Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-27 03:59 UTC

serhiy-storchaka / cpython

The Python programming language

Python · CCustom license★ 7 stars⑂ 3 forkssince Feb 2017forkView on GitHub ↗

serhiy-storchaka/cpython holds a health index of 61 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (76/100) and lowest on Community & Adoption (18/100). It was last updated today. 11 contributors account for most of its recent work.

61
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.

61
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

Serhiy StorchakaPersonal account
559 followers21 public repossince Feb 2013

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

Metrics by category

Vitality

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

75Good · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
33.9/36Commit cadence — 49/52 weeks with commits
18/18Commit volume — 4,230 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year4,230
human_commit_share0.98
days_since_last_push0
active_weeks_last_year49
How it's scored
16.2/27Ships releases — 34 version tags (no GitHub releases)
0/36Release recency — latest release 3,478 days ago
19.8/27Release cadence — a release every ~92.6 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count34
latest_release_tagv3.4.6
releases_from_tagsyes
days_since_latest_release3,478
mean_days_between_releases92.6
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?

18Critical · 18% of overall
How it's scored
12.6/60Stars — 7 stars
2.5/25Forks — 3 forks
2.7/15Watchers — 4 watchers
Inputs used
forks3
stars7
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
0/22.5README
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_readmeno
has_licenseno
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
54/54Bus factor — 11 contributor(s) cover half of all commits
20.2/22.5Commit distribution — top contributor authored 10% of commits
13.5/13.5Contributor breadth — 100 contributors
10/10OpenSSF Scorecard: Contributors — project has 49 contributing companies or organizations
Inputs used
bus_factor11
contributors_sampled100
top_contributor_share0.103
How it's scored
0/46.8Issue resolution — no issues or no data
1.6/38.3PR acceptance — 1/24 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs1
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs23
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
19.8/25Owner reach — 559 followers of serhiy-storchaka
21.8/25Track record — 21 public repos, account ~13 yr old
Inputs used
followers559
owner_typeUser
is_verified
owner_loginserhiy-storchaka
public_repos21
account_age_days4,903
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

76Good · 20% of overall
How it's scored
24/24CI workflows — 23 workflow(s)
24/24Tests present
16/16Linter config — .ruff.toml
9.6/9.6Pre-commit hooks
6.4/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configyes
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

40At risk
How it's scored
0/30README
25/25Documentation directory
15/15Documentation / homepage site — https://www.python.org/
0/10Repository description
0/10Topics
0/10Wiki
Inputs used
topics
has_wikino
homepagehttps://www.python.org/
has_readmeno
has_docs_diryes
has_descriptionno

Security

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

74Good · 16% of overall
How it's scored
4.5/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — no data
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 49 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.2/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate6.7
Excluded from scoring (no data or not applicable): ci_tests, packaging, signed_releases. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories2
affected_packages2
assessed_packages110
unassessed_packages83
affected_by_severitymoderate 2
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 110 resolved dependencies against OSV. 83 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

69Moderate · 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 — 78 of 98 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.796
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — Doc/Makefile, Tools/freeze/test/Makefile, Tools/peg_generator/Makefile, Tools/unicode/Makefile
22/22Automated tests
11/11Lint / format config — .ruff.toml
11/11Static type checking — Lib/_pyrepl/mypy.ini, Lib/test/libregrtest/mypy.ini, Lib/tomllib/mypy.ini, Platforms/emscripten/browser_test/tsconfig.json, Tools/build/mypy.ini, Tools/cases_generator/mypy.ini, Tools/check-c-api-docs/mypy.ini, Tools/clinic/mypy.ini, Tools/jit/mypy.ini, Tools/peg_generator/mypy.ini
10/10Reproducible environment — devcontainer, lockfile
10/10Demonstrated agent practice — 26 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 2 of the last 100 commits are automated dependency updates
8/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileno
typed_languageno
bootstrap_filesDoc/Makefile, Tools/freeze/test/Makefile, Tools/peg_generator/Makefile, Tools/unicode/Makefile
has_devcontaineryes
has_linter_configyes
typecheck_configsLib/_pyrepl/mypy.ini, Lib/test/libregrtest/mypy.ini, Lib/tomllib/mypy.ini, Platforms/emscripten/browser_test/tsconfig.json, Tools/build/mypy.ini, Tools/cases_generator/mypy.ini, Tools/check-c-api-docs/mypy.ini, Tools/clinic/mypy.ini, Tools/jit/mypy.ini, Tools/peg_generator/mypy.ini
agent_commit_share0.26
toolchain_manifestsPlatforms/Android/testbed/app/build.gradle.kts, Platforms/Android/testbed/build.gradle.kts
dependency_bot_commit_share0.02
How it's scored
27/45Type-checkable code — Python with type-check config (Lib/_pyrepl/mypy.ini, Lib/test/libregrtest/mypy.ini, Lib/tomllib/mypy.ini, Platforms/emscripten/browser_test/tsconfig.json, Tools/build/mypy.ini, Tools/cases_generator/mypy.ini, Tools/check-c-api-docs/mypy.ini, Tools/clinic/mypy.ini, Tools/jit/mypy.ini, Tools/peg_generator/mypy.ini)
49.9/55Manageable file sizes — 319/3,450 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes1,467,683
source_files_sampled3,450
oversized_source_files319
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — example
Inputs used
example_dirsexample
has_mcp_signalno
api_schema_files

