Public record
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 01:16 UTC

ahupp / python-magic

A python wrapper for libmagic

PythonCustom license★ 2,914 stars⑂ 304 forkssince Mar 2010View on GitHub ↗

ahupp/python-magic holds a health index of 57 out of 100, placing it in the Moderate band. It scores highest on Community & Adoption (66/100) and lowest on AI Readiness (45/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.

57
overall / 100
Moderate

Software 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.

57
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)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

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

Adam HuppPersonal account
98 followers28 public repossince Dec 2008Facebook

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIpython-magic0.4.27-271505 days agomimemagicfile

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

50Moderate · 22% of overall
How it's scored
36/36Push recency — last push 1 days ago
5.5/36Commit cadence — 8/52 weeks with commits
10/18Commit volume — 12 commits in the last year
5/10OpenSSF Scorecard: Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
Inputs used
commits_last_year12
human_commit_share0.98
days_since_last_push1
active_weeks_last_year8
How it's scored
16.2/27Ships releases — 20 version tags (no GitHub releases)
0/36Release recency — latest release 1,505 days ago
19.8/27Release cadence — a release every ~84.7 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count20
latest_release_tag0.4.27
releases_from_tagsyes
days_since_latest_release1,505
mean_days_between_releases84.7
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?

66Moderate · 18% of overall
How it's scored
56.2/60Stars — 2,914 stars
20.7/25Forks — 304 forks
9.1/15Watchers — 45 watchers
Inputs used
forks304
stars2,914
watchers45
growth_stateorganic
growth_factor_pct100
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

58Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
6.8/22.5Commit distribution — top contributor authored 70% of commits
13.5/13.5Contributor breadth — 57 contributors
10/10OpenSSF Scorecard: Contributors — project has 32 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled57
top_contributor_share0.697
How it's scored
41.7/46.8Issue resolution — 89% of issues closed
24.7/38.3PR acceptance — 89/138 decided PRs merged
6/15OpenSSF Scorecard: Code-Review — Found 10/21 approved changesets -- score normalized to 4
Inputs used
merged_prs89
open_issues24
closed_issues200
issue_closed_ratio0.893
closed_unmerged_prs49
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
14.3/25Owner reach — 98 followers of ahupp
22.6/25Track record — 28 public repos, account ~17 yr old
Inputs used
followers98
owner_typeUser
is_verified
owner_loginahupp
public_repos28
account_age_days6,427
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
4/35Publish recency — latest publish 1,505 days ago
20/20Version history — 27 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagespython-magic
ecosystemspypi
any_deprecatedno
min_days_since_publish1,505

Engineering Quality

Are baseline engineering and documentation practices in place?

63Moderate · 20% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
16/16Linter config — ruff.toml, tox.ini
0/9.6Pre-commit hooks
0/6.4.editorconfig
8/20OpenSSF Scorecard: CI-Tests — 7 out of 16 merged PRs checked by a CI test -- score normalized to 4
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

50Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

49At risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
1/2.5CI-Tests — 7 out of 16 merged PRs checked by a CI test -- score normalized to 4
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5Code-Review — Found 10/21 approved changesets -- score normalized to 4
2.5/2.5Contributors — project has 32 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5License — license file detected
3.8/7.5Maintained — 7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.9
Excluded from scoring (no data or not applicable): packaging, signed_releases. 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.

45At risk · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
16.9/40Legible commit history — 31 of 98 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.316
agent_instruction_files
agent_instruction_max_bytes
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — ruff.toml, tox.ini
11/11Static type checking — magic/py.typed
0/10Reproducible environment
0/10Demonstrated agent practice — no agent-authored commits among the last 100
8/8Automated maintenance — 2 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configsmagic/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0.02
How it's scored
27/45Type-checkable code — Python with type-check config (magic/py.typed)
55/55Manageable file sizes — 0/7 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes16,393
source_files_sampled7
oversized_source_files0

Key facts

2,914GitHub stars
57contributors
12commits, last 12 months
1days since last push
20releases
1bus factor
24open issues
PyPIpackage ecosystems

More detail

Star and fork history 2,914 ★ / 304 ⇿
2,914Stars
304Forks
20Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

05001,0001,5002,0002,5003,0002,914284202010-082018-072026-06
Major 0Minor 0Patch 20

Each point covers 15 days.

