placing it in the At Risk band. It scores highest on Engineering Quality (86/100) and lowest on Vitality (17/100). It was last updated 790 days ago. 3 contributors account for most of its recent work.
23
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
23
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe 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.
The weighted overall 43 is calibrated to 39 on the published index scale (record calibration 2026-08-02).
Ownership
ggs2ggsPersonal account
0 followers186 public repossince Jul 2021
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | openpilotpoints to another repo — not scored | 0.1 | - | 0 | — | commaaiopenpilot |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
17
Development activity
1Critical
Abandonment alert
Work has arrived and nobody has attended to it
no human commit in 790 daysautomated commits excludeda published fix left unappliedreleases stalledOpenSSF Scorecard reports it unmaintainedOverall rating: At Risk ceiling
Silence alone is never the finding — a small, finished library may need no commits for years. This alert requires both: no human commit for a long time, and obligations the project is visibly not discharging. Automated commits do not count as maintenance.
How abandonment is assessedHow it's scored
| 0/36 | Push recency — last push 790 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 | 1 |
| days_since_last_push | 790 |
| active_weeks_last_year | 0 |
Release discipline
40Weak
How it's scored
| 16.2/27 | Ships releases — 73 version tags (no GitHub releases) |
| 0/36 | Release recency — latest release 803 days ago |
| 19.8/27 | Release cadence — a release every ~77 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 73 |
| latest_release_tag | v0.9.7 |
| releases_from_tags | yes |
| days_since_latest_release | 803 |
| mean_days_between_releases | 77 |
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?
36
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 0 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 1 watchers |
Inputs used
| forks | 0 |
| stars | 0 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
77Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 18/18 | 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 |
| readme_badges | 2 |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | codecov.io, github.com |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
42
How it's scored
| 36/54 | Bus factor — 3 contributor(s) cover half of all commits |
| 16.7/22.5 | Commit distribution — top contributor authored 26% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 19 contributing companies or organizations |
Inputs used
| bus_factor | 3 |
| contributors_sampled | 100 |
| top_contributor_share | 0.257 |
Issue & PR responsiveness
1Critical
How it's scored
| 0/42 | Issue resolution — no issues or no data |
| 0/30 | PR acceptance — no decided pull requests or no data |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 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 |
| prs_merged_7d | 0 |
| prs_decided_7d | 0 |
| prs_merged_30d | 0 |
| prs_decided_30d | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
| first_time_authors_30d | 0 |
| first_time_prs_merged_30d | 0 |
| first_time_prs_decided_30d | 0 |
Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance, Newcomer PR acceptance. Remaining weights renormalized.
Ownership & stewardship
41Weak
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 0/25 | Owner reach — 0 followers of ggs2ggs |
| 23.1/25 | Track record — 186 public repos, account ~5 yr old |
Inputs used
| followers | 0 |
| owner_type | User |
| is_verified | — |
| owner_login | ggs2ggs |
| public_repos | 186 |
| account_age_days | 1,853 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Engineering Quality
Are baseline engineering and documentation practices in place?
86
Engineering practices
100Exceptional
How it's scored
| 24/24 | CI workflows — 14 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — pyproject.toml ([tool.ruff]) |
| 9.6/9.6 | Pre-commit hooks |
| 6.4/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | yes |
| has_linter_config | yes |
| has_precommit_config | yes |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.
Documentation
65Good
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 0/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | — |
| docs_site | — |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | no |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
32
Security posture
32At Risk
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 |
| 2.5/2.5 | Contributors — project has 19 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file 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 |
| 1/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2 |
| 0/5 | SAST — no SAST tool detected |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 106 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 3.2 |
Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.
