JerrettDavis / JD.AI

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: 54 прямих і 25 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 — 3 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 0 мають відомі сповіщення, з них 0 прямі. 76 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.

Жодне відоме сповіщення не стосується оцінених залежностей.

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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          "headline": "Fix CI pr-checks by pinning compatible package versions (#536)",
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          "body": "…(#535)\n\nBumps the all-dependencies group with 1 update: [github/codeql-action](https://github.com/github/codeql-action).\n\n\nUpdates `github/codeql-action` from 4.36.0 to 4.36.2\n- [Release notes](https://github.com/github/codeql-action/releases)\n- [Changelog](https://github.com/github/codeql-action/b\n[…]\non-update:semver-patch\n  dependency-group: all-dependencies\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "body": "* chore(deps): Bump the all-dependencies group with 42 updates\n\nBumps JD.SemanticKernel.Connectors.ClaudeCode from 1.0.30 to 1.0.31\nBumps JD.SemanticKernel.Connectors.GitHubCopilot from 0.1.55 to 0.1.56\nBumps JD.SemanticKernel.Connectors.OpenAICodex from 0.1.26 to 0.1.27\nBumps JD.SemanticKernel.Exte\n[…]\ns\n\n---------\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: JerrettDavis <mxjerrett@gmail.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump the all-dependencies group with 42 updates (#534)",
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          "committed_at": "2026-06-02T04:31:27Z",
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          "is_bot": true,
          "headline": "ci: retrain intent classifier model",
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          "committed_at": "2026-05-31T01:16:21Z",
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          "oid": "6d335211ba98db40c2e7ff71b5d523a0b1de6a55",
          "body": "Bumps the all-dependencies group with 2 updates: [github/codeql-action](https://github.com/github/codeql-action) and [docker/login-action](https://github.com/docker/login-action).\n\n\nUpdates `github/codeql-action` from 4.35.5 to 4.36.0\n- [Release notes](https://github.com/github/codeql-action/release\n[…]\non-update:semver-minor\n  dependency-group: all-dependencies\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump the all-dependencies group with 2 updates (#533)",
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          "headline": "ci: retrain intent classifier model",
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          "oid": "7a981e4afc508b2fc6ab9feedb42324c9ff41c0d",
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          "is_bot": false,
          "headline": "chore(deps): bump JD.SemanticKernel.Connectors.GitHubCopilot 0.1.46 t…",
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          "oid": "027b45fa6b188e384ba26b0424d05917efec2291",
          "body": "…e errors (#529)\n\nJD.SemanticKernel.Connectors.ClaudeCode 1.0.30 and OpenAICodex 0.1.26\nrequire Microsoft.Extensions.* >= 10.0.8, but the project had them pinned\nat 10.0.7, causing NU1605 (Warning as Error) restore failures.\n\nBumped: DependencyInjection.Abstractions, DependencyInjection, Http,\n        Hosting.Abstractions, Logging.Abstractions, Options\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: bump Microsoft.Extensions.* to 10.0.8 to resolve NU1605 downgrad…",
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          "committed_at": "2026-05-23T18:58:46Z",
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        {
          "oid": "c67833e9f8481d24eceab3bd49f65ef7037a38fd",
          "body": "…#526)\n\n---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Connectors.OpenAICodex\n  dependency-version: 0.1.26\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.OpenAICodex from 0.1.22 to 0.1.26 (…",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-23T18:19:49Z",
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        {
          "oid": "f6cfecba24f7c3f3f5f0c3af6420aba5bbc188f4",
          "body": "…524)\n\n---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Connectors.ClaudeCode\n  dependency-version: 1.0.30\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.ClaudeCode from 1.0.29 to 1.0.30 (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-23T18:19:26Z",
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          "oid": "a9da500c7e1adcc37771727d507105a13f898d28",
          "body": "---\nupdated-dependencies:\n- dependency-name: AWSSDK.SecretsManager\n  dependency-version: 4.0.4.24\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump AWSSDK.SecretsManager from 4.0.4.23 to 4.0.4.24 (#522)",
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          "committed_at": "2026-05-23T18:19:12Z",