OpenSSF Scorecard 4.9 / 10
4.9aggregate

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).Scorecard v5.5.0 · 2026-07-22 01:16 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
4CI-Tests7 out of 16 merged PRs checked by a CI test -- score normalized to 4
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 10/21 approved changesets -- score normalized to 4
10Contributorsproject has 32 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
5Maintained7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
All dependencies 0

Full resolved dependency set from the GitHub dependency graph: 0 direct and 0 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Dependency advisories not assessed

Advisory matching could not run for this report: No resolved dependencies to assess

Raw JSON report machine-readable
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          "body": " * A merge to reduce error spam during loading broke .so\n   loading in at least some (maybe all?) cases, where find_library\n   doesn't return an absolute path.\n * Prematurely pushed some in-progress test changes that were super broken, all fixed now.",
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          "headline": "simplify tests into something more delarative",
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          "is_bot": false,
          "headline": "Update README.md",
          "author_name": "Adam Hupp",
          "author_login": "ahupp",
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          "is_bot": false,
          "headline": "log warning on ctypes load error, adapted from #279",
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          "headline": "smartos support, adapted from #132",
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          "headline": "rename no_json test to avoid duplicate function definitions",
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          "headline": "handle unknown platforms gracefully in loader.py",
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          "headline": "Update README.md",
          "author_name": "Christian Clauss",
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          "body": "https://docs.github.com/en/actions/monitoring-and-troubleshooting-workflows/adding-a-workflow-status-badge\r\n\r\n[![Tests](https://github.com/ahupp/python-magic/actions/workflows/ci.yml/badge.svg)](https://github.com/ahupp/python-magic/actions/workflows/ci.yml)",
          "is_bot": false,
          "headline": "README.md: Add a badge for GitHub Actions",
          "author_name": "Christian Clauss",
          "author_login": "cclauss",
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          "is_bot": false,
          "headline": "Update README.md",
          "author_name": "Adam Hupp",
          "author_login": "ahupp",
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          "is_bot": false,
          "headline": "GitHub Action to replace Travis CI",
          "author_name": "Christian Clauss",
          "author_login": "cclauss",
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          "is_bot": false,
          "headline": "Delete .travis.yml",
          "author_name": "Christian Clauss",
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          "body": "The Python 3.13 release notes mention `python-magic` as one of the alternatives for `imghdr` which was removed from the Standard Library so let's ensure that its tests pass on Python 3.13 beta.\r\n\r\nhttps://www.python.org/downloads/release/python-3130b1/\r\n\r\nMay raise `ModuleNotFoundError: No module na\n[…]\nad. (Contributed by Victor Stinner in [gh-104773](https://github.com/python/cpython/issues/104773).)\r\n\r\nhttps://docs.python.org/3.13/whatsnew/3.13.html#pep-594-dead-batteries-and-other-module-removals",
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          "headline": "Travis CI: Test on Python 3.13 beta",
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          "body": "elf-NetBSD-x86_64-echo is from\nhttps://github.com/JonathanSalwan/binary-samples under an MIT license\n\nincidentally this exposes that the ELF builtin magic detector\nonly works on files, falling back to the soft magic for buffers",
          "is_bot": false,
          "headline": "python-magic tests: add test files for elf and json, use to test flags",
          "author_name": "Robert Scott",
          "author_login": "risicle",
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          "oid": "fd279e08c7aa6c651413f5b2c56605b72989b74e",
          "body": "… detection",
          "is_bot": false,
          "headline": "Magic.__init__: add kwargs to enable/disable different types of magic…",
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          "headline": "typing stubs: add Magic.__init__ extension & follow_symlinks args",
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          "headline": "add MAGIC_SYMLINK support, and tests for same",
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        },
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          "oid": "722995466fda1451570c555e688819b75f1b8e65",
          "body": "The builtin `open` will always follow symlinks.\nUsing `os.stat` is the easiest solution imo.\nAn alternative would be using `os.access` but that does not raise\na FileNotFoundException so I chose `os.stat`.",
          "is_bot": false,
          "headline": "fix: Don't raise FileNotFoundException on symlinks",
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          "headline": "chore(python): add Python 3.12 in test matrix",
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          "headline": "Fix test suite with file 5.45",
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          "headline": "Revert \"added path for local homebrew installation (#267)\"",
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          "headline": "Revert \"remove python3-ism from loader\"",
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          "headline": "bump to 0.4.28",
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          "body": "…r (#284)",
          "is_bot": false,
          "headline": "chore(tests): add Python 3.10 and 3.11 in CI runs/tox/trove classifie…",
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          "headline": "don't run coverage by default in tox config",
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          "is_bot": false,
          "headline": "further update README for test running changes",
          "author_name": "Adam Hupp",
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          "is_bot": false,
          "headline": "add python 3.10 to tox environment list",
          "author_name": "Adam Hupp",
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        },
        {
          "oid": "cd3929fa7cbc2e383629d0893fc08bcb68a7614c",
          "body": "* added path for local homebrew installation\r\n* used brew --prefix to detect local path",
          "is_bot": false,
          "headline": "added path for local homebrew installation (#267)",
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          "body": "corrected the command for the test for python3",
          "is_bot": false,
          "headline": "Merge pull request #281 from Ekko84H/master",
          "author_name": "Adam Hupp",
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          "headline": "corrected the command for the test for python3",
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          "body": "Add \"magic-1.dll\" to the list of DLL files to search for on Windows",
          "is_bot": false,
          "headline": "Merge pull request #273 from valpogus/extend_dll_prefixes",
          "author_name": "Adam Hupp",
          "author_login": "ahupp",
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        {
          "oid": "f3ab085ce3610e5d4e8f695370cecc5d7d034cbe",
          "body": "This is the name of the DLL file generated when using vcpkg to build libmagic:\r\nhttps://github.com/microsoft/vcpkg/tree/master/ports/libmagic",
          "is_bot": false,
          "headline": "Add \"magic-1.dll\" to the list of DLL files to search for on Windows",
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          "author_login": "valpogus",
          "committed_at": "2022-06-16T11:26:45Z",
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        {
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          "body": null,
          "is_bot": false,
          "headline": "bump version to remove accidental pyproject.toml in sdist",
          "author_name": "Adam Hupp",
          "author_login": "ahupp",
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        {
          "oid": "73e98a5d0de8da9f660ea501e335aec8cdd27333",
          "body": null,
