Public record
Software health reportschema 0.25.0 · metrics 1.13.0 · 2026-07-21 22:29 UTC

scanny / python-pptx

Create Open XML PowerPoint documents in Python

PythonMIT★ 3,462 stars⑂ 725 forkssince Nov 2012View on GitHub ↗

scanny/python-pptx holds a health index of 41 out of 100, placing it in the At risk band. It scores highest on Community & Adoption (79/100) and lowest on Vitality (17/100). It was last updated 713 days ago. A single contributor accounts for most of its recent work.

41
overall / 100
At risk

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.

41
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.

Abandonment Policy applies a 85% multiplier to weighted overall health.

Ownership

Steve CannyPersonal account
370 followers5 public repossince Jul 2012

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-pptx1.0.259,111,83951713 days agopowerpointpptpptxopenxmloffice

Metrics by category

Vitality

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

17Critical · 22% of overall
How it's scored
0/36Push recency — last push 713 days ago
0/36Commit cadence — 0/52 weeks with commits
0/18Commit volume — 0 commits in the last year
0/10OpenSSF Scorecard: Maintained — no data
Inputs used
commits_last_year0
human_commit_share1
days_since_last_push713
active_weeks_last_year0
How it's scored
16.2/27Ships releases — 47 version tags (no GitHub releases)
7.2/36Release recency — latest release 713 days ago
12.6/27Release cadence — a release every ~229 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count47
latest_release_tagv1.0.2
releases_from_tagsyes
days_since_latest_release713
mean_days_between_releases229

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

79Good · 18% of overall
How it's scored
57.4/60Stars — 3,462 stars
23.8/25Forks — 725 forks
10.5/15Watchers — 77 watchers
Inputs used
forks725
stars3,462
watchers77
growth_stateorganic
growth_factor_pct100
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
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
How it's scored
80/80Monthly downloads — 59,111,839 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagespython-pptx
dependents
ecosystemspypi
total_downloads
monthly_downloads59,111,839
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

45At risk · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.8/22.5Commit distribution — top contributor authored 96% of commits
9.5/13.5Contributor breadth — 7 contributors
0/10OpenSSF Scorecard: Contributors — no data
Inputs used
bus_factor1
contributors_sampled7
top_contributor_share0.965
How it's scored
24.7/46.8Issue resolution — 53% of issues closed
5.1/38.3PR acceptance — 13/97 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — no data
Inputs used
merged_prs13
open_issues448
closed_issues501
issue_closed_ratio0.528
closed_unmerged_prs84
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
18.5/25Owner reach — 370 followers of scanny
17.7/25Track record — 5 public repos, account ~13 yr old
Inputs used
followers370
owner_typeUser
is_verified
owner_loginscanny
public_repos5
account_age_days5,104
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
14/35Publish recency — latest publish 713 days ago
20/20Version history — 51 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagespython-pptx
ecosystemspypi
any_deprecatedno
min_days_since_publish713

Engineering Quality

Are baseline engineering and documentation practices in place?

78Good · 20% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
16/16Linter config — tox.ini
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

21Critical · 16% of overall
How it's scored
0/30Security policy (SECURITY.md)
0/25Dependabot config
0/25Dependency lockfiles — published library — lockfiles are an application concern, not expected
0/20CodeQL workflow
Inputs used
sourcefile_signals
lockfiles
manifestspyproject.toml, requirements-dev.txt, requirements-docs.txt, requirements-test.txt, requirements.txt
has_codeql_workflowno
has_security_policyno
has_dependabot_configno
Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages4
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:python-pptx@1.0.2 runtime dependency closure — what installing the published package pulls in — 4 packages. Reachability is not analyzed.

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.

61Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 97 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.97
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — Makefile, docs/Makefile, spec/gen_spec/Makefile
22/22Automated tests
11/11Lint / format config — tox.ini
11/11Static type checking — src/pptx/py.typed
0/10Reproducible environment
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileno
typed_languageno
bootstrap_filesMakefile, docs/Makefile, spec/gen_spec/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configssrc/pptx/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
How it's scored
27/45Type-checkable code — Python with type-check config (src/pptx/py.typed)
54.5/55Manageable file sizes — 2/222 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes88,344
source_files_sampled222
oversized_source_files2

Key facts

3,462GitHub stars
7contributors
0commits, last 12 months
713days since last push
47releases
1bus factor
448open issues
PyPIpackage ecosystems

Data collection warnings

  • OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

More detail

Star and fork history 3,462 ★ / 725 ⇿
3,462Stars
725Forks
47Releases

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.

