Public record
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 00:29 UTC

tornadoweb / tornado

Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.

PythonApache-2.0★ 22,189 stars⑂ 5,546 forkssince Sep 2009View on GitHub ↗

tornadoweb/tornado holds a health index of 78 out of 100, placing it in the Good band. It scores highest on Engineering Quality (88/100) and lowest on AI Readiness (62/100). It was last updated 13 days ago. A single contributor accounts for most of its recent work.

78
overall / 100
Good

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.

78
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

tornadowebOrganization
101 followers1 public reposince May 2014

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPItornado6.5.7-8343 days ago

Metrics by category

Vitality

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

78Good · 22% of overall
How it's scored
28.8/36Push recency — last push 13 days ago
20.1/36Commit cadence — 29/52 weeks with commits
18/18Commit volume — 144 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year144
human_commit_share0.92
days_since_last_push13
active_weeks_last_year29
How it's scored
16.2/27Ships releases — 64 version tags (no GitHub releases)
36/36Release recency — latest release 43 days ago
19.8/27Release cadence — a release every ~81.3 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count64
latest_release_tagv6.5.7
releases_from_tagsyes
days_since_latest_release43
mean_days_between_releases81.3
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?

86Excellent · 18% of overall
How it's scored
60/60Stars — 22,189 stars
25/25Forks — 5,546 forks
15/15Watchers — 951 watchers
Inputs used
forks5,546
stars22,189
watchers951
growth_stateorganic
growth_factor_pct100
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
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?

63Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
3.8/22.5Commit distribution — top contributor authored 83% of commits
13.5/13.5Contributor breadth — 99 contributors
10/10OpenSSF Scorecard: Contributors — project has 113 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled99
top_contributor_share0.829
How it's scored
42.3/46.8Issue resolution — 90% of issues closed
24.4/38.3PR acceptance — 1,103/1,730 decided PRs merged
4.5/15OpenSSF Scorecard: Code-Review — Found 5/14 approved changesets -- score normalized to 3
Inputs used
merged_prs1,103
open_issues180
closed_issues1,696
issue_closed_ratio0.904
closed_unmerged_prs627
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
14.4/25Owner reach — 101 followers of tornadoweb
14.2/25Track record — 1 public repos, account ~12 yr old
Inputs used
followers101
owner_typeOrganization
is_verified
owner_logintornadoweb
public_repos1
account_age_days4,463
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 43 days ago
20/20Version history — 83 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagestornado
ecosystemspypi
any_deprecatedno
min_days_since_publish43

Engineering Quality

Are baseline engineering and documentation practices in place?

88Excellent · 20% of overall
How it's scored
24/24CI workflows — 2 workflow(s)
24/24Tests present
16/16Linter config — .flake8, tox.ini
0/9.6Pre-commit hooks
0/6.4.editorconfig
16/20OpenSSF Scorecard: CI-Tests — 12 out of 14 merged PRs checked by a CI test -- score normalized to 8
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — http://www.tornadoweb.org/
10/10Repository description
10/10Topics — 2 topics
10/10Wiki
Inputs used
topicspython, asynchronous
has_wikiyes
homepagehttp://www.tornadoweb.org/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

78Good · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2/2.5CI-Tests — 12 out of 14 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
2.2/7.5Code-Review — Found 5/14 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 113 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
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
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate7.3
Excluded from scoring (no data or not applicable): branch_protection, 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
advisories1
affected_packages1
assessed_packages52
unassessed_packages5
affected_by_severityhigh 1
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 52 resolved dependencies against OSV. 5 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.

62Moderate · 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 92 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.848
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — docs/Makefile
22/22Automated tests
11/11Lint / format config — .flake8, tox.ini
11/11Static type checking — tornado/py.typed
10/10Reproducible environment — Dockerfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
8/8Automated maintenance — 8 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileyes
typed_languageno
bootstrap_filesdocs/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configstornado/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0.08
How it's scored
27/45Type-checkable code — Python with type-check config (tornado/py.typed)
53/55Manageable file sizes — 4/111 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes146,933
source_files_sampled111
oversized_source_files4
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — demos
Inputs used
example_dirsdemos
has_mcp_signalno
api_schema_files

Key facts

22,189GitHub stars
99contributors
144commits, last 12 months
13days since last push
64releases
1bus factor
180open issues
PyPIpackage ecosystems

More detail

Star and fork history 22,189 ★ / 5,546 ⇿
22,189Stars
5,546Forks
17Releases

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.