Dependency advisories
33At Risk
How it's scored
| 5.2/35 | Direct dependencies free of known advisories — 6 affected: aiohttp 3.9.5 (critical 9.1), onnx 1.16.1 (critical 9.1), pyjwt 2.8.0 (high 7.5), +3 more |
| 0/25 | Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope |
| 19.4/40 | No advisories left outstanding — 6 advisory-carrying package(s) unaddressed past 90 days; oldest published 808 days ago |
Inputs used
| source | osv |
| advisories | 207 |
| affected_packages | 23 |
| assessed_packages | 338 |
| unassessed_packages | 0 |
| affected_by_severity | critical 5, high 11, moderate 5, low 2 |
| direct_affected_packages | 6 |
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 338 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
60
Agent context & guidance
40Weak
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 83 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| llms_txt_url | — |
| legible_history_share | 0.83 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
63Moderate
How it's scored
| 18/18 | One-command bootstrap — docs/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — pyproject.toml ([tool.ruff]) |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — devcontainer, Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 2/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | poetry.lock |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | docs/Makefile |
| has_devcontainer | yes |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
55Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 54.9/55 | Manageable file sizes — 1/836 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 72,565 |
| source_files_sampled | 836 |
| oversized_source_files | 1 |
Machine-readable interfaces
100Exceptional
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software |
| 0/20 | MCP server — not applicable to this kind of software |
| 40/40 | Runnable examples — examples, notebooks |
Inputs used
| example_dirs | examples, notebooks |
| has_mcp_signal | no |
| api_schema_files | — |
| interfaces_expected_of | — |
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.
Key facts
0GitHub stars
100contributors
0commits, last 12 months
790days since last push
73releases
3bus factor
0open issues
PyPIpackage ecosystems
Data collection warnings
- pypi package 'openpilot' points at a different repository (https://github.com/commaai/openpilot); excluded from ecosystem scoring
- deps.dev does not index pypi:openpilot@0.1; advisories assessed against the repository dependency graph instead
More detail
OpenSSF Scorecard 3.2 / 10
3.2aggregate
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 |
| 10 | Contributors | project has 19 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file 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 |
| 2 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 2 |
| 0 | SAST | no SAST tool detected |
| 10 | Security-Policy | security policy file detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 106 existing vulnerabilities detected |
Direct dependencies 31
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | sounddevice | * | pyproject.toml |
| PyPI | pyserial | * | pyproject.toml |
| PyPI | requests | * | pyproject.toml |
| PyPI | sympy | * | pyproject.toml |
| PyPI | crcmod | * | pyproject.toml |
