Public recordGood
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-16 23:45 UTC
PyCQA / isort
A Python utility / library to sort imports.
PyCQA/isort holds a health index of 77 out of 100, placing it in the Good band. It scores highest on Engineering Quality (100/100) and lowest on Security (33/100). It was last updated today. A single contributor accounts for most of its recent work.
77
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.
77
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
Python Code Quality AuthorityOrganization
1,013 followers29 public repossince Sep 2014
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | example_isort_formatting_plugin | 0.1.1 | - | 6 | 1312 days ago | — |
| PyPI | example_isort_sorting_plugin | 0.1.0 | - | 4 | 1313 days ago | — |
| PyPI | example_shared_isort_profile | 0.1.0 | - | 2 | 1313 days ago | — |
| PyPI | isort | 8.0.1 | - | 154 | 138 days ago | cleanimportslintrefactorsort |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
97
Development activity
100Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 0/36 | Commit cadence — no data |
| 0/18 | Commit volume — no data |
| 0/10 | OpenSSF Scorecard: Maintained — no data |
Inputs used
| commits_last_year | — |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | — |
Excluded from scoring (no data or not applicable): Commit cadence, Commit volume. Remaining weights renormalized.
Release discipline
92Excellent
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 4 days ago |
| 19.8/27 | Release cadence — a release every ~59 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 100 |
| latest_release_tag | 9.0.0b1 |
| releases_from_tags | no |
| days_since_latest_release | 4 |
| mean_days_between_releases | 59 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
72
Popularity & adoption
92Excellent
How it's scored
| 60/60 | Stars — 6,953 stars |
| 23.5/25 | Forks — 664 forks |
| 9/15 | Watchers — 43 watchers |
Inputs used
| forks | 664 |
| stars | 6,953 |
| watchers | 43 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 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 | yes |
| 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?
71
Maintainer resilience (bus factor)
32At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 6.2/22.5 | Commit distribution — top contributor authored 72% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — no data |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 100 |
| top_contributor_share | 0.724 |
Issue & PR responsiveness
91Excellent
How it's scored
| 43.8/46.8 | Issue resolution — 94% of issues closed |
| 33.4/38.3 | PR acceptance — 1,036/1,185 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — no data |
Inputs used
| merged_prs | 1,036 |
| open_issues | 87 |
| closed_issues | 1,272 |
| issue_closed_ratio | 0.936 |
| closed_unmerged_prs | 149 |
Ownership & stewardship
74Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 21.6/25 | Owner reach — 1,013 followers of PyCQA |
| 22.8/25 | Track record — 29 public repos, account ~11 yr old |
Inputs used
| followers | 1,013 |
| owner_type | Organization |
| is_verified | — |
| owner_login | PyCQA |
| public_repos | 29 |
| account_age_days | 4,325 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 4 package(s) on pypi |
| 35/35 | Publish recency — latest publish 138 days ago |
| 20/20 | Version history — 154 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | example_isort_formatting_plugin, example_isort_sorting_plugin, example_shared_isort_profile, isort |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 138 |
Engineering Quality
Are baseline engineering and documentation practices in place?
100
Engineering practices
100Excellent
How it's scored
| 24/24 | CI workflows — 4 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — tox.ini |
| 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 |
Documentation
100Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://isort.readthedocs.io/ |
| 10/10 | Repository description |
| 10/10 | Topics — 11 topics |
| 10/10 | Wiki |
Inputs used
| topics | auto-formatter, isort, sorting-imports, python-utility, cli, linter, cleaner, formatter, python, python3, hacktoberfest |
| has_wiki | yes |
| homepage | https://isort.readthedocs.io/ |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
33
Security posture
33At risk
How it's scored
| 0/30 | Security policy (SECURITY.md) |
| 25/25 | Dependabot config |
| 0/25 | Dependency lockfiles — published library — lockfiles are an application concern, not expected |
| 0/20 | CodeQL workflow |
Inputs used
| source | file_signals |
| lockfiles | uv.lock |
| manifests | example_isort_formatting_plugin/pyproject.toml, example_isort_sorting_plugin/pyproject.toml, example_shared_isort_profile/pyproject.toml, pyproject.toml |
| has_codeql_workflow | no |
| has_security_policy | no |
| has_dependabot_config | yes |
Excluded from scoring (no data or not applicable): Dependency lockfiles. 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.
