github / gh-aw-mcpg

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

Повний розв'язаний набір залежностей із графа залежностей GitHub: 13 прямих і 38 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 51 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 2 мають відомі сповіщення, з них 1 прямі.

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

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          "body": "Replace all uses of the verbose interface{} type alias with the\nidiomatic any alias introduced in Go 1.18. The two are identical\nat runtime; this is a readability-only change.\n\nFiles updated:\n- internal/util/util.go: GetStringFromMap, DeepCloneJSON, InterfaceToIntString\n- internal/util/collections.g\n[…]\ninternal/util/collections_test.go: test assertions\n\nAll callers remain compatible because any and interface{} are\ninterchangeable.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": true,
          "headline": "refactor(util): replace interface{} with any in util package",
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        {
          "oid": "9fbd020366be98b2de532b3ad4ec46861f8a0fe8",
          "body": "…n forwardAndReadBody, propagate session ID to tool call spans",
          "is_bot": true,
          "headline": "otel: add IsRecording guard to RecordSpanError, fix SpanFromContext i…",
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        {
          "oid": "e3c411dbc3a8d579101a69673fbf6ad8d06a859a",
          "body": "…t, and projects_write",
          "is_bot": true,
          "headline": "Add apply_tool_labels tests for create/fork_repository, enable_toolse…",
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          "author_login": "Copilot",
          "committed_at": "2026-07-27T13:33:06Z",
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        {
          "oid": "adb868cb2bfaa8b9a44f9489effb8044b656a209",
          "body": null,
          "is_bot": true,
          "headline": "Initial plan",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
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          "headline": "Initial plan",
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        {
          "oid": "09c143b66a2bc08f0199f3762d37e403c83feab4",
          "body": "…s (#10152)",
          "is_bot": false,
          "headline": "Upgrade gh-aw extension to v0.83.3 pre-release and recompile workflow…",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-27T04:30:36Z",
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          "headline": "Fix maintenance workflow gh-aw pins to v0.83.3",
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          "committed_at": "2026-07-27T04:15:23Z",
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          "oid": "f3b0f1b8cd60f0943fd000773ab834704e71b618",
          "body": "…10140)\n\n## File analyzed\n`internal/proxy/handler_difc_test.go`\n\n## Improvements made\n\nAdded two tests that use the recording tracer\n(`newRecordingProxyHandler`) to cover the previously untested\n`difcSpan.IsRecording()` branches in `handleWithDIFC` (`handler.go`):\n\n### `TestHandleWithDIFC_AccessDeni\n[…]\now_id:\ntest-improver, run:\nhttps://github.com/github/gh-aw-mcpg/actions/runs/30226493939 -->\n\n<!-- gh-aw-workflow-id: test-improver -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/test-improver -->",
          "is_bot": false,
          "headline": "[test-improver] Improve tests for proxy handleWithDIFC span events (#…",
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          "author_login": "lpcox",
          "committed_at": "2026-07-27T04:07:49Z",
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        },
        {
          "oid": "fb50e37888df9d2bfb81b7b6224598771045620e",
          "body": "- Upgraded github/gh-aw-actions/setup-cli from v0.83.2 to v0.83.3\n- Upgraded github/gh-aw-actions/setup from v0.83.2 to v0.83.3\n- Upgraded docker/login-action from v4.5.0 to v4.5.1\n- Updated actions-lock.json\n- Recompiled all workflows\n\nCo-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Upgrade gh-aw extension to v0.83.3 pre-release and recompile workflows",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-27T02:48:52Z",
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        },
        {
          "oid": "a049c16219ef5cfe79a33a828804e8e929152241",
          "body": null,
          "is_bot": true,
          "headline": "fix(proxy): fix gofmt formatting in handler_difc_test.go",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
          "committed_at": "2026-07-27T02:43:21Z",
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          "body": "Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Potential fix for pull request finding",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-27T02:37:55Z",
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          "oid": "8a8f0884e8a9551c25f97430c12b0928a4914db8",
          "body": "…d rate limit\n\nAdd two tests to handler_difc_test.go that use the recording tracer\n(newRecordingProxyHandler) to verify the difcSpan.IsRecording() branches:\n\n- TestHandleWithDIFC_AccessDenied_RecordsSpanEvent: verifies that a DIFC\n  coarse-check block emits a 'difc.access_denied' span event with a r\n[…]\nin handleWithDIFC. Coverage for\nhandleWithDIFC improved from 90.0% to 95.0%, and total proxy package\ncoverage from 94.4% to 95.0%.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": true,
