scanaislop / aislop

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

来自 GitHub 依赖图的完整解析依赖集合：20 个直接依赖与 407 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

安装 npm:aislop@0.14.0 会引入 243 个包（直接与传递）：其中 1 个存在已知公告，1 个为直接依赖。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

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          "body": "…ration\n\n# Conflicts:\n#\tsrc/engines/lint/typecheck.ts\n#\tsrc/utils/source-files.ts",
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          "headline": "Merge remote-tracking branch 'origin/develop' into codex/pr-261-integ…",
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          "author_login": "heavykenny",
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          "is_bot": false,
          "headline": "Merge pull request #260 from mtschoen/fix/typecheck-gitignore",
          "author_name": "Kenny Olawuwo",
          "author_login": "heavykenny",
          "committed_at": "2026-07-14T03:25:01Z",
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          "is_bot": false,
          "headline": "Merge branch 'develop' into fix/typecheck-gitignore",
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          "author_login": "heavykenny",
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          "body": "fix(tooling): prefer a system-installed ruff/golangci-lint over the vendored copy",
          "is_bot": false,
          "headline": "Merge pull request #259 from mtschoen/fix/prefer-system-tool",
          "author_name": "Kenny Olawuwo",
          "author_login": "heavykenny",
          "committed_at": "2026-07-14T03:20:36Z",
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          "headline": "Merge branch 'develop' into fix/prefer-system-tool",
          "author_name": "Kenny Olawuwo",
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          "body": "…rces\n\nfix(discover): detect languages from source files, not just manifests",
          "is_bot": false,
          "headline": "Merge pull request #258 from mtschoen/fix/discover-languages-from-sou…",
          "author_name": "Kenny Olawuwo",
          "author_login": "heavykenny",
          "committed_at": "2026-07-14T03:16:01Z",
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          "headline": "Merge branch 'develop' into fix/discover-languages-from-sources",
          "author_name": "Kenny Olawuwo",
          "author_login": "heavykenny",
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          "is_bot": false,
          "headline": "Merge pull request #280 from scanaislop/codex/fix-develop-unused-type…",
          "author_name": "Kenny Olawuwo",
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          "headline": "fix(ai-slop): remove unused type exports",
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          "author_name": "Kenny Olawuwo",
          "author_login": "heavykenny",
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          "body": "PR #271 (fcce07a) changed findFunctionEnd to take both raw `lines` and\nmasked `codeLines`, routing the brace matcher onto masked lines but\nleaving the Python path on raw `lines`. findPythonFunctionEnd is\nindentation-based with no comment/string handling, so a comment or a\nline of triple-quoted strin\n[…]\nid-body, and a\nmulti-line triple-quoted string whose interior content sits at column\n0 while the closing delimiter stays indented with the body.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(complexity): keep Python end detection on masked lines",
          "author_name": "Matt Schoen",
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          "committed_at": "2026-07-07T01:17:46Z",
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          "is_bot": false,
          "headline": "docs: add CLAUDE.md/GEMINI.md pointers to canonical AGENTS.md",
          "author_name": "Matt Schoen",
          "author_login": "mtschoen",
          "committed_at": "2026-07-06T21:25:56Z",
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          "body": "…when measuring functions\n\nThe brace matcher behind function-length/nesting measurement counted every\n`{`/`}` literally. analyzeFunctions masked comments only, so a brace inside a\nstring literal (`\"{\"`) or a regex (`/^}\\s*{/`) desynced the count and made a\nshort function appear to run to end-of-file\n[…]\nl suite introduces no new failures\n(remaining failures are the pre-existing Windows path-separator issues that\nPR #261 addresses).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(complexity): ignore braces inside strings, comments, and regexes …",
          "author_name": "Matt Schoen",
          "author_login": "mtschoen",
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          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "style: replace em-dash in comment per writing conventions",
          "author_name": "Matt Schoen",
          "author_login": "mtschoen",
          "committed_at": "2026-07-04T22:05:02Z",
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          "body": "Two fixes from PR review:\n\n- Files under a [tool.uv.workspace].exclude directory no longer receive\n  the workspace-shared dependency set. An excluded project is not\n  installed into the shared .venv, so its files are checked against\n  their own manifest scope only.\n- An ancestor uv workspace now cou\n[…]\n`) keeps\n  ai-slop/hallucinated-import enabled and applies the shared workspace\n  dependency set instead of silently skipping every Python file.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(hallucinated-import): scope uv workspace deps correctly",
          "author_name": "Matt Schoen",
          "author_login": "mtschoen",
          "committed_at": "2026-07-04T21:57:38Z",
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          "body": "Review feedback on #270: `exclude` globs remove directories that the\n`members` globs matched, and uv does not install an excluded project into\nthe shared .venv — so an excluded project's dependencies and package name\nmust not vouch for imports elsewhere in the workspace. Expand `exclude`\nwith the same limited glob support as `members` and skip matching member\ndirectories when building the workspace-shared dependency set.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(hallucinated-import): honor [tool.uv.workspace].exclude",
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          "body": "In a uv workspace (a root pyproject with [tool.uv.workspace] and per-package\npyproject.toml files under e.g. packages/<name>/), all members resolve to one\nlockfile and one .venv. Every member's dependencies are installed together, so\nany file in the tree may import a sibling member package OR a dep \n[…]\nagainst the shared venv, root-declared deps, comment-laden dependency\narrays, and confirms non-workspace nested-manifest isolation is unchanged.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(hallucinated-import): uv-workspace awareness",
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          "headline": "Merge pull request #265 from scanaislop/dependabot/npm_and_yarn/devel…",
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          "body": "Bumps [oxlint](https://github.com/oxc-project/oxc/tree/HEAD/npm/oxlint) from 1.71.0 to 1.72.0.\n- [Release notes](https://github.com/oxc-project/oxc/releases)\n- [Changelog](https://github.com/oxc-project/oxc/blob/main/npm/oxlint/CHANGELOG.md)\n- [Commits](https://github.com/oxc-project/oxc/commits/oxl\n[…]\ndencies:\n- dependency-name: oxlint\n  dependency-version: 1.72.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump oxlint from 1.71.0 to 1.72.0",
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          "body": "…op/yaml-2.9.0\n\nchore(deps): bump yaml from 2.8.3 to 2.9.0",
          "is_bot": false,
          "headline": "Merge pull request #266 from scanaislop/dependabot/npm_and_yarn/devel…",
          "author_name": "Kenny Olawuwo",
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          "body": "Bumps [yaml](https://github.com/eemeli/yaml) from 2.8.3 to 2.9.0.\n- [Release notes](https://github.com/eemeli/yaml/releases)\n- [Commits](https://github.com/eemeli/yaml/compare/v2.8.3...v2.9.0)\n\n---\nupdated-dependencies:\n- dependency-name: yaml\n  dependency-version: 2.9.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump yaml from 2.8.3 to 2.9.0",