49
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 |
| 11/11 | Lint / format config — tox.ini |
| 11/11 | Static type checking — isort/_vendored/tomli/py.typed, isort/py.typed |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — no data |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | uv.lock |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | isort/_vendored/tomli/py.typed, isort/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (isort/_vendored/tomli/py.typed, isort/py.typed) |
| 53.5/55 | Manageable file sizes — 3/111 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 191,093 |
| source_files_sampled | 111 |
| oversized_source_files | 3 |
Key facts
6,953GitHub stars
100contributors
-commits, last 12 months
0days since last push
100releases
1bus factor
87open issues
PyPIpackage ecosystems
Data collection warnings
- Commit participation stats not ready (GitHub still computing); rerun to fill in
- OpenSSF Scorecard did not return a usable result (Skipping github.com/PyCQA/isort: run: repo unreachable: GET https://api.github.com/repos/PyCQA/isort: 503 []); skipping Scorecard checks
More detail
Direct dependencies 3
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | isort | >=5.13.2 | example_isort_formatting_plugin/pyproject.toml |
| PyPI | black | >=24.3.0 | example_isort_formatting_plugin/pyproject.toml |
| PyPI | natsort | >=7.1.1 | example_isort_sorting_plugin/pyproject.toml |
All dependencies 139
Full resolved dependency set from the GitHub dependency graph: 3 direct and 136 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | black | 26.3.1 | direct |
| PyPI | isort | 5.13.2 | direct |
| PyPI | natsort | 8.4.0 | direct |
| PyPI | alabaster | 1.0.0 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | anyio | 4.8.0 | indirect |
| PyPI | appdirs | 1.4.4 | indirect |
| PyPI | arrow | 1.3.0 | indirect |
| PyPI | attrs | 24.3.0 | indirect |
| PyPI | babel | 2.18.0 | indirect |
| PyPI | backports-tarfile | 1.2.0 | indirect |
| PyPI | bandit | 1.8.6 | indirect |
| PyPI | binaryornot | 0.4.4 | indirect |
| PyPI | cachetools | 6.2.0 | indirect |
| PyPI | certifi | 2024.12.14 | indirect |
| PyPI | cffi | 2.0.0 | indirect |
| PyPI | chardet | 5.2.0 | indirect |
| PyPI | charset-normalizer | 3.4.1 | indirect |
| PyPI | click | 8.1.8 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | cookiecutter | 2.6.0 | indirect |
| PyPI | coverage | 7.10.7 | indirect |
| PyPI | cruft | 2.16.0 | indirect |
| PyPI | cryptography | 48.0.1 | indirect |
| PyPI | distlib | 0.3.9 | indirect |
| PyPI | docutils | 0.21.2 | indirect |
| PyPI | docutils | 0.22.4 | indirect |
| PyPI | example-isort-formatting-plugin | 0.1.1 | indirect |
| PyPI | example-isort-sorting-plugin | 0.1.0 | indirect |
| PyPI | example-shared-isort-profile | 0.1.0 | indirect |
| PyPI | exceptiongroup | 1.2.2 | indirect |
| PyPI | filelock | 3.20.3 | indirect |
| PyPI | flake8 | 7.3.0 | indirect |
| PyPI | flake8-bugbear | 24.12.12 | indirect |
| PyPI | flake8-pyproject | 1.2.3 | indirect |
| PyPI | gitdb | 4.0.12 | indirect |
| PyPI | gitpython | 3.1.50 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | hatch | 1.14.0 | indirect |
| PyPI | hatchling | — | indirect |
| PyPI | hatchling | 1.27.0 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | httpx | 0.28.1 | indirect |
| PyPI | hyperlink | 21.0.0 | indirect |
| PyPI | hypothesis | 6.140.3 | indirect |
| PyPI | hypothesmith | 0.3.3 | indirect |
| PyPI | idna | 3.15 | indirect |
| PyPI | imagesize | 2.0.0 | indirect |
| PyPI | importlib-metadata | 8.6.1 | indirect |
| PyPI | iniconfig | 2.0.0 | indirect |
| PyPI | jaraco-classes | 3.4.0 | indirect |
| PyPI | jaraco-context | 6.0.1 | indirect |
| PyPI | jaraco-functools | 4.1.0 | indirect |
| PyPI | jeepney | 0.8.0 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | keyring | 25.6.0 | indirect |
| PyPI | lark | 1.2.2 | indirect |
| PyPI | libcst | 1.8.5 | indirect |
| PyPI | markdown-it-py | 3.0.0 | indirect |
| PyPI | markdown-it-py | 4.0.0 | indirect |
| PyPI | markupsafe | 3.0.2 | indirect |
| PyPI | mccabe | 0.7.0 | indirect |
| PyPI | mdit-py-plugins | 0.5.0 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | more-itertools | 10.6.0 | indirect |
| PyPI | mypy | 1.18.2 | indirect |
| PyPI | mypy-extensions | 1.0.0 | indirect |
| PyPI | myst-parser | 4.0.1 | indirect |
| PyPI | myst-parser | 5.0.0 | indirect |
| PyPI | packaging | 24.2 | indirect |
| PyPI | packaging | 25.0 | indirect |
| PyPI | pathspec | 1.0.4 | indirect |
| PyPI | pbr | 6.1.0 | indirect |
| PyPI | pep8-naming | 0.15.1 | indirect |
| PyPI | pexpect | 4.9.0 | indirect |
| PyPI | platformdirs | 4.3.6 | indirect |