          "headline": "test(proxy): add span event recording tests for DIFC access denied an…",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-27T00:17:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7e7f4c561e40dd74b230e999f949fe537dfa4725",
          "body": "## Test Coverage Improvement: logger fallback init helpers\n\n### Functions Analyzed\n\n- **Package**: `internal/logger`\n- **Functions**:\n  - `logFallbackWarnings`\n  - `fallbackLoggerOnInitError`\n  - `silentFallbackLoggerOnInitError`\n  - `strictLoggerOnInitError`\n- **Previous Coverage**: 0% (no direct t\n[…]\ner, run:\nhttps://github.com/github/gh-aw-mcpg/actions/runs/30210904844 -->\n\n<!-- gh-aw-workflow-id: test-coverage-improver -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/test-coverage-improver\n-->",
          "is_bot": false,
          "headline": "[test] Add tests for logger fallback init helper functions (#10122)",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-26T23:27:40Z",
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          "oid": "d79500320423bbc6e3e4e28b47a70bcdb9c81dc2",
          "body": null,
          "is_bot": false,
          "headline": "ci: upgrade GitHub Actions to latest versions (#10127)",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-26T22:57:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e02e9ae061d4840193cceff648064a1c5d4d19f",
          "body": "…_test.go",
          "is_bot": true,
          "headline": "fix: correct indentation on assert.Same line in fallback_init_helpers…",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
          "committed_at": "2026-07-26T21:30:30Z",
          "body_truncated": false,
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        },
        {
          "oid": "7806cbbdaca5323993d8869e70dd877b0f2b1176",
          "body": "- actions/checkout: v5 (93cb6ef) → v7.0.1 (3d3c42e5aac5ba805825da76410c181273ba90b1)\n- actions/setup-go: v6 (4dc6199) → v7.0.0 (b7ad1dad31e06c5925ef5d2fc7ad053ef454303e)\n- actions/upload-artifact: v4 (ea165f8) → v7.0.1 (043fb46d1a93c77aae656e7c1c64a875d1fc6a0a)\n- actions-rust-lang/setup-rust-toolchain: v1.15.3 (a0b538f) → v1.17.0 (166cdcfd11aee3cb47222f9ddb555ce30ddb9659)\n\nCloses #10112",
          "is_bot": true,
          "headline": "ci: upgrade GitHub Actions to latest versions",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
          "committed_at": "2026-07-26T21:19:28Z",
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        {
          "oid": "6540287f6935aaf5f85248b7bf0b5850bcdc4d70",
          "body": null,
          "is_bot": true,
          "headline": "Initial plan",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
          "committed_at": "2026-07-26T21:16:41Z",
          "body_truncated": false,
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        },
        {
          "oid": "653c850ab42d860e1530dabef8585006f4115702",
          "body": "…tics (#10086)\n\nSemantic clustering flagged low-effort cleanup opportunities: thin\npersistence wrappers in logger internals and potential confusion between\ntwo env-expansion paths with different failure semantics. This PR\napplies those targeted refactors without changing behavior.\n\n- **Logger intern\n[…]\nSON(...)` directly after\nremoving `writeToFile()`.\n\n```go\n// Before\nreturn tl.writeToFile()\n\n// After\nreturn tl.writeJSON(tl.data, 0644)\n```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10083",
          "is_bot": false,
          "headline": "Refactor logger persistence wrappers and document env expansion seman…",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-26T21:15:42Z",
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        {
          "oid": "57a9e20b26ed2446632d3d227bbbffd8b6ffb832",
          "body": "Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Potential fix for pull request finding",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-26T21:15:06Z",
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        {
          "oid": "fa866725c2acea57af9813d19dda94f79ba587c6",
          "body": "Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Potential fix for pull request finding",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-26T21:14:50Z",
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        {
          "oid": "58e9557e16ff38e652cb81ed27b1468ded4b93fa",
          "body": "## Summary\n\nImproved test coverage for `internal/launcher` package from **96.8% →\n97.3%**.\n\n## File Analyzed\n\n`internal/launcher/getorlaunchforsession_test.go` and\n`internal/launcher/launcher_runtime_test.go`\n\n## Improvements Made\n\n### New tests in `getorlaunchforsession_test.go`\n\n- **`TestGetOrLaun\n[…]\now_id:\ntest-improver, run:\nhttps://github.com/github/gh-aw-mcpg/actions/runs/30180448413 -->\n\n<!-- gh-aw-workflow-id: test-improver -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/test-improver -->",
          "is_bot": false,