Key facts

7GitHub stars
100contributors
4,230commits, last 12 months
0days since last push
34releases
11bus factor
0open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Community profile unavailable

More detail

Star and fork history 0 ★ / 3 ⇿
0Stars
3Forks

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.

12233312020-012023-012026-02

Each point covers 6 days.

OpenSSF Scorecard 6.7 / 10
6.7aggregate

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 · 2026-07-27 03:58 UTC

6Binary-Artifactsbinaries present in source code
0Branch-Protectionbranch protection not enabled on development/release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 49 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
6Vulnerabilities4 existing vulnerabilities detected
All dependencies 193

Full resolved dependency set from the GitHub dependency graph: 0 direct and 193 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@babel/code-frame7.29.0indirect
npm@babel/helper-validator-identifier7.28.5indirect
npm@playwright/test1.58.2indirect
npm@types/minimist1.2.5indirect
npm@types/node24.12.0indirect
npm@types/normalize-package-data2.4.4indirect
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npmbasic-auth2.0.1indirect
npmcall-bind-apply-helpers1.0.2indirect
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npmcamelcase6.3.0indirect
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npmchalk4.1.2indirect
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npmfollow-redirects1.15.9indirect
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npmget-intrinsic1.3.0indirect
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Dependency advisories 2

This repository publishes no package the index resolves, so its own dependency graph was assessed — 110 packages, which also include development and test pins that never ship: 2 carry known advisories, of which 0 are direct. 83 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
follow-redirects1.15.9indirectmoderate11.16.0
qs6.15.0indirectmoderate16.15.2