| PyPI | platformdirs | 4.4.0 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | ptyprocess | 0.7.0 | indirect |
| PyPI | py-cpuinfo | 9.0.0 | indirect |
| PyPI | pycodestyle | 2.14.0 | indirect |
| PyPI | pycparser | 2.22 | indirect |
| PyPI | pydantic | 2.12.5 | indirect |
| PyPI | pydantic-core | 2.41.5 | indirect |
| PyPI | pydantic-extra-types | 2.11.0 | indirect |
| PyPI | pyflakes | 3.4.0 | indirect |
| PyPI | pygments | 2.20.0 | indirect |
| PyPI | pyproject-api | 1.9.1 | indirect |
| PyPI | pytest | 9.0.3 | indirect |
| PyPI | pytest-benchmark | 5.1.0 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-slugify | 8.0.4 | indirect |
| PyPI | pytokens | 0.4.1 | indirect |
| PyPI | pywin32-ctypes | 0.2.3 | indirect |
| PyPI | pyyaml | 6.0.2 | indirect |
| PyPI | pyyaml-ft | 8.0.0 | indirect |
| PyPI | requests | 2.33.0 | indirect |
| PyPI | rich | 13.9.4 | indirect |
| PyPI | roman-numerals | 4.1.0 | indirect |
| PyPI | ruff | 0.13.3 | indirect |
| PyPI | secretstorage | 3.3.3 | indirect |
| PyPI | shellingham | 1.5.4 | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | smmap | 5.0.2 | indirect |
| PyPI | sniffio | 1.3.1 | indirect |
| PyPI | snowballstemmer | 3.0.1 | indirect |
| PyPI | sortedcontainers | 2.4.0 | indirect |
| PyPI | sphinx | 8.1.3 | indirect |
| PyPI | sphinx | 9.0.4 | indirect |
| PyPI | sphinx | 9.1.0 | indirect |
| PyPI | sphinx-immaterial | 0.13.9 | indirect |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | indirect |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | indirect |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | indirect |
| PyPI | stdlibs | 2026.2.26 | indirect |
| PyPI | stevedore | 5.4.0 | indirect |
| PyPI | text-unidecode | 1.3 | indirect |
| PyPI | toml | 0.10.2 | indirect |
| PyPI | tomli | 2.2.1 | indirect |
| PyPI | tomli-w | 1.2.0 | indirect |
| PyPI | tomlkit | 0.13.2 | indirect |
| PyPI | tox | 4.30.3 | indirect |
| PyPI | tox-uv | 1.28.0 | indirect |
| PyPI | trove-classifiers | 2025.1.15.22 | indirect |
| PyPI | typer | 0.15.1 | indirect |
| PyPI | types-colorama | 0.4.15.20240311 | indirect |
| PyPI | types-python-dateutil | 2.9.0.20241206 | indirect |
| PyPI | typing-extensions | 4.12.2 | indirect |
| PyPI | typing-extensions | 4.15.0 | indirect |
| PyPI | typing-inspection | 0.4.2 | indirect |
| PyPI | urllib3 | 2.7.0 | indirect |
| PyPI | userpath | 1.9.2 | indirect |
| PyPI | uv | 0.11.15 | indirect |
| PyPI | virtualenv | 20.36.1 | indirect |
| PyPI | zipp | 3.21.0 | indirect |
| PyPI | zstandard | 0.25.0 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"auto-formatter",
"isort",
"sorting-imports",
"python-utility",
"cli",
"linter",
"cleaner",
"formatter",
"python",
"python3",
"hacktoberfest"
],
"is_fork": false,
"size_kb": 25760,
"has_wiki": true,
"homepage": "https://isort.readthedocs.io/",
"languages": {
"CSS": 158,
"Shell": 791,
"Python": 868898,
"Dockerfile": 664
},
"pushed_at": "2026-07-16T22:02:22Z",
"created_at": "2013-09-02T22:22:53Z",
"owner_type": "Organization",
"updated_at": "2026-07-16T22:02:25Z",
"description": "A Python utility / library to sort imports.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "http://meta.pycqa.org",
"name": "Python Code Quality Authority",
"type": "Organization",
"login": "PyCQA",
"company": null,
"location": "Everywhere",
"followers": 1013,
"avatar_url": "https://avatars.githubusercontent.com/u/8749848?v=4",
"created_at": "2014-09-12T12:56:02Z",
"is_verified": null,
"public_repos": 29,
"account_age_days": 4325
},
"activity": {
"releases_count": 100,
"commits_last_year": null,
"latest_release_at": "2026-07-12T20:28:27Z",
"latest_release_tag": "9.0.0b1",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": null,
"days_since_latest_release": 4,
"mean_days_between_releases": 59
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 37,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "example_isort_formatting_plugin",
"exists": true,
"license": "MIT",
"keywords": [
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.7",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9"
],
"ecosystem": "pypi",
"matches_repo": null,
"registry_url": "https://pypi.org/project/example_isort_formatting_plugin/",
"is_deprecated": false,
"latest_version": "0.1.1",
"repository_url": "",
"versions_count": 6,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2020-07-27T08:30:24.226775Z",
"latest_published_at": "2022-12-12T19:45:46.937580Z",
"latest_version_yanked": null,
"days_since_latest_publish": 1312
},
{
"name": "example_isort_sorting_plugin",
"exists": true,
"license": "MIT",
"keywords": [
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.7",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9"
],
"ecosystem": "pypi",