          "headline": "[test-improver] Improve tests for launcher package (#10089)",
          "author_name": "Landon Cox",
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          "committed_at": "2026-07-26T21:14:23Z",
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        {
          "oid": "1863c403c28da848871ed0cf8474fdee3c9914e3",
          "body": "Add direct unit tests for four package-private helpers in\ninternal/logger/global_helpers.go that had no direct test coverage:\n\n- logFallbackWarnings: verify two WARNING lines are printed with the\n  expected error message and fallback description\n- fallbackLoggerOnInitError: verify warnings are emitt\n[…]\nenario-based, use captureStdLog for\nstderr capture, and follow the testify patterns established by the\nrest of the logger package.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Add tests for logger fallback init helper functions",
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        {
          "oid": "9ceea93df2c169be67e8abc136b7f4ff8441acbd",
          "body": null,
          "is_bot": true,
          "headline": "test(launcher): remove invalid double-check lock pool test",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
          "committed_at": "2026-07-26T16:39:02Z",
          "body_truncated": false,
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        {
          "oid": "30d3e489ca050b4b08af06e93787eef73d709bd0",
          "body": null,
          "is_bot": true,
          "headline": "Align logger docs and test names with writeJSON refactor",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
          "committed_at": "2026-07-26T16:36:17Z",
          "body_truncated": false,
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        {
          "oid": "2d8ba00b9e1e7069e96d2f8d31e6277e0b857597",
          "body": "…NTS.md (#10085)",
          "is_bot": false,
          "headline": "doc: add MCP_GATEWAY_API_KEY and MCP_GATEWAY_CONTAINER_RUNTIME to AGE…",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-26T16:33:41Z",
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        },
        {
          "oid": "4b7bcc8c484702dc611503aa84ce096e76a2306a",
          "body": "…ctStdioCommand\n\n- Add TestGetOrLaunchForSession_ServerNotFound to cover ErrServerNotFound path\n- Add TestGetOrLaunchForSession_HTTPBackendRecordsStart to cover HTTP backend\n  recordStart path and verify server state tracking\n- Add TestGetOrLaunchForSession_DoubleCheckLockPoolHit to exercise pool ca\n[…]\ntable\n- Add TestNew_RunningInContainer to cover container detection log branch in New()\n\nCoverage: internal/launcher 96.8% → 97.3%\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": true,
          "headline": "test(launcher): improve coverage for GetOrLaunchForSession and isDire…",
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          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-26T00:13:35Z",
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        {
          "oid": "339923fd3041111fd542355d0a2e6681630d1b67",
          "body": null,
          "is_bot": true,
          "headline": "refactor(logger): inline thin file-write wrappers",
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          "committed_at": "2026-07-25T23:15:43Z",
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          "body": "…NTS.md",
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          "headline": "Initial plan",
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          "oid": "e53395eac55c939fee47bc2fc214a503eb7c320e",
          "body": "…ch (#10081)",
          "is_bot": false,
          "headline": "[test] Add tests for util.RandomBigInt zero-result normalization bran…",
          "author_name": "Landon Cox",
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          "committed_at": "2026-07-25T23:12:42Z",
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        },
        {
          "oid": "e224e89ca90d061ffa5466c9d2ea0873d87e37e8",
          "body": "Extract randomBigIntFromRandFunc internal helper to make the\nastronomically-rare zero-result defensive branch testable via\ndependency injection. Add TestRandomBigIntFromRandFunc covering:\n- zero bits error path\n- rand function error wrapping\n- normal positive result passthrough\n- zero result normalized to 1 (previously untestable branch)\n\nCoverage improvement: internal/util 97.8% → 99.3%\nRandomBigInt: 77.8% → 100%\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Add tests for util.RandomBigInt zero-result normalization branch",
          "author_name": "github-actions[bot]",
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          "committed_at": "2026-07-25T16:47:54Z",
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        },
        {
          "oid": "880f8dc35533084ff71daded793413ce142af294",
          "body": "…eport (#10062)\n\nSix doc/code mismatches identified by the nightly reconciliation\nworkflow — operators could misconfigure or misread guarantees based on\nthe existing text.\n\n## README.md\n\n- **`--otlp-sample-rate` has no env-var fallback** — unlike\n`--otlp-endpoint` (`OTEL_EXPORTER_OTLP_ENDPOINT`) and\n[…]\nid\"},\n\"mcpServers\": {\"github\": {\"type\": \"stdio\", \"container\":\n\"ghcr.io/github/github-mcp-server:latest\"}}\n  }' | ./awmg --config-stdin\n  ```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10028",