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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          "author_name": "sobolevn",
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          "body": "…d (GH-152775)\n\nPass False to send the message as an exact sequence of octets, without\nrewriting bare CR or LF to CRLF.\n\nAlso add tests for the APPEND command, including an email message\nround-trip.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nCo-authored-by: harjoth <harjoth.khara@gmail.com>",
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          "headline": "gh-49680: Add translate_line_endings parameter to imaplib.IMAP4.appen…",
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          "headline": "gh-66335: Add tests for imaplib command methods (GH-152872)",
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          "body": "…ed futures (#152585)",
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          "headline": "gh-152569: Fix asyncio.wait leaking tasks via await-graph on long-liv…",
          "author_name": "Simon Knott",
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          "body": "…efault (GH-152778)\n\nIMAP4_SSL() and IMAP4.starttls() do not verify the server certificate or\nhostname unless a suitable ssl_context is passed.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "gh-72507: Document that imaplib does not verify TLS certificates by d…",
          "author_name": "Serhiy Storchaka",
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          "body": "A FETCH response may contain additional or unsolicited data, so the\nmessage is not always data[0][1].\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "gh-79964: Clarify the imaplib fetch example in the docs (GH-152780)",
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          "is_bot": false,
          "headline": "gh-108280: Give a meaningful error for an invalid imaplib greeting (G…",
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          "body": "imaplib fetched the server capabilities only once, at connection time.\nThey are now also refreshed after a successful LOGIN or AUTHENTICATE,\nfrom the CAPABILITY response the server sent or, if it sent none, by\nquerying it.  This lets methods such as enable() see capabilities added\nafter login, for e\n[…]\nBLE on Gmail (gh-103451).\n\nCapabilities advertised in the server greeting are now used too, saving\na redundant CAPABILITY command.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "gh-63121: Refresh imaplib capabilities on state changes (GH-152752)",
          "author_name": "Serhiy Storchaka",
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          "headline": "gh-135142: update idlelib News3.txt for 9 issues (#152839)",
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          "headline": "gh-82183: Do not restart the busy IDLE shell when running without res…",
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          "body": "gh-83653: Do not save a blank int entry in IDLE Settings\n\nBlanking an integer entry wrote an empty string to the config file, which\ncaused an \"invalid int value\" warning when it was read back.\n\nCo-authored-by: Cheryl Sabella <cheryl.sabella@gmail.com>",
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          "headline": "gh-75595: Do not save a blank int entry in IDLE Settings (#152743)",
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          "headline": "gh-65339: Save IDLE Shell and Output windows as text by default (#152…",
          "author_name": "Serhiy Storchaka",
          "author_login": "serhiy-storchaka",
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          "is_bot": false,
          "headline": "gh-152433 Allow faulthandler.c to build for Windows UWP (GH-152688)",
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          "author_login": "thexai",
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          "is_bot": false,
          "headline": "gh-152682: Remove non-functional `test_syntax.test_disallowed_type_pa…",
          "author_name": "Petr Vaganov",
          "author_login": "petrvaganoff",
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          "headline": "gh-80504: Always show the full search path in IDLE Find in Files (#15…",
          "author_name": "Serhiy Storchaka",
          "author_login": "serhiy-storchaka",
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          "headline": "gh-134300: Remove idlelib from the path of the IDLE user process (#15…",
          "author_name": "Serhiy Storchaka",
          "author_login": "serhiy-storchaka",
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          "body": "Deleting a key binding for a sequence not bound to the virtual event no\nlonger raises a ValueError; the discrepancy is now ignored.",
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          "headline": "gh-89360: Fix ValueError in IDLE MultiCall event_delete (#152738)",
          "author_name": "Serhiy Storchaka",
          "author_login": "serhiy-storchaka",
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          "headline": "gh-71956: Fix IDLE Replace All searching up without wrap around (#152…",
          "author_name": "Serhiy Storchaka",
          "author_login": "serhiy-storchaka",
          "committed_at": "2026-07-01T15:55:43Z",
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          "body": "Set the WM_CLASS of IDLE's long-lived windows (window-list windows and\nthe stack viewers) to \"Idle\" instead of the default \"Toplevel\", so that\nwindow managers group and label them correctly.",
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          "is_bot": false,
          "headline": "Use tk_scaling() instead of a raw Tcl call in IDLE and tkinter tests …",
          "author_name": "Terry Jan Reedy",
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          "headline": "GH-148874: Make sure that mngr.__exit__() is always called in a with …",
          "author_name": "Mark Shannon",
          "author_login": "markshannon",
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          "body": "Co-authored-by: hydrogen-mvm <hydrogen-mvm@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix copy paste error with Py_mod_state_traverse (GH-152776)",
          "author_name": "Petr Viktorin",
          "author_login": "encukou",
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          "oid": "34503f39532279efb12653754bb3a7e535fb66cc",
          "body": "…(GH-144502)\n\nWith one exception, all \"stealing\" functions also steal on error,\nbut it makes sense to note this in each case.\n\nCo-authored-by: Peter Bierma <zintensitydev@gmail.com>",
          "is_bot": false,
          "headline": "gh-144473: Add \"steal\" term to glossary; clarify \"stealing\" on error …",
          "author_name": "Petr Viktorin",
          "author_login": "encukou",