4,0008,00012,00016,00020,00024,00022,1895,546202020-032023-052026-07
Major 0Minor 5Patch 12

Each point covers 6 days.

OpenSSF Scorecard 7.3 / 10
7.3aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-22 00:28 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
8CI-Tests12 out of 14 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 5/14 approved changesets -- score normalized to 3
10Contributorsproject has 113 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
9Vulnerabilities1 existing vulnerabilities detected
All dependencies 57

Full resolved dependency set from the GitHub dependency graph: 0 direct and 57 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIaiopgindirect
PyPIalabaster1.0.0indirect
PyPIbabel2.18.0indirect
PyPIbcryptindirect
PyPIblack26.3.1indirect
PyPIbuild1.4.0indirect
PyPIcachetools7.0.5indirect
PyPIcertifi2026.2.25indirect
PyPIcharset-normalizer3.4.6indirect
PyPIclick8.3.1indirect
PyPIcolorama0.4.6indirect
PyPIdistlib0.4.0indirect
PyPIdocutils0.22.4indirect
PyPIfilelock3.25.2indirect
PyPIflake87.3.0indirect
PyPIidna3.15indirect
PyPIimagesize2.0.0indirect
PyPIjinja23.1.6indirect
PyPIlibrt0.8.1indirect
PyPImarkdownindirect
PyPImarkupsafe3.0.3indirect
PyPImccabe0.7.0indirect
PyPImypy1.19.1indirect
PyPImypy-extensions1.1.0indirect
PyPIpackaging26.0indirect
PyPIpathspec1.0.4indirect
PyPIpip-tools7.5.3indirect
PyPIplatformdirs4.9.4indirect
PyPIpluggy1.6.0indirect
PyPIpsycopg2indirect
PyPIpycodestyle2.14.0indirect
PyPIpyflakes3.4.0indirect
PyPIpygments2.20.0indirect
PyPIpyproject-api1.10.0indirect
PyPIpyproject-hooks1.2.0indirect
PyPIpython-discovery1.2.0indirect
PyPIpytokens0.4.1indirect
PyPIrequests2.33.0indirect
PyPIroman-numerals4.1.0indirect
PyPIsnowballstemmer3.0.1indirect
PyPIsphinx9.0.4indirect
PyPIsphinx-rtd-theme3.1.0indirect
PyPIsphinxcontrib-applehelp2.0.0indirect
PyPIsphinxcontrib-devhelp2.0.0indirect
PyPIsphinxcontrib-htmlhelp2.1.0indirect
PyPIsphinxcontrib-jquery4.1indirect
PyPIsphinxcontrib-jsmath1.0.1indirect
PyPIsphinxcontrib-qthelp2.0.0indirect
PyPIsphinxcontrib-serializinghtml2.0.0indirect
PyPItomli-w1.2.0indirect
PyPItornadoindirect
PyPItox4.50.3indirect
PyPItypes-pycurl7.45.7.20260316indirect
PyPItyping-extensions4.15.0indirect
PyPIurllib32.7.0indirect
PyPIvirtualenv21.2.0indirect
PyPIwheel0.46.3indirect
Dependency advisories 1

This repository publishes no package the index resolves, so its own dependency graph was assessed — 52 packages, which also include development and test pins that never ship: 1 carry known advisories, of which 0 are direct. 5 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
click8.3.1indirecthigh18.3.3