| PyPI | tqdm | * | pyproject.toml |
| PyPI | smbus2 | * | pyproject.toml |
| PyPI | cffi | * | pyproject.toml |
| PyPI | scons | * | pyproject.toml |
| PyPI | pycapnp | * | pyproject.toml |
| PyPI | Cython | * | pyproject.toml |
| PyPI | setuptools | * | pyproject.toml |
| PyPI | numpy | * | pyproject.toml |
| PyPI | aiohttp | * | pyproject.toml |
| PyPI | aiortc | * | pyproject.toml |
| PyPI | pyaudio | * | pyproject.toml |
| PyPI | libusb1 | * | pyproject.toml |
| PyPI | spidev | * | pyproject.toml |
| PyPI | onnx | >=1.14.0 | pyproject.toml |
| PyPI | onnxruntime | >=1.16.3 | pyproject.toml |
| PyPI | onnxruntime-gpu | >=1.16.3 | pyproject.toml |
| PyPI | pyzmq | * | pyproject.toml |
| PyPI | sentry-sdk | * | pyproject.toml |
| PyPI | PyJWT | * | pyproject.toml |
| PyPI | json-rpc | * | pyproject.toml |
| PyPI | websocket_client | * | pyproject.toml |
| PyPI | casadi | * | pyproject.toml |
| PyPI | future-fstrings | * | pyproject.toml |
| PyPI | psutil | * | pyproject.toml |
| PyPI | pycryptodome | * | pyproject.toml |
| PyPI | zstd | * | pyproject.toml |
All dependencies 338
Full resolved dependency set from the GitHub dependency graph: 31 direct and 307 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | aiohttp | 3.9.5 | direct |
| PyPI | aiortc | 1.9.0 | direct |
| PyPI | casadi | 3.6.5 | direct |
| PyPI | cffi | 1.16.0 | direct |
| PyPI | crcmod | 1.7 | direct |
| PyPI | cython | 3.0.10 | direct |
| PyPI | future-fstrings | 1.2.0 | direct |
| PyPI | json-rpc | 1.15.0 | direct |
| PyPI | libusb1 | 3.1.0 | direct |
| PyPI | numpy | 1.26.4 | direct |
| PyPI | onnx | 1.16.1 | direct |
| PyPI | onnxruntime | 1.18.0 | direct |
| PyPI | onnxruntime-gpu | 1.18.0 | direct |
| PyPI | psutil | 6.0.0 | direct |
| PyPI | pyaudio | 0.2.14 | direct |
| PyPI | pycapnp | 2.0.0 | direct |
| PyPI | pycryptodome | 3.20.0 | direct |
| PyPI | pyjwt | 2.8.0 | direct |
| PyPI | pyserial | 3.5 | direct |
| PyPI | pyzmq | 26.0.3 | direct |
| PyPI | requests | 2.32.3 | direct |
| PyPI | scons | 4.7.0 | direct |
| PyPI | sentry-sdk | 2.6.0 | direct |
| PyPI | setuptools | 70.1.0 | direct |
| PyPI | smbus2 | 0.4.3 | direct |
| PyPI | sounddevice | 0.4.7 | direct |
| PyPI | spidev | 3.6 | direct |
| PyPI | sympy | 1.12.1 | direct |
| PyPI | tqdm | 4.66.4 | direct |
| PyPI | websocket-client | 1.8.0 | direct |
| PyPI | zstd | 1.5.5.1 | direct |
| PyPI | aioice | 0.9.0 | indirect |
| PyPI | aiosignal | 1.3.1 | indirect |
| PyPI | alabaster | 0.7.16 | indirect |
| PyPI | attrs | 23.2.0 | indirect |
| PyPI | av | 12.1.0 | indirect |
| PyPI | azure-core | 1.30.2 | indirect |
| PyPI | azure-identity | 1.17.1 | indirect |
| PyPI | azure-storage-blob | 12.20.0 | indirect |
| PyPI | babel | 2.15.0 | indirect |
| PyPI | breathe | 4.35.0 | indirect |
| PyPI | certifi | 2024.6.2 | indirect |
| PyPI | cfgv | 3.4.0 | indirect |
| PyPI | charset-normalizer | 3.3.2 | indirect |
| PyPI | cloudpickle | 3.0.0 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | coloredlogs | 15.0.1 | indirect |
| PyPI | contourpy | 1.2.1 | indirect |
| PyPI | control | 0.10.0 | indirect |
| PyPI | coverage | 7.5.4 | indirect |
| PyPI | cryptography | 42.0.8 | indirect |
| PyPI | cycler | 0.12.1 | indirect |
| PyPI | dictdiffer | 0.9.0 | indirect |
| PyPI | distlib | 0.3.8 | indirect |
| PyPI | dnspython | 2.6.1 | indirect |