          "is_bot": false,
          "headline": "docs: fix 6 documentation discrepancies from nightly reconciliation r…",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-25T15:04:04Z",
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        {
          "oid": "e81dde58c57a1eaa8eca49de55b8182b2c97f632",
          "body": "… security policy (#10061)\n\nAddresses 9 of the 16 findings from the semantic function clustering\nanalysis: outlier functions in wrong packages, unnecessary thin\nwrappers, and scattered helpers that violate the import/responsibility\nhierarchy.\n\n## Outlier functions relocated\n\n- **A1** `WriteSimpleHea\n[…]\nh-remapping logic; no clean fit in `logger/fileutil.go` |\n| B5 `generateRandomSpanID` | Already uses `util.RandomBytes` — no\naction needed |\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10019",
          "is_bot": false,
          "headline": "refactor: move outlier functions, eliminate thin wrappers, centralize…",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-25T15:03:50Z",
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        },
        {
          "oid": "4bb58d17ded1b58958b12bfe1eb3280a664e7d03",
          "body": "…uard boilerplate (#10059)\n\nThe config validation code repeated the same\nnil-check-before-dereference pattern ~5 times across\n`validation_gateway.go` and `validation_server.go`, with no shared\nabstraction — increasing bug risk (forgetting the nil guard on new\nfields) and making the validation functi\n[…]\nrn err\n}\n```\n\nAdding a new optional `*int` field now requires a single\n`validateOptionalInt` call rather than a copy-pasted nil-guard block.\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10044",
          "is_bot": false,
          "headline": "refactor(config): add validateOptionalInt to eliminate repeated nil-g…",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-25T15:03:40Z",
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          "oid": "a8f617407024337b8025ac57ef864386e8467d3e",
          "body": null,
          "is_bot": true,
          "headline": "docs: clarify otlp sample-rate config support",
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          "author_login": "Copilot",
          "committed_at": "2026-07-25T14:51:53Z",
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          "oid": "caa5f16630755faa43fa32fc7b02da6f8aefb8cc",
          "body": "The `/health` endpoint was advertising spec version `1.14.0` despite the\nimplementation already being fully compliant with spec 1.15.0 (which\nadded `forcePublicRepos`, Write-Sink Guard Policy, and Cross-Visibility\nOpt-Out — all already shipped).\n\n## Change\n\n- **`internal/server/unified.go`**: bump t\n[…]\nn = \"1.15.0\"\n```\n\nThe existing `health_test.go` assertion references the constant\ndirectly, so it automatically validates the correct value.\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10020",
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          "headline": "chore: bump MCPGatewaySpecVersion to 1.15.0 (#10060)",
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          "headline": "refactor: semantic function clustering - move outlier functions, remo…",
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          "committed_at": "2026-07-25T14:43:10Z",
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          "oid": "68464af0e1fa8625c9b78a1b9ab16f59ac22da6f",
          "body": "…rd duplication\n\nAdds a generic `validateOptionalInt(ptr *int, logMsg string, validateFn func(int) *ValidationError) error` helper to `internal/config/validation_rules.go` that consolidates the repeated nil-check-before-dereference pattern for optional `*int` fields in config validation.\n\n- Correctl\n[…]\n is handled inline in the closure, preserving existing semantics.\n- Adds `TestValidateOptionalInt` covering nil pointer, valid value, invalid value, and the zero-sentinel guard pattern.\n\nCloses #10044",
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          "headline": "refactor(config): add validateOptionalInt helper to eliminate nil-gua…",
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          "body": "## Summary\n\nAdds a missing test case to `internal/util/truncate_test.go` that covers\nthe stage-2 early-return branch in `TruncateRunes`.\n\n## File Analyzed\n\n`internal/util/truncate_test.go` / `internal/util/truncate.go`\n\n## Improvement Made\n\n`TruncateRunes` has three stages:\n1. **Fast path**: `len(s)\n[…]\now_id:\ntest-improver, run:\nhttps://github.com/github/gh-aw-mcpg/actions/runs/30135335670 -->\n\n<!-- gh-aw-workflow-id: test-improver -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/test-improver -->",
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          "headline": "[test-improver] Improve tests for util (TruncateRunes) (#10032)",
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          "committed_at": "2026-07-25T14:33:27Z",
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          "oid": "53cf7851fa7a64ba6048b8fb60d847723acbb415",