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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          "headline": "Merge pull request #3686 from maxtaran2010/fix-typo-afe-in-ioloop",
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          "headline": "Merge pull request #3678 from bdarnell/claude/tornado-issue-3674-mnyaxn",
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          "body": "url.replace(\"http://\", ...) replaced every occurrence of \"http://\" in\nthe fetched URL, including the one inside the \"url\" query parameter\nthat RedirectHandler uses as the redirect target. That accidentally\nembedded the test credentials in the Location header's URL too, so\nthe \"different origin\" subt\n[…]\nn absolute URL\n(a relative Location correctly preserves them). This isn't a security\nissue since nothing leaks to another origin, so that specific\nassertion is skipped rather than asserted either way.",
          "is_bot": false,
          "headline": "Fix test_strip_headers_on_redirect's URL-embedded-credentials cases",
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          "is_bot": false,
          "headline": "docs: Update CONTRIBUTING.md",
          "author_name": "Ben Darnell",
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          "headline": "Merge pull request #3647 from bdarnell/locks-queues-docs",
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          "headline": "Merge pull request #3621 from SAY-5/fix-zero-timeout",
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          "headline": "Merge pull request #3646 from bdarnell/httpserverrequest-deprecation",
          "author_name": "Ben Darnell",
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          "body": "HTTPServerRequest has some redundant and/or obsolete constructor\narguments. #3542 cleaned this up a bit, but it included a backwards\nincompatible change with no deprecation warning. This change adds\ndeprecation warnings in anticipation of deleting the old arguments\nin Tornado 6.7.\n\nIn Tornado 6.5, a\n[…]\n(previously method and uri would be silently ignored). In Tornado 6.7,\nthe method, uri, and version arguments will be removed, and start_line\nwill be required.\n\nUpdates #3500\nUpdates #3542\nFixes #3637",
          "is_bot": false,
          "headline": "httputil: Deprecate some args to HTTPServerRequest constructor",
          "author_name": "Ben Darnell",
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          "headline": "Merge pull request #3638 from Psychosoc1al/pycurl_types_update",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
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          "is_bot": false,
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          "headline": "Merge pull request #3634 from bdarnell/curlreset",
          "author_name": "Ben Darnell",
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          "body": "We previously did a piecemeal reset of the curl object, but missed some\noptions (and in fact many of these options cannot be unset without\nfully resetting the object). This allowed some options to leak between\nrequests.\n\nNow we use the curl reset method to ensure we catch everything.",
          "is_bot": false,
          "headline": "curl_httpclient: Reset the curl object before putting it on the freelist",
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          "headline": "Merge pull request #3632 from bdarnell/cve-links",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
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          "body": null,
          "is_bot": false,
          "headline": "docs: Use the correct link syntax",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-06-02T20:08:52Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "docs: Add CVE links to 6.5.6 release notes",
          "author_name": "Ben Darnell",
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          "body": "auth: Formally deprecated OpenIDMixin",
          "is_bot": false,
          "headline": "Merge pull request #3629 from bdarnell/deprecate-openid",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
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          "body": null,
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          "headline": "auth: Formally deprecated OpenIDMixin",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
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          "body": "…tornado-branding\n\nFix improve and update the tornado branding",
          "is_bot": false,
          "headline": "Merge pull request #3610 from joegasewicz/fix/Improve-and-update-the-…",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-05-29T19:53:03Z",
          "body_truncated": false,
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          "body": "Release notes and version bump for 6.5.6.",
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          "headline": "Merge pull request #3627 from bdarnell/relnotes-656",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
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          "body": "Forward-port fixes from release 6.5.6 to main branch",
          "is_bot": false,
          "headline": "Merge pull request #3628 from bdarnell/forward-port-656",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
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          "body": "When following a redirect to a different origin (scheme, host, or port),\nauth-related headers (Authorization and Cookie) should be stripped to\navoid exposing them to the new host.",
          "is_bot": false,
          "headline": "simple_httpclient: Strip auth headers on cross-origin redirects",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
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          "body": "The lack of this check permitted a read of up to 3 bytes past the end\nof the string in some cases.",
          "is_bot": false,
          "headline": "speedups: validate mask length",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-05-27T16:09:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "006884b26a77afee4468121beadc65be1ca9dbc9",
          "body": "This ensures we limit the post-decompression size of the body, and not\nonly the compressed size (which is enforced via the Content-Length\nheader at header-processing time).",
          "is_bot": false,
          "headline": "http1connection: Enforce max_body_size in _GzipMessageDelegate",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-05-27T16:08:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b6e21463dfec0082e479b555362da9045b64df78",
          "body": "This previously used substring search, which is incorrect, although\nunlikely to be a vulnerability because there are no free-form text\nfields allowed in this response format.",
          "is_bot": false,
          "headline": "auth: Correctly parse check_authentication response",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
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          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "Release notes and version bump for 6.5.6.",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
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          "body": "…-leak\n\nRun test_multi_process in a fresh subprocess to avoid leaked-thread fork warning",
          "is_bot": false,
          "headline": "Merge pull request #3624 from mokashang/fix/test-multi-process-thread…",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
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          "body": "build(deps): bump idna from 3.11 to 3.15",
          "is_bot": false,
          "headline": "Merge pull request #3625 from tornadoweb/dependabot/pip/idna-3.15",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-05-20T17:34:23Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "776967b7e03ab36a389aed4037759255feabd85a",
          "body": "Bumps [idna](https://github.com/kjd/idna) from 3.11 to 3.15.\n- [Release notes](https://github.com/kjd/idna/releases)\n- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.md)\n- [Commits](https://github.com/kjd/idna/compare/v3.11...v3.15)\n\n---\nupdated-dependencies:\n- dependency-name: idna\n  dependency-version: '3.15'\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump idna from 3.11 to 3.15",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-19T22:54:07Z",
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          "body": "When `python3 -m tornado.test` is run in an environment where some test\nearlier in the suite has left a thread running, the `os.fork()` inside\n`fork_processes()` triggers `DeprecationWarning: This process (pid=...)\nis multi-threaded, use of fork() may lead to deadlocks in the child` on\nPython 3.12+.\n[…]\nfore the test to confirm the new isolation\nholds. The `tearDown` / `get_app` helpers and the `asyncio`, `logging`,\nand HTTP-related top-level imports are no longer needed and are\nremoved.\n\nFixes #3623",
          "is_bot": false,
          "headline": "test/process: run test_multi_process in a clean subprocess",
          "author_name": "mokashang",
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          "body": null,
          "is_bot": false,
          "headline": "fix: treat zero timeout as immediate in queues and locks",
          "author_name": "Sai Asish Y",
          "author_login": "SAY-5",
          "committed_at": "2026-05-13T04:41:12Z",
          "body_truncated": false,
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          "body": "…d-docs\n\ndocs: fix typos in comments and documentation",
          "is_bot": false,
          "headline": "Merge pull request #3620 from mokashang/docs/fix-typos-in-comments-an…",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-05-12T15:07:09Z",
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          "body": "build(deps): bump urllib3 from 2.6.3 to 2.7.0",
          "is_bot": false,
          "headline": "Merge pull request #3619 from tornadoweb/dependabot/pip/urllib3-2.7.0",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-05-12T13:06:05Z",
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        },
        {
          "oid": "e0947836dcd7aca50ad2501c30f5eee7e0c69923",
          "body": "Corrects nine misspellings found in source code comments, docstrings,\nand Sphinx documentation. No runtime behavior is changed.\n\n- docs/guide/intro.rst: implementions -> implementations\n- docs/guide/structure.rst: asynchronus -> asynchronous\n- tornado/auth.py: verfication -> verification\n- tornado/e\n[…]\n> entities\n- tornado/httputil.py: vaildation -> validation\n- tornado/platform/asyncio.py: presense -> presence\n- tornado/test/httputil_test.py: unamed -> unnamed\n- tornado/web.py: presense -> presence",
          "is_bot": false,
          "headline": "docs: fix typos in comments and documentation",
          "author_name": "mokashang",
          "author_login": "mokashang",
          "committed_at": "2026-05-12T06:49:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c6907eeb72efbc7ee9d3138fd2c7777215e41edc",
          "body": "Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.6.3 to 2.7.0.\n- [Release notes](https://github.com/urllib3/urllib3/releases)\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\n- [Commits](https://github.com/urllib3/urllib3/compare/2.6.3...2.7.0)\n\n---\nupdated-dependencies:\n- dependency-name: urllib3\n  dependency-version: 2.7.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump urllib3 from 2.6.3 to 2.7.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T16:19:09Z",