01,2502,5003,7503,462686402013-012019-102026-07
Major 1Minor 4Patch 42

Each point covers 13 days.

Direct dependencies 4
RegistryPackageVersion constraintManifest
PyPIPillow>=3.3.2pyproject.toml
PyPIXlsxWriter>=0.5.7pyproject.toml
PyPIlxml>=3.1.0pyproject.toml
PyPItyping_extensions>=4.9.0pyproject.toml
All dependencies 20

Full resolved dependency set from the GitHub dependency graph: 4 direct and 16 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIlxmldirect
PyPIpillowdirect
PyPItyping-extensionsdirect
PyPIxlsxwriterdirect
PyPIalabasterindirect
PyPIbehaveindirect
PyPIbuildindirect
PyPIflake8indirect
PyPIjinja22.11.3indirect
PyPImarkupsafe0.23indirect
PyPImockindirect
PyPIpyparsingindirect
PyPIpytestindirect
PyPIpytest-coverageindirect
PyPIpytest-xdistindirect
PyPIruffindirect
PyPIsetuptoolsindirect
PyPIsphinx1.8.6indirect
PyPItoxindirect
PyPItwineindirect
Dependency advisories 0

Installing pypi:python-pptx@1.0.2 pulls in 4 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
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          "oid": "278b47b1dedd5b46ee84c286e77cdfb0bf4594be",
          "body": "Some enum values like `MSO_SHAPE_TYPE.MIXED` are never produced by\n`python-pptx` and so were removed during the enum modernization in\ncommit `01b86e64`. However, in at least one downstream system these\nvalues are referenced even though they can never actually occur.\n\nReplace these \"read-only\" values to avoid downstream breakage.",
          "is_bot": false,
          "headline": "fix(enum): replace read-only enum values",
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          "body_truncated": false,
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          "body": "- Move to `pyproject.toml`\n- Update support to 3.8+",
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          "headline": "build: modernize build process",
          "author_name": "Steve Canny",
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          "body": "At least one client, perhaps Adobe PDF Converter, produces a PPTX with\nJPEG images mapped to the non-existent `image/jpg` MIME-type rather than\nthe correct `image/jpeg`.\n\nAccept `image/jpg` as an alias for `image/jpeg`, which is consistent\nwith the behavior of PowerPoint which loads these files without\ncomplaint.",
          "is_bot": false,
          "headline": "fix: #929 raises on JPEG with image/jpg MIME-type",
          "author_name": "Steve Canny",
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          "is_bot": false,
          "headline": "fix: #990 Turn off ZipFile strict_timestamps",
          "author_name": "Steve Canny",
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          "oid": "799b214a79ab24326ee4075265b3ed1adcf3c6cd",
          "body": "https://github.com/scanny/python-pptx/issues/972\n\nNaive \"max + 1\" slide-id allocation algorithm assumed that slide-ids\nwere assigned from bottom up. Apparently some client assigns slide ids\nfrom the top (2,147,483,647) down and the naive algorithm would assign\nan invalid slide-id in that case.\n\nDetect when the assigned id is out-of-range and fall-back to a robust\nalgorithm for assigning a valid id based on a \"first unused starting at\nbottom\" policy.",
          "is_bot": false,
          "headline": "fix: #972 next-slide-id fails when max used",
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          "oid": "d5c95be6d51dbf1db6d99951bdb28efb86054de7",
          "body": "https://github.com/scanny/python-pptx/issues/943\n\nRemove mention of a `Px` subtype of `Length` since no such subtype\nexists. Turns out a pixel has various sizes on different systems so no\nstandard unit of measure is possible.",
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          "headline": "fix: #943 Docstring implies Px subtype of Length",
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          "body": "Add type-annotations broadly, but prioritizing interface objects and\nmethods. Adjust text-width to 100, remove Python 2 support, etc.",
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          "headline": "type: general modernization",
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          "author_login": "scanny",
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          "is_bot": false,
          "headline": "rfctr(enum): modernize enumerations",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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          "headline": "type: add lxml type-stubs",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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        },
        {
          "oid": "ce10c20b621aaed8f94a26fd2a5f8391287a6f74",
          "body": "- Add `pyproject.toml` and gather configuration there. Move `.ruff.toml`\n  contents into `pyproject.toml`.\n- Add `requirements-test.txt`.",
          "is_bot": false,
          "headline": "dev: modernize dev environment",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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        },
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          "body": "This improves packaging reliability because it prevents tests from\nrunning against the current directory instead of the installed version\nof the package.",
          "is_bot": false,
          "headline": "build: move pptx package under src/",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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          "headline": "release: prepare v0.6.23 release",
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          "author_login": "scanny",
          "committed_at": "2023-11-02T21:38:39Z",
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          "oid": "791ba4a2d79e9bb35be7f0c3c194d552bb73b31e",
          "body": "Remove <=9.5.0 constraint which was where `font.getsize()` was removed.\nThat version has one or more security vulnerabilities not fixed until\n10+.",
          "is_bot": false,
          "headline": "fix: Support Pillow 10+",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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          "headline": "release: prepare v0.6.22 release",
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          "author_login": "scanny",
          "committed_at": "2023-08-29T03:20:17Z",
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        },
        {
          "oid": "fa2349503a741a9be0cd77c58c558ffe5d0cf397",
          "body": "The `make upload` operation doesn't work anymore, so we need to use\ntwine instead. This calls for a few modernizations to the distribution\nconfiguration and procedure.",
          "is_bot": false,