          "body": "- README.md: clarify `--otlp-sample-rate` has no env-var fallback (#1)\n- README.md: state CLI enforces --config or --config-stdin via MarkFlagsOneRequired (#3)\n- README.md: improve schema-required fields phrasing to be more precise (#4)\n- CONTRIBUTING.md: change 'Go 1.26.4 or later' to 'Go 1.26.4' (#5)\n- CONTRIBUTING.md: qualify container port-mapping validation as conditional (#2)\n- CONTRIBUTING.md: update JSON stdin example to include required gateway fields (#6)\n\nCloses #10028",
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          "headline": "docs: fix 6 documentation discrepancies found in nightly reconciliation",
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          "headline": "chore: bump MCPGatewaySpecVersion to 1.15.0",
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          "headline": "Initial plan",
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          "headline": "Initial plan",
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          "headline": "Initial plan",
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          "committed_at": "2026-07-25T14:25:51Z",
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          "headline": "Potential fix for pull request finding",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-25T14:22:59Z",
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          "oid": "db16ff3b7d6526a39abdec5d01d7172385eace67",
          "body": "…registry.go (#10029)\n\nAdds 3 targeted debug logging calls to\n`internal/server/tool_registry.go` using the existing `logUnified`\nlogger:\n\n- **`registerSysTool`**: logs the tool name when each sys tool is\nregistered, making startup traces easier to follow when debugging which\nsys tools were added.\n- \n[…]\n4763, workflow_id:\ngo-logger, run:\nhttps://github.com/github/gh-aw-mcpg/actions/runs/30134314763 -->\n\n<!-- gh-aw-workflow-id: go-logger -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/go-logger -->",
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          "headline": "[log] Add debug logging to registerSysTool and callSysServer in tool_…",
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          "committed_at": "2026-07-25T14:22:44Z",
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          "oid": "7c23a4d18f18689be5080ae0b88433bcadd24768",
          "body": "Add a table-driven test case that covers the stage-2 early return in\nTruncateRunes: when len(s) > maxRunes (fast-path fails) but\nutf8.RuneCountInString(s) <= maxRunes (actual rune count fits), the\nfunction should return the string unchanged.\n\nExample: \"日本語\" (9 bytes, 3 runes) with maxRunes=4 — byte count\nexceeds the limit so the fast path is skipped, but the rune count (3)\nis within the limit so the string is returned as-is.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": true,
          "headline": "test(util): add coverage for TruncateRunes multibyte early-return path",
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          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-25T00:18:57Z",
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          "oid": "499289913d46665c445c90ea34b28af443e6140a",
          "body": "…kage (#9998)\n\n🤖 *This is an automated PR from Repo Assist.*\n\nAddresses the duplication pattern reported in #9966: two callers were\nindependently asserting `m[\"isError\"].(bool)` from raw MCP result maps.\nThis extracts that into a shared `mcpresult.IsErrorResult` helper so the\nkey name `\"isError\"` is\n[…]\nworkflow_id:\nrepo-assist, run:\nhttps://github.com/github/gh-aw-mcpg/actions/runs/30095480391 -->\n\n<!-- gh-aw-workflow-id: repo-assist -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/repo-assist -->",
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          "headline": "[Repo Assist] refactor: extract IsErrorResult helper to mcpresult pac…",
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          "committed_at": "2026-07-24T23:55:35Z",
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          "oid": "2f937bff6e4756cd697aee21fab134efc4fabb68",
          "body": "…ry.go\n\nLog sys tool registration by name and log dispatch of sys tool calls,\nincluding a warning path for unknown tool names. These debug points help\ntrace sys tool lifecycle during startup and request handling.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Add debug logging to registerSysTool and callSysServer in tool_regist…",
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          "committed_at": "2026-07-24T23:52:14Z",
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          "oid": "9b5d4e5a1504bd5b6f30795c4a7f2143913719c2",
          "body": "main added its own mcpresult.IsErrorResult; remove this branch's\nduplicate function and test file to fix the redeclaration build error.\n\nCo-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>\nCopilot-Session: fcad8d0a-2218-4fa2-9f67-19f8b2f59dc7",
          "is_bot": false,
          "headline": "Resolve IsErrorResult duplication after merging main",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-24T22:44:58Z",
          "body_truncated": false,