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        {
          "oid": "5d0cc3cbbbafcfb57e46dee2a35f6d032cec9bec",
          "body": "---\nupdated-dependencies:\n- dependency-name: coverlet.collector\n  dependency-version: 10.0.1\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump coverlet.collector from 10.0.0 to 10.0.1 (#523)",
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          "body": "Bumps the all-dependencies group with 3 updates: [dotnet/nbgv](https://github.com/dotnet/nbgv), [github/codeql-action](https://github.com/github/codeql-action) and [docker/login-action](https://github.com/docker/login-action).\n\n\nUpdates `dotnet/nbgv` from 071d632702496c9f570398fbf453c6545c2cf2f0 to \n[…]\non-update:semver-minor\n  dependency-group: all-dependencies\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "body": "Match canonical config used across TinyBDD, Flawright, ExperimentFramework,\nand JD.Efcpt.Build: group all deps per ecosystem into a single PR weekly,\nadd 48-hour package-age cooldown, normalize commit-message prefix.\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[JD.AI] Switch dependabot to grouped updates with 2-day cooldown (#527)",
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        {
          "oid": "f17fce4c693569187454f0ea2dd5ea62971afc0d",
          "body": "---\nupdated-dependencies:\n- dependency-name: dotnet-reportgenerator-globaltool\n  dependency-version: 5.5.10\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump dotnet-reportgenerator-globaltool from 5.5.9 to 5.5.10 (#517)",
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        {
          "oid": "5d7980b0f28e1b2add9ec0278093d59c3ee4ce10",
          "body": "Bumps JD.SemanticKernel.Connectors.ClaudeCode from 1.0.26 to 1.0.29\nBumps Microsoft.SemanticKernel from 1.75.0 to 1.76.0\nBumps Microsoft.SemanticKernel.Connectors.AzureOpenAI from 1.75.0 to 1.76.0\nBumps Microsoft.SemanticKernel.Connectors.OpenAI from 1.75.0 to 1.76.0\n\n---\nupdated-dependencies:\n- dep\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.ClaudeCode and 3 others (#519)",
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        {
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          "body": "---\nupdated-dependencies:\n- dependency-name: FluentAssertions\n  dependency-version: 8.10.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump FluentAssertions from 8.9.0 to 8.10.0 (#518)",
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        {
          "oid": "561cc24dcf28ffea5d6473e505c7a29ae406aff2",
          "body": "---\nupdated-dependencies:\n- dependency-name: AWSSDK.SecretsManager\n  dependency-version: 4.0.4.23\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump AWSSDK.SecretsManager from 4.0.4.20 to 4.0.4.23 (#516)",
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        {
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          "body": "Bumps [dotnet/nbgv](https://github.com/dotnet/nbgv) from b944774b6878ef950cc14d1a72bf9c0ffafbb839 to 071d632702496c9f570398fbf453c6545c2cf2f0.\n- [Release notes](https://github.com/dotnet/nbgv/releases)\n- [Commits](https://github.com/dotnet/nbgv/compare/b944774b6878ef950cc14d1a72bf9c0ffafbb839...071d\n[…]\n0398fbf453c6545c2cf2f0\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump dotnet/nbgv (#515)",
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          "is_bot": true,
          "headline": "ci: retrain intent classifier model",
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          "oid": "af53af68cd4d1f42efee39d55cfba9c758fb16b5",
          "body": "---\nupdated-dependencies:\n- dependency-name: Azure.Security.KeyVault.Secrets\n  dependency-version: 4.11.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump Azure.Security.KeyVault.Secrets from 4.10.0 to 4.11.0 (#511)",
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          "committed_at": "2026-05-11T17:59:21Z",
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          "oid": "ac51945af9bc077e9c03242f73a47694d21c2db9",
          "body": "---\nupdated-dependencies:\n- dependency-name: AWSSDK.SecretsManager\n  dependency-version: 4.0.4.20\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump AWSSDK.SecretsManager from 4.0.4.19 to 4.0.4.20 (#510)",
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        {
          "oid": "a4b1f83736b9c1c9bc0747b9ad2f1bb597c755cb",
          "body": "Bumps [actions/dependency-review-action](https://github.com/actions/dependency-review-action) from 4 to 5.\n- [Release notes](https://github.com/actions/dependency-review-action/releases)\n- [Commits](https://github.com/actions/dependency-review-action/compare/v4...v5)\n\n---\nupdated-dependencies:\n- dep\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/dependency-review-action from 4 to 5 (#509)",
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          "committed_at": "2026-05-11T17:40:43Z",
