standardbeagle / devtool-mcp

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

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            "key": "development_activity",
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            "name": "Development activity",
            "note": null,
            "notes": [],
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                "name": "Push recency",
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                "key": "commit_cadence",
                "name": "Commit cadence",
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                "key": "commit_volume",
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                "key": "openssf_scorecard_maintained",
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                "details": [],
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          },
          {
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            "note": null,
            "notes": [],
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                "key": "ships_releases",
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                    "code": "releases_published",
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                      "count": 100
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              {
                "key": "release_cadence",
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                "key": "openssf_scorecard_signed_releases",
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          },
          {
            "key": "abandonment",
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            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
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                    "code": "abandonment_unverified",
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                "max_points": 100
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            ]
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        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
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      {
        "key": "community",
        "band": "critical",
        "name": "Community & Adoption",
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        "weight": 0.18,
        "metrics": [
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            "key": "popularity",
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            "note": null,
            "notes": [],
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              "forks": 0,
              "stars": 5,
              "watchers": 0,
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              "growth_factor_pct": 100,
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            "components": [
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                "key": "stars",
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                "details": [
                  {
                    "code": "stars",
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                      "count": 5
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
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                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 25
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              {
                "key": "watchers",
                "name": "Watchers",
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                "details": [
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                    "code": "watchers",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_readme": true,
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              "has_contributing": false,
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                "key": "readme",
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                "status": "met",
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                "max_points": 22.5
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              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
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                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
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                      "spdx": "Apache-2.0"
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                "max_points": 22.5
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                "key": "contributing_guide",
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                "status": "missed",
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              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
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              {
                "key": "issue_template",
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                "points": 0,
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              {
                "key": "pr_template",
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                "details": [],
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        ],
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      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 41,
        "weight": 0.24,
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          {
            "key": "maintainer_resilience",
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            "note": null,
            "notes": [],
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              "bus_factor": 1,
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                "key": "bus_factor",
                "name": "Bus factor",
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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",
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
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                    "code": "contributors_sampled",
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                      "count": 2
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                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
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                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
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                "status": "partial",
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                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "at_risk",
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            "note": null,
            "notes": [],
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              "merged_prs": 0,
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              "closed_issues": 1,
              "issue_closed_ratio": 1,
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            "components": [
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                "key": "issue_resolution",
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                  {
                    "code": "issues_closed_share",
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                      "share": 100
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                  }
                ],
                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
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                "status": "missed",
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                    "code": "decided_prs_merged",
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                      "merged": 0,
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
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                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
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              "followers": 3,
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              "is_verified": null,
              "owner_login": "standardbeagle",
              "public_repos": 50,
              "account_age_days": 3776
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
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                "details": [
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                    "code": "owner_organization",
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                ],
                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
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                    "code": "owner_followers",
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                      "count": 3,
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                  }
                ],
                "max_points": 25
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              {
                "key": "track_record",
                "name": "Track record",
                "detail": "50 public repos, account ~10 yr old",
                "points": 24.4,
