Shopify / ci-queue

Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.

Cada punto abarca 8 días.

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 1 paquetes directos y 72 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 53 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 2 tienen avisos conocidos, de los cuales 0 son directas. 20 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido, o fuera de la lista de paquetes informada.

Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.

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      "languages": {
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        "Ruby": 453592,
        "Shell": 131,
        "Python": 36722,
        "Makefile": 1134
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      "pushed_at": "2026-07-30T02:17:27Z",
      "created_at": "2016-11-15T09:33:27Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-30T02:09:46Z",
      "description": "Distribute tests over many workers using a queue",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
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      "license_spdx_raw": "MIT",
      "primary_language": "Ruby",
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    "owner": {
      "blog": "https://shopify.engineering/",
      "name": "Shopify",
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    "activity": {
      "releases": [
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          "kind": "minor",
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          "oid": "a6b6bb0a45a6868d220538be759022b8d4231f3d",
          "body": "Bump ci-queue to v0.97.0",
          "is_bot": false,
          "headline": "Merge pull request #419 from Shopify/ba-bump-version",
          "author_name": "Aiden Storey",
          "author_login": "bitwise-aiden",
          "committed_at": "2026-07-30T02:09:41Z",
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          "is_bot": false,
          "headline": "Bump ci-queue to v0.97.0",
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          "oid": "c47d7f8b746da2e110217f52a712cd8750869054",
          "body": "…breaker\n\nAdd consecutive requeue circuit breaker",
          "is_bot": false,
          "headline": "Merge pull request #417 from Shopify/add-consecutive-requeue-circuit-…",
          "author_name": "Aiden Storey",
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          "headline": "Add consecutive requeue circuit breaker",
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          "oid": "92640892ddb112bcb9100ddc27fdf77a2aa38ca1",
          "body": "Drop EOL Pythons (3.7–3.9) from CI, add 3.12–3.14",
          "is_bot": false,
          "headline": "Merge pull request #418 from Shopify/update-python-ci-matrix",
          "author_name": "Aiden Storey",
          "author_login": "bitwise-aiden",
          "committed_at": "2026-07-30T00:54:56Z",
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        },
        {
          "oid": "842c6d812930a71db85cf1eab3840ae8ad669aa2",
          "body": "distutils was removed from the stdlib in Python 3.12, so importing it\nbroke test collection on the new 3.12-3.14 CI jobs. Inline the tiny\nstrtobool helper with identical semantics.\n\nAssisted-By: devx/bbf3c269-bbaa-4af2-81fc-4b93ae41af0a",
          "is_bot": false,
          "headline": "Replace distutils.util.strtobool with local helper",
          "author_name": "Aiden Storey",
          "author_login": "bitwise-aiden",
          "committed_at": "2026-07-29T17:35:58Z",
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        {
          "oid": "804e0d1672e4d32848bb946825ece278264fe473",
          "body": "virtualenv 21.5.0 (2026-06-13) dropped support for creating Python 3.8\nenvironments, which broke the python-tests (3.8) CI job for every PR:\ntox now fails with 'could not find python interpreter with spec(s): py38'\neven though the interpreter is installed.\n\nRather than pinning an old virtualenv, dro\n[…]\nto the CI matrix and envlist\n- Only install python3.X-distutils for < 3.12 (removed from the stdlib)\n- Declare python_requires>=3.10 in setup.py\n\nAssisted-By: devx/bbf3c269-bbaa-4af2-81fc-4b93ae41af0a",
          "is_bot": false,
          "headline": "Drop EOL Pythons (3.7-3.9) from CI, add 3.12-3.14",
          "author_name": "Aiden Storey",
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          "committed_at": "2026-07-29T17:33:26Z",
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        {
          "oid": "4666cee396da4b421e1fb4f9154e35e35808e6c5",
          "body": "Bump Gemfile.lock to ci-queue v0.96.0",
          "is_bot": false,
          "headline": "Merge pull request #413 from Shopify/bump-ci-queue-lockfile-v0.96.0",
          "author_name": "MoumenKhadr",
          "author_login": "MoumenKhadr",
          "committed_at": "2026-05-21T12:58:22Z",
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        },
        {
          "oid": "c244611dee704c74a643bc7b68d1e7ae131d9b63",
          "body": null,
          "is_bot": false,
          "headline": "Bump ci-queue Gemfile.lock to v0.96.0",
          "author_name": "Moumen Khadr",
          "author_login": "MoumenKhadr",
          "committed_at": "2026-05-21T12:35:42Z",
          "body_truncated": false,
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        },
        {
          "oid": "4522381ead085380058ba2fa359ec75581b53530",
          "body": "Ships the atomic JUnit XML write from #411 to RubyGems.\n\nThe fix prevents truncated `junit.xml` files (which caused `REXML::ParseException: Missing end tag` spam in downstream consumers — tracked in shop/issues#1546) by writing to a tempfile in the same directory and `File.rename`-ing on success.",
          "is_bot": false,
          "headline": "Bump ci-queue to v0.96.0 (#412)",