          "is_bot": false,
          "headline": "update CHANGELOG",
          "author_name": "Adam Hupp",
          "author_login": "ahupp",
          "committed_at": "2022-05-22T16:33:32Z",
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          "is_bot": false,
          "headline": "update to 0.4.26",
          "author_name": "Adam Hupp",
          "author_login": "ahupp",
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          "is_bot": false,
          "headline": "use tox for all the multi-version testing",
          "author_name": "Adam Hupp",
          "author_login": "ahupp",
          "committed_at": "2022-05-22T12:54:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "585373b5d952e579a9f7bd8f6418ca0bfd6a5e35",
          "body": "…://docs.pytest.org/en/6.2.x/goodpractices.html#test-discovery",
          "is_bot": false,
          "headline": "rename test to match standard naming rules, so pytest finds it: https…",
          "author_name": "Adam Hupp",
          "author_login": "ahupp",
          "committed_at": "2022-04-25T13:55:20Z",
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        {
          "oid": "de97f00b128b04de65af2c480c411f4e6d0527b3",
          "body": null,
          "is_bot": false,
          "headline": "less surprising use of abspath",
          "author_name": "Adam Hupp",
          "author_login": "ahupp",
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        {
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          "is_bot": false,
          "headline": "correctly find path to testdata when running from root",
          "author_name": "Adam Hupp",
          "author_login": "ahupp",
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        },
        {
          "oid": "6b34bde052be74334dad71963d92a1c49eecd168",
          "body": "…n script",
          "is_bot": false,
          "headline": "improve test script name clarity; expand test docs; cleanup docker ru…",
          "author_name": "Adam Hupp",
          "author_login": "ahupp",
          "committed_at": "2022-04-25T13:55:20Z",
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        {
          "oid": "0fb1922da4a7b27bd19b75a03dca2f51bff4362f",
          "body": null,
          "is_bot": false,
          "headline": "include typing stubs in package, bump to 0.4.25",
          "author_name": "Adam Hupp",
          "author_login": "ahupp",
          "committed_at": "2022-02-03T20:00:24Z",
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        },
        {
          "oid": "f8e5ca3f04988a8e41a209ece4d3a4d862b714ae",
          "body": "Include type stubs in package",
          "is_bot": false,
          "headline": "Merge pull request #257 from vivienm/master",
          "author_name": "Adam Hupp",
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          "body": "Support file 5.41.",
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          "headline": "Merge pull request #253 from marxin/python-bytecode",
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          "body": "In https://github.com/file/file/commit/7d9b0f0d853957ad88dae0f440fecd58d2740ca7,\nthe MIME was changed for Python bytecode.",
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          "headline": "Support file 5.41.",
          "author_name": "Martin Liska",
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          "body": "See https://github.com/ahupp/python-magic/pull/251",
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          "body": "I can't repro this, but PR #250 suggests that some versions of\nlibmagic will return a mimetype that doesn't include a charset,\nleading to an exception.  Fall back to an empty charset in this case.",
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          "headline": "Fix compat mode handling with empty mime string",
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          "body": "__del__ is called regardless of whether __init__ passed, so the cookie\nattribute may not exits. This can be seen with:\n\npython3 -c \"import magic; magic.Magic(foo=None)\"\n\nAlso discussed in https://github.com/ahupp/python-magic/pull/222#issuecomment-675354824",
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          "headline": "Revert \"Fix bug in Magic when destructor called too early\"",
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      "components": []
    },
    "categories": [
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        "metrics": [
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            "note": null,
            "notes": [],
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            "inputs": {
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                "key": "push_recency",
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                "max_points": 36
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                "key": "commit_cadence",
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                "key": "release_cadence",
                "name": "Release cadence",
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                "key": "openssf_scorecard_signed_releases",
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      {
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        "metrics": [
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            "key": "popularity",
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              "growth_state": "organic",
              "growth_factor_pct": 100
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
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                "status": "partial",
                "details": [
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                    "code": "stars",
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                      "count": 2914
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
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                "details": [
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                    "code": "forks",
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                "max_points": 25
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              {
                "key": "watchers",
                "name": "Watchers",
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                "points": 9.1,
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                "details": [
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                    "code": "watchers",
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                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
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            "note": null,
            "notes": [],
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            "inputs": {
              "has_readme": true,
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              "has_contributing": false,
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            "components": [
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              {
                "key": "license",
                "name": "License",
                "detail": "license file present, not a recognized license",
                "points": 16.9,
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                "details": [
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                    "code": "license_custom",
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                "max_points": 22.5
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                "key": "code_of_conduct",
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                "key": "issue_template",
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                "details": [],
                "max_points": 7.2
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                "key": "pr_template",
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      {
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        "weight": 0.24,
        "metrics": [
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            "notes": [],
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                "key": "bus_factor",
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                "max_points": 54
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                "key": "commit_distribution",
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                "status": "partial",
                "details": [
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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                "key": "contributor_breadth",
                "name": "Contributor breadth",