          "author_name": "dependabot[bot]",
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          "committed_at": "2026-07-04T12:40:56Z",
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          "body": "…op/adm-zip-0.5.18\n\nchore(deps): bump adm-zip from 0.5.16 to 0.5.18",
          "is_bot": false,
          "headline": "Merge pull request #268 from scanaislop/dependabot/npm_and_yarn/devel…",
          "author_name": "Kenny Olawuwo",
          "author_login": "heavykenny",
          "committed_at": "2026-07-04T12:38:53Z",
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          "headline": "Merge branch 'develop' into dependabot/npm_and_yarn/develop/adm-zip-0…",
          "author_name": "Kenny Olawuwo",
          "author_login": "heavykenny",
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          "body": "…op/biomejs/biome-2.5.2\n\nchore(deps): bump @biomejs/biome from 2.5.1 to 2.5.2",
          "is_bot": false,
          "headline": "Merge pull request #269 from scanaislop/dependabot/npm_and_yarn/devel…",
          "author_name": "Kenny Olawuwo",
          "author_login": "heavykenny",
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          "body": "Bumps [@biomejs/biome](https://github.com/biomejs/biome/tree/HEAD/packages/@biomejs/biome) from 2.5.1 to 2.5.2.\n- [Release notes](https://github.com/biomejs/biome/releases)\n- [Changelog](https://github.com/biomejs/biome/blob/main/packages/@biomejs/biome/CHANGELOG.md)\n- [Commits](https://github.com/b\n[…]\n- dependency-name: \"@biomejs/biome\"\n  dependency-version: 2.5.2\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "headline": "chore(deps): bump @biomejs/biome from 2.5.1 to 2.5.2",
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          "body": "Bumps [adm-zip](https://github.com/cthackers/adm-zip) from 0.5.16 to 0.5.18.\n- [Release notes](https://github.com/cthackers/adm-zip/releases)\n- [Changelog](https://github.com/cthackers/adm-zip/blob/master/history.md)\n- [Commits](https://github.com/cthackers/adm-zip/compare/v0.5.16...v0.5.18)\n\n---\nup\n[…]\nencies:\n- dependency-name: adm-zip\n  dependency-version: 0.5.18\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "headline": "chore(deps): bump adm-zip from 0.5.16 to 0.5.18",
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          "committed_at": "2026-07-04T06:03:35Z",
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          "oid": "b54336588ca93af3c8b173ab558635981eb91c70",
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          "headline": "Merge branch 'develop' into fix/windows-posix-paths",
          "author_name": "Kenny Olawuwo",
          "author_login": "heavykenny",
          "committed_at": "2026-06-29T21:00:40Z",
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          "body": "docs(agents): add cross-platform script + writing conventions",
          "is_bot": false,
          "headline": "Merge pull request #262 from mtschoen/docs/cross-platform-conventions",
          "author_name": "Kenny Olawuwo",
          "author_login": "heavykenny",
          "committed_at": "2026-06-29T20:56:03Z",
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          "body": "…matrix\n\nAdding the `os` dimension to the Build & test matrix renamed the jobs to\n\"Build & test (ubuntu-latest, 22)\" etc., which breaks branch protection: required\nchecks match by exact string, so \"Build & test (22)\" / \"Build & test (24)\" would\nhang as \"Expected\" and block every PR (and force a coor\n[…]\nent: it used the bare word \"TEMP \" which the\nai-slop/todo-stub marker detector flags (markerKeywords include TEMP) - now `%TEMP%`.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci(windows): keep stable required-check names via a gate over the OS …",
          "author_name": "Matt Schoen",
          "author_login": "mtschoen",
          "committed_at": "2026-06-29T12:43:28Z",
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          "is_bot": false,
          "headline": "fix(windows): canonicalize agent git root via realpathSync.native (8.…",
          "author_name": "Matt Schoen",
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          "oid": "baa32ef69f4ca3ffa6b2e61220a7ebbf8ff1aa84",
          "body": "Same fix as schoen/main. listProjectFiles fell back to spawning Unix `find`\nwhen `git ls-files` is unavailable (every non-git directory, incl. all test temp\ndirs). On Windows `find` resolves to C:\\Windows\\System32\\find.exe (a string\nsearch), so the fallback returned nothing and every detector got an\n[…]\n\n\nVerified via PowerShell (no git-bash on PATH): 1364 pass / 2 skip, self-scan 97\n(2 pre-existing knip/types warnings, unrelated).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "fix(windows): replace Unix `find` fallback with a portable Node walk",
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          "body": "…ngines\n\nMirrors the schoen/main fix for the engines that exist on this upstream-based\nbranch (the C#/C++ engines - dotnet, dotnet-format, cppcheck - are not present\nhere). Each still built a Diagnostic.filePath (or a baseline/exclusion-match\npath) with a bare path.relative, emitting backslashes on \n[…]\nsuite: 1364 pass / 2 skip. (Two pre-existing knip/types warnings in\nhallucinated-imports-manifest.ts are unrelated and untouched.)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(windows): posixify Diagnostic.filePath in remaining lint/format e…",
          "author_name": "Matt Schoen",
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          "committed_at": "2026-06-29T10:41:06Z",
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      "active_weeks_last_year": 19,
      "days_since_latest_release": 10,
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                "key": "stars",
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                "detail": "530 stars",
                "points": 44.2,
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                      "count": 530
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                "max_points": 60
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              {
                "key": "forks",
                "name": "Forks",
                "detail": "24 forks",
                "points": 11.3,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
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                      "count": 24
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                "max_points": 25
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              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "2 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 2
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                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
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              "readme_badges": 8,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "readme_badge_services": [
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                "shields.io"
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              "has_pull_request_template": true
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            "components": [
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                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
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                      "spdx": "MIT"
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              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "details": [],
                "max_points": 18
              },
              {
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                "detail": null,
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                "status": "met",
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              {
                "key": "issue_template",
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                "key": "pr_template",
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                "points": 6.3,
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                "max_points": 6.3
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          },
          {
            "key": "ecosystem_adoption",
