Community maintained hooks for PyInstaller.
pyinstaller/pyinstaller-hooks-contrib holds a health index of 73 out of 100, placing it in the Good band. It scores highest on Vitality (99/100) and lowest on AI Readiness (23/100). It was last updated 4 days ago. 2 contributors account for most of its recent work.
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.
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.
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | pyinstaller-hooks-contrib | 2026.6 | 10,217,357 | 74 | 39 days ago | pyinstallerdevelopmenthooks |
Is the project alive — is code being written and are releases shipping?
| 36/36 | Push recency — last push 4 days ago |
| 35.3/36 | Commit cadence — 51/52 weeks with commits |
| 18/18 | Commit volume — 152 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| commits_last_year | 152 |
| human_commit_share | — |
| days_since_last_push | 4 |
| active_weeks_last_year | 51 |
| 27/27 | Ships releases — 70 releases published |
| 36/36 | Release recency — latest release 39 days ago |
| 27/27 | Release cadence — a release every ~28.6 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
| releases_count | 70 |
| latest_release_tag | v2026.6 |
| releases_from_tags | no |
| days_since_latest_release | 39 |
| mean_days_between_releases | 28.6 |
Does the project have users, downloads, attention, and a welcoming setup for contributors?
| 33.7/60 | Stars — 121 stars |
| 17.9/25 | Forks — 143 forks |
| 5.3/15 | Watchers — 10 watchers |
| forks | 143 |
| stars | 121 |
| watchers | 10 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 22.5/22.5 | README |
| 16.9/22.5 | License — license file present, not a recognized license |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | yes |
| 80/80 | Monthly downloads — 10,217,357 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
| packages | pyinstaller-hooks-contrib |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 10,217,357 |
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
| 25.2/54 | Bus factor — 2 contributor(s) cover half of all commits |
| 13.3/22.5 | Commit distribution — top contributor authored 41% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 20 contributing companies or organizations |
| bus_factor | 2 |
| contributors_sampled | 100 |
| top_contributor_share | 0.409 |
| 36/46.8 | Issue resolution — 77% of issues closed |
| 30/38.3 | PR acceptance — 679/867 decided PRs merged |
| 13.5/15 | OpenSSF Scorecard: Code-Review — Found 18/20 approved changesets -- score normalized to 9 |
| merged_prs | 679 |
| open_issues | 35 |
| closed_issues | 118 |
| issue_closed_ratio | 0.771 |
| closed_unmerged_prs | 188 |
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 17.6/25 | Owner reach — 278 followers of pyinstaller |
| 18.6/25 | Track record — 7 public repos, account ~14 yr old |
| followers | 278 |
| owner_type | Organization |
| is_verified | — |
| owner_login | pyinstaller |
| public_repos | 7 |
| account_age_days | 5,351 |
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 39 days ago |
| 20/20 | Version history — 74 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
| packages | pyinstaller-hooks-contrib |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 39 |
Are baseline engineering and documentation practices in place?
| 24/24 | CI workflows — 5 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 17 out of 18 merged PRs checked by a CI test -- score normalized to 9 |
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 3 topics |
| 10/10 | Wiki |
| topics | pyinstaller, python, hooks |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2.2/2.5 | CI-Tests — 17 out of 18 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 |
| 6.8/7.5 | Code-Review — Found 18/20 approved changesets -- score normalized to 9 |
| 2.5/2.5 | Contributors — project has 20 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 |
| 2.2/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 2 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 — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 4.5/7.5 | Vulnerabilities — 4 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 5.1 |
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.