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        {
          "oid": "918976799f9b113626644f361a5c61336ba4f4a7",
          "body": "---\nupdated-dependencies:\n- dependency-name: dotnet-reportgenerator-globaltool\n  dependency-version: 5.5.9\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump dotnet-reportgenerator-globaltool from 5.5.7 to 5.5.9 (#512)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T17:40:26Z",
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        {
          "oid": "f2bd2135828f0c47a17a8c3ae5a235e3115f3e13",
          "body": "Bumps JD.SemanticKernel.Connectors.GitHubCopilot from 0.1.30 to 0.1.46\nBumps Microsoft.SemanticKernel from 1.74.0 to 1.75.0\nBumps Microsoft.SemanticKernel.Connectors.AzureOpenAI from 1.74.0 to 1.75.0\nBumps Microsoft.SemanticKernel.Connectors.OpenAI from 1.74.0 to 1.75.0\n\n---\nupdated-dependencies:\n- \n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.GitHubCopilot and 3 others (#514)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T17:39:14Z",
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          "is_bot": true,
          "headline": "ci: retrain intent classifier model",
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          "body": "…wngrade errors\n\nTransitive dependencies (Microsoft.EntityFrameworkCore 9.0.6, bunit, etc.) pull\nMicrosoft.Extensions.* 10.0.7, but Directory.Packages.props had 10.0.6. NuGet's\nWarningsAsErrors treated these as errors. Also bump YamlDotNet to 17.0.0 to match\nJD.SemanticKernel.Extensions.Skills requirement.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: align Microsoft.Extensions package versions to resolve NU1605 do…",
          "author_name": "JerrettDavis",
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          "committed_at": "2026-05-04T23:27:22Z",
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        {
          "oid": "42d15021bdb865b39266850513ea0d3437ae88ac",
          "body": "…505)\n\n---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Connectors.ClaudeCode\n  dependency-version: 1.0.26\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.ClaudeCode from 1.0.23 to 1.0.26 (#…",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-04T16:06:22Z",
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        {
          "oid": "6f3bfe99c59bb5799b7f255afb22e333b81785bc",
          "body": "…#507)\n\n---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Connectors.OpenAICodex\n  dependency-version: 0.1.22\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.OpenAICodex from 0.1.21 to 0.1.22 (…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-04T16:06:04Z",
          "body_truncated": false,
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        {
          "oid": "6f1a408e604442b8902a0580e347264084a0c077",
          "body": "---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Extensions\n  dependency-version: 0.1.71\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Extensions from 0.1.53 to 0.1.71 (#508)",
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          "author_login": "dependabot[bot]",
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          "body": "---\nupdated-dependencies:\n- dependency-name: dotnet-reportgenerator-globaltool\n  dependency-version: 5.5.7\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump dotnet-reportgenerator-globaltool from 5.5.5 to 5.5.7 (#504)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-04T16:05:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dd02a2a6663c22a2f01110d9fe0b28d363928e67",
          "body": "  Generated 50 examples via llama3.2:1b\n  Triggered by: schedule\n  Workflow run: 25266231232",
          "is_bot": true,
          "headline": "ci: retrain intent classifier model",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-05-03T01:05:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3a68de6adb77d51b57d3e5b46028a0b81f8fa19a",
          "body": "* Bump AWSSDK.SecretsManager from 4.0.4.17 to 4.0.4.19\n\n---\nupdated-dependencies:\n- dependency-name: AWSSDK.SecretsManager\n  dependency-version: 4.0.4.19\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\n\n* ci: re\n[…]\nendabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump AWSSDK.SecretsManager 4.0.4.17 → 4.0.4.19",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-28T17:43:44Z",
          "body_truncated": true,
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        {
          "oid": "aa92562604a22cc20e2b29b75618af84c11e30a9",
          "body": "…cKernel.Connectors.OpenAICodex-0.1.21\n\nBump JD.SemanticKernel.Connectors.OpenAICodex from 0.1.18 to 0.1.21",
          "is_bot": false,
          "headline": "Merge pull request #496 from JerrettDavis/dependabot/nuget/JD.Semanti…",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-28T16:59:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4e3aef8376acc97515c10836cef5abb73ffbe1d",