"matches_repo": null,
"registry_url": "https://pypi.org/project/example_isort_sorting_plugin/",
"is_deprecated": false,
"latest_version": "0.1.0",
"repository_url": "",
"versions_count": 4,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2021-06-21T01:31:08.551084Z",
"latest_published_at": "2022-12-11T21:04:57.488066Z",
"latest_version_yanked": null,
"days_since_latest_publish": 1313
},
{
"name": "example_shared_isort_profile",
"exists": true,
"license": "MIT",
"keywords": [
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.7",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9"
],
"ecosystem": "pypi",
"matches_repo": null,
"registry_url": "https://pypi.org/project/example_shared_isort_profile/",
"is_deprecated": false,
"latest_version": "0.1.0",
"repository_url": "",
"versions_count": 2,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2020-07-26T08:10:38.244353Z",
"latest_published_at": "2022-12-11T21:05:42.675666Z",
"latest_version_yanked": null,
"days_since_latest_publish": 1313
},
{
"name": "isort",
"exists": true,
"license": "MIT",
"keywords": [
"Clean",
"Imports",
"Lint",
"Refactor",
"Sort",
"Development Status :: 6 - Mature",
"Environment :: Console",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Natural Language :: English",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Programming Language :: Python :: Implementation :: CPython",
"Programming Language :: Python :: Implementation :: PyPy",
"Topic :: Software Development :: Libraries",
"Topic :: Utilities"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/isort/",
"is_deprecated": false,
"latest_version": "8.0.1",
"repository_url": "https://github.com/PyCQA/isort",
"versions_count": 154,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2013-12-07T14:43:03.873489Z",
"latest_published_at": "2026-02-28T10:08:20.685520Z",
"latest_version_yanked": null,
"days_since_latest_publish": 138
}
]
},
"popularity": {
"forks": 664,
"stars": 6953,
"watchers": 43,
"open_issues_and_prs": 100
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"isort/_vendored/tomli/py.typed",
"isort/py.typed"
],
"largest_source_bytes": 191093,
"source_files_sampled": 111,
"oversized_source_files": 3,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"example_isort_formatting_plugin/pyproject.toml",
"example_isort_sorting_plugin/pyproject.toml",
"example_shared_isort_profile/pyproject.toml",
"pyproject.toml"
],
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "isort",
"manifest": "example_isort_formatting_plugin/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=5.13.2"
},
{
"name": "black",
"manifest": "example_isort_formatting_plugin/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=24.3.0"
},
{
"name": "natsort",
"manifest": "example_isort_sorting_plugin/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=7.1.1"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "black",
"direct": true,
"version": "26.3.1",
"ecosystem": "pypi"
},
{
"name": "isort",
"direct": true,
"version": "5.13.2",
"ecosystem": "pypi"
},
{
"name": "natsort",
"direct": true,
"version": "8.4.0",
"ecosystem": "pypi"
},
{
"name": "alabaster",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": false,
"version": "4.8.0",
"ecosystem": "pypi"
},
{
"name": "appdirs",
"direct": false,
"version": "1.4.4",
"ecosystem": "pypi"
},
{
"name": "arrow",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "24.3.0",
"ecosystem": "pypi"
},
{
"name": "babel",
"direct": false,
"version": "2.18.0",
"ecosystem": "pypi"
},
{
"name": "backports-tarfile",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "bandit",
"direct": false,
"version": "1.8.6",
"ecosystem": "pypi"
},
{
"name": "binaryornot",
"direct": false,
"version": "0.4.4",
"ecosystem": "pypi"
},
{
"name": "cachetools",
"direct": false,
"version": "6.2.0",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2024.12.14",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "chardet",
"direct": false,
"version": "5.2.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.1",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.1.8",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "cookiecutter",
"direct": false,
"version": "2.6.0",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.10.7",
"ecosystem": "pypi"
},
{
"name": "cruft",
"direct": false,
"version": "2.16.0",
"ecosystem": "pypi"
},
{
"name": "cryptography",
"direct": false,
"version": "48.0.1",
"ecosystem": "pypi"
},
{
"name": "distlib",
"direct": false,
"version": "0.3.9",
"ecosystem": "pypi"
},
{
"name": "docutils",
"direct": false,
"version": "0.21.2",
"ecosystem": "pypi"
},
{
"name": "docutils",
"direct": false,
"version": "0.22.4",
"ecosystem": "pypi"
},
{