| 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 |
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
| 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 — dependency not pinned by hash detected -- score normalized to 0 |
| 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 | — |
| 0/45 | Type-checkable code — Python without a type-check config |
| 54.9/55 | Manageable file sizes — 1/726 source files over 60KB |
| primary_language | Python |
| largest_source_bytes | 99,385 |
| source_files_sampled | 726 |
| oversized_source_files | 1 |
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 |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 9 | CI-Tests | 17 out of 18 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 |
| 9 | Code-Review | Found 18/20 approved changesets -- score normalized to 9 |
| 10 | Contributors | project has 20 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 |
| 9 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 2 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 |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 6 | Vulnerabilities | 4 existing vulnerabilities detected |
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | importlib_metadata | >= 4.6 | setup.cfg |
| PyPI | packaging | >= 22.0 | setup.cfg |
Full resolved dependency set from the GitHub dependency graph: 1 direct and 238 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | packaging | — | direct |
| PyPI | adbc-driver-manager | 1.11.0 | indirect |
| PyPI | adbutils | 2.12.0 | indirect |
| PyPI | altair | 6.2.2 | indirect |
| PyPI | apkutils | 2.0.5 | indirect |
| PyPI | apscheduler | 3.11.3 | indirect |
| PyPI | av | 18.0.0 | indirect |
| PyPI | black | 26.5.1 | indirect |
| PyPI | bokeh | 3.9.1 | indirect |
| PyPI | boto | 2.49.0 | indirect |
| PyPI | boto3 | 1.43.46 | indirect |
| PyPI | botocore | 1.43.46 | indirect |
| PyPI | branca | 0.8.2 | indirect |
| PyPI | cairocffi | 1.7.1 | indirect |
| PyPI | capstone | 5.0.9 | indirect |
| PyPI | cassandra-driver | 3.30.1 | indirect |
| PyPI | cel-python | 0.5.0 | indirect |
| PyPI | cftime | 1.6.5 | indirect |
| PyPI | chardet | 7.4.3 | indirect |
| PyPI | charset-normalizer | 3.4.9 | indirect |
| PyPI | cloudpickle | 3.1.2 | indirect |
| PyPI | cloudscraper | 1.2.71 | indirect |
| PyPI | cmocean | 4.0.3 | indirect |
| PyPI | customtkinter | 6.0.0 | indirect |
| PyPI | dash | 4.4.0 | indirect |
| PyPI | dash-bootstrap-components | 2.0.4 | indirect |
| PyPI | dash-uploader | 0.6.1 | indirect |
| PyPI | dask | 2026.7.0 | indirect |
| PyPI | dateparser | 1.4.1 | indirect |
| PyPI | ddgs | 9.14.4 | indirect |
| PyPI | duckdb | 1.5.4 | indirect |
| PyPI | emoji | 2.15.0 | indirect |
| PyPI | eng-to-ipa | 0.0.2 | indirect |
| PyPI | eth-hash | 0.8.0 | indirect |
| PyPI | eth-rlp | 2.2.0 | indirect |
| PyPI | eth-typing | 6.0.0 | indirect |
| PyPI | eth-utils | 6.0.0 | indirect |
| PyPI | exchangelib | 5.6.0 | indirect |
| PyPI | execnet | — | indirect |
| PyPI | fabric | 3.2.3 | indirect |
| PyPI | fake-useragent | 2.2.0 | indirect |
| PyPI | falcon | 4.3.1 | indirect |
| PyPI | fastparquet | 2026.5.0 | indirect |
| PyPI | ffpyplayer | 4.5.3 | indirect |
| PyPI | fiona | 1.10.1 | indirect |
| PyPI | folium | 0.20.0 | indirect |
| PyPI | freetype-py | 2.5.1 | indirect |
| PyPI | frictionless | 5.19.0 | indirect |
| PyPI | fsspec | 2026.6.0 | indirect |
| PyPI | gmsh | 4.15.2 | indirect |
| PyPI | google-api-python-client | 2.198.0 | indirect |
| PyPI | grapheme | 0.6.0 | indirect |
| PyPI | graphql-query | 1.4.0 | indirect |
| PyPI | h3 | 4.5.0 | indirect |
| PyPI | h5py | 3.16.0 | indirect |
| PyPI | humanize | 4.16.0 | indirect |
| PyPI | iminuit | 2.32.0 | indirect |
| PyPI | intake | 2.0.9 | indirect |
| PyPI | iso639-lang | 2.6.3 | indirect |
| PyPI | jieba | 0.42.1 | indirect |
| PyPI | jsonschema | 4.26.0 | indirect |
| PyPI | kaleido | 1.3.0 | indirect |
| PyPI | khmer-nltk | 1.6 | indirect |
| PyPI | langchain | 1.3.11 | indirect |
| PyPI | langchain-classic | 1.0.8 | indirect |
| PyPI | langdetect | 1.0.9 | indirect |
| PyPI | laonlp | 1.3.0 | indirect |