          "body": "fix(ci): use llama3.2:1b model in integration workflow for reliability",
          "is_bot": false,
          "headline": "Merge pull request #503 from JerrettDavis/fix/ci-workflow-llama-model",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-27T01:50:00Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "e356a0625da3812d00b2cbf256295746c2df8f1c",
          "body": "  Generated 50 examples via llama3.2:1b\n  Triggered by: push\n  Workflow run: 24972732230",
          "is_bot": true,
          "headline": "ci: retrain intent classifier model",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-27T01:49:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "36aa6aef1005ae95158f9103e02f76ec0f919512",
          "body": "Replace qwen2.5:0.5b with llama3.2:1b as the Ollama model in the\nintegration workflow. The smaller model is too weak/flaky for\nProviderFeatureIntegrationTests.Ollama_WhenAvailable_BuildsKernel_AndCompletesToolTurn.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(ci): use llama3.2:1b model in integration workflow for reliability",
          "author_name": "JerrettDavis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-27T01:46:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ed118737d1cdea71574430d63b92e28fae5e7a27",
          "body": "  Generated 50 examples via llama3.2:1b\n  Triggered by: push\n  Workflow run: 24971857306",
          "is_bot": true,
          "headline": "ci: retrain intent classifier model",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-27T01:11:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5ac2be5bdc852dd9a699bb7582d8278ec4f7e9a",
          "body": "…arg (#502)\n\n* fix(training): use llama3.2:1b in CI, increase Ollama timeout, add --model arg\n\n- OllamaClient.cs: increase HttpClient.Timeout 5 min -> 10 min to handle\n  slow CPU inference on GitHub Actions without a hard crash\n- Program.cs: add --model CLI arg (default qwen3.5:9b) forwarded to\n  Ai\n[…]\nby: push\n  Workflow run: 24971706148\n\n---------\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>\nCo-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(ci): use llama3.2:1b in CI, increase Ollama timeout, add --model …",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-27T01:08:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6c2d265b4bb31ef3226115fc88b0c2eae9372422",
          "body": "Replace discrepancies.Count.ToString() with $\"{discrepancies.Count}\"\nto avoid CA1305 (locale-sensitive int format) compiler error.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(training): use string interpolation to satisfy CA1305 (#501)",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-27T00:24:30Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f73a5fdf587b39737c5f7a4bc7888d22ccbc244c",
          "body": "…ndlers (#499)\n\n* fix: suppress CS0618 on AddZipkinExporter to unblock CI\n\nOpenTelemetry.Exporter.Zipkin 1.15.3 marks AddZipkinExporter as\n[Obsolete], which the compiler promotes to CS0618 error under\nTreatWarningsAsErrors. The project already dropped the Zipkin package\nversion NU1902 in PR #497 but\n[…]\nllamaHost param\n  and forward it to OllamaClient.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: suppress CS0618 for AddZipkinExporter and add Ollama training ha…",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-27T00:17:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "820994cd9240cb3a800c0768c5cb706f868d69b1",
          "body": "…ndlers (#498)\n\n* fix: suppress CS0618 on AddZipkinExporter to unblock CI\n\nOpenTelemetry.Exporter.Zipkin 1.15.3 marks AddZipkinExporter as\n[Obsolete], which the compiler promotes to CS0618 error under\nTreatWarningsAsErrors. The project already dropped the Zipkin package\nversion NU1902 in PR #497 but\n[…]\nllamaHost param\n  and forward it to OllamaClient.\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: suppress CS0618 for AddZipkinExporter and add Ollama training ha…",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-27T00:17:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d43ce6207fbdbd8399f57a8ae1b9e2ae98560357",
          "body": "---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Connectors.OpenAICodex\n  dependency-version: 0.1.21\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.OpenAICodex from 0.1.18 to 0.1.21",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-26T23:07:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0bd8b6e11fcc797703a657a0cfe2eff59802001a",
          "body": "* chore: upgrade dotnet/nbgv to node24-compatible SHA\n\nv0.5.1 runs on deprecated Node.js 20 and causes intermittent\n'Value cannot be null (Parameter name)' errors when writing env vars.\nPin to master SHA b944774 which uses node24, until v0.5.2 is released.\n\nAffects: .github/workflows/ci.yml, .github\n[…]\npilot <223556219+Copilot@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: bump OTel packages (NU1902) and add fetch-depth for NBGV (#497)",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-26T23:01:24Z",