"name": "example-isort-formatting-plugin",
"direct": false,
"version": "0.1.1",
"ecosystem": "pypi"
},
{
"name": "example-isort-sorting-plugin",
"direct": false,
"version": "0.1.0",
"ecosystem": "pypi"
},
{
"name": "example-shared-isort-profile",
"direct": false,
"version": "0.1.0",
"ecosystem": "pypi"
},
{
"name": "exceptiongroup",
"direct": false,
"version": "1.2.2",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.20.3",
"ecosystem": "pypi"
},
{
"name": "flake8",
"direct": false,
"version": "7.3.0",
"ecosystem": "pypi"
},
{
"name": "flake8-bugbear",
"direct": false,
"version": "24.12.12",
"ecosystem": "pypi"
},
{
"name": "flake8-pyproject",
"direct": false,
"version": "1.2.3",
"ecosystem": "pypi"
},
{
"name": "gitdb",
"direct": false,
"version": "4.0.12",
"ecosystem": "pypi"
},
{
"name": "gitpython",
"direct": false,
"version": "3.1.50",
"ecosystem": "pypi"
},
{
"name": "h11",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "hatch",
"direct": false,
"version": "1.14.0",
"ecosystem": "pypi"
},
{
"name": "hatchling",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "hatchling",
"direct": false,
"version": "1.27.0",
"ecosystem": "pypi"
},
{
"name": "httpcore",
"direct": false,
"version": "1.0.9",
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": false,
"version": "0.28.1",
"ecosystem": "pypi"
},
{
"name": "hyperlink",
"direct": false,
"version": "21.0.0",
"ecosystem": "pypi"
},
{
"name": "hypothesis",
"direct": false,
"version": "6.140.3",
"ecosystem": "pypi"
},
{
"name": "hypothesmith",
"direct": false,
"version": "0.3.3",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.15",
"ecosystem": "pypi"
},
{
"name": "imagesize",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "importlib-metadata",
"direct": false,
"version": "8.6.1",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "jaraco-classes",
"direct": false,
"version": "3.4.0",
"ecosystem": "pypi"
},
{
"name": "jaraco-context",
"direct": false,
"version": "6.0.1",
"ecosystem": "pypi"
},
{
"name": "jaraco-functools",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "jeepney",
"direct": false,
"version": "0.8.0",
"ecosystem": "pypi"
},
{
"name": "jinja2",
"direct": false,
"version": "3.1.6",
"ecosystem": "pypi"
},
{
"name": "keyring",
"direct": false,
"version": "25.6.0",
"ecosystem": "pypi"
},
{
"name": "lark",
"direct": false,
"version": "1.2.2",
"ecosystem": "pypi"
},
{
"name": "libcst",
"direct": false,
"version": "1.8.5",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "3.0.0",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "4.0.0",
"ecosystem": "pypi"
},
{
"name": "markupsafe",
"direct": false,
"version": "3.0.2",
"ecosystem": "pypi"
},
{
"name": "mccabe",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "mdit-py-plugins",
"direct": false,
"version": "0.5.0",
"ecosystem": "pypi"
},
{
"name": "mdurl",
"direct": false,
"version": "0.1.2",
"ecosystem": "pypi"
},
{
"name": "more-itertools",
"direct": false,
"version": "10.6.0",
"ecosystem": "pypi"
},
{
"name": "mypy",
"direct": false,
"version": "1.18.2",
"ecosystem": "pypi"
},
{
"name": "mypy-extensions",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "myst-parser",
"direct": false,
"version": "4.0.1",
"ecosystem": "pypi"
},
{
"name": "myst-parser",
"direct": false,
"version": "5.0.0",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "24.2",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "25.0",
"ecosystem": "pypi"
},
{
"name": "pathspec",
"direct": false,
"version": "1.0.4",
"ecosystem": "pypi"
},
{
"name": "pbr",
"direct": false,
"version": "6.1.0",
"ecosystem": "pypi"
},
{
"name": "pep8-naming",
"direct": false,
"version": "0.15.1",
"ecosystem": "pypi"
},
{
"name": "pexpect",
"direct": false,
"version": "4.9.0",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.3.6",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.4.0",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "ptyprocess",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "py-cpuinfo",
"direct": false,
"version": "9.0.0",
"ecosystem": "pypi"
},
{
"name": "pycodestyle",
"direct": false,
"version": "2.14.0",
"ecosystem": "pypi"
},
{
"name": "pycparser",
"direct": false,
"version": "2.22",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": false,
"version": "2.12.5",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.41.5",
"ecosystem": "pypi"
},
{
"name": "pydantic-extra-types",
"direct": false,
"version": "2.11.0",
"ecosystem": "pypi"
},
{
"name": "pyflakes",
"direct": false,
"version": "3.4.0",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.20.0",
"ecosystem": "pypi"
},
{
"name": "pyproject-api",
"direct": false,
"version": "1.9.1",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "9.0.3",