| PyPI | docutils | 0.20.1 | indirect |
| PyPI | ewmhlib | 0.2 | indirect |
| PyPI | execnet | 2.1.1 | indirect |
| PyPI | farama-notifications | 0.0.4 | indirect |
| PyPI | filelock | 3.15.4 | indirect |
| PyPI | flaky | 3.8.1 | indirect |
| PyPI | flatbuffers | 24.3.25 | indirect |
| PyPI | fonttools | 4.53.0 | indirect |
| PyPI | frozenlist | 1.4.1 | indirect |
| PyPI | geopandas | 1.0.0 | indirect |
| PyPI | google-crc32c | 1.5.0 | indirect |
| PyPI | gymnasium | 0.29.1 | indirect |
| PyPI | humanfriendly | 10.0 | indirect |
| PyPI | hypothesis | 6.47.5 | indirect |
| PyPI | identify | 2.5.36 | indirect |
| PyPI | idna | 3.7 | indirect |
| PyPI | ifaddr | 0.2.0 | indirect |
| PyPI | imagesize | 1.4.1 | indirect |
| PyPI | importlib-metadata | 7.2.1 | indirect |
| PyPI | iniconfig | 2.0.0 | indirect |
| PyPI | inputs | 0.5 | indirect |
| PyPI | isodate | 0.6.1 | indirect |
| PyPI | jinja2 | 3.1.4 | indirect |
| PyPI | kiwisolver | 1.4.5 | indirect |
| PyPI | lru-dict | 1.3.0 | indirect |
| PyPI | lxml | 5.2.2 | indirect |
| PyPI | markdown-it-py | 3.0.0 | indirect |
| PyPI | markupsafe | 2.1.5 | indirect |
| PyPI | matplotlib | 3.9.0 | indirect |
| PyPI | mdit-py-plugins | 0.4.1 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | mouseinfo | 0.1.3 | indirect |
| PyPI | mpld3 | 0.5.10 | indirect |
| PyPI | mpmath | 1.3.0 | indirect |
| PyPI | msal | 1.29.0 | indirect |
| PyPI | msal-extensions | 1.2.0 | indirect |
| PyPI | multidict | 6.0.5 | indirect |
| PyPI | mypy | 1.10.0 | indirect |
| PyPI | mypy-extensions | 1.0.0 | indirect |
| PyPI | myst-parser | 3.0.1 | indirect |
| PyPI | natsort | 8.4.0 | indirect |
| PyPI | nodeenv | 1.9.1 | indirect |
| PyPI | opencv-python | 4.10.0.84 | indirect |
| PyPI | opencv-python-headless | 4.10.0.84 | indirect |
| PyPI | packaging | 24.1 | indirect |
| PyPI | panda3d | 1.10.14 | indirect |
| PyPI | panda3d-gltf | 0.13 | indirect |
| PyPI | panda3d-simplepbr | 0.12.0 | indirect |
| PyPI | pandas | 2.2.2 | indirect |
| PyPI | parameterized | 0.8.1 | indirect |
| PyPI | pillow | 10.3.0 | indirect |
| PyPI | platformdirs | 4.2.2 | indirect |
| PyPI | pluggy | 1.5.0 | indirect |
| PyPI | portalocker | 2.10.0 | indirect |
| PyPI | pre-commit | 3.7.1 | indirect |
| PyPI | progressbar | 2.5 | indirect |
| PyPI | protobuf | 5.27.1 | indirect |
| PyPI | pyarrow | 16.1.0 | indirect |
| PyPI | pyautogui | 0.9.54 | indirect |
| PyPI | pycparser | 2.22 | indirect |
| PyPI | pyee | 11.1.0 | indirect |
| PyPI | pygame | 2.5.2 | indirect |
| PyPI | pygetwindow | 0.0.9 | indirect |
| PyPI | pygments | 2.18.0 | indirect |
| PyPI | pylibsrtp | 0.10.0 | indirect |
| PyPI | pymonctl | 0.92 | indirect |
| PyPI | pymsgbox | 1.0.9 | indirect |
| PyPI | pyobjc | 10.3.1 | indirect |
| PyPI | pyobjc-core | 10.3.1 | indirect |
| PyPI | pyobjc-framework-accessibility | 10.3.1 | indirect |
| PyPI | pyobjc-framework-accounts | 10.3.1 | indirect |
| PyPI | pyobjc-framework-addressbook | 10.3.1 | indirect |
| PyPI | pyobjc-framework-adservices | 10.3.1 | indirect |
| PyPI | pyobjc-framework-adsupport | 10.3.1 | indirect |
| PyPI | pyobjc-framework-applescriptkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-applescriptobjc | 10.3.1 | indirect |
| PyPI | pyobjc-framework-applicationservices | 10.3.1 | indirect |