          "author_name": "MoumenKhadr",
          "author_login": "MoumenKhadr",
          "committed_at": "2026-05-21T12:18:46Z",
          "body_truncated": false,
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        {
          "oid": "9d1b7559e6f2249a37b0163372c91a5be71305f3",
          "body": null,
          "is_bot": false,
          "headline": "Bump ci-queue to v0.96.0",
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          "author_login": "MoumenKhadr",
          "committed_at": "2026-05-21T12:06:55Z",
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        },
        {
          "oid": "a8fd96d1d614b7be0eb76b7d061ab6e109c509e0",
          "body": "### TL;DR\n\nJUnit report files are now written atomically using a temporary file and rename.\n\n### What changed?\n\nThe `JUnitReporter#report` method now writes the XML output to a temporary file in the same directory as the target report path, then atomically renames it to the final destination. If an \n[…]\nport path. By writing to a temp file first and renaming only on success, the final report file is either fully written or absent — preventing downstream consumers from reading incomplete JUnit output.",
          "is_bot": false,
          "headline": "fix incomplete file (#411)",
          "author_name": "MoumenKhadr",
          "author_login": "MoumenKhadr",
          "committed_at": "2026-05-21T10:32:38Z",
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        {
          "oid": "ff3db5c78ff95d0ba92f4cfcbf8156ab00260176",
          "body": null,
          "is_bot": false,
          "headline": "fix incomplete file",
          "author_name": "Moumen Khadr",
          "author_login": "MoumenKhadr",
          "committed_at": "2026-05-21T10:18:21Z",
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        },
        {
          "oid": "4e075954a16a17750c696b9365b5ae0a065a9c6b",
          "body": "Add normalize_test_id/test_id_normalizer= to configuration",
          "is_bot": false,
          "headline": "Merge pull request #402 from Shopify/ba-add-test-id-normalizer",
          "author_name": "Aiden Storey",
          "author_login": "bitwise-aiden",
          "committed_at": "2026-05-06T01:56:09Z",
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        {
          "oid": "6814b79c8f279b941e1ae0f98a15489ea23f72ac",
          "body": "Bump ci-queue to v0.95.0",
          "is_bot": false,
          "headline": "Merge pull request #410 from Shopify/bump-ci-queue-v0.95.0",
          "author_name": "Karim El-Husseiny",
          "author_login": "kelhusseiny",
          "committed_at": "2026-05-05T20:51:08Z",
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          "oid": "47842ee5a5fb06f69383f1ff33c0521d51f08f9f",
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          "is_bot": false,
          "headline": "Bump ci-queue to v0.95.0",
          "author_name": "Karim El-Husseiny",
          "author_login": "kelhusseiny",
          "committed_at": "2026-05-05T20:33:45Z",
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        },
        {
          "oid": "5fb5fdeaca65f7f7ec267431b778e98861029a81",
          "body": "fix: do not exit non-zero on inconclusive bisect",
          "is_bot": false,
          "headline": "Merge pull request #409 from Shopify/fix-bisect-inconclusive-exit-code",
          "author_name": "Karim El-Husseiny",
          "author_login": "kelhusseiny",
          "committed_at": "2026-05-05T20:27:55Z",
          "body_truncated": false,
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        },
        {
          "oid": "40f48c9e4c1d08619ff4148f9807599abb0bea66",
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          "is_bot": false,
          "headline": "Bump ci-queue to v0.95.0",
          "author_name": "Aiden Storey",
          "author_login": "bitwise-aiden",
          "committed_at": "2026-05-05T16:04:41Z",
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        },
        {
          "oid": "37c65903f5d8aec294f78ac00a6692e556468790",
          "body": null,
          "is_bot": false,
          "headline": "Add test id normalizer to configuration",
          "author_name": "Aiden Storey",
          "author_login": "bitwise-aiden",
          "committed_at": "2026-05-05T16:03:24Z",
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        {
          "oid": "07074a20d04058a69536e08fc2488c01c7423d82",
          "body": "Bump ci-queue to v0.94.0\n\nincluded in this release is minitest 6 compatibility",
          "is_bot": false,
          "headline": "Merge pull request #408 from Shopify/bump-ci-queue-v0.94.0",
          "author_name": "Chester Twomey",
          "author_login": "catwomey",
          "committed_at": "2026-05-05T15:34:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7a10c5074d32c5fffc9fbe49761795b09da0068",
          "body": "Bisect currently exits 1 in two cases that represent successful\ndiagnostic runs rather than failures:\n\n  1. \"The bisection was inconclusive, there might not be any leaky\n     test here.\" - the bisect ran, narrowed candidates, and the\n     failure did not reproduce on the final narrowed order. This i\n[…]\nsolation, or nothing to bisect)\n  exit 1 - bisect could not run (FAILING_TEST not present in the\n           queue, missing arguments, etc.)\n\nTests are updated to assert the contract for each scenario.",
          "is_bot": false,
          "headline": "fix: do not exit non-zero on inconclusive bisect",
          "author_name": "Karim El-Husseiny",
          "author_login": "kelhusseiny",
          "committed_at": "2026-05-05T01:32:46Z",
          "body_truncated": true,
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        },
        {
          "oid": "15fe665ec0d6ca1c686e8a8bda9fec581f98d0e2",
          "body": null,