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                "status": "met",
                "details": [
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                    "code": "contributors_sampled",
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                      "count": 57
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                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 32 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "issue_closed_ratio": 0.893,
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                "key": "issue_resolution",
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                "points": 41.7,
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                    "code": "issues_closed_share",
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                      "share": 89
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                "max_points": 46.75
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                "key": "pr_acceptance",
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 10/21 approved changesets -- score normalized to 4",
                "points": 6,
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            ]
          },
          {
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            "notes": [
              {
                "code": "excluded_no_data",
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                "code": "weights_renormalized",
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            "value": 59,
            "inputs": {
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            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
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                "details": [
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                    "code": "owner_personal",
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                ],
                "max_points": 30
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              {
                "key": "verified_domain",
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                "detail": "not applicable to user accounts",
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                "status": "excluded",
                "details": [
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                ],
                "max_points": 20
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              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "98 followers of ahupp",
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                "status": "partial",
                "details": [
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                    "code": "owner_followers",
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                      "count": 98,
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                  }
                ],
                "max_points": 25
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              {
                "key": "track_record",
                "name": "Track record",
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                "points": 22.6,
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                    "code": "public_repos",
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                  {
                    "code": "account_age_years",
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                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "name": "Package maintenance",
            "note": null,
            "notes": [],
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            "inputs": {
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              "ecosystems": "pypi",
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            "components": [
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                "key": "published_resolvable",
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                "key": "publish_recency",
                "name": "Publish recency",
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                "max_points": 35
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                "key": "version_history",
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                ],
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                "key": "not_deprecated",
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                "status": "met",
                "details": [
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                    "code": "package_not_deprecated",
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                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
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        "metrics": [
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            "key": "engineering_practices",
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            "inputs": {
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              "has_editorconfig": false,
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                "key": "ci_workflows",
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                "key": "tests_present",
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                "key": "linter_config",
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          },
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            "notes": [],
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            "inputs": {
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            ]
          }
        ],
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                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
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            "value": 49,
            "inputs": {
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                "key": "branch_protection",
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                "detail": "no effort to earn an OpenSSF best practices badge detected",
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                "key": "code_review",
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                "key": "contributors",
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                "key": "dangerous_workflow",
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              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
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                "points": 7.5,
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                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
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                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 26
            },
            "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": 45,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 17,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.316,
              "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": "31 of 98 human commits state their intent (structured subject or explanatory body)",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 31,
                      "sampled": 98
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 52,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "magic/py.typed"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.02
            },
            "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": "ruff.toml, tox.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ruff.toml, tox.ini"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "magic/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "magic/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "2 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 2,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 16393,
              "source_files_sampled": 7,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (magic/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "magic/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/7 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 7,
                      "oversized": 0
                    }
                  }
                ],
                "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-22T01:16:28.853251Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/ahupp/python-magic.svg",
  "full_name": "ahupp/python-magic",
  "license_state": "custom",
  "license_spdx": null
}

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.26.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsPyPI.