{
  "project": {
    "project_id": "SigNoz/dashboards",
    "repo": "SigNoz/dashboards",
    "name": "dashboards",
    "description": "A collection of SigNoz dashboard templates in JSON format for monitoring popular services such as MySQL, MongoDB, APM, JVM, and more. Easily import and customize these dashboards to visualize your application’s performance and metrics with SigNoz.",
    "category": [
      "ai_app_template"
    ],
    "language": null,
    "license": "Apache-2.0"
  },
  "project_id": "SigNoz/dashboards",
  "score": 74,
  "git_top_score": 74,
  "quality_score": 12,
  "agent_score": 59,
  "verification": {
    "schema_version": "git-top.verification.v1",
    "overall_status": "partial",
    "observed_at": "2026-09-20T00:30:32.433Z",
    "signals": {
      "activity": {
        "status": "observed",
        "source": "github_metadata",
        "evidence": [
          "project.pushed_at",
          "metrics.recent_push_days"
        ]
      },
      "license": {
        "status": "observed",
        "source": "github_metadata",
        "evidence": [
          "project.license"
        ]
      },
      "documentation": {
        "status": "observed",
        "source": "github_metadata",
        "evidence": [
          "project.description"
        ]
      },
      "runtime": {
        "status": "inferred",
        "source": "git_top_heuristic",
        "evidence": [
          "agent_card.deployment",
          "agent_card.cloudflare_ready"
        ]
      },
      "install": {
        "status": "not_applicable",
        "source": "git_top_runtime",
        "evidence": [
          "collection/resource hub has no single install target"
        ]
      },
      "security": {
        "status": "not_run",
        "source": "git_top_runtime",
        "evidence": [
          "dependency/security scan is not enabled"
        ]
      },
      "mcp": {
        "status": "not_applicable",
        "source": "git_top_runtime",
        "evidence": [
          "project is not classified as mcp_server"
        ]
      }
    },
    "coverage": {
      "observed": 3,
      "inferred": 1,
      "not_run": 1,
      "unknown": 0
    },
    "next_steps": [
      "Run a dependency and security scan before treating the score as a trust claim."
    ]
  },
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 38,
    "documentation": 84,
    "stability": 70,
    "adoption": 68,
    "agent_readability": 90
  },
  "dimensions": [
    {
      "key": "community",
      "label": "Community",
      "score": 100,
      "weight": 16,
      "contribution": 16,
      "explanation": "Community reflects contributor activity and ecosystem attention. Current contributor signal is 23."
    },
    {
      "key": "maintenance",
      "label": "Maintenance",
      "score": 38,
      "weight": 20,
      "contribution": 7.6,
      "explanation": "Maintenance reflects repository activity, commits, releases, issue-response signals, and recent push freshness."
    },
    {
      "key": "documentation",
      "label": "Documentation",
      "score": 84,
      "weight": 16,
      "contribution": 13.4,
      "explanation": "Agent-readable documentation signals are strong enough for recommendation workflows."
    },
    {
      "key": "stability",
      "label": "Stability",
      "score": 70,
      "weight": 16,
      "contribution": 11.2,
      "explanation": "Stability reflects release cadence, issue load, recent activity, and maturity signals."
    },
    {
      "key": "adoption",
      "label": "Adoption",
      "score": 68,
      "weight": 16,
      "contribution": 10.9,
      "explanation": "Adoption is normalized from stars, forks, and ecosystem attention signals."
    },
    {
      "key": "agent_readability",
      "label": "Agent Readability",
      "score": 90,
      "weight": 16,
      "contribution": 14.4,
      "explanation": "Agent readability reflects summaries, use cases, tradeoffs, dependencies, alternatives, and deployment clarity."
    }
  ],
  "summary": "SigNoz/dashboards scores 74/100. Community is strongest at 100/100; Maintenance is the lowest dimension at 38/100.",
  "adoption_guidance": "Promising candidate. Review risk flags, weakest score dimension, and alternatives before recommending it as the default choice.",
  "risk_flags": [
    "Maintenance is the weakest dimension at 38/100.",
    "Known caveat: users expecting a single installable runtime or library"
  ],
  "score_confidence": {
    "level": "medium",
    "summary": "Score evidence is usable for comparison, but agents should cite the review notes before making a strong recommendation.",
    "reasons": [
      "Classification evidence: 1/4 classification signals are high-confidence.",
      "Agent-readable context: 3 use cases and 0 inferred dependencies are available."
    ],
    "evidence_checklist": [
      {
        "signal": "Classification evidence",
        "status": "weak",
        "description": "1/4 classification signals are high-confidence."
      },
      {
        "signal": "Quality signal completeness",
        "status": "strong",
        "description": "4 quality signals are complete or snapshot-backed."
      },
      {
        "signal": "Deployment clarity",
        "status": "strong",
        "description": "2 deployment targets are indexed."
      },
      {
        "signal": "Agent-readable context",
        "status": "review",
        "description": "3 use cases and 0 inferred dependencies are available."
      },
      {
        "signal": "Tradeoff disclosure",
        "status": "strong",
        "description": "2 caveats are indexed for adoption decisions."
      }
    ],
    "citation_guidance": "When citing this score, include metadata.source, weakest_dimension, risk_flags, and score_confidence.level."
  },
  "next_actions": [
    {
      "label": "Open project knowledge",
      "href": "/projects/SigNoz/dashboards",
      "kind": "project"
    },
    {
      "label": "Inspect graph",
      "href": "/graph/SigNoz/dashboards",
      "kind": "graph"
    },
    {
      "label": "Find alternatives",
      "href": "/alternatives/SigNoz/dashboards",
      "kind": "alternatives"
    },
    {
      "label": "Compare shortlist",
      "href": "/api/compare?repos=SigNoz/dashboards",
      "kind": "compare"
    },
    {
      "label": "Get category recommendations",
      "href": "/api/recommend?category=ai_app_template&limit=5",
      "kind": "recommend"
    }
  ],
  "strongest_dimension": {
    "key": "community",
    "label": "Community",
    "score": 100,
    "weight": 16,
    "contribution": 16,
    "explanation": "Community reflects contributor activity and ecosystem attention. Current contributor signal is 23."
  },
  "weakest_dimension": {
    "key": "maintenance",
    "label": "Maintenance",
    "score": 38,
    "weight": 20,
    "contribution": 7.6,
    "explanation": "Maintenance reflects repository activity, commits, releases, issue-response signals, and recent push freshness."
  },
  "related_scores": {
    "quality_score": 12,
    "agent_score": 59,
    "agent_score_breakdown": {
      "documentation": 90,
      "maintenance": 26,
      "deployment": 70,
      "popularity": 43,
      "community": 68
    }
  },
  "evidence": {
    "deployments": [
      "local",
      "cloud"
    ],
    "dependencies": [],
    "use_cases": [
      "discover related AI projects",
      "compare implementation patterns",
      "bootstrap project selection"
    ],
    "not_good_for": [
      "users expecting a single installable runtime or library",
      "edge-only Cloudflare Workers deployment without adaptation"
    ],
    "quality_signals": {
      "stars": 141,
      "recent_commits": 33,
      "contributors": 23,
      "issue_response_time_hours": null,
      "release_frequency_180d": 0
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 33,
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "verification": {
      "schema_version": "git-top.verification.v1",
      "overall_status": "partial",
      "observed_at": "2026-09-20T00:30:32.433Z",
      "signals": {
        "activity": {
          "status": "observed",
          "source": "github_metadata",
          "evidence": [
            "project.pushed_at",
            "metrics.recent_push_days"
          ]
        },
        "license": {
          "status": "observed",
          "source": "github_metadata",
          "evidence": [
            "project.license"
          ]
        },
        "documentation": {
          "status": "observed",
          "source": "github_metadata",
          "evidence": [
            "project.description"
          ]
        },
        "runtime": {
          "status": "inferred",
          "source": "git_top_heuristic",
          "evidence": [
            "agent_card.deployment",
            "agent_card.cloudflare_ready"
          ]
        },
        "install": {
          "status": "not_applicable",
          "source": "git_top_runtime",
          "evidence": [
            "collection/resource hub has no single install target"
          ]
        },
        "security": {
          "status": "not_run",
          "source": "git_top_runtime",
          "evidence": [
            "dependency/security scan is not enabled"
          ]
        },
        "mcp": {
          "status": "not_applicable",
          "source": "git_top_runtime",
          "evidence": [
            "project is not classified as mcp_server"
          ]
        }
      },
      "coverage": {
        "observed": 3,
        "inferred": 1,
        "not_run": 1,
        "unknown": 0
      },
      "next_steps": [
        "Run a dependency and security scan before treating the score as a trust claim."
      ]
    },
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"template\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "medium",
        "evidence": [
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "Repository has under 10k stars, so complexity is treated conservatively."
        ]
      },
      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "source_fields": [
      "project.description",
      "project.topics",
      "project.language",
      "project.license",
      "agent_card.summary_for_agent",
      "agent_card.use_cases",
      "agent_card.deployment",
      "agent_card.classification",
      "metrics",
      "verification.signals"
    ],
    "caveats": [
      "users expecting a single installable runtime or library",
      "edge-only Cloudflare Workers deployment without adaptation",
      "Collection/resource hub; not a single installable runtime.",
      "Independent installation, security, or runtime probes have not been run for this project."
    ],
    "confidence_reason": "Evidence is incomplete; use this project as an exploration candidate until classification and quality signals are reviewed.",
    "last_verified_at": "2026-09-20T00:30:32.433Z"
  },
  "caveats": [
    "users expecting a single installable runtime or library",
    "edge-only Cloudflare Workers deployment without adaptation",
    "Collection/resource hub; not a single installable runtime.",
    "Independent installation, security, or runtime probes have not been run for this project."
  ],
  "confidence_reason": "Score evidence is usable for comparison, but agents should cite the review notes before making a strong recommendation.",
  "source_fields": [
    "project.description",
    "project.topics",
    "project.language",
    "project.license",
    "agent_card.summary_for_agent",
    "agent_card.use_cases",
    "agent_card.deployment",
    "agent_card.classification",
    "metrics",
    "verification.signals"
  ],
  "last_verified_at": "2026-09-20T00:30:32.433Z",
  "links": {
    "page": "/score/SigNoz/dashboards",
    "project_api": "/api/project/SigNoz/dashboards",
    "graph_api": "/api/graph/SigNoz/dashboards",
    "alternatives_api": "/api/alternatives/SigNoz/dashboards",
    "compare_api": "/api/compare?repos=SigNoz/dashboards",
    "recommendations_api": "/api/recommend?category=ai_app_template&limit=5"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 1213,
    "generated_at": "2026-09-20T13:04:36.595Z",
    "snapshot_id": "d1:1213:2026-09-20T13:01:12.652Z",
    "latest_synced_at": "2026-09-20T13:01:12.652Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}