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        {
          "oid": "1083f784147f1c5c8ce1421b9fa592fd0ec7ca79",
          "body": "…s-error-helper-1e6397c06bff2b18",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/main' into repo-assist/improve-i…",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-24T22:40:17Z",
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        },
        {
          "oid": "12eb41cb38931e9f6e14c09f0e47e26d8bf9e7f9",
          "body": "…ases (#9973)\n\nGuard coverage reported unresolved DIFC labeling gaps where newly\nintroduced `*_ff_fields_param` and issue-dependency feature-flag tool\nnames could fall through default labeling instead of inheriting\ncanonical repo/resource-scoped labels. This change aligns those aliases\nwith their ca\n[…]\ndency_write\"\n| \"issue_dependency_write_ff_issue_dependencies\"\n| \"pin_issue\" | \"transfer_issue\" | \"unpin_issue\" => { /* existing body */ }\n```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #9963",
          "is_bot": false,
          "headline": "Close github-guard DIFC labeling gaps for GitHub MCP feature-flag ali…",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-24T22:35:19Z",
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        {
          "oid": "d11b36bc3782db1cf70b13cae08a4bfe51c01a15",
          "body": "… command overrides (#10003)\n\nThis change removes the hard Docker-daemon assumption for stdio MCP\nserver launches by introducing runtime selection (`docker`/`podman`) and\nruntime-command overrides, while preserving the existing stdio\nparent/child transport model. Default behavior remains Docker-comp\n[…]\n]\n  },\n  \"mcpServers\": {\n    \"github\": {\n      \"type\": \"stdio\",\n      \"container\": \"ghcr.io/github/github-mcp-server:latest\"\n    }\n  }\n}\n```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #10002",
          "is_bot": false,
          "headline": "Add configurable stdio container runtime (Docker/Podman) with runtime…",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-24T22:34:29Z",
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        {
          "oid": "b780922eb7ed33076f2f724cec17b55a470c38a7",
          "body": "This updates the CLI’s Cobra integration in a few low-risk places called\nout by the module review: completion registration now handles errors\nconsistently, the proxy listen default is named instead of inlined, and\n`awmg proxy --policy` now provides shell ActiveHelp guidance for JSON\ninput.\n\n- **Comp\n[…]\n}}'\"),\n\t\tcobra.ShellCompDirectiveNoFileComp\n}); err != nil {\n\tlogProxyCmd.Printf(\"Failed to register completion for --policy: %v\", err)\n}\n```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #9980",
          "is_bot": false,
          "headline": "Tighten Cobra completion registration and proxy flag UX (#9985)",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-24T22:01:40Z",
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        {
          "oid": "bb52e6c42504096d098b3b764233bd3467999bc4",
          "body": "…tIntegrityLevel, formatSecrecyLevel (#10004)\n\n## Test Coverage Improvement: `difc/violations.go`\n\n### Function Analyzed\n\n- **Package**: `internal/difc`\n- **File**: `violations.go`\n- **Previous Coverage**: 0% (no test file existed)\n- **Functions covered**: `ViolationError.Error`,\n`ViolationError.Det\n[…]\ner, run:\nhttps://github.com/github/gh-aw-mcpg/actions/runs/30111060325 -->\n\n<!-- gh-aw-workflow-id: test-coverage-improver -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/test-coverage-improver\n-->",
          "is_bot": false,
          "headline": "[test] Add tests for difc.ViolationError, FormatViolationError, forma…",
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          "author_login": "lpcox",
          "committed_at": "2026-07-24T20:17:42Z",
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        {
          "oid": "903c812c670a607298aacfdcf24efdf1757b5683",
          "body": null,
          "is_bot": true,
          "headline": "Refactor runtime whitespace helper naming",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
          "committed_at": "2026-07-24T19:44:04Z",
          "body_truncated": false,
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          "oid": "0760959d789d55793c0f07c5ad72eeb53e193eb7",
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          "is_bot": true,
          "headline": "Tidy runtime validation helpers and test naming",
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          "committed_at": "2026-07-24T19:42:08Z",
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          "headline": "Polish runtime helpers per validation feedback",
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          "headline": "Address validation review follow-ups",
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          "headline": "Refine runtime command detection and defaulting",
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          "is_bot": true,
          "headline": "Fix response-level DIFC alias dispatch parity",
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          "is_bot": true,
          "headline": "Fix runtime validation and launcher containerized detection",