          "is_bot": false,
          "headline": "Bump ci-queue to v0.94.0",
          "author_name": "Chester Twomey",
          "author_login": "catwomey",
          "committed_at": "2026-05-01T15:38:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96b7daa0239a22ff6cb4bfd798cfa6ed4babb10d",
          "body": "add compatibility for minitest 6",
          "is_bot": false,
          "headline": "Merge pull request #407 from Shopify/ct/minitest-6-compatibility",
          "author_name": "Chester Twomey",
          "author_login": "catwomey",
          "committed_at": "2026-05-01T15:26:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb167a2776b8df2f8742c3472b40fba3006cd4ed",
          "body": null,
          "is_bot": false,
          "headline": "add compatibility for minitest 6",
          "author_name": "Chester Twomey",
          "author_login": "catwomey",
          "committed_at": "2026-05-01T12:01:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22b27819f0f5c565f28dbd3de782d72c00cb9798",
          "body": "Bump ci-queue to v0.93.0",
          "is_bot": false,
          "headline": "Merge pull request #404 from Shopify/bump-ci-queue-v0.93.0",
          "author_name": "Annie Caron",
          "author_login": "acaron",
          "committed_at": "2026-04-30T14:18:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b5d003119c270ebff1a3313b07679d660e4cd93",
          "body": null,
          "is_bot": false,
          "headline": "Bump ci-queue to v0.93.0",
          "author_name": "Annie Caron",
          "author_login": "acaron",
          "committed_at": "2026-04-30T14:10:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c01d7848b1e146dc343892ec23c5d58ab97ca032",
          "body": "…tter\n\nScrub invalid UTF-8 in FailureFormatter#to_s",
          "is_bot": false,
          "headline": "Merge pull request #403 from Shopify/scrub-invalid-utf8-failure-forma…",
          "author_name": "Annie Caron",
          "author_login": "acaron",
          "committed_at": "2026-04-30T13:28:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac5368636d421b7b1a88cb659c9339cfdced75c3",
          "body": "`String#encode!(Encoding::UTF_8, invalid: :replace, ...)` is a no-op when\nthe source encoding is already UTF-8. When `body` interpolation produces\na UTF-8-tagged string with invalid byte sequences (e.g. binary protobuf\nbodies surfaced through WebMock failure messages), the existing fix lets\nthose by\n[…]\noding::UTF_8) + scrub!` which handles both\nthe original ASCII-8BIT-source case and the new UTF-8-tagged-with-invalid-\nbytes case. Adds a regression test for the second case alongside the\nexisting one.",
          "is_bot": false,
          "headline": "Scrub invalid UTF-8 in FailureFormatter#to_s",
          "author_name": "Annie Caron",
          "author_login": "acaron",
          "committed_at": "2026-04-29T23:12:47Z",
          "body_truncated": true,
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        },
        {
          "oid": "9fec5534b84513362974f54ac7403db9800a466b",
          "body": "…ion (#398)\n\n* Cache tick! command marker to avoid per-heartbeat Symbol#to_s allocation\n\nThe HeartbeatProcess#tick! call path passes :tick! as a Symbol into\nsend_message, which calls message.to_json and allocates a fresh 'tick!'\nString from Symbol#to_s on every heartbeat. This fires once per running\n[…]\nepts a single argument, but\nHeartbeatProcess#send_message relies on the multi-argument IO#write\nsignature. Swap the tests to a tiny FakePipe that mirrors that API so\nthey pass on every supported Ruby.",
          "is_bot": false,
          "headline": "Cache tick! command marker to avoid per-heartbeat Symbol#to_s allocat…",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-20T04:18:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "470b2b0224a8270aff924e674136e9ef0c03f401",
          "body": null,
          "is_bot": false,
          "headline": "Bump ci-queue to v0.91.0",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-17T19:40:16Z",
          "body_truncated": false,
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        },
        {
          "oid": "5a4ee5b274b4cbefd1e3c8d0136299fa478a86d8",
          "body": "…ost-test reclamation\n\nA stuck test would heartbeat forever (since PR #384 removed the countdown),\npreventing other workers from reclaiming it via reserve_lost.\n\nAdd --heartbeat-max-test-duration N (defaults to timeout*10) so the heartbeat\nthread stops ticking after N seconds per test. Once ticking \n[…]\nured from when the test actually started, not from when the\nheartbeat thread woke up (which could be up to 1 second late due to the\n@cond.wait(1) timeout causing a skewed stale threshold).\n\nFixes #395",
          "is_bot": false,
          "headline": "Add heartbeat_max_test_duration to cap per-test heartbeat and allow l…",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-17T19:40:16Z",
          "body_truncated": true,
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        },
        {
          "oid": "3dc8157df11f95f2eed2828cac570e03c71fda12",
          "body": null,
          "is_bot": false,
          "headline": "Bump ci-queue to v0.90.0",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T18:11:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "321202f26a76492003066d76edabc1eef90ca75b",
          "body": "…ailures\n\nWhen workers die before flushing per-test stats, error-reports has the\nauthoritative failure data but the aggregated stats show 0. This caused\nthe summary line to say \"0 failures, 0 errors\" in green while simultaneously\nprinting a FAILED TESTS SUMMARY below it.\n\nAlso moves FakeEntry/fake_entry test helper to a shared support file so it's\navailable across all test files without cross-file dependencies.",
          "is_bot": false,