| PyPI | pyobjc-framework-apptrackingtransparency | 10.3.1 | indirect |
| PyPI | pyobjc-framework-audiovideobridging | 10.3.1 | indirect |
| PyPI | pyobjc-framework-authenticationservices | 10.3.1 | indirect |
| PyPI | pyobjc-framework-automaticassessmentconfiguration | 10.3.1 | indirect |
| PyPI | pyobjc-framework-automator | 10.3.1 | indirect |
| PyPI | pyobjc-framework-avfoundation | 10.3.1 | indirect |
| PyPI | pyobjc-framework-avkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-avrouting | 10.3.1 | indirect |
| PyPI | pyobjc-framework-backgroundassets | 10.3.1 | indirect |
| PyPI | pyobjc-framework-browserenginekit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-businesschat | 10.3.1 | indirect |
| PyPI | pyobjc-framework-calendarstore | 10.3.1 | indirect |
| PyPI | pyobjc-framework-callkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-cfnetwork | 10.3.1 | indirect |
| PyPI | pyobjc-framework-cinematic | 10.3.1 | indirect |
| PyPI | pyobjc-framework-classkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-cloudkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-cocoa | 10.3.1 | indirect |
| PyPI | pyobjc-framework-collaboration | 10.3.1 | indirect |
| PyPI | pyobjc-framework-colorsync | 10.3.1 | indirect |
| PyPI | pyobjc-framework-contacts | 10.3.1 | indirect |
| PyPI | pyobjc-framework-contactsui | 10.3.1 | indirect |
| PyPI | pyobjc-framework-coreaudio | 10.3.1 | indirect |
| PyPI | pyobjc-framework-coreaudiokit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-corebluetooth | 10.3.1 | indirect |
| PyPI | pyobjc-framework-coredata | 10.3.1 | indirect |
| PyPI | pyobjc-framework-corehaptics | 10.3.1 | indirect |
| PyPI | pyobjc-framework-corelocation | 10.3.1 | indirect |
| PyPI | pyobjc-framework-coremedia | 10.3.1 | indirect |
| PyPI | pyobjc-framework-coremediaio | 10.3.1 | indirect |
| PyPI | pyobjc-framework-coremidi | 10.3.1 | indirect |
| PyPI | pyobjc-framework-coreml | 10.3.1 | indirect |
| PyPI | pyobjc-framework-coremotion | 10.3.1 | indirect |
| PyPI | pyobjc-framework-coreservices | 10.3.1 | indirect |
| PyPI | pyobjc-framework-corespotlight | 10.3.1 | indirect |
| PyPI | pyobjc-framework-coretext | 10.3.1 | indirect |
| PyPI | pyobjc-framework-corewlan | 10.3.1 | indirect |
| PyPI | pyobjc-framework-cryptotokenkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-datadetection | 10.3.1 | indirect |
| PyPI | pyobjc-framework-devicecheck | 10.3.1 | indirect |
| PyPI | pyobjc-framework-dictionaryservices | 10.3.1 | indirect |
| PyPI | pyobjc-framework-discrecording | 10.3.1 | indirect |
| PyPI | pyobjc-framework-discrecordingui | 10.3.1 | indirect |
| PyPI | pyobjc-framework-diskarbitration | 10.3.1 | indirect |
| PyPI | pyobjc-framework-dvdplayback | 10.3.1 | indirect |
| PyPI | pyobjc-framework-eventkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-exceptionhandling | 10.3.1 | indirect |
| PyPI | pyobjc-framework-executionpolicy | 10.3.1 | indirect |
| PyPI | pyobjc-framework-extensionkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-externalaccessory | 10.3.1 | indirect |
| PyPI | pyobjc-framework-fileprovider | 10.3.1 | indirect |
| PyPI | pyobjc-framework-fileproviderui | 10.3.1 | indirect |
| PyPI | pyobjc-framework-findersync | 10.3.1 | indirect |
| PyPI | pyobjc-framework-fsevents | 10.3.1 | indirect |
| PyPI | pyobjc-framework-gamecenter | 10.3.1 | indirect |