| PyPI | lark | 1.3.1 | indirect |
| PyPI | librosa | 0.11.0 | indirect |
| PyPI | limits | 5.8.0 | indirect |
| PyPI | lingua-language-detector | 2.2.0 | indirect |
| PyPI | markdown | 3.10.2 | indirect |
| PyPI | mimesis | 19.1.0 | indirect |
| PyPI | minecraft-launcher-lib | 8.0 | indirect |
| PyPI | mistune | 3.3.3 | indirect |
| PyPI | mnemonic | 0.21 | indirect |
| PyPI | msoffcrypto-tool | 6.0.0 | indirect |
| PyPI | narwhals | 2.24.0 | indirect |
| PyPI | nbt | 1.5.1 | indirect |
| PyPI | nest-asyncio | 1.6.0 | indirect |
| PyPI | netcdf4 | 1.7.4 | indirect |
| PyPI | nicegui | 3.14.0 | indirect |
| PyPI | niquests | 3.20.1 | indirect |
| PyPI | numbers-parser | 4.18.5 | indirect |
| PyPI | numcodecs | 0.16.5 | indirect |
| PyPI | office365-rest-python-client | 2.6.2 | indirect |
| PyPI | opencc-python-reimplemented | 0.1.7 | indirect |
| PyPI | opencv-python | 5.0.0.93 | indirect |
| PyPI | openpyxl | 3.1.5 | indirect |
| PyPI | opentelemetry-sdk | 1.43.0 | indirect |
| PyPI | orjson | 3.11.9 | indirect |
| PyPI | pandas | 3.0.3 | indirect |
| PyPI | pandas-flavor | 0.8.1 | indirect |
| PyPI | pandera | 0.32.1 | indirect |
| PyPI | panel | 1.9.3 | indirect |
| PyPI | passlib | 1.7.4 | indirect |
| PyPI | patool | 4.0.5 | indirect |
| PyPI | pendulum | 3.2.0 | indirect |
| PyPI | phonenumbers | 9.0.34 | indirect |
| PyPI | pingouin | 0.6.1 | indirect |
| PyPI | pinyin | 0.4.0 | indirect |
| PyPI | platformdirs | 4.10.0 | indirect |
| PyPI | plotly | 6.9.0 | indirect |
| PyPI | plum-dispatch | 2.9.0 | indirect |
| PyPI | psutil | — | indirect |
| PyPI | psutil | 7.2.2 | indirect |
| PyPI | publicsuffix2 | 2.20191221 | indirect |
| PyPI | pycparser | 3.0 | indirect |
| PyPI | pycryptodome | 3.23.0 | indirect |
| PyPI | pycryptodomex | 3.23.0 | indirect |
| PyPI | pydantic | 2.13.4 | indirect |
| PyPI | pydicom | 3.0.2 | indirect |
| PyPI | pyecharts | 2.1.0 | indirect |
| PyPI | pyexcel-ods | 0.6.0 | indirect |
| PyPI | pyexcelerate | 0.13.0 | indirect |
| PyPI | pygraphviz | 2.0 | indirect |
| PyPI | pygwalker | 0.5.0.1 | indirect |
| PyPI | pylibmagic | 0.5.0 | indirect |
| PyPI | pylint | 4.0.6 | indirect |
| PyPI | pymeshlab | 2025.7.post1 | indirect |
| PyPI | pymorphy3 | 2.0.6 | indirect |
| PyPI | pymorphy3-dicts-uk | 2.4.1.1.1663094765 | indirect |
| PyPI | pynng | 0.9.0 | indirect |
| PyPI | pynput | 1.8.2 | indirect |
| PyPI | pypdfium2 | 5.11.0 | indirect |
| PyPI | pypemicro | 0.1.11 | indirect |
| PyPI | pyphen | 0.17.2 | indirect |
| PyPI | pyppeteer | 2.0.0 | indirect |
| PyPI | pypsexec | 0.3.0 | indirect |
| PyPI | pypylon | 26.6 | indirect |
| PyPI | pyqt5 | 5.15.11 | indirect |
| PyPI | pyqtgraph | 0.14.0 | indirect |
| PyPI | pysaml2 | 7.5.4 | indirect |
| PyPI | pyshark | 0.6 | indirect |
| PyPI | pystray | 0.19.5 | indirect |
| PyPI | pytest | — | indirect |
| PyPI | pytest-drop-dup-tests | — | indirect |
| PyPI | pytest-timeout | — | indirect |
| PyPI | pytest-xdist | — | indirect |
| PyPI | pythainlp | 5.3.4 | indirect |
| PyPI | python-crfsuite | 0.9.12 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-gitlab | 8.4.0 | indirect |
| PyPI | python-mecab-ko | 1.3.7 | indirect |
| PyPI | python-pptx | 1.0.2 | indirect |
| PyPI | python-stdnum | 2.2 | indirect |
| PyPI | pythonnet | 3.1.0 | indirect |
| PyPI | pytokens | 0.4.1 | indirect |
| PyPI | pytz | 2026.2 | indirect |
| PyPI | pyusb | 1.3.1 | indirect |
| PyPI | pyvista | 0.48.4 | indirect |
| PyPI | pyviz-comms | 3.0.6 | indirect |
| PyPI | pyvjoy | 1.0.1 | indirect |
| PyPI | pywin32-ctypes | 0.2.3 | indirect |
| PyPI | pyzmq | 27.1.0 | indirect |
| PyPI | qtmodern | 0.2.0 | indirect |
| PyPI | rich | 15.0.0 | indirect |
| PyPI | rlp | 4.1.0 | indirect |
| PyPI | rtree | 1.4.1 | indirect |
| PyPI | ruamel-yaml-string | 0.1.1 | indirect |
| PyPI | sacremoses | 0.1.1 | indirect |
| PyPI | schwifty | 2026.7.1 | indirect |
| PyPI | scikit-image | 0.26.0 | indirect |
| PyPI | scikit-learn | 1.9.0 | indirect |
| PyPI | scipy | 1.18.0 | indirect |
| PyPI | seedir | 0.5.1 | indirect |
| PyPI | selectolax | 0.4.10 | indirect |
| PyPI | sentry-sdk | 2.65.0 | indirect |