          "headline": "Fix aggregate stats line to never show green when error-reports has f…",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T18:11:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0c714820104f3caa10dd6b2f350e13970861ae6",
          "body": null,
          "is_bot": false,
          "headline": "Add integration test for report waiting on retry workers",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T18:11:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "f438acb61992aaa98a68393e4e0f79ec05e23162",
          "body": "Covers the case where wait_for_workers must stay open on a retry run\nuntil retry workers clear error-reports. Also verifies the secondary\nwait is skipped when BUILDKITE_RETRY_COUNT is not set.",
          "is_bot": false,
          "headline": "Add supervisor test for retry wait behavior",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T18:11:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9539767faea47ac0d9df6cf3500de0bd625ea435",
          "body": "When Buildkite retries a job, the main queue is already exhausted from\nthe original run. A retry worker may find unresolved failures via the\nerror-reports fallback and start re-running them via the Retry queue.\nBut those tests are not in the Redis running set, so active_workers?\nreturns false and th\n[…]\ner the main loop exits due to exhausted?, if this is a retry\nrun (BUILDKITE_RETRY_COUNT > 0) and error-reports are still non-empty,\nwait up to inactive_workers_timeout for retry workers to clear them.",
          "is_bot": false,
          "headline": "Fix wait_for_workers to allow retry workers to finish before reporting",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
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          "body": null,
          "is_bot": false,
          "headline": "Bump ci-queue to v0.89.0",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T02:07:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "ae246c7cd54cfcdb691db36a8eceec515494030e",
          "body": "When Buildkite rebuilds a job (new BUILDKITE_BUILD_ID), workers start\nwith an empty per-worker log in the new Redis namespace. Previously,\nretry_queue would find no matching failures and fall through to \"The\nretry queue does not contain any failure\" — leaving error-reports\npopulated and the summary \n[…]\n_path is nil/empty\n  and canonicalizes paths via File.expand_path\n- SingleExample#queue_entry resolves file_path via source_location\n- RSpec SingleExample and BuildStatusRecorder use example.file_path",
          "is_bot": false,
          "headline": "Fix retry queue to re-run failed tests on Buildkite rebuild",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T02:07:14Z",
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        },
        {
          "oid": "b2dd54a327102274b31e3dfbad8516ac1dbda2ef",
          "body": null,
          "is_bot": false,
          "headline": "Bump to v0.88.0",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T01:56:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8aaa7c5bb09a39f1afffdf4a5787f7875075acfe",
          "body": "When the monitor subprocess exits unexpectedly (e.g. due to a transient\nnetwork/Redis error), @pipe.write raises IOError or Errno::EPIPE. With\nabort_on_exception=true on the heartbeat thread, this killed the entire\nworker mid-run, causing tests to be skipped.\n\nHeartbeatProcess#tick! now catches thes\n[…]\nessful tick so transient errors don't exhaust the budget permanently.\n\nAlso adds mocha as a dev dependency and a dedicated test file covering\nretry, restart, max-attempts, and counter-reset behaviour.",
          "is_bot": false,
          "headline": "Restart HeartbeatProcess on transient pipe errors",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T01:56:44Z",
          "body_truncated": true,
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        },
        {
          "oid": "0abb69001fa09ccf365083e3f496f64a41baceb3",
          "body": null,
          "is_bot": false,
          "headline": "Bump to v0.87.0",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-07T18:25:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c288ad3faeb06f7081b25dd0b5a8863e0a3441f4",
          "body": null,
          "is_bot": false,
          "headline": "Ensure summary step will retry failed tests",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-07T18:25:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "638c144bccff677e9625a0bd5995b71487144fd9",
          "body": "Fix broken tests",
          "is_bot": false,
          "headline": "Merge pull request #389 from Shopify/thad-fix_broken_tests",
          "author_name": "Thad Craft",
          "author_login": "thadcraft-shopify",
          "committed_at": "2026-04-07T17:55:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "5ce17ed37bb7cf75fdd341da1bb5f1216a9c5495",
          "body": null,
          "is_bot": false,
          "headline": "Fix broken tests",
          "author_name": "Thad Craft",
          "author_login": "thadcraft-shopify",
          "committed_at": "2026-04-07T17:48:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f0302f25d92ad588ac0af35feaf0931d14aa915",
          "body": "…status\n\nExit 0 when queue is exhausted after lazy-load boot",
          "is_bot": false,
          "headline": "Merge pull request #386 from Shopify/ianks/fix-lazy-load-0-test-exit-…",
          "author_name": "Thad Craft",
          "author_login": "thadcraft-shopify",
          "committed_at": "2026-04-07T15:32:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6d0c6bc1f82009357b3b3dd578fe8d5cfb7ad68",
          "body": "Fix resolve_entry returning raw String for non-leader workers",
          "is_bot": false,
          "headline": "Merge pull request #380 from Shopify/ianks/fix-resolve-entry-raw-string",