"ecosystem": "pypi"
},
{
"name": "pytest-benchmark",
"direct": false,
"version": "5.1.0",
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": false,
"version": "2.9.0.post0",
"ecosystem": "pypi"
},
{
"name": "python-slugify",
"direct": false,
"version": "8.0.4",
"ecosystem": "pypi"
},
{
"name": "pytokens",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "pywin32-ctypes",
"direct": false,
"version": "0.2.3",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": "6.0.2",
"ecosystem": "pypi"
},
{
"name": "pyyaml-ft",
"direct": false,
"version": "8.0.0",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.33.0",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": false,
"version": "13.9.4",
"ecosystem": "pypi"
},
{
"name": "roman-numerals",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": "0.13.3",
"ecosystem": "pypi"
},
{
"name": "secretstorage",
"direct": false,
"version": "3.3.3",
"ecosystem": "pypi"
},
{
"name": "shellingham",
"direct": false,
"version": "1.5.4",
"ecosystem": "pypi"
},
{
"name": "six",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "smmap",
"direct": false,
"version": "5.0.2",
"ecosystem": "pypi"
},
{
"name": "sniffio",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "snowballstemmer",
"direct": false,
"version": "3.0.1",
"ecosystem": "pypi"
},
{
"name": "sortedcontainers",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "sphinx",
"direct": false,
"version": "8.1.3",
"ecosystem": "pypi"
},
{
"name": "sphinx",
"direct": false,
"version": "9.0.4",
"ecosystem": "pypi"
},
{
"name": "sphinx",
"direct": false,
"version": "9.1.0",
"ecosystem": "pypi"
},
{
"name": "sphinx-immaterial",
"direct": false,
"version": "0.13.9",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-applehelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-devhelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-htmlhelp",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-jsmath",
"direct": false,
"version": "1.0.1",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-qthelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-serializinghtml",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "stdlibs",
"direct": false,
"version": "2026.2.26",
"ecosystem": "pypi"
},
{
"name": "stevedore",
"direct": false,
"version": "5.4.0",
"ecosystem": "pypi"
},
{
"name": "text-unidecode",
"direct": false,
"version": "1.3",
"ecosystem": "pypi"
},
{
"name": "toml",
"direct": false,
"version": "0.10.2",
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "tomli-w",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "tomlkit",
"direct": false,
"version": "0.13.2",
"ecosystem": "pypi"
},
{
"name": "tox",
"direct": false,
"version": "4.30.3",
"ecosystem": "pypi"
},
{
"name": "tox-uv",
"direct": false,
"version": "1.28.0",
"ecosystem": "pypi"
},
{
"name": "trove-classifiers",
"direct": false,
"version": "2025.1.15.22",
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": false,
"version": "0.15.1",
"ecosystem": "pypi"
},
{
"name": "types-colorama",
"direct": false,
"version": "0.4.15.20240311",
"ecosystem": "pypi"
},
{
"name": "types-python-dateutil",
"direct": false,
"version": "2.9.0.20241206",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.12.2",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.15.0",
"ecosystem": "pypi"
},
{
"name": "typing-inspection",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.7.0",
"ecosystem": "pypi"
},
{
"name": "userpath",
"direct": false,
"version": "1.9.2",
"ecosystem": "pypi"
},
{
"name": "uv",
"direct": false,
"version": "0.11.15",
"ecosystem": "pypi"
},
{
"name": "virtualenv",
"direct": false,
"version": "20.36.1",
"ecosystem": "pypi"
},
{
"name": "zipp",
"direct": false,
"version": "3.21.0",
"ecosystem": "pypi"
},
{
"name": "zstandard",
"direct": false,
"version": "0.25.0",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 139,
"direct_count": 3,
"indirect_count": 136
}
},
"maintainership": {
"issues": {
"open_prs": 13,
"merged_prs": 1036,
"open_issues": 87,
"closed_ratio": 0.936,
"closed_issues": 1272,
"closed_unmerged_prs": 149
},
"bus_factor": 1,
"top_contributors": [
{
"type": "User",
"login": "timothycrosley",
"commits": 3150,
"avatar_url": "https://avatars.githubusercontent.com/u/2090154?u=c6391e70b796effeb8db334a01f4a5162a9f0b58&v=4"
},
{
"type": "User",
"login": "DanielNoord",
"commits": 242,
"avatar_url": "https://avatars.githubusercontent.com/u/13665637?u=bd7474c5539a6246add18db699039cb8ef4269f9&v=4"
},
{
"type": "User",
"login": "staticdev",
"commits": 211,
"avatar_url": "https://avatars.githubusercontent.com/u/1446633?u=e5190c5dd5b588288a12d871ce7184fbe9ee7e80&v=4"
},
{
"type": "User",
"login": "jdufresne",
"commits": 73,