          "body_truncated": true,
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        },
        {
          "oid": "7c7c1f7ebb269cce3bd8d1f3712eb762c8c76ee7",
          "body": "v0.5.1 runs on deprecated Node.js 20 and causes intermittent\n'Value cannot be null (Parameter name)' errors when writing env vars.\nPin to master SHA b944774 which uses node24, until v0.5.2 is released.\n\nAffects: .github/workflows/ci.yml, .github/workflows/pr-validation.yml\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: upgrade dotnet/nbgv to node24-compatible SHA (#491)",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-18T20:49:32Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8c50af065cefe0c3ff77efd7bafae849513f3c19",
          "body": "---\nupdated-dependencies:\n- dependency-name: Azure.Security.KeyVault.Secrets\n  dependency-version: 4.10.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump Azure.Security.KeyVault.Secrets from 4.9.0 to 4.10.0 (#485)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-18T16:27:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c97cb126431b66a173f56a9daa78a9cb4b22c8d6",
          "body": "…488)\n\n---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Connectors.ClaudeCode\n  dependency-version: 1.0.23\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.ClaudeCode from 1.0.21 to 1.0.23 (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-18T16:14:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b13ed7ab7d9426060f876f5bb49c98274574054",
          "body": "---\nupdated-dependencies:\n- dependency-name: coverlet.collector\n  dependency-version: 10.0.0\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump coverlet.collector from 8.0.1 to 10.0.0 (#486)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-18T16:14:23Z",
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        {
          "oid": "997cc068de0467a62381f6101fb908ce4b4d18c2",
          "body": "Bumps [softprops/action-gh-release](https://github.com/softprops/action-gh-release) from 2 to 3.\n- [Release notes](https://github.com/softprops/action-gh-release/releases)\n- [Changelog](https://github.com/softprops/action-gh-release/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/softprops/\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump softprops/action-gh-release from 2 to 3 (#484)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-18T16:12:21Z",
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          "oid": "e9f8aab9d5b0be0c64f00697970b0df54132db8d",
          "body": null,
          "is_bot": true,
          "headline": "docs: auto-regenerate VHS screenshots [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-18T16:09:06Z",
          "body_truncated": false,
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        },
        {
          "oid": "ed591013452c0a24faf396515870dbdf79ece505",
          "body": "…ream-read race (#490)\n\nWaitForExitAsync does not guarantee that redirected stdout/stderr data\nhas been fully delivered to the async reader tasks before it returns —\nunlike the synchronous WaitForExit() overload. On Linux CI this causes a\nrace where the process exits, WaitForExitAsync unblocks, and \n[…]\n drained before consuming the reader\ntask results, stabilising\nRunCommandAsync_WhenCommandSucceeds_CapturesExitCodeOutputAndError.\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: drain stdout/stderr pipes after WaitForExitAsync to eliminate st…",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-18T15:58:12Z",
          "body_truncated": true,
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        },
        {
          "oid": "c7ee0b66fa392a5f5c61427979627aca033291e8",
          "body": "Bumps [actions/upload-pages-artifact](https://github.com/actions/upload-pages-artifact) from 4 to 5.\n- [Release notes](https://github.com/actions/upload-pages-artifact/releases)\n- [Commits](https://github.com/actions/upload-pages-artifact/compare/v4...v5)\n\n---\nupdated-dependencies:\n- dependency-name\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/upload-pages-artifact from 4 to 5 (#483)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-18T15:02:21Z",
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        {
          "oid": "e3967f26796bb48dc844d701f28b7dedb6dea918",
          "body": "---\nupdated-dependencies:\n- dependency-name: dotnet-reportgenerator-globaltool\n  dependency-version: 5.5.5\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump dotnet-reportgenerator-globaltool from 5.5.4 to 5.5.5 (#487)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-18T15:01:49Z",
          "body_truncated": false,
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        {
          "oid": "71593c3a948dfdc71c6185b51e2a650d91f117ba",