          "committed_at": "2026-07-01T11:47:00Z",
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          "headline": "Bump the `actions/{github-script,checkout}` and `j178/prek-action` ac…",
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          "author_login": "dependabot[bot]",
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          "author_login": "ShaharNaveh",
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          "body": "…hypothesis.txt` (#152758)\n\nBumps [hypothesis](https://github.com/HypothesisWorks/hypothesis) from 6.151.9 to 6.155.3.\n- [Release notes](https://github.com/HypothesisWorks/hypothesis/releases)\n- [Commits](https://github.com/HypothesisWorks/hypothesis/compare/hypothesis-python-6.151.9...v6.155.3)\n\n--\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump `hypothesis` from `6.151.9` to `6.155.3` in `Tools/requirements-…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-01T10:14:23Z",
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          "oid": "112c69a0514902af2d2f7d0503de6690ca59a10f",
          "body": "…mat` (#152161)\n\nCo-authored-by: Stan Ulbrych <stan@python.org>",
          "is_bot": false,
          "headline": "gh-152157: Reject empty fractions in `_datetime.{date}time.fromisofor…",
          "author_name": "tonghuaroot (童话)",
          "author_login": "tonghuaroot",
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          "oid": "711e81181e1a2e2f74ad75acdb8e184ea44e1fb9",
          "body": "A narrow build stores one byte per cell, so skip the multi-byte cases there,\nas already done for test_textbox_edit_wide.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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          "headline": "gh-133031: Fix test_textbox_unicode on a narrow build (GH-152750)",
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          "author_login": "serhiy-storchaka",
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          "body": "…1952)\n\nFix tests in test_compileall, test_import, test_importlib, test_py_compile, and test_inspect to neutralize PYTHONPYCACHEPREFIX",
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          "headline": "gh-151626: Fix tests that fail when PYTHONPYCACHEPREFIX is set (GH-15…",
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          "body": "…152729)\n\nIDLE - move 3 toplevel fix_xyz functions to idlelb.util\n\nMove idlelib functions run.fix_scaling, editor.fixwordbreaks\n(as fix_word_breaks).  All are used in at least 3 modules.",
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          "headline": "gh-152728: IDLE - move 3 toplevel fix_xyz functions to idlelb.util (#…",
          "author_name": "Terry Jan Reedy",
          "author_login": "terryjreedy",
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          "body": "Add a pythoninfo-build command to Platforms/Android to display build\ninfo of the build Python. The command runs \"make pythoninfo\".\n\nci and build commands now also run pythoninfo-build",
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          "body": "Add a pythoninfo-build command to Platforms/Apple to display build\ninfo of the build Python. The command runs \"make pythoninfo\".\n\nThe \"ci\" and \"build\" commands now also run \"pythoninfo-build\".",
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          "headline": "gh-152715: Add pythoninfo-build command to Platforms/Apple (#152716)",
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          "headline": "gh-152433: Windows: use GetFileSizeEx instead of GetFileSize for memo…",
          "author_name": "thexai",
          "author_login": "thexai",
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          "body": "….copyfile` (#142693)\n\nCo-authored-by: blurb-it[bot] <43283697+blurb-it[bot]@users.noreply.github.com>\nCo-authored-by: Senthil Kumaran <senthil@python.org>",
          "is_bot": false,
          "headline": "GH-81881: Raise `SpecialFileError` for sockets and devices in `shutil…",
          "author_name": "Savannah Ostrowski",
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          "body": "…y (GH-152705)\n\nThe mouse interface (getmouse(), has_mouse(), the BUTTON* constants,\nwindow.mouse_trafo(), ...) and the window is_*() state-query methods were gated\non ncurses-specific macros, so they were dropped on other curses implementations\nthat provide them, such as NetBSD curses and PDCurses.\n[…]\nsignature, since PDCurses declares\nan incompatible getmouse(void) unless built for the ncurses mouse API, which\nPDC_NCMOUSE now always selects.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "gh-152502: Detect the curses mouse interface and is_* methods portabl…",
          "author_name": "Serhiy Storchaka",
          "author_login": "serhiy-storchaka",
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          "headline": "gh-145857: Replace `DELETE_GLOBAL` with `PUSH_NULL; STORE_GLOBAL` (GH…",
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          "author_login": "brijkapadia",
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          "headline": "gh-145854: Replace `DELETE_NAME` with `PUSH_NULL; STORE_NAME` (GH-146…",
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          "oid": "f1c536372199cfb9c2e7b360b7bf04208c9eee82",
          "body": "On Apple, log the hardware model as \"system.hardware\".\n\n* Log the \"CI\", \"IMAGE_OS_VERSION\" and \"container\"\n  environment variables.\n* Add run_command() and first_line() functions.",
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          "headline": "gh-152680: Detect container/VM in test.pythoninfo (#152668)",
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          "author_login": "vstinner",
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          "body": "…bound_or_default` (#152684)\n\nIn `symtable_visit_type_param_bound_or_default()`, when a reserved name\n(e.g. `__classdict__`) is used as a type parameter, `PyUnicode_FromFormat()`\nis called to build the SyntaxError message. If the allocation fails and\nreturns NULL, the subsequent `PyErr_SetObject()` \n[…]\nult.\n\nFix by returning 0 immediately when `PyUnicode_FromFormat()` returns NULL.\nThis propagates the MemoryError set by `PyUnicode_FromFormat()`.\n\nThe bug was introduced in gh-128632 (commit 891c61c).",
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          "headline": "gh-152682: Fix NULL dereference on OOM in `symtable_visit_type_param_…",
          "author_name": "Petr Vaganov",
          "author_login": "petrvaganoff",
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          "body": "On Windows the inactivity time can overflow to a negative value\n(Tk ticket 3cb7c4ac72d4).\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "gh-151881: Skip tk_inactive negativity check on Windows (GH-152683)",
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          "author_login": "serhiy-storchaka",