| PyPI | pyobjc-framework-gamecontroller | 10.3.1 | indirect |
| PyPI | pyobjc-framework-gamekit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-gameplaykit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-healthkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-imagecapturecore | 10.3.1 | indirect |
| PyPI | pyobjc-framework-inputmethodkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-installerplugins | 10.3.1 | indirect |
| PyPI | pyobjc-framework-instantmessage | 10.3.1 | indirect |
| PyPI | pyobjc-framework-intents | 10.3.1 | indirect |
| PyPI | pyobjc-framework-intentsui | 10.3.1 | indirect |
| PyPI | pyobjc-framework-iobluetooth | 10.3.1 | indirect |
| PyPI | pyobjc-framework-iobluetoothui | 10.3.1 | indirect |
| PyPI | pyobjc-framework-iosurface | 10.3.1 | indirect |
| PyPI | pyobjc-framework-ituneslibrary | 10.3.1 | indirect |
| PyPI | pyobjc-framework-kernelmanagement | 10.3.1 | indirect |
| PyPI | pyobjc-framework-latentsemanticmapping | 10.3.1 | indirect |
| PyPI | pyobjc-framework-launchservices | 10.3.1 | indirect |
| PyPI | pyobjc-framework-libdispatch | 10.3.1 | indirect |
| PyPI | pyobjc-framework-libxpc | 10.3.1 | indirect |
| PyPI | pyobjc-framework-linkpresentation | 10.3.1 | indirect |
| PyPI | pyobjc-framework-localauthentication | 10.3.1 | indirect |
| PyPI | pyobjc-framework-localauthenticationembeddedui | 10.3.1 | indirect |
| PyPI | pyobjc-framework-mailkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-mapkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-mediaaccessibility | 10.3.1 | indirect |
| PyPI | pyobjc-framework-medialibrary | 10.3.1 | indirect |
| PyPI | pyobjc-framework-mediaplayer | 10.3.1 | indirect |
| PyPI | pyobjc-framework-mediatoolbox | 10.3.1 | indirect |
| PyPI | pyobjc-framework-metal | 10.3.1 | indirect |
| PyPI | pyobjc-framework-metalfx | 10.3.1 | indirect |
| PyPI | pyobjc-framework-metalkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-metalperformanceshaders | 10.3.1 | indirect |
| PyPI | pyobjc-framework-metalperformanceshadersgraph | 10.3.1 | indirect |
| PyPI | pyobjc-framework-metrickit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-mlcompute | 10.3.1 | indirect |
| PyPI | pyobjc-framework-modelio | 10.3.1 | indirect |
| PyPI | pyobjc-framework-multipeerconnectivity | 10.3.1 | indirect |
| PyPI | pyobjc-framework-naturallanguage | 10.3.1 | indirect |
| PyPI | pyobjc-framework-netfs | 10.3.1 | indirect |
| PyPI | pyobjc-framework-network | 10.3.1 | indirect |
| PyPI | pyobjc-framework-networkextension | 10.3.1 | indirect |
| PyPI | pyobjc-framework-notificationcenter | 10.3.1 | indirect |
| PyPI | pyobjc-framework-opendirectory | 10.3.1 | indirect |
| PyPI | pyobjc-framework-osakit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-oslog | 10.3.1 | indirect |
| PyPI | pyobjc-framework-passkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-pencilkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-phase | 10.3.1 | indirect |
| PyPI | pyobjc-framework-photos | 10.3.1 | indirect |
| PyPI | pyobjc-framework-photosui | 10.3.1 | indirect |
| PyPI | pyobjc-framework-preferencepanes | 10.3.1 | indirect |
| PyPI | pyobjc-framework-pubsub | 10.3.1 | indirect |
| PyPI | pyobjc-framework-pushkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-quartz | 10.3.1 | indirect |