            "band": "good",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 72,
            "inputs": {
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              "dependents": null,
              "ecosystems": "npm",
              "total_downloads": null,
              "monthly_downloads": 22077
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            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "22,077 downloads/month across npm",
                "points": 57.9,
                "status": "partial",
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                    "code": "downloads_monthly",
                    "params": {
                      "count": 22077,
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                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
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                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 52,
        "weight": 0.23,
        "metrics": [
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            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
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              "top_contributor_share": 0.922
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                "key": "bus_factor",
                "name": "Bus factor",
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                      "count": 1
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                "max_points": 54
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                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 92% of commits",
                "points": 1.8,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 92
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                  }
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "4 contributors",
                "points": 5.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 4
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                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "merged_prs": 271,
              "open_issues": 8,
              "closed_issues": 10,
              "prs_merged_7d": 0,
              "prs_decided_7d": 0,
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              "closed_unmerged_prs": 14,
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              "first_time_prs_merged_30d": 0,
              "first_time_prs_decided_30d": 0
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "56% of issues closed",
                "points": 23.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 56
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                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "271/285 decided PRs merged",
                "points": 28.5,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 271,
                      "decided": 285
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                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
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                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/17 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "weak",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 44,
            "inputs": {
              "followers": 9,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "scanaislop",
              "public_repos": 7,
              "account_age_days": 105
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "9 followers of scanaislop",
                "points": 7.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 9,
                      "login": "scanaislop"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "7 public repos, account ~0 yr old",
                "points": 7.2,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 7
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "aislop"
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              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 10
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 10 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 10
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "36 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 36
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "exceptional",
        "name": "Engineering Quality",
        "value": 94,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "has_ci": true,
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              "has_editorconfig": true,
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              "has_precommit_config": false
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "6 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 6
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "biome.json",
                "points": 16,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                "max_points": 16
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              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "18 out of 18 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "exceptional",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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                "ai-slop-detection",
                "cli",
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                "code-review",
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                "linter",
                "static-analysis",
                "github-actions",
                "pre-commit",
                "quality-gate",
                "typescript",
                "go",
                "javascript",
                "php",
                "pull-request",
                "python",
                "ruby",
                "rust"
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              "has_wiki": true,
              "homepage": "https://scanaislop.com",
              "has_readme": true,
              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 25,
                "status": "met",
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                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "points": 15,
                "status": "met",
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                "max_points": 15
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                "points": 10,
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              {
                "key": "topics",
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                "detail": "20 topics",
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                "status": "met",
                "details": [
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                ],
                "max_points": 10
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              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
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                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
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        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 57,
            "inputs": {
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              "scorecard_version": "v5.5.0",
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
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              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3,
                "status": "partial",
                "details": [],
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                "detail": "18 out of 18 merged PRs checked by a CI test -- score normalized to 10",
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                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/17 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "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 15 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": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "9 existing vulnerabilities detected",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Matched the npm:aislop@0.14.0 runtime dependency closure — what installing the published package pulls in — 243 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "npm:aislop@0.14.0",
                  "assessed": 243
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 79,