          "headline": "dist: modernize distribution for twine upload",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2023-08-29T03:18:11Z",
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          "headline": "docs: improve docs",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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          "body": null,
          "is_bot": false,
          "headline": "fix: #754 _Relationships.items() raises",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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        },
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          "oid": "a5f05dfaaf8577e3b0cb649acdb1d7a415d8e3b2",
          "body": "At least one autoshape name ('\"No\" Symbol') contains the double-quote\ncharacter which raises an XML exception when it prematurely terminates\nthe `name=\"...\"` attribute of the autoshape. Escape autoshape basename\nto avoid this problem, specifically targetting the double-quote\ncharacter.",
          "is_bot": false,
          "headline": "fix: #758 quote in autoshape name must be escaped",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2023-08-25T20:43:26Z",
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          "is_bot": false,
          "headline": "fix: #746 update Python 3.x support in docs",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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        },
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          "body": "https://github.com/scanny/python-pptx/issues/748",
          "is_bot": false,
          "headline": "fix: #748 setup's `license` should be short string",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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          "is_bot": false,
          "headline": "fix: collections.abc Windows 3.10 breakage",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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          "headline": "ole: add p:oleObj.imgW and imgH",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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        },
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          "headline": "ole: add _OleObjectElementCreator._icon_height",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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        },
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          "headline": "ole: add _OleObjectElementCreator._icon_width",
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          "author_login": "scanny",
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          "headline": "ole: add _OleObjectElementCreator icon_width/height",
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          "author_login": "scanny",
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        },
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          "oid": "620bf70f5c5e56e15b498d59ed76a1240fb71096",
          "body": "The caller will need to specify the icon height and width when providing\ntheir own custom icon image. Add optional parameters to\n`.add_ole_object()` suitable for that purpose and update the\ndocumentation.",
          "is_bot": false,
          "headline": "ole: add icon_width/height to `.add_ole_object()`",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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        },
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          "oid": "368373c5670bf95715802f942358fc3dee3f5dff",
          "body": "Some version-related changes caused lint and acceptance-test failures\nsince the last release. Fix those up.",
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          "headline": "fix: get lint/tests running again",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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          "is_bot": false,
          "headline": "release: prepare v0.6.21 release",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-09-20T23:48:56Z",
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        },
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          "oid": "928248f67531c1e2e567f6cb34d63549b5a912a4",
          "body": null,
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          "headline": "opc: add _DirPkgReader.__contains__()",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-09-20T22:13:19Z",
          "body_truncated": false,
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        },
        {
          "oid": "4d7458c320f8bc898631e17185fc39185b3e5ade",
          "body": "There was no acceptance test for loading from a PPTX package extracted\nto a directory.",
          "is_bot": false,
          "headline": "xfail: add acceptance test for _DirPackageReader",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-09-20T22:06:29Z",
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        },
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          "is_bot": false,
          "headline": "release: prepare v0.6.20 release",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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          "oid": "0b127a95f1caf7e0e88a1ed8e08e417af49488a0",
          "body": "These resulted mostly from pulling `from __future__ ...` imports out\nwholesale. A few were actually still needed.\n\nAlso, setting autospec=True by default on `method_mock()` encountered a\nbut that was present in 3.6 but not 2.7 or 3.8, so we need to set some\nmethod-mocks to autospec=False even though that works properly now in\n3.8.",
          "is_bot": false,
          "headline": "fix: Python 2.7 and 3.6 test errors",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-09-14T20:15:32Z",
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        },
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          "body": "https://github.com/scanny/python-pptx/issues/223",
          "is_bot": false,
          "headline": "fix: #223 Escape p:pic filename parameter",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-09-14T06:22:18Z",
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        },
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          "oid": "f17fb9fbe89d2957e4a31a5dfd4878d683591086",
          "body": "An imported audio (or video I suppose) media item produces a `<p:pic>`\nelement showing the \"speaker\" audio image. This shape has a click-action\nwhich plays (or stops) the audio when clicked on in presentation-mode.\n\nThis `ppaction://media` click-action is not a \"registered\" click-action\nand it has n\n[…]\n\n`python-pptx`). Previously this would cause `ActionSetting.action` to\nraise `KeyError` when accessed for this type of shape.\n\nChange the behavior so `PP_ACTION.NONE` is returned in this case\ninstead.",