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                "details": [
                  {
                    "code": "public_repos",
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                      "count": 50
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                  },
                  {
                    "code": "account_age_years",
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                      "years": 10
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                ],
                "max_points": 25
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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        "name": "Engineering Quality",
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        "weight": 0.2,
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          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
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                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 88,
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            "components": [
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                "key": "ci_workflows",
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                  {
                    "code": "ci_workflows",
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                      "count": 7
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
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                "points": 24,
                "status": "met",
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                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yaml, .golangci.yml",
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                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yaml, .golangci.yml"
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
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              },
              {
                "key": "editorconfig",
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              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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                    "code": "no_data",
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                ],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
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            "name": "Documentation",
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            "notes": [],
            "value": 75,
            "inputs": {
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            "components": [
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                "key": "readme",
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              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 25,
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              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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              {
                "key": "repository_description",
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                "key": "topics",
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                "key": "wiki",
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                "details": [],
                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 38,
            "inputs": {
              "source": "openssf_scorecard",
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            "components": [
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                "key": "binary_artifacts",
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                "key": "branch_protection",
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              {
                "key": "ci_tests",
                "name": "CI-Tests",
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                ],
                "max_points": 2.5
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "57 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 1
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "excellent",
        "name": "AI Readiness",
        "value": 88,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md",
                "vendor/github.com/coder/acp-go-sdk/AGENTS.md"
              ],
              "agent_instruction_max_bytes": 18126
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md, vendor/github.com/coder/acp-go-sdk/AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md, vendor/github.com/coder/acp-go-sdk/AGENTS.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 88,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json",
                "pnpm-lock.yaml"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "vendor/github.com/alecthomas/chroma/v2/Makefile",
                "vendor/github.com/charmbracelet/glamour/Taskfile.yml",
                "vendor/github.com/charmbracelet/lipgloss/Taskfile.yaml",
                "vendor/github.com/coder/acp-go-sdk/Makefile",
                "vendor/github.com/coder/acp-go-sdk/mise.toml",
                "vendor/github.com/felixge/httpsnoop/Makefile",
                "vendor/github.com/gobwas/ws/Makefile",
                "vendor/github.com/pkg/sftp/Makefile",
                "vendor/github.com/spf13/cobra/Makefile",
                "vendor/github.com/standardbeagle/claude-go/Makefile",
                "vendor/github.com/yuin/goldmark/Makefile",
                "vendor/go.opentelemetry.io/otel/Makefile",
                "vendor/go.uber.org/goleak/Makefile",
                "vendor/google.golang.org/grpc/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "docs-site/tsconfig.json",
                "e2e/tsconfig.json"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, vendor/github.com/alecthomas/chroma/v2/Makefile, vendor/github.com/charmbracelet/glamour/Taskfile.yml, vendor/github.com/charmbracelet/lipgloss/Taskfile.yaml, vendor/github.com/coder/acp-go-sdk/Makefile, vendor/github.com/coder/acp-go-sdk/mise.toml, vendor/github.com/felixge/httpsnoop/Makefile, vendor/github.com/gobwas/ws/Makefile, vendor/github.com/pkg/sftp/Makefile, vendor/github.com/spf13/cobra/Makefile, vendor/github.com/standardbeagle/claude-go/Makefile, vendor/github.com/yuin/goldmark/Makefile, vendor/go.opentelemetry.io/otel/Makefile, vendor/go.uber.org/goleak/Makefile, vendor/google.golang.org/grpc/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, vendor/github.com/alecthomas/chroma/v2/Makefile, vendor/github.com/charmbracelet/glamour/Taskfile.yml, vendor/github.com/charmbracelet/lipgloss/Taskfile.yaml, vendor/github.com/coder/acp-go-sdk/Makefile, vendor/github.com/coder/acp-go-sdk/mise.toml, vendor/github.com/felixge/httpsnoop/Makefile, vendor/github.com/gobwas/ws/Makefile, vendor/github.com/pkg/sftp/Makefile, vendor/github.com/spf13/cobra/Makefile, vendor/github.com/standardbeagle/claude-go/Makefile, vendor/github.com/yuin/goldmark/Makefile, vendor/go.opentelemetry.io/otel/Makefile, vendor/go.uber.org/goleak/Makefile, vendor/google.golang.org/grpc/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yaml, .golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yaml, .golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "docs-site/tsconfig.json, e2e/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs-site/tsconfig.json, e2e/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 564211,
              "source_files_sampled": 927,
              "oversized_source_files": 10
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "10/927 source files over 60KB",
                "points": 54.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 927,
                      "oversized": 10
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": [
                "vendor/github.com/googleapis/gax-go/v2/apierror/internal/proto/custom_error.proto",
                "vendor/github.com/googleapis/gax-go/v2/apierror/internal/proto/error.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "vendor/github.com/googleapis/gax-go/v2/apierror/internal/proto/custom_error.proto, vendor/github.com/googleapis/gax-go/v2/apierror/internal/proto/error.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "vendor/github.com/googleapis/gax-go/v2/apierror/internal/proto/custom_error.proto, vendor/github.com/googleapis/gax-go/v2/apierror/internal/proto/error.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "go package 'github.com/standardbeagle/agnt' points at a different repository (https://github.com/standardbeagle/agnt); excluded from ecosystem scoring",
    "npm package '@standardbeagle/devtool-mcp' points at a different repository (git+https://github.com/standardbeagle/agnt.git); excluded from ecosystem scoring",
    "pypi package 'devtool-mcp' points at a different repository (https://github.com/standardbeagle/agnt); excluded from ecosystem scoring",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-18T01:33:08.958363Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/standardbeagle/devtool-mcp.svg",
  "full_name": "standardbeagle/devtool-mcp",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}