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          "is_coding_agent": false
        },
        {
          "oid": "87508512caabc9e1cdd0f497a97ae673d4f9618e",
          "body": "Replace deprecated pycurl IOCTLFUNCTION callback with SEEKFUNCTION",
          "is_bot": false,
          "headline": "Merge pull request #3617 from takluyver/pycurl-seekfunction",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-05-07T19:07:27Z",
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        },
        {
          "oid": "a7f5d6a1fd3915f12d1c0f79d7570d58e9a93dc4",
          "body": null,
          "is_bot": false,
          "headline": "Remove obsolete curl force_timeout workaround",
          "author_name": "Thomas Kluyver",
          "author_login": "takluyver",
          "committed_at": "2026-05-06T14:27:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5723fc54a765caf6dd601fdbcea1c36cd107158b",
          "body": null,
          "is_bot": false,
          "headline": "Replace deprecated pycurl IOCTLFUNCTION callback with SEEKFUNCTION",
          "author_name": "Thomas Kluyver",
          "author_login": "takluyver",
          "committed_at": "2026-05-06T10:16:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7f58808ebb26446d862078c444778f1dbc38204",
          "body": null,
          "is_bot": false,
          "headline": "Improve and update the tornado branding and readme header #3609",
          "author_name": "joegasewicz",
          "author_login": "joegasewicz",
          "committed_at": "2026-04-15T17:12:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ca3c5f8279d402b245718d16522bc18a8f5d958",
          "body": "build(deps): bump pygments from 2.19.2 to 2.20.0",
          "is_bot": false,
          "headline": "Merge pull request #3604 from tornadoweb/dependabot/pip/pygments-2.20.0",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-31T00:51:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7fa2ea0c61a85774e3991cba95f126850ae2815b",
          "body": "Bumps [pygments](https://github.com/pygments/pygments) from 2.19.2 to 2.20.0.\n- [Release notes](https://github.com/pygments/pygments/releases)\n- [Changelog](https://github.com/pygments/pygments/blob/master/CHANGES)\n- [Commits](https://github.com/pygments/pygments/compare/2.19.2...2.20.0)\n\n---\nupdated-dependencies:\n- dependency-name: pygments\n  dependency-version: 2.20.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump pygments from 2.19.2 to 2.20.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-30T20:28:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "657d5939cccbc1fcedb75c92cd1b427e9fd974b3",
          "body": "build(deps): bump requests from 2.32.5 to 2.33.0",
          "is_bot": false,
          "headline": "Merge pull request #3603 from tornadoweb/dependabot/pip/requests-2.33.0",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-26T17:59:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ba3b1c5c7e17b299ad25c3f25a3bedab1185593f",
          "body": "Bumps [requests](https://github.com/psf/requests) from 2.32.5 to 2.33.0.\n- [Release notes](https://github.com/psf/requests/releases)\n- [Changelog](https://github.com/psf/requests/blob/main/HISTORY.md)\n- [Commits](https://github.com/psf/requests/compare/v2.32.5...v2.33.0)\n\n---\nupdated-dependencies:\n- dependency-name: requests\n  dependency-version: 2.33.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump requests from 2.32.5 to 2.33.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-26T16:36:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24bc5b95613e5a66d6c530d11078c07bfbb869ab",
          "body": "Update all deps in requirements.txt",
          "is_bot": false,
          "headline": "Merge pull request #3602 from bdarnell/master",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-23T17:29:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a7c5d6ac4cafad734e0f353e84575e732158291",
          "body": "Most notably includes a new mypy which required a few small\nchanges.\n\nCloses #3580",
          "is_bot": false,
          "headline": "Update all deps in requirements.txt",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-23T17:13:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd0992259e7ccbc9ca034e39141b5dc0a29623ff",
          "body": "ci: Update versions of github actions",
          "is_bot": false,
          "headline": "Merge pull request #3601 from bdarnell/actions-update",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-23T16:59:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ebbcaa2941f3e3b5d132c3e145fbfeafb918cf8a",
          "body": "These actions are generating deprecation warnings due to an old node.js\nversion, and for some reason github marks this upgrade as a major\nversion change even when there is no behavior change.",
          "is_bot": false,
          "headline": "ci: Update versions of github actions",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-20T15:18:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d326fa4757acd06be39c760c7d233591d8ab98c",
          "body": "ci: Build wheels for more architectures under emulation",
          "is_bot": false,
          "headline": "Merge pull request #3600 from bdarnell/more-archs",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-20T11:40:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e4127c65e6c2b98a2e7ee53ee76db839450aea2",