          "author_name": "Thad Craft",
          "author_login": "thadcraft-shopify",
          "committed_at": "2026-04-07T15:32:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62d5f283adb94830b3287ab6b5173c9720d380de",
          "body": "In lazy-load mode, the queue.exhausted? check runs before the app\nboots. Slow workers can finish booting after the queue has been fully\ndrained by faster workers -- at that point Minitest.run [] finds nothing\nto run and returns false, causing the worker to exit 1.\n\nAdd a second exhausted? check imme\n[…]\n.run []. If the\nqueue is already drained at that point, print the existing \"All tests\nwere ran already\" message and exit 0 instead of propagating a false\nfailure to Buildkite.\n\nBump version to 0.86.0.",
          "is_bot": false,
          "headline": "Exit 0 when queue is exhausted after lazy-load boot",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-02T03:26:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3e0df3f4343e9aa48057bd7a9d735f89f43963eb",
          "body": null,
          "is_bot": false,
          "headline": "Update Gemfile.lock for 0.85.0",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-31T18:33:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7fc7356a3f10aa99817d2e96f36f5416c8d21bce",
          "body": "Bump version to 0.85.0",
          "is_bot": false,
          "headline": "Merge pull request #385 from Shopify/dahrnsbrak/bump-0.85.0",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-31T17:14:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c48e8c14c7ce384a9e75c9874c40031c54763050",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.85.0",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-31T15:40:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b4073c5a76c1889f407ddc8cc544a790dbb258c",
          "body": "…solved-lazy-loading\n\nFix retry queue in preresolved lazy loading mode",
          "is_bot": false,
          "headline": "Merge pull request #377 from Shopify/dahrnsbrak/fix-retry-queue-prere…",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-31T14:39:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57a69d29709701992628041a7b6b4bbc95ff1a8b",
          "body": null,
          "is_bot": false,
          "headline": "Fix retry queue in preresolved lazy loading mode",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-31T14:33:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd9e0f6149e6d19d7108afd54836d1a471e0b4cb",
          "body": "…at state",
          "is_bot": false,
          "headline": "Address review: fix lease leak in requeue, remove dead :reset heartbe…",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-30T19:32:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b5208c605ef966d044a5fa8b0f9a909551cf9757",
          "body": "The test_lost_test_with_heartbeat_monitor test was using --heartbeat 1,\nmeaning a test would be considered 'lost' after just 1 second without a\nheartbeat tick. Since the heartbeat thread ticks at most every ~1 second,\nTruffleRuby's slower thread scheduling left essentially zero margin,\ncausing the t\n[…]\nen and a warning to be generated.\n\nIncreasing to --heartbeat 5 gives ample margin for the heartbeat to tick\nwhile still testing the core behavior: heartbeat keeps the test alive so\nit is never stolen.",
          "is_bot": false,
          "headline": "Fix flaky TruffleRuby test: increase heartbeat timeout for lost test",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-30T19:32:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bbc9b28705d8669cece94123681aa3c06e650e71",
          "body": null,
          "is_bot": false,
          "headline": "Fix Python decode error: _reserve returns raw bytes for poll to decode",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-30T19:32:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a4ae6c59265cdb3bc6b1574c64a6cecf9ddfd1c",
          "body": "- Update Python distributed.py to pass leases_key and lease_counter_key\n  to reserve, reserve_lost, acknowledge, and requeue Lua scripts\n- Parse [entry, lease] array return from reserve/reserve_lost\n- Store and pass lease IDs through acknowledge/requeue\n- Update heartbeat integration test: with lease-based heartbeat the entry\n  stays alive for the full test duration, so the test is never stolen\n  and no RESERVED_LOST_TEST warning is generated",
          "is_bot": false,
          "headline": "Fix Python client and integration test for lease-based scripts",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-30T19:32:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39927115bfce21a53ae1039abe9f5e23db0e13d2",
          "body": "The heartbeat poisoning bug: when a stale worker's acknowledge adds an\nentry to the processed set (sadd is unconditional), heartbeat.lua's\nsismember(processed) check causes the current lease holder's heartbeat\nto stop, making the entry go stale and get cleaned up from running\nwhile the holder is sti\n[…]\neue_key ownership or processed set membership.\n\nThe owners hash (entry → worker_queue_key) is preserved for release.lua\nand requeued-by routing, which need to identify entries by worker, not\nby lease.",
          "is_bot": false,
          "headline": "Replace worker-queue-key ownership with lease-based authorization",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-30T19:32:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e85d4c3ab40c274e80a2f082b0fd85435a507a15",
          "body": "The heartbeat thread countdown limited heartbeats to config.timeout\nseconds, causing running ZSET entries to go stale for long tests.\nCombined with acknowledge.lua's unconditional zrem, a stale worker\nwhose test was stolen via reserve_lost could remove the running entry\nwhen acknowledging, making ex\n[…]\neat countdown so heartbeats continue for full test duration\n- Guard acknowledge/requeue zrem on ownership so non-owners can't empty\n  the running set\n- Clean up stale processed entries in reserve_lost",