          "is_bot": false,
          "headline": "fix: improve handling of media click-action",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-09-14T06:22:18Z",
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          "oid": "419c9e81a5c128373f0f564f18e8fc6b320fe47b",
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          "is_bot": false,
          "headline": "cht: add _BaseAxis.reverse_order setter",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-09-14T06:22:18Z",
          "body_truncated": false,
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        },
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          "is_bot": false,
          "headline": "cht: add _BaseAxis.reverse_order getter",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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          "is_bot": false,
          "headline": "xfail: add Axis.reverse_order acceptance tests",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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        },
        {
          "oid": "aa8c50cced4c89e8ff98a57bea94e547692e0014",
          "body": "* Order tests alphabetically by unit-under-test (UUT).\n* PEP 257 for docstrings.\n* Get rid of most __future__ imports.",
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          "headline": "rfctr: modernize tests and formatting",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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        },
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          "body": null,
          "is_bot": false,
          "headline": "docs: document Axis.reverse_order analysis",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-09-14T06:22:18Z",
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        },
        {
          "oid": "ce78e00e3758641a3aaa505f3c36b7ec737b9b5d",
          "body": "Make sure that a .rels parts is not written for any part that has no\noutgoing relationships.",
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          "headline": "test: Add feature for .rels file count",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-09-14T06:22:18Z",
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          "headline": "test: improve test coverage",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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        },
        {
          "oid": "2b0343e8bcb3dd9be78e4912d6332e7561e46351",
          "body": "Both OpcPackage and Part can have relationships and there are several\nduplicated methods on both. Extract these to `_RelatableMixin` and\nsubclass that mixin on both those classes.",
          "is_bot": false,
          "headline": "rfctr: extract _RelatableMixin",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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        },
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          "headline": "rfctr: modernize tests related to pptx.opc.package",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-09-14T06:20:42Z",
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        },
        {
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          "body": "Also modernize PartFactory tests since I had to touch them.",
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          "headline": "rfctr: improve expression",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-09-14T06:15:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "headline": "rfctr: reimplement PackageWriter",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-08-24T22:43:08Z",
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        },
        {
          "oid": "a9eb5e5f84f2ebe7687555cc09b55f84ff0a9859",
          "body": "SerializedParts are an unnecessary intermediate step. Just use the oxml\nCT_Relationship(s) tree to do the needful.",
          "is_bot": false,
          "headline": "rfctr: ditch sparts and srels",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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        },
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          "oid": "2fa9663370e451f90b22d6e01072127b99beba70",
          "body": "All parts require a `package` argument. Move it to the left and remove\nany default to `None`.\n\nRationale: `blob` can be `None` sometimes, like for an `XmlPart`\ninstance. `package` is now required, so it must appear before `blob`\n(All positional parameters must precede all keyword params).",
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          "headline": "rfctr: move `package` arg position left in Part",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-08-24T20:08:35Z",
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        },
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          "headline": "rfctr: reimplement _PhysPkgReader and subtypes",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-08-24T05:19:02Z",
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        },
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          "oid": "ea07f47e0d93ce6c48c8ee02e97dc30da985705a",
          "body": "Use @lazyproperty in place of pre-computed instance variables.",
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          "headline": "rfctr: make PackageReader a value object",
          "author_name": "Steve Canny",
          "author_login": "scanny",
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        },
        {
          "oid": "81102ffc8836666f432fcea6923a4894abf4ab0a",
          "body": "This provides the basis for the rest of loading.",
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          "headline": "pkg: add _PackageLoader._xml_rels",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-08-24T03:22:50Z",
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        },
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          "is_bot": false,
          "headline": "rfctr: subsume Unmarshaller into _PackageLoader",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-08-23T22:50:50Z",
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        },
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          "is_bot": false,
          "headline": "rfctr: extract _PackageLoader",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-08-23T20:25:07Z",
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        },
        {
          "oid": "aacda7eacd1c6ab02538aec7cbede5be4c2d4ee4",
          "body": "There's no need for both `.iter_parts()` and `.parts`. `.iter_parts()`\nis needed for other things and is in general more performant (because it\ncan be short-circuited), so choose that one and drop `.parts`.",