| PyPI | setuptools | — | indirect |
| PyPI | shapely | 2.1.2 | indirect |
| PyPI | simplemma | 1.2.0 | indirect |
| PyPI | slixmpp | 1.17.0 | indirect |
| PyPI | sounddevice | 0.5.5 | indirect |
| PyPI | spiceypy | 8.1.2 | indirect |
| PyPI | srsly | 2.5.3 | indirect |
| PyPI | sspilib | 0.5.0 | indirect |
| PyPI | sudachidict-core | 20260428 | indirect |
| PyPI | sudachidict-full | 20260428 | indirect |
| PyPI | sudachidict-small | 20260428 | indirect |
| PyPI | sudachipy | 0.6.11 | indirect |
| PyPI | sv-ttk | 2.6.1 | indirect |
| PyPI | swagger-spec-validator | 3.0.4 | indirect |
| PyPI | sympy | 1.14.0 | indirect |
| PyPI | tableauhyperapi | 0.0.25080 | indirect |
| PyPI | tables | 3.11.1 | indirect |
| PyPI | timezonefinder | 8.2.5 | indirect |
| PyPI | tkinterweb | 4.25.3 | indirect |
| PyPI | tkinterweb-tkhtml | 2.1.1 | indirect |
| PyPI | tkinterweb-tkhtml-extras | 1.3.1 | indirect |
| PyPI | toga | 0.5.6 | indirect |
| PyPI | towncrier | 25.8.0 | indirect |
| PyPI | trame | 3.13.2 | indirect |
| PyPI | trame-client | 3.13.2 | indirect |
| PyPI | trame-code | 1.1.1 | indirect |
| PyPI | trame-components | 2.5.0 | indirect |
| PyPI | trame-datagrid | 0.2.2 | indirect |
| PyPI | trame-deckgl | 2.0.4 | indirect |
| PyPI | trame-formkit | 0.1.2 | indirect |
| PyPI | trame-grid-layout | 1.0.3 | indirect |
| PyPI | trame-iframe | 1.1.1 | indirect |
| PyPI | trame-keycloak | 0.1.1 | indirect |
| PyPI | trame-leaflet | 1.2.4 | indirect |
| PyPI | trame-markdown | 3.1.0 | indirect |
| PyPI | trame-matplotlib | 2.0.3 | indirect |
| PyPI | trame-mesh-streamer | 0.1.0 | indirect |
| PyPI | trame-plotly | 3.1.2 | indirect |
| PyPI | trame-pvui | 0.1.1 | indirect |
| PyPI | trame-quasar | 0.2.1 | indirect |
| PyPI | trame-rca | 2.7.0 | indirect |
| PyPI | trame-router | 2.3.0 | indirect |
| PyPI | trame-server | 3.12.5 | indirect |
| PyPI | trame-simput | 2.6.5 | indirect |
| PyPI | trame-tauri | 1.0.2 | indirect |
| PyPI | trame-tweakpane | 0.1.3 | indirect |
| PyPI | trame-vega | 2.1.1 | indirect |
| PyPI | trame-vtk | 2.11.13 | indirect |
| PyPI | trame-vtk3d | 0.1.0 | indirect |
| PyPI | trame-vtklocal | 1.0.1 | indirect |
| PyPI | trame-vuetify | 3.2.2 | indirect |
| PyPI | trame-xterm | 1.1.0 | indirect |
| PyPI | twine | — | indirect |
| PyPI | twisted | 26.4.0 | indirect |
| PyPI | tzdata | 2026.3 | indirect |
| PyPI | unidecode | 1.4.0 | indirect |
| PyPI | urllib3-future | 2.22.901 | indirect |
| PyPI | uuid6 | 2025.0.1 | indirect |
| PyPI | uvloop | 0.22.1 | indirect |
| PyPI | vadersentiment | 3.3.2 | indirect |
| PyPI | vtk | 9.6.2 | indirect |
| PyPI | web3 | 7.16.0 | indirect |
| PyPI | websockets | 16.1 | indirect |
| PyPI | wordcloud | 1.9.6 | indirect |
| PyPI | xarray | 2026.7.0 | indirect |
| PyPI | xmlschema | 4.3.2 | indirect |
| PyPI | xyzservices | 2026.3.0 | indirect |
| PyPI | yapf | 0.43.0 | indirect |
| PyPI | z3c-rml | 5.2 | indirect |
| PyPI | zarr | 3.2.1 | indirect |
| PyPI | zeep | 4.3.3 | indirect |
{
"data": {
"repo": {
"topics": [
"pyinstaller",
"python",
"hooks"
],
"is_fork": false,
"size_kb": 1653,
"has_wiki": true,
"homepage": null,
"languages": {
"Python": 787293
},
"pushed_at": "2026-07-13T22:24:46Z",
"created_at": "2020-04-12T12:21:36Z",
"owner_type": "Organization",
"updated_at": "2026-07-13T22:24:49Z",
"description": "Community maintained hooks for PyInstaller. ",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "master",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://pyinstaller.org",
"name": "PyInstaller",
"type": "Organization",
"login": "pyinstaller",
"company": null,
"followers": 278,
"avatar_url": "https://avatars.githubusercontent.com/u/1215332?v=4",
"created_at": "2011-11-23T11:05:15Z",
"is_verified": null,
"public_repos": 7,
"account_age_days": 5351
},
"activity": {
"releases_count": 70,
"commits_last_year": 152,
"latest_release_at": "2026-06-08T22:37:19Z",
"latest_release_tag": "v2026.6",
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],
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}
],
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{
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"weight": 0.18,
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"detail": "121 stars",
"points": 33.7,
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"code": "stars",
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"count": 121
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}
],
"max_points": 60
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{
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"code": "watchers",
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"count": 10
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}
],
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]
},
{
"key": "community_health",
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"note": null,
"notes": [],
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{
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"code": "license_custom",
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}
],
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{
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],
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{
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"value": 75,
"weight": 0.24,
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"note": null,
"notes": [],
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"components": [
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],
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{
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{
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}
]
},
{
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}
],
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{
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],
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{
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]
},
{
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"notes": [],
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"inputs": {
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"components": [
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{
"key": "verified_domain",
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},
{
"key": "owner_reach",
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{
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{
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]
},
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{
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],
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{
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{
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],
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{
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"weight": 0.2,
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"code": "ci_workflows",
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{
"key": "tests_present",
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{
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{
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{
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]
},
{
"key": "documentation",
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"inputs": {
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{
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]
}
],
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{
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"weight": 0.16,
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{
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{
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{
"key": "dangerous_workflow",
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},
{
"key": "dependency_update_tool",
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},
{
"key": "fuzzing",
"name": "Fuzzing",
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"status": "missed",
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},
{
"key": "license",
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"status": "partial",
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},
{
"key": "maintained",
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"points": 7.5,
"status": "met",
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{
"key": "packaging",
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"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
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"code": "no_data",
"params": {}
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],
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},
{
"key": "pinned_dependencies",
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"points": 0,
"status": "missed",
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},
{
"key": "sast",
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"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
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},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
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},
{
"key": "signed_releases",
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"code": "no_data",
"params": {}
}
],
"max_points": 7.5
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{
"key": "token_permissions",
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"status": "missed",
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},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
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"status": "partial",
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"max_points": 7.5
}
]
},
{
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"notes": [
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"code": "jurisdiction_evidence_limits",
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}
],
"value": 100,
"inputs": {
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"review_only_matches": 0,
"assessed_self_published_locations": 7
},
"components": [
{
"key": "policy_exposure_multiplier",
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"status": "met",
"details": [
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"code": "jurisdiction_no_match",
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}
],
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]
}
],
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{
"key": "ai_readiness",
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"name": "AI Readiness",
"value": 23,
"weight": 0,
"metrics": [
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"code": "excluded_no_data",
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},
{
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],
"value": 1,
"inputs": {
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"agent_instruction_files": [],
"agent_instruction_max_bytes": null
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"components": [
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"key": "agent_instructions",
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"status": "missed",
"details": [
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"code": "no_agent_instructions",
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}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
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"detail": null,
"points": 0,
"status": "missed",
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},
{
"key": "legible_commit_history",
"name": "Legible commit history",
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"status": "excluded",
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"code": "no_data",
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],
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]
},
{
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],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
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},
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"generated_at": "2026-07-18T13:18:09.463020Z",
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}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.