            "inputs": {
              "source": "osv",
              "advisories": 1,
              "affected_packages": 1,
              "assessed_packages": 243,
              "unassessed_packages": 0,
              "affected_by_severity": "high 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: adm-zip 0.5.18 (high 7.5)",
                "points": 14,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "adm-zip 0.5.18 (high 7.5)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
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                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
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                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
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                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
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                  }
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                "max_points": 40
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            ]
          },
          {
            "key": "malicious_dependencies",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "packages": [],
              "red_flag": false,
              "assessed_packages": 243,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
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            ]
          },
          {
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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": {}
              }
            ],
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                "Iran",
                "North Korea"
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                "min_commit_share": 0.1
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            "components": [
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                "status": "met",
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                  }
                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
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            "note": null,
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                ],
                "max_points": 45
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                "key": "machine_readable_docs_llms_txt",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
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                "key": "legible_commit_history",
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                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
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                      "sampled": 87
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                "max_points": 40
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            ]
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            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
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              "has_tests": true,
              "lockfiles": [
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              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
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                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
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                "detail": "biome.json",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                "max_points": 11
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                "detail": "editors/vscode/tsconfig.json, tsconfig.json",
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                "status": "met",
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                      "files": "editors/vscode/tsconfig.json, tsconfig.json"
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                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
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                "points": 10,
                "status": "met",
                "details": [
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                "max_points": 10
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              {
                "key": "demonstrated_agent_practice",
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                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "13 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
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                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "source_files_sampled": 432,
              "oversized_source_files": 0
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                "points": 45,
                "status": "met",
                "details": [
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
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                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
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                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
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            ]
          },
          {
            "key": "ai_interfaces",
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            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
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              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
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              {
                "key": "mcp_server",
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                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
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                "key": "runnable_examples",
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                "status": "met",
                "details": [
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                    "params": {
                      "files": "examples"
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                ],
                "max_points": 40
              }
            ]
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        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
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    ],
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        "application"
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          "label": "library",
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          "tier": "distribution",
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          "source": "registry:npm",
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        {
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          "source": "dep:commander",
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          "source": "dep:@modelcontextprotocol/sdk",
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        },
        {
          "tier": "dependencies",
          "label": "tui",
          "source": "dep:ink",
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        },
        {
          "tier": "structure",
          "label": "mcp-server",
          "source": "mcp_signal",
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        },
        {
          "tier": "tags",
          "label": "cli",
          "source": "tag:cli",
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        },
        {
          "tier": "tags",
          "label": "cli",
          "source": "tag:formatter",
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        },
        {
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          "label": "cli",
          "source": "tag:linter",
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          ],
          "ecosystem": "npm"
        }
      ],
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      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
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    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-03T00:33:42.335805Z",
  "schema_version": "0.30.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/scanaislop/aislop.svg",
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  "license_spdx": "MIT"
}