| PyPI | pyobjc-framework-quicklookthumbnailing | 10.3.1 | indirect |
| PyPI | pyobjc-framework-replaykit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-safariservices | 10.3.1 | indirect |
| PyPI | pyobjc-framework-safetykit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-scenekit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-screencapturekit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-screensaver | 10.3.1 | indirect |
| PyPI | pyobjc-framework-screentime | 10.3.1 | indirect |
| PyPI | pyobjc-framework-scriptingbridge | 10.3.1 | indirect |
| PyPI | pyobjc-framework-searchkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-security | 10.3.1 | indirect |
| PyPI | pyobjc-framework-securityfoundation | 10.3.1 | indirect |
| PyPI | pyobjc-framework-securityinterface | 10.3.1 | indirect |
| PyPI | pyobjc-framework-sensitivecontentanalysis | 10.3.1 | indirect |
| PyPI | pyobjc-framework-servicemanagement | 10.3.1 | indirect |
| PyPI | pyobjc-framework-sharedwithyou | 10.3.1 | indirect |
| PyPI | pyobjc-framework-sharedwithyoucore | 10.3.1 | indirect |
| PyPI | pyobjc-framework-shazamkit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-social | 10.3.1 | indirect |
| PyPI | pyobjc-framework-soundanalysis | 10.3.1 | indirect |
| PyPI | pyobjc-framework-speech | 10.3.1 | indirect |
| PyPI | pyobjc-framework-spritekit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-storekit | 10.3.1 | indirect |
| PyPI | pyobjc-framework-symbols | 10.3.1 | indirect |
| PyPI | pyobjc-framework-syncservices | 10.3.1 | indirect |
| PyPI | pyobjc-framework-systemconfiguration | 10.3.1 | indirect |
| PyPI | pyobjc-framework-systemextensions | 10.3.1 | indirect |
| PyPI | pyobjc-framework-threadnetwork | 10.3.1 | indirect |
| PyPI | pyobjc-framework-uniformtypeidentifiers | 10.3.1 | indirect |
| PyPI | pyobjc-framework-usernotifications | 10.3.1 | indirect |
| PyPI | pyobjc-framework-usernotificationsui | 10.3.1 | indirect |
| PyPI | pyobjc-framework-videosubscriberaccount | 10.3.1 | indirect |
| PyPI | pyobjc-framework-videotoolbox | 10.3.1 | indirect |
| PyPI | pyobjc-framework-virtualization | 10.3.1 | indirect |
| PyPI | pyobjc-framework-vision | 10.3.1 | indirect |
| PyPI | pyobjc-framework-webkit | 10.3.1 | indirect |
| PyPI | pyogrio | 0.9.0 | indirect |
| PyPI | pyopencl | 2024.2.6 | indirect |
| PyPI | pyopenssl | 24.1.0 | indirect |
| PyPI | pyparsing | 3.1.2 | indirect |
| PyPI | pyperclip | 1.9.0 | indirect |
| PyPI | pyprof2calltree | 1.4.5 | indirect |
| PyPI | pyproj | 3.6.1 | indirect |
| PyPI | pyqt5 | 5.15.2 | indirect |
| PyPI | pyqt5-sip | 12.13.0 | indirect |
| PyPI | pyrect | 0.2.0 | indirect |
| PyPI | pyscreeze | 0.1.30 | indirect |
| PyPI | pytest | 8.2.2 | indirect |
| PyPI | pytest-asyncio | 0.23.7 | indirect |
| PyPI | pytest-cov | 5.0.0 | indirect |
| PyPI | pytest-cpp | 2.5.0 | indirect |
| PyPI | pytest-mock | 3.14.0 | indirect |
| PyPI | pytest-randomly | 3.15.0 | indirect |
| PyPI | pytest-repeat | 0.9.3 | indirect |
| PyPI | pytest-subtests | 0.12.1 | indirect |
| PyPI | pytest-timeout | 2.3.1 | indirect |
| PyPI | pytest-xdist | 3.6.1 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-xlib | 0.33 | indirect |
| PyPI | python3-xlib | 0.15 | indirect |
| PyPI | pytools | 2024.1.5 | indirect |
| PyPI | pytweening | 1.2.0 | indirect |
| PyPI | pytz | 2024.1 | indirect |
| PyPI | pywin32 | 306 | indirect |
| PyPI | pywinbox | 0.7 | indirect |
| PyPI | pywinctl | 0.4 | indirect |
| PyPI | pyyaml | 6.0.1 | indirect |
| PyPI | rerun-sdk | 0.16.1 | indirect |
| PyPI | rubicon-objc | 0.4.9 | indirect |
| PyPI | ruff | 0.4.10 | indirect |
| PyPI | scipy | 1.13.1 | indirect |
| PyPI | seaborn | 0.13.2 | indirect |
| PyPI | shapely | 2.0.4 | indirect |
| PyPI | six | 1.16.0 | indirect |
| PyPI | snowballstemmer | 2.2.0 | indirect |
| PyPI | sortedcontainers | 2.4.0 | indirect |
| PyPI | sphinx | 7.3.7 | indirect |
| PyPI | sphinx-rtd-theme | 2.0.0 | indirect |
| PyPI | sphinx-sitemap | 2.6.0 | indirect |
| PyPI | sphinxcontrib-applehelp | 1.0.8 | indirect |
| PyPI | sphinxcontrib-devhelp | 1.0.6 | indirect |
| PyPI | sphinxcontrib-htmlhelp | 2.0.5 | indirect |
| PyPI | sphinxcontrib-jquery | 4.1 | indirect |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | indirect |
| PyPI | sphinxcontrib-qthelp | 1.0.7 | indirect |
| PyPI | sphinxcontrib-serializinghtml | 1.1.10 | indirect |
| PyPI | tabulate | 0.9.0 | indirect |
| PyPI | tomli | 2.0.1 | indirect |
| PyPI | types-requests | 2.32.0.20240622 | indirect |
| PyPI | types-tabulate | 0.9.0.20240106 | indirect |
| PyPI | typing-extensions | 4.12.2 | indirect |
| PyPI | tzdata | 2024.1 | indirect |
| PyPI | urllib3 | 2.2.2 | indirect |
| PyPI | virtualenv | 20.26.3 | indirect |
| PyPI | yapf | 0.40.2 | indirect |
| PyPI | yarl | 1.9.4 | indirect |
| PyPI | zipp | 3.19.2 | indirect |
Dependency advisories 23
This repository publishes no package the index resolves, so its own dependency graph was assessed — 338 packages, which also include development and test pins that never ship: 23 carry known advisories, of which 6 are direct.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| aiohttp | 3.9.5 | direct | critical | 68 | 3.14.3 |
| onnx | 1.16.1 | direct | critical | 19 | 1.22.0 |
| pillow | 10.3.0 | indirect | critical | 34 | 12.3.0 |
| pyopenssl | 24.1.0 | indirect | critical | 4 | 26.0.0 |
| virtualenv | 20.26.3 | indirect | critical | 4 | 20.36.1 |
| pyjwt | 2.8.0 | direct | high | 11 | 2.13.0 |
| setuptools | 70.1.0 | direct | high | 4 | 83.0.0 |
| azure-core | 1.30.2 | indirect | high | 2 | 1.38.0 |
| certifi | 2024.6.2 | indirect | high | 2 | 2024.7.4 |
| cryptography | 42.0.8 | indirect | high | 12 | 49.0.0 |
| geopandas | 1.0.0 | indirect | high | 2 | 1.1.2 |
| jinja2 | 3.1.4 | indirect | high | 6 | 3.1.6 |
| lxml | 5.2.2 | indirect | high | 2 | 6.1.0 |
| protobuf | 5.27.1 | indirect | high | 4 | 6.33.5 |
| pyarrow | 16.1.0 | indirect | high | 3 | 23.0.1 |
| urllib3 | 2.2.2 | indirect | high | 12 | 2.7.0 |
| requests | 2.32.3 | direct | moderate | 4 | 2.33.0 |
| filelock | 3.15.4 | indirect | moderate | 4 | 3.20.3 |
| fonttools | 4.53.0 | indirect | moderate | 2 | 4.60.2 |
| idna | 3.7 | indirect | moderate | 2 | 3.15 |
| pytest | 8.2.2 | indirect | moderate | 2 | 9.0.3 |
| sentry-sdk | 2.6.0 | direct | low | 2 | 2.8.0 |
| pygments | 2.18.0 | indirect | low | 2 | 2.20.0 |
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
Feedback
Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.
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 v2.10.0, schema v0.34.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.