          "body": "This commit also fixes the macos build to use universal2 wheels,\nwhich was broken with the addition of riscv64 support.\n\nSupport for these architectures is experimental, but we have had\na request for ppc64le in #3449. As long as emulation gives us a turnkey\nsolution, we might as well build for them,\n[…]\n cryptic failure when I tried it so I'm leaving it out for now.)\n\nThis commit reduces the amount of testing we do for emulated\nbuilds because they are otherwise the slowest part of the build\npipeline.",
          "is_bot": false,
          "headline": "ci: Build wheels for more architectures under emulation",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-20T11:30:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "31b3d09dcfc30622d8e9b9a99056a579a6330177",
          "body": "*: Rewrite imports with isort",
          "is_bot": false,
          "headline": "Merge pull request #3599 from bdarnell/isort",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-20T03:11:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3251ead3074e4c546ca8b35d86cbc47666423cd2",
          "body": "Today's type import changes have caused a lot of churn in the import\nstatements and we've never had a consistent style. Run a one-time\ncleanup with isort to tidy things up. I'm not (currently) planning\nto make this a CI-enforced rule.",
          "is_bot": false,
          "headline": "*: Rewrite imports with isort",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-20T03:05:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dff9d8d23aa569ab0f157a33c67c1b989fec78fb",
          "body": "ci: Test under python 3.15 dev builds",
          "is_bot": false,
          "headline": "Merge pull request #3598 from bdarnell/ci-3.15",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-20T02:56:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4bfeef74cb757c839e6d78d27cf766f232b3ac9",
          "body": "Clean up after ThreadedResolver tests to avoid failures related to\ncalling os.fork in a multithreaded process.",
          "is_bot": false,
          "headline": "ci: Test under python 3.15 dev builds",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-20T02:50:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "980a39beef8f517898afbe9e14a52c57c6db624f",
          "body": "ci: add riscv64 manylinux/musllinux wheels",
          "is_bot": false,
          "headline": "Merge pull request #3546 from justeph/justeph/ci-add-riscv64",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-20T01:31:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db2cc005fa22ba33c32e950c9387fd4661b5a1f7",
          "body": "Now that cibuildwheel and PyPI support riscv64, we can start building\nriscv64 wheels for Tornado.\n\nBecause there is no native riscv64 runner available, this PR adds a\nQEMU-based riscv64 job to the cibuildwheel workflow.\n\nDue to emulation, we need to:\n- Increase ASYNC_TEST_TIMEOUT to 30s to accommodate slower runs\n- Increase timeout for test_request_timeout\n- Skip test_unquote_large\n\nSigned-off-by: Julien Stephan <jstephan@baylibre.com>",
          "is_bot": false,
          "headline": "ci: add riscv64 manylinux/musllinux wheels",
          "author_name": "Julien Stephan",
          "author_login": "justeph",
          "committed_at": "2026-03-20T01:16:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c17fd3b009e5f38b239d6c9d2bbc25e6418f0e09",
          "body": "Remove obsolete conditional imports (mostly typing-related)",
          "is_bot": false,
          "headline": "Merge pull request #3597 from bdarnell/unconditional-typing",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-19T23:11:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "565672551c89239d4ddef4e4d6f97315d7d0ae47",
          "body": null,
          "is_bot": false,
          "headline": "gen,test: Remove conditional imports of modules that are now standard",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-19T22:33:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc6c6fc9b23f030eb21ecc18ac4eb88072d1c5b0",
          "body": "Mostly thanks to pyflakes improving compatibility with type\nannotations and overloads.",
          "is_bot": false,
          "headline": "*: Remove obsolete noqa comments",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-19T22:33:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b4e805147af27354ff4f65ed910ce498ae2f1f20",
          "body": "Flake8 now understands type annotations and no longer emits\n\"unused import\" warnings for type imports. Most imports that\nwere previously behind TYPE_CHECKING guards are no longer\nneeded, or can be moved to unguarded imports.",
          "is_bot": false,
          "headline": "*: Remove most typing.TYPE_CHECKING guards and F401 noqa comments",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-19T22:33:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cd270922ce88a2edadac20aefe319e0af686dc5",
          "body": "Use pyupgrade to adopt python 3.9 and 3.10 features",
          "is_bot": false,
          "headline": "Merge pull request #3596 from bdarnell/pyupgrade",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-19T16:14:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a93139b452c92c249316fff2cdbea4ff766dd0ba",
          "body": "Automated change by pyupgrade (\"imports\" plugin)",
          "is_bot": false,
          "headline": "*: Import Callable from collections.abc instead of typing (py310+)",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-19T15:36:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b55dd46749331212db5a7062f4d59122e129f679",
          "body": "Automated change by pyupgrade (typing plugins) followed by manual\nfixes of unused imports",
          "is_bot": false,
          "headline": "*: Update type annotations to use python 3.10 features",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-19T15:34:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88d2ef2da56f0fe772a6e763d3ad8c47bcaead37",
