scanaislop / aislop

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 20 direkte und 407 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

Die Installation von npm:aislop@0.14.0 zieht 243 Pakete nach sich, direkt und transitiv: 1 tragen bekannte Advisories, davon 1 direkte Abhängigkeiten.

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

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          "headline": "Merge remote-tracking branch 'origin/develop' into codex/pr-261-integ…",
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          "headline": "Merge pull request #260 from mtschoen/fix/typecheck-gitignore",
          "author_name": "Kenny Olawuwo",
          "author_login": "heavykenny",
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          "headline": "Merge branch 'develop' into fix/typecheck-gitignore",
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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",
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          "body": "…rces\n\nfix(discover): detect languages from source files, not just manifests",
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          "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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          "is_bot": false,
          "headline": "Merge pull request #280 from scanaislop/codex/fix-develop-unused-type…",
          "author_name": "Kenny Olawuwo",
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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",
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          "is_bot": false,
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          "author_name": "Matt Schoen",
          "author_login": "mtschoen",
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          "is_bot": false,
          "headline": "fix(complexity): ignore braces inside strings, comments, and regexes …",
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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",
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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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          "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>",
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          "headline": "feat(hallucinated-import): uv-workspace awareness",
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          "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",
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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",
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          "headline": "Merge branch 'develop' into dependabot/npm_and_yarn/develop/adm-zip-0…",
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          "is_bot": false,
          "headline": "Merge pull request #269 from scanaislop/dependabot/npm_and_yarn/devel…",
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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": "Merge branch 'develop' into fix/windows-posix-paths",
          "author_name": "Kenny Olawuwo",
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          "body": "docs(agents): add cross-platform script + writing conventions",
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          "headline": "Merge pull request #262 from mtschoen/docs/cross-platform-conventions",
          "author_name": "Kenny Olawuwo",
          "author_login": "heavykenny",
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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",
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          "headline": "fix(windows): canonicalize agent git root via realpathSync.native (8.…",
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          "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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          "is_bot": false,
          "headline": "fix(windows): posixify Diagnostic.filePath in remaining lint/format e…",
          "author_name": "Matt Schoen",
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                "status": "partial",
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                  {
                    "code": "stars",
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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",
                    "params": {
                      "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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                "max_points": 22.5
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              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
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                "detail": null,
                "points": 13.5,
                "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",
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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
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              {
                "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": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "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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                "status": "partial",
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                    "code": "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": [
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                    "code": "top_contributor_share",
                    "params": {
                      "share": 92
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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": [
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                    "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": {}
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                ],
                "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
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                  }
                ],
                "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": {
                      "files": "biome.json"
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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",
                "developer-tools",
                "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",
                "detail": null,
                "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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                    "code": "topics_count",
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                ],
                "max_points": 10
              },
              {
                "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",
            "band": "moderate",
            "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
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
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                "key": "ci_tests",
                "name": "CI-Tests",
                "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",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
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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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                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
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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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            "components": [
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                "details": [
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            ]
          },
          {
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            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
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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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                "points": 100,
                "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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        "metrics": [
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                "GEMINI.md"
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                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "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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            "key": "ai_verify_loop",
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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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              "dependency_bot_commit_share": 0.13
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                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "biome.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                      "files": "biome.json"
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                "max_points": 11
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                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "editors/vscode/tsconfig.json, tsconfig.json",
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                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "editors/vscode/tsconfig.json, tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
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                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "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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                      "count": 13,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "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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                "key": "type_checkable_code",
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                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
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                    "code": "statically_typed_language",
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                      "language": "TypeScript"
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/432 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
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                      "sampled": 432,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "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
              },
              {
                "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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                    "code": "file_list",
                    "params": {
                      "files": "examples"
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                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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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        "library",
        "application"
      ],
      "labels": [
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      "scores": {
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        "tui": 4,
        "library": 14,
        "mcp-server": 7
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          "source": "npm.bin",
          "weight": 10
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          "tier": "declared",
          "label": "library",
          "source": "npm.entry",
          "weight": 8
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        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:npm",
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        {
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          "source": "dep:commander",
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        {
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          "source": "dep:@modelcontextprotocol/sdk",
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        },
        {
          "tier": "dependencies",
          "label": "tui",
          "source": "dep:ink",
          "weight": 4
        },
        {
          "tier": "structure",
          "label": "mcp-server",
          "source": "mcp_signal",
          "weight": 3
        },
        {
          "tier": "tags",
          "label": "cli",
          "source": "tag:cli",
          "weight": 2
        },
        {
          "tier": "tags",
          "label": "cli",
          "source": "tag:formatter",
          "weight": 2
        },
        {
          "tier": "tags",
          "label": "cli",
          "source": "tag:linter",
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        }
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          "labels": [
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            "library"
          ],
          "ecosystem": "npm"
        }
      ],
      "confidence": "high",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "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",
  "full_name": "scanaislop/aislop",
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  "license_spdx": "MIT"
}