          "is_bot": false,
          "headline": "Fix supervisor exiting before all workers complete tests",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-30T19:32:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "751a886c3cc6b1ec1f5ea31f2474a68d3b7e2ab2",
          "body": "All queue entries are now consistently JSON. acknowledge/requeue accept\nqueue entries (JSON strings), not plain test IDs or test objects.\nLua scripts use the full entry as Redis hash keys instead of test_id,\neliminating the type ambiguity that caused JSON::ParserError crashes.",
          "is_bot": false,
          "headline": "Enforce queue entry type boundary across acknowledge/requeue API",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-26T15:14:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5372458c0db51fc0b87b931ae40e65c69449788a",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.84.0",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-25T20:22:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af5fe4e445c05b748aded66d5450881b64a42b28",
          "body": "report_failure! was called before the requeue check, so successfully\nrequeued tests incremented the consecutive failure counter. With\nmax_consecutive_failures=N and N+ deterministic failures that are all\nrequeued, the circuit breaker fired prematurely and the worker exited,\nstranding requeued tests \n[…]\nport_failure!/report_success! is only called when a test genuinely\nfails or passes. Requeued tests are invisible to the circuit breaker —\nthey don't increment or reset the consecutive failure counter.",
          "is_bot": false,
          "headline": "Don't count requeued test failures toward circuit breaker",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-25T20:22:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c8d522025b775bfac35acbbab43f3fef9fedcd19",
          "body": null,
          "is_bot": false,
          "headline": "Replace tab-delimited QueueEntry format with JSON serialization",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-25T20:06:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c04081ff02f06a698d048a509fa560ace0aea451",
          "body": "PR #375 introduced a regression where resolve_entry falls through to\nreturning a raw String when neither @index nor entry_resolver is set.\nThis happens for every non-leader worker in eager mode, crashing\ndownstream callers with NoMethodError on queue_entry.\n\nTwo-part fix:\n- Call configure_lazy_queue in the eager mode path so all workers get\n  an entry_resolver fallback\n- Add UnresolvedEntry Struct as defense-in-depth so resolve_entry never\n  returns a bare String",
          "is_bot": false,
          "headline": "Fix resolve_entry returning raw String for non-leader workers",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-25T19:38:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97a3fb3d3c25ac82cba81ed6e185ed1b595fa957",
          "body": "…lity\n\n- Drop EOL Ruby 2.7/3.0 and Python 3.7, add Ruby 3.4/4.0\n- Bump required_ruby_version to >= 3.1\n- Add rexml, benchmark dev dependencies (removed from stdlib in Ruby 4.0)\n- Upgrade json 2.7.1 → 2.19.3 and rake 13.1.0 → 13.3.1 for Ruby 4.0\n- Fix Python Lua script args for reserve/requeue/acknow\n[…]\nhanges\n- Add filter_deprecation_warnings for Ruby 3.4/4.0 stdlib removal warnings\n- Remove broken pip upgrade from before-install\n- Decouple autopep8 from Python test target (lib2to3 removed in 3.12+)",
          "is_bot": false,
          "headline": "Fix CI infrastructure: modernize Ruby/Python matrix and fix compatibi…",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-25T19:36:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "16c798b73cb05664729fd0db54ead0440bb4dd4d",
          "body": "…-streaming\n\nAdds lazy loading + streaming queue population for minitest-queue",
          "is_bot": false,
          "headline": "Merge pull request #375 from Shopify/danielahrnsbrak/lazy-loading-and…",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-10T15:41:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6df78775d2c267de6055dad2f1ec2a101a501349",
          "body": null,
          "is_bot": false,
          "headline": "Add check to prevent same worker from picking up requeued tests",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-07T18:51:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4e3f628dd5a540a6b14e5ce8b0693faabc64256",
          "body": null,
          "is_bot": false,
          "headline": "Bug fixes and cleanup",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-02T20:46:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "481ae1c6695cca2665db5eb2634ff8ceeefb346e",
          "body": null,
          "is_bot": false,
          "headline": "Fix leader reload issue",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-02T13:12:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b6e64e7587d07aab7763cc8b4dbe3e715b45480",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.83.0",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-01T22:57:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f81060fc88c3351c6ff2b09ca3e9caf2e060cf6",
          "body": "…mes for minitest-queue\n\n- Lazy loading: test files are loaded on-demand instead of all upfront, reducing worker memory\n- Streaming population: leader streams test entries to Redis in batches so workers can start immediately\n- Preresolved test names: pre-computed test lists can be streamed directly \n[…]\nng: CI_QUEUE_SKIP_STALE_TESTS skips missing methods gracefully\n- FileLoader, ClassResolver, QueueEntry, LazyEntryResolver, LazyTestDiscovery infrastructure\n- Worker profile reporting for observability",