          "body": "Automated change by pyupgrade (\"imports\" plugin)",
          "is_bot": false,
          "headline": "*: Rewrite typing imports to use their new (3.9+) locations",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-19T15:24:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55ea7ca4a7b33880ffa3cc755fc7d9502d097456",
          "body": "Automated change with pyupgrade (restricted to the typing plugins)\nfollowed by manual removal of unused imports.",
          "is_bot": false,
          "headline": "*: Update type annotations to use Python 3.9 features",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-19T14:35:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd0c0546dc83b8f477ae3a2b11a5521bb385e7be",
          "body": null,
          "is_bot": false,
          "headline": "*: Remaining pyupgrade 3.8 fixes",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-19T14:15:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "113cf79a308fe0d86547726bc3d45abb64e433b6",
          "body": "Automated change with pyupgrade (restricted to the typing plugins),\nfollowed by manual removal of unused imports.",
          "is_bot": false,
          "headline": "*: Update type annotations with py3.8 features",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-19T14:11:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "72f0e9d9c29b845da157f4ceef41df223d8372d3",
          "body": "Modernise all type comments",
          "is_bot": false,
          "headline": "Merge pull request #3595 from hauntsaninja/typcom",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-19T13:51:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6453886e45c886d11481963003d6f0c49ade2df4",
          "body": null,
          "is_bot": false,
          "headline": "Modernise all type comments",
          "author_name": "hauntsaninja",
          "author_login": "hauntsaninja",
          "committed_at": "2026-03-19T00:12:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f59bb3772f4c32541b6dfa6284f213aa8ed7fee2",
          "body": "PEP 526 landed in Python 3.5 which is quite dead now",
          "is_bot": false,
          "headline": "Use variable annotations to avoid None defaults (#3575)",
          "author_name": "Shantanu",
          "author_login": "hauntsaninja",
          "committed_at": "2026-03-18T19:36:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2efa7d901dec62319ffb6103c45a2e364de60742",
          "body": "doc: Add CONTRIBUTING.md",
          "is_bot": false,
          "headline": "Merge pull request #3593 from bdarnell/contributing",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-17T19:24:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "63fb08f74cfc022e464f25a2cb566ea570188fc9",
          "body": "Closes #2675\nCloses #2668",
          "is_bot": false,
          "headline": "doc: Add CONTRIBUTING.md",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-17T18:13:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "75091b7489269a4ae5744628b823a01539f49cf5",
          "body": "build(deps): bump black from 25.1.0 to 26.3.1",
          "is_bot": false,
          "headline": "Merge pull request #3592 from bdarnell/update-black",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-16T19:36:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7a600e4af605d726e65e891be609994b7f8cf1d6",
          "body": "web: Fix an incomplete comment that was omitted from 459e1c3d3b",
          "is_bot": false,
          "headline": "Merge pull request #3591 from bdarnell/incomplete-comment",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-16T19:31:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4cde136640d326cf8b6ec0f5a00882e9873d2aea",
          "body": "This fixes a security issue in black. Original dependabot PR\nis #3590, but we had to do it manually to apply the new formatting\nchanges and pass lint.\n\nCloses #3590",
          "is_bot": false,
          "headline": "build(deps): bump black from 25.1.0 to 26.3.1",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-16T19:30:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "17c83add784a45ffb5866a525fa3a94abea0fd1d",
          "body": null,
          "is_bot": false,
          "headline": "web: Fix an incomplete comment that was omitted from 459e1c3d3b",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-16T19:21:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9660edad07b72de0486ebb7def9724f3a37f7ac2",
          "body": "Make tests compatible with curl 8.19.0",
          "is_bot": false,
          "headline": "Merge pull request #3582 from charles2910/fix-tests-with-curl-8-19-0",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-12T18:50:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "de5e9432fb10f7081db089ec1ab75d1a48ab2772",
          "body": "In 8.19.0-rc2, the error logic has been changed so any later errors are\npreserved. This changes what is returned by curl and therefore what tornado\nsees. For HTTPError variant of the test, which uses CurlAsyncHTTPClient, we get\nthe error from pycurl and now it contains \"Failed binding local connection\nend\". This logic handles both the old version of libcurl and also the newer\none.\n\nCo-Authored-By: Samuel Henrique <samueloph@debian.org>",
          "is_bot": false,
          "headline": "Make tests compatible with curl 8.19.0",
          "author_name": "Carlos Henrique Lima Melara",
          "author_login": "charles2910",
          "committed_at": "2026-03-12T01:26:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fbc4b0332d068915e4b2593aea58d82532fac62c",
          "body": "build: Update cibuildwheel to v3.4.0",
          "is_bot": false,