"avatar_url": "https://avatars.githubusercontent.com/u/347634?u=6506c89dcbfdfd43c26ce41c972cacfc20cff5ef&v=4"
},
{
"type": "User",
"login": "anirudnits",
"commits": 68,
"avatar_url": "https://avatars.githubusercontent.com/u/25305301?u=213e45f51dc5fa822838919ffae1fea2449b1f48&v=4"
},
{
"type": "Bot",
"login": "dependabot[bot]",
"commits": 48,
"avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
},
{
"type": "User",
"login": "sztamas",
"commits": 45,
"avatar_url": "https://avatars.githubusercontent.com/u/973139?u=aa3487445bd3da5cc679c40a15ad18e3924ef96a&v=4"
},
{
"login": "Copilot",
"commits": 30
},
{
"type": "User",
"login": "mkurnikov",
"commits": 29,
"avatar_url": "https://avatars.githubusercontent.com/u/2341827?u=3058a4a880d64e656cf519931721c1656ccbde68&v=4"
},
{
"type": "User",
"login": "matthewhughes934",
"commits": 22,
"avatar_url": "https://avatars.githubusercontent.com/u/34972397?u=5a8d68e52811e9b36fcdc53511d6b5352de3dcf2&v=4"
}
],
"contributors_sampled": 100,
"top_contributor_share": 0.724
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"continuous-integration.yml",
"labeler.yml",
"release-drafter.yml",
"release.yml"
],
"has_docs_dir": true,
"linter_configs": [
"tox.ini"
],
"has_editorconfig": true,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [
"uv.lock"
],
"scorecard": null,
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": true
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/PyCQA/isort",
"host": "github.com",
"name": "isort",
"owner": "PyCQA"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": null,
"notes": [],
"value": 77,
"inputs": {
"security": 33,
"vitality": 97,
"community": 72,
"governance": 71,
"engineering": 100
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 97,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": "Excluded from scoring (no data or not applicable): Commit cadence, Commit volume. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"commit_cadence",
"commit_volume"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"commits_last_year": null,
"human_commit_share": null,
"days_since_last_push": 0,
"active_weeks_last_year": null
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"releases_count": 100,
"latest_release_tag": "9.0.0b1",
"releases_from_tags": false,
"days_since_latest_release": 4,
"mean_days_between_releases": 59
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "100 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 100
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 4 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 4
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~59 days",
"points": 19.8,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 59
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "no_commit_sample",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "good",
"name": "Community & Adoption",
"value": 72,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "excellent",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"forks": 664,
"stars": 6953,
"watchers": 43,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "6,953 stars",
"points": 60,
"status": "met",
"details": [
{
"code": "stars",
"params": {
"count": 6953
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "664 forks",
"points": 23.5,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 664
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "43 watchers",
"points": 9,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 43
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"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,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "good",
"name": "Sustainability & Governance",
"value": 71,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 32,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 100,
"top_contributor_share": 0.724
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 72% of commits",
"points": 6.2,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 72
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "100 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 100
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "excellent",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 91,
"inputs": {
"merged_prs": 1036,
"open_issues": 87,
"closed_issues": 1272,
"issue_closed_ratio": 0.936,
"closed_unmerged_prs": 149
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "94% of issues closed",
"points": 43.8,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 94
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "1036/1185 decided PRs merged",
"points": 33.4,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 1036,
"decided": 1185