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          "committed_at": "2026-07-24T19:32:16Z",
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          "oid": "6c592bcedbe764bc2f2e36b0c2df66e4e30dacc5",
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          "is_bot": true,
          "headline": "refactor: use mcpresult.IsErrorResult in tool result conversion",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
          "committed_at": "2026-07-24T19:28:44Z",
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          "body": "Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Potential fix for pull request finding",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-24T19:25:32Z",
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        {
          "oid": "a42172c439e8dc8699be9585de62adf0cc8c9038",
          "body": "… (#9984)\n\nThe Rust guard had no direct unit coverage for three security-sensitive\n`apply_tool_labels` policy arms: private user metadata, public\nGitHub-controlled metadata, and repository security advisories. This\nalso trims an internal backend helper that was exposed more broadly than\nits call sit\n[…]\n], String::new(),\n&ctx);\n\n      assert_eq!(secrecy, private_user_label());\n      assert_eq!(integrity, project_github_label(&ctx));\n  }\n  ```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #9981",
          "is_bot": false,
          "headline": "Add Rust guard coverage for GitHub-controlled/advisory label policies…",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-24T19:25:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fbd2e99d93037d503c6322be9513d9296af063be",
          "body": "Visibility-related code paths were normalizing strings inline in\nmultiple packages using the same trim+lowercase pattern. This refactor\ncentralizes that logic so sink visibility and related policy fields\nnormalize consistently from one helper.\n\n- **What changed**\n  - Added a shared helper:\n    ```go\n[…]\nrmalizeStringCI(configuredVisibility)\n  if actual == RepoVisibilityPublic && configured != \"public\" {\n  \treturn \"public\", true, nil\n  }\n  ```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #9965",
          "is_bot": false,
          "headline": "Extract shared case-insensitive visibility normalizer (#9972)",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-24T19:24:37Z",
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        {
          "oid": "2283933559fc891dc80d35e4a341464c9c51be2f",
          "body": null,
          "is_bot": true,
          "headline": "test: resolve difc lint failures from duplicate test names",
          "author_name": "copilot-swe-agent[bot]",
          "author_login": "Copilot",
          "committed_at": "2026-07-24T18:33:58Z",
          "body_truncated": false,
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        },
        {
          "oid": "0462d70c7dfe37dc4dec5313cd87bc9a387e83f9",
          "body": "… (#9971)\n\nThe raw MCP tool-result `isError` bool assertion was duplicated in tool\nresult conversion and rate-limit detection. This change centralizes that\ncheck in `internal/mcpresult` so raw-result handling has a single source\nof truth.\n\n- **Shared raw-result helper**\n- Add `mcpresult.IsErrorResul\n[…]\n maps\n\nExample:\n\n```go\nfunc IsErrorResult(result map[string]interface{}) bool {\n\tisError, _ := result[\"isError\"].(bool)\n\treturn isError\n}\n```\n\n<!-- START COPILOT CODING AGENT SUFFIX -->\n\n- Fixes #9966",
          "is_bot": false,
          "headline": "Refactor raw MCP tool-result `isError` detection into a shared helper…",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-24T18:27:17Z",
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        {
          "oid": "fb1001e2a0fee69cf18ae5d979535347029fe083",
          "body": "## Schema URL Update\n\nUpdates the MCP Gateway JSON schema validation URL from the previous\nversion to `v0.83.1`.\n\n### Files Changed\n\n- `internal/config/validation_errors.go` — `SchemaURL` constant updated\nto `v0.83.1`\n- `internal/config/validation_schema_test.go` — hardcoded schema URL\nupdated to `v\n[…]\npg/actions/runs/30065166553 -->\n\n<!-- gh-aw-expires-type: pull-request -->\n\n<!-- gh-aw-workflow-id: nightly-schema-updater -->\n<!-- gh-aw-workflow-call-id: github/gh-aw-mcpg/nightly-schema-updater\n-->",
          "is_bot": false,
          "headline": "🔄 chore: update gh-aw schema URL to v0.83.1 (#9967)",
          "author_name": "Landon Cox",
          "author_login": "lpcox",
          "committed_at": "2026-07-24T18:27:04Z",
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                "key": "openssf_scorecard_contributors",
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          {
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                "key": "pr_acceptance",
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              {
                "key": "openssf_scorecard_code_review",
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          {
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              "followers": 80903,
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              {