          "body": "… (#489)\n\n---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Connectors.GitHubCopilot\n  dependency-version: 0.1.30\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.GitHubCopilot from 0.1.27 to 0.1.30…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-18T15:01:27Z",
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        },
        {
          "oid": "31f6357418fb0396802ab7a91bd395f7e28e1f15",
          "body": null,
          "is_bot": false,
          "headline": "fix: route settings MVP tabs",
          "author_name": "JerrettDavis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-14T04:04:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "51cf1bb392bf4173d642a302a332445ac6ca64cd",
          "body": null,
          "is_bot": false,
          "headline": "fix: complete remaining MVP settings UI gaps",
          "author_name": "JerrettDavis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-14T04:04:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "809497306914f5bbd07e0528cfcdf22cb3ff72ee",
          "body": null,
          "is_bot": true,
          "headline": "docs: auto-regenerate VHS screenshots [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-14T03:42:10Z",
          "body_truncated": false,
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        },
        {
          "oid": "e35854cbb3cc1a399ee638585fbeadea30cfc591",
          "body": "* fix: resolve all 16+ analyzer/compiler errors to restore CI green\n\nAgent-Logs-Url: https://github.com/JerrettDavis/JD.AI/sessions/10a74639-839c-4484-bdc2-34f5f4b85dff\n\nCo-authored-by: JerrettDavis <2610199+JerrettDavis@users.noreply.github.com>\n\n* fix: fix formatting issues and add missing UI smok\n[…]\n-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: JerrettDavis <2610199+JerrettDavis@users.noreply.github.com>\nCo-authored-by: JerrettDavis <mxjerrett@gmail.com>",
          "is_bot": false,
          "headline": "fix: resolve all analyzer/compiler errors to restore CI green (#482)",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-04-14T03:31:10Z",
          "body_truncated": true,
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        },
        {
          "oid": "ea8d4a0e28bdbc0e1273069ae1b1c15ee098995b",
          "body": "* test(agents,startup): extend SubagentRunner, TurnInputMonitor, InteractiveLoop test coverage\n\nAdd comprehensive behavior tests:\n\n**SubagentRunnerTests** (6 new tests):\n- RunAsync with streaming response concatenation\n- RunAsync with empty response handling\n- RunAsync with cancellation token suppor\n[…]\ning in SettingsLogsTab.razor to avoid nullable annotations in Razor markup\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Haiku 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(dashboard): Implement MVP UI spec — issues #469–#480 (#481)",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-13T16:03:23Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8ca54802334f8de5771ccd7f4fbfdb5d6031cc07",
          "body": "…oolExecutionPermissionEvaluator (#468)",
          "is_bot": false,
          "headline": "fix: align Logs.razor tool audit filter with actual event type from T…",
          "author_name": "JD Davis",
          "author_login": "JerrettDavis",
          "committed_at": "2026-04-11T19:05:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "da37c101613d6ab40a7c52401ed236566c55dea7",
          "body": "… (#465)\n\n---\nupdated-dependencies:\n- dependency-name: JD.SemanticKernel.Connectors.GitHubCopilot\n  dependency-version: 0.1.27\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump JD.SemanticKernel.Connectors.GitHubCopilot from 0.1.26 to 0.1.27…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-11T18:40:12Z",
          "body_truncated": false,
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                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/12 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected but not run on all commits",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 3 resolved dependencies against OSV; 76 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": 3
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 76
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 3,
              "unassessed_packages": 76,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 3,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
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                "key": "no_dependency_reported_as_a_malicious_package",
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                "points": 100,
                "status": "met",
                "details": [
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                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
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            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
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            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "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?"