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 74,
"inputs": {
"followers": 1013,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "PyCQA",
"public_repos": 29,
"account_age_days": 4325
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "1,013 followers of PyCQA",
"points": 21.6,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 1013,
"login": "PyCQA"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "29 public repos, account ~11 yr old",
"points": 22.8,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 29
}
},
{
"code": "account_age_years",
"params": {
"years": 11
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"example_isort_formatting_plugin",
"example_isort_sorting_plugin",
"example_shared_isort_profile",
"isort"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 138
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "4 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 4,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 138 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 138
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "154 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 154
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 100,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": true,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 4
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": "tox.ini",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "tox.ini"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 6.4,
"status": "met",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"auto-formatter",
"isort",
"sorting-imports",
"python-utility",
"cli",
"linter",
"cleaner",
"formatter",
"python",
"python3",
"hacktoberfest"
],
"has_wiki": true,
"homepage": "https://isort.readthedocs.io/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://isort.readthedocs.io/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "11 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 11
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 33,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"dependency_lockfiles"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 33,
"inputs": {
"source": "file_signals",
"lockfiles": [
"uv.lock"
],
"manifests": [
"example_isort_formatting_plugin/pyproject.toml",
"example_isort_sorting_plugin/pyproject.toml",
"example_shared_isort_profile/pyproject.toml",
"pyproject.toml"
],
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": true
},
"components": [
{
"key": "security_policy_security_md",
"name": "Security policy (SECURITY.md)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 30
},
{
"key": "dependabot_config",
"name": "Dependabot config",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "dependency_lockfiles",
"name": "Dependency lockfiles",
"detail": "published library — lockfiles are an application concern, not expected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "lockfiles_not_expected",
"params": {}
}
],
"max_points": 25
},
{
"key": "codeql_workflow",
"name": "CodeQL workflow",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 7
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 49,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 74,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"isort/_vendored/tomli/py.typed",
"isort/py.typed"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": "tox.ini",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "tox.ini"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "isort/_vendored/tomli/py.typed, isort/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "isort/_vendored/tomli/py.typed, isort/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 191093,
"source_files_sampled": 111,
"oversized_source_files": 3
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (isort/_vendored/tomli/py.typed, isort/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "isort/_vendored/tomli/py.typed, isort/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "3/111 source files over 60KB",
"points": 53.5,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 111,
"oversized": 3
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Commit participation stats not ready (GitHub still computing); rerun to fill in",
"OpenSSF Scorecard did not return a usable result (Skipping github.com/PyCQA/isort: run: repo unreachable: GET https://api.github.com/repos/PyCQA/isort: 503 []); skipping Scorecard checks"
],
"report_type": "repository",
"generated_at": "2026-07-16T23:45:27.165893Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/PyCQA/isort.svg",
"full_name": "PyCQA/isort",
"license_state": "standard",
"license_spdx": "MIT"
}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 — PyPI.