          "is_bot": false,
          "headline": "Add lazy loading, streaming queue population, and preresolved test na…",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-01T22:54:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e4d29d45f67f04173359a28b5f3fcfa897fc784b",
          "body": "Bump version to 82",
          "is_bot": false,
          "headline": "Merge pull request #376 from Shopify/kangze-jia/bump-version-82",
          "author_name": "kangze-jia",
          "author_login": "kangze-jia",
          "committed_at": "2026-02-27T22:10:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "82db1574b84e46cf1087446c9db31f858401835c",
          "body": null,
          "is_bot": false,
          "headline": "Add releasing instructions to README",
          "author_name": "Kangze Jia",
          "author_login": "kangze-jia",
          "committed_at": "2026-02-27T22:03:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "197b4ef3e4f1ae1c6cb4ad462ab7887b3f73d70d",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.82.0",
          "author_name": "Kangze Jia",
          "author_login": "kangze-jia",
          "committed_at": "2026-02-27T17:21:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f350805435f6ca65152fc4f05495f1fc24ec9c2d",
          "body": "…k-v2\n\nOnly count when the worker acknowledges. Stats are updated only when a worker is the first to acknowledge a test result; duplicate acks do not increment counts.\nRedis as single source of truth. Stats are now stored in Redis (similar to the error-report pattern) so all agents see one consisten\n[…]\nerwriting each other’s values and allows correct aggregation. When a retry succeeds and “replaces” a prior failure, we apply a negative delta for the original worker so the failure count is corrected.",
          "is_bot": false,
          "headline": "Merge pull request #373 from Shopify/cbruckmayer/only-increment-on-ac…",
          "author_name": "kangze-jia",
          "author_login": "kangze-jia",
          "committed_at": "2026-02-26T21:56:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "158f5a424ae8882f661f163dd3db5799ec156abf",
          "body": "…place\n\n- Record stats only when worker acknowledges; duplicate acks do not increment\n- Redis: record_stats_delta (HINCRBY); record_success returns true when ack'd or replaced\n- Stat correction when success replaces failure; real assertion count (test.assertions) in delta\n- Test helper: Requeue before Skip when both set; test_aggregation and integration expectations updated\n- Remove [stats] debug logging from Redis BuildRecord; test_redis_reporter assertions = 8",
          "is_bot": false,
          "headline": "Only increment stats on ack; delta-based stats; stat correction on re…",
          "author_name": "Kangze Jia",
          "author_login": "kangze-jia",
          "committed_at": "2026-02-22T18:59:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "01db1c3ec3d5941f65558301f88186e9d37bb113",
          "body": null,
          "is_bot": false,
          "headline": "Fix appending to warning file",
          "author_name": "Christian Bruckmayer",
          "author_login": "ChrisBr",
          "committed_at": "2026-02-22T18:52:03Z",
          "body_truncated": false,
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                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "weak",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 44,
            "inputs": {
              "releases_count": 1,
              "latest_release_tag": "v0.26.0",
              "releases_from_tags": false,
              "days_since_latest_release": 1232,
              "mean_days_between_releases": null
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "1 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 1232 days ago",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 1232
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "cadence unknown (single release)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence_unknown",
                    "params": {}
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 4,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 4 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 4
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 55,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "good",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "forks": 35,
              "stars": 238,
              "watchers": 373,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "238 stars",
                "points": 38.5,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 238
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "35 forks",
                "points": 12.8,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 35
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "373 watchers",
                "points": 14.3,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 373
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "readme_badge_services": [],
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "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
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "at_risk",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 22,
            "inputs": {
              "packages": [
                "ciqueue",
                "ci-queue"
              ],
              "dependents": null,
              "ecosystems": "pypi, rubygems",
              "total_downloads": 3343895,
              "monthly_downloads": 19
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "19 downloads/month across pypi, rubygems",
                "points": 17.3,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 19,
                      "ecosystems": "pypi, rubygems"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 77,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 48,