      },
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        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 66,
        "weight": 0,
        "metrics": [
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            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
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              "legible_history_share": 1,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
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              {
                "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": "30 of 30 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 30,
                      "sampled": 30
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 74,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.26,
              "toolchain_manifests": [
                "docs/demo/MarkdownDemo.csproj",
                "src/JD.AI.Channels.Discord/JD.AI.Channels.Discord.csproj",
                "src/JD.AI.Channels.OpenClaw/JD.AI.Channels.OpenClaw.csproj",
                "src/JD.AI.Channels.Queue/JD.AI.Channels.Queue.csproj",
                "src/JD.AI.Channels.Signal/JD.AI.Channels.Signal.csproj",
                "src/JD.AI.Channels.Slack/JD.AI.Channels.Slack.csproj",
                "src/JD.AI.Channels.Telegram/JD.AI.Channels.Telegram.csproj",
                "src/JD.AI.Channels.Web/JD.AI.Channels.Web.csproj",
                "src/JD.AI.Connectors.Jira/JD.AI.Connectors.Jira.csproj",
                "src/JD.AI.Connectors.Sdk/JD.AI.Connectors.Sdk.csproj",
                "src/JD.AI.Core/JD.AI.Core.csproj",
                "src/JD.AI.Credentials.Aws/JD.AI.Credentials.Aws.csproj",
                "src/JD.AI.Credentials.Azure/JD.AI.Credentials.Azure.csproj",
                "src/JD.AI.Daemon/JD.AI.Daemon.csproj",
                "src/JD.AI.Dashboard.Wasm/JD.AI.Dashboard.Wasm.csproj",
                "src/JD.AI.Gateway.Client/JD.AI.Gateway.Client.csproj",
                "src/JD.AI.Gateway/JD.AI.Gateway.csproj",
                "src/JD.AI.Plugins.SDK/JD.AI.Plugins.SDK.csproj",
                "src/JD.AI.Sandbox/JD.AI.Sandbox.csproj",
                "src/JD.AI.SpecSite/JD.AI.SpecSite.csproj",
                "src/JD.AI.Telemetry/JD.AI.Telemetry.csproj",
                "src/JD.AI.Workflows.Distributed/JD.AI.Workflows.Distributed.csproj",
                "src/JD.AI.Workflows/JD.AI.Workflows.csproj",
                "src/JD.AI/JD.AI.csproj",
                "tests/E2E/JD.AI.E2E.Tests/JD.AI.E2E.Tests.csproj",
                "tests/JD.AI.Daemon.Tests/JD.AI.Daemon.Tests.csproj",
                "tests/JD.AI.Gateway.Tests/JD.AI.Gateway.Tests.csproj",
                "tests/JD.AI.IntegrationTests/JD.AI.IntegrationTests.csproj",
                "tests/JD.AI.Sandbox.Tests/JD.AI.Sandbox.Tests.csproj",
                "tests/JD.AI.Specs.UI/JD.AI.Specs.UI.csproj",
                "tests/JD.AI.Specs/JD.AI.Specs.csproj",
                "tests/JD.AI.Tests/JD.AI.Tests.csproj",
                "tools/JD.AI.Workflows.Training/JD.AI.Workflows.Training.csproj"
              ],
              "dependency_bot_commit_share": 0.54
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/demo/MarkdownDemo.csproj, src/JD.AI.Channels.Discord/JD.AI.Channels.Discord.csproj, src/JD.AI.Channels.OpenClaw/JD.AI.Channels.OpenClaw.csproj (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "docs/demo/MarkdownDemo.csproj, src/JD.AI.Channels.Discord/JD.AI.Channels.Discord.csproj, src/JD.AI.Channels.OpenClaw/JD.AI.Channels.OpenClaw.csproj"
                    }
                  }
                ],
                "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": "C# (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C#"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "26 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 26,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "54 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 54,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
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          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "largest_source_bytes": 238033,
              "source_files_sampled": 1418,
              "oversized_source_files": 6
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                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
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                      "language": "C#"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "6/1418 source files over 60KB",
                "points": 54.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1418,
                      "oversized": 6
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                ],
                "max_points": 55
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            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
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                "examples"
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              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
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                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
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                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
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                "key": "runnable_examples",
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                "detail": "examples",
                "points": 40,
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                "details": [
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        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
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}