                "key": "ownership_backing",
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                    "code": "owner_organization",
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                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
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                ],
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              {
                "key": "track_record",
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                      "count": 556
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          },
          {
            "key": "package_maintenance",
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            "name": "Package maintenance",
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              "packages": [
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              "ecosystems": "go",
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                "key": "published_resolvable",
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                "key": "publish_recency",
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              {
                "key": "version_history",
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                "detail": "214 published versions",
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        ],
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          }
        ],
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              {
                "key": "contributors",
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              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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              },
              {
                "key": "dependency_update_tool",
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              {
                "key": "fuzzing",
                "name": "Fuzzing",
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              {
                "key": "license",
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                "key": "maintained",
                "name": "Maintained",
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                "details": [],
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                "key": "packaging",
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                "key": "pinned_dependencies",
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                "key": "sast",
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              {
                "key": "security_policy",
                "name": "Security-Policy",
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                "details": [],
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              {
                "key": "signed_releases",
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                "status": "missed",
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              {
                "key": "token_permissions",
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              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "2 existing vulnerabilities detected",
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            ]
          },
          {
            "key": "dependency_advisories",
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            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
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              {
                "code": "weights_renormalized",
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              {
                "code": "advisories_scope_repository",
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              {
                "code": "advisories_repo_graph_caveat",
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              {
                "code": "advisories_reachability",
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            "value": 89,
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            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: golang.org/x/text v0.37.0 (unknown)",
                "points": 26.6,
                "status": "partial",
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                  {
                    "code": "advisories_affected",
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                ],
                "max_points": 35
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              {
                "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",
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                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
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                  }
                ],
                "max_points": 40
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            ]
          },
          {
            "key": "malicious_dependencies",
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    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
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