              "top_contributor_share": 0.308
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 31% of commits",
                "points": 15.6,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 31
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "48 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 48
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 15 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "merged_prs": 285,
              "open_issues": 17,
              "closed_issues": 35,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": 0.673,
              "closed_unmerged_prs": 68,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "67% of issues closed",
                "points": 28.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 67
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "285/353 decided PRs merged",
                "points": 24.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 285,
                      "decided": 353
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
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                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 11/15 approved changesets -- score normalized to 7",
                "points": 10.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "excellent",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 8364,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "Shopify",
              "public_repos": 1219,
              "account_age_days": 6673
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "8,364 followers of Shopify",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 8364,
                      "login": "Shopify"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "1219 public repos, account ~18 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 1219
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 18
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "ciqueue",
                "ci-queue"
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              "ecosystems": "pypi, rubygems",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on pypi, rubygems",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "pypi, rubygems"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "130 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 130
                    }
                  }
                ],
                "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": "moderate",
        "name": "Engineering Quality",
        "value": 61,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "15 out of 15 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 71,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 64,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 6.4
            },
            "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": "15 out of 15 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "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 11/15 approved changesets -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 15 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": "24 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 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": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "4 existing vulnerabilities detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "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 53 resolved dependencies against OSV; 20 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": 53
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 20
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 4,
              "affected_packages": 2,
              "assessed_packages": 53,
              "unassessed_packages": 20,
              "affected_by_severity": "high 1, low 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": "exceptional",
            "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": 53,
              "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": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 17
            },
            "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": "weak",
        "name": "AI Readiness",
        "value": 46,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 30,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.57,
              "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": "57 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 30.4,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 57,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Gemfile.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "python/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "python/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "python/Makefile"
                    }
                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "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": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Ruby",
              "largest_source_bytes": 70039,
              "source_files_sampled": 136,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Ruby without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Ruby"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/136 source files over 60KB",
                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 136,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "library"
      ],
      "scores": {
        "library": 12
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:rubygems",
          "weight": 6
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T02:27:33.309253Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/Shopify/ci-queue.svg",
  "full_name": "Shopify/ci-queue",
  "license_state": "standard",
  "license_spdx": "MIT"
}