          "is_bot": false,
          "headline": "rfctr: remove OpcPackage.parts",
          "author_name": "Steve Canny",
          "author_login": "scanny",
          "committed_at": "2021-08-23T19:38:47Z",
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            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 21,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 7,
              "top_contributor_share": 0.965
            },
            "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 96% of commits",
                "points": 0.8,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 96
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "7 contributors",
                "points": 9.5,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 7
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                  }
                ],
                "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": "at_risk",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 35,
            "inputs": {
              "merged_prs": 13,
              "open_issues": 448,
              "closed_issues": 501,
              "issue_closed_ratio": 0.528,
              "closed_unmerged_prs": 84
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "53% of issues closed",
                "points": 24.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 53
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "13/97 decided PRs merged",
                "points": 5.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 13,
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                  }
                ],
                "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": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 58,
            "inputs": {
              "followers": 370,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "scanny",
              "public_repos": 5,
              "account_age_days": 5104
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "370 followers of scanny",
                "points": 18.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 370,
                      "login": "scanny"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "5 public repos, account ~13 yr old",
                "points": 17.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 5
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 13
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "good",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "packages": [
                "python-pptx"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 713
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 713 days ago",
                "points": 14,
                "status": "partial",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 713
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "51 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 51
                    }
                  }
                ],
                "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": "good",
        "name": "Engineering Quality",
        "value": 78,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "critical",
        "name": "Security",
        "value": 21,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "source": "file_signals",
              "lockfiles": [],
              "manifests": [
                "pyproject.toml",
                "requirements-dev.txt",
                "requirements-docs.txt",
                "requirements-test.txt",
                "requirements.txt"
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              "has_codeql_workflow": false,
              "has_security_policy": false,
              "has_dependabot_config": false
            },
            "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": 0,
                "status": "missed",
                "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": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:python-pptx@1.0.2 runtime dependency closure — what installing the published package pulls in — 4 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:python-pptx@1.0.2",
                  "assessed": 4
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 4,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 4,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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": 4
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 61,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.97,
              "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": "97 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 97,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
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                "docs/Makefile",
                "spec/gen_spec/Makefile"
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
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              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, docs/Makefile, spec/gen_spec/Makefile",
                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                  }
                ],
                "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"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "src/pptx/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "src/pptx/py.typed"
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                  }
                ],
                "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": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "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": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 88344,
              "source_files_sampled": 222,
              "oversized_source_files": 2
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (src/pptx/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "src/pptx/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "2/222 source files over 60KB",
                "points": 54.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 222,
                      "oversized": 2
                    }
                  }
                ],
                "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": [
    "OpenSSF Scorecard timed out after 240s; skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T22:29:24.718034Z",
  "schema_version": "0.25.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/scanny/python-pptx.svg",
  "full_name": "scanny/python-pptx",
  "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 v0.25.0 — full methodology · metrics wiki.

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