          "headline": "Merge pull request #3589 from bdarnell/update-cibw2",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-11T01:59:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99c7776cdfab84051e0b424327841640f6f65e84",
          "body": "This matches the version used in branch6.5",
          "is_bot": false,
          "headline": "build: Update cibuildwheel to v3.4.0",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-11T01:12:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d5a543b8cb26d4fc92541fa704ed1002ae031d7",
          "body": "Copy release notes from branch6.5 to master",
          "is_bot": false,
          "headline": "Merge pull request #3588 from bdarnell/relnotes-65",
          "author_name": "Ben Darnell",
          "author_login": "bdarnell",
          "committed_at": "2026-03-11T01:05:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c212fe4cb17ec24607674cadaeac3a6b932d20ba",
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            "value": 100,
            "inputs": {
              "packages": [
                "tornado"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 43
            },
            "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 43 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 43
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "83 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 83
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 88,
        "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": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": ".flake8, tox.ini",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8, 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": "12 out of 14 merged PRs checked by a CI test -- score normalized to 8",
                "points": 16,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "python",
                "asynchronous"
              ],
              "has_wiki": true,
              "homepage": "http://www.tornadoweb.org/",
              "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": "http://www.tornadoweb.org/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "2 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": "good",
        "name": "Security",
        "value": 78,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 73,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 7.3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "12 out of 14 merged PRs checked by a CI test -- score normalized to 8",
                "points": 2,
                "status": "partial",
                "details": [],
                "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 5/14 approved changesets -- score normalized to 3",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 113 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 not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 9 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file 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": "1 existing vulnerabilities detected",
                "points": 6.8,
                "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 52 resolved dependencies against OSV; 5 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": 52
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 5
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 1,
              "affected_packages": 1,
              "assessed_packages": 52,
              "unassessed_packages": 5,
              "affected_by_severity": "high 1",
              "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": 52,
              "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": 19
            },
            "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": 62,
        "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": 0.848,
              "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": "78 of 92 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 78,
                      "sampled": 92
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
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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": 0.08
            },
            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/Makefile"
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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": ".flake8, tox.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8, tox.ini"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "tornado/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tornado/py.typed"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "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": "8 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 8,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 146933,
              "source_files_sampled": 111,
              "oversized_source_files": 4
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (tornado/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "tornado/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "4/111 source files over 60KB",
                "points": 53,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 111,
                      "oversized": 4
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "demos"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "demos",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "demos"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-22T00:29:06.383227Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/tornadoweb/tornado.svg",
  "full_name": "tornadoweb/tornado",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

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

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