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          "headline": "gh-152546: Refactor `mappingproxy.__new__` to use `PyDictProxy_New` (…",
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          "oid": "ecdef1773006529b0fea6639d0effeecbb41679c",
          "body": "…er `Py_STACKREF_DEBUG` (#152478)",
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          "headline": "gh-151126: Fix a possible crash during the startup with no memory und…",
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          "author_login": "sobolevn",
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          "oid": "b383aa6e1a8ea53fdeed88c71fbc34d8b2d1fde9",
          "body": "…rpchannels.create()` (#152642)\n\nPreviously, an allocation failure when creating\nthe lock for a channel in `_interpchannels` would trigger an assert.\nCaused by `handle_channel_error` being passed an error code of -1\nwhich is only allowed if an exception has been set.\n(in this case, no exception was set)\n\n`channelsmod_create` now forwards the error code from `channel_create`\nwhich `handle_channel_error` already handled.\n\nCo-authored-by: sobolevn <mail@sobolevn.me>",
          "is_bot": false,
          "headline": "gh-152635: Raise MemoryError when the lock allocation fails in `_inte…",
          "author_name": "Steve Stagg",
          "author_login": "stestagg",
          "committed_at": "2026-06-30T10:57:28Z",
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        {
          "oid": "03efeef226b774f937056e95e0cdb8f7d37c6532",
          "body": "… installed builds (GH-152653)",
          "is_bot": false,
          "headline": "gh-151029: Fix `test_remote_exec_deleted_static_executable` on static…",
          "author_name": "Stan Ulbrych",
          "author_login": "StanFromIreland",
          "committed_at": "2026-06-30T10:40:16Z",
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        {
          "oid": "40795f20ff4ef2054a7f79be537a5ba06759c15f",
          "body": "Co-authored-by: Victor Stinner <vstinner@python.org>",
          "is_bot": false,
          "headline": "gh-121249: Deprecate using F/D type codes in the struct module (#152309)",
          "author_name": "Sergey B Kirpichev",
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                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "3 forks",
                "points": 2.5,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "4 watchers",
                "points": 2.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "critical",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 19,
            "inputs": {
              "has_readme": false,
              "has_license": false,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file present, not a recognized license",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "license_custom",
                    "params": {}
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 58,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "excellent",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "bus_factor": 11,
              "contributors_sampled": 100,
              "top_contributor_share": 0.103
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "11 contributor(s) cover half of all commits",
                "points": 54,
                "status": "met",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 10% of commits",
                "points": 20.2,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 10
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 49 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 3,
            "inputs": {
              "merged_prs": 1,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 23
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1/24 decided PRs merged",
                "points": 1.6,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 1,
                      "decided": 24
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 64,
            "inputs": {
              "followers": 559,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "serhiy-storchaka",
              "public_repos": 21,
              "account_age_days": 4903
            },
            "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": "559 followers of serhiy-storchaka",
                "points": 19.8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 559,
                      "login": "serhiy-storchaka"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "21 public repos, account ~13 yr old",
                "points": 21.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 21
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 13
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 76,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "23 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 23
                    }
                  }
                ],
                "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": ".ruff.toml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".ruff.toml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "at_risk",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": "https://www.python.org/",
              "has_readme": false,
              "has_docs_dir": true,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://www.python.org/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 74,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 67,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 6.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 49 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "details": [],
                "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": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "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 8",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "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": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "4 existing vulnerabilities detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 110 resolved dependencies against OSV; 83 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 110
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 83
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 2,
              "affected_packages": 2,
              "assessed_packages": 110,
              "unassessed_packages": 83,
              "affected_by_severity": "moderate 2",
              "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": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "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": 110,
              "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": 9
            },
            "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",
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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.

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