{
  "project_id": "vivekchand/clawmetry",
  "repo": "vivekchand/clawmetry",
  "name": "clawmetry",
  "github_url": "https://github.com/vivekchand/clawmetry",
  "homepage_url": "https://clawmetry.com",
  "language": "Python",
  "license": "MIT",
  "project_kind": "project",
  "category": [
    "coding_agent"
  ],
  "tags": [
    "agent-monitoring",
    "ai-agent",
    "ai-agents",
    "aider",
    "claude-code",
    "clawmetry",
    "codex",
    "cost-tracking",
    "cursor",
    "developer-tools",
    "gemini-cli",
    "github-copilot",
    "goose",
    "llm",
    "llm-observability",
    "monitoring",
    "observability",
    "openclaw",
    "opentelemetry",
    "python"
  ],
  "description": "See your agent think. Zero-config observability & governance for 30 AI agent runtimes: Claude Code, OpenAI Codex, Hermes, OpenClaw & 26 more. Live token costs, sessions, tool calls, crons.",
  "overview": "Use vivekchand/clawmetry when the user needs a coding agent project with docker, library-only, local deployment options.",
  "alternatives": [
    {
      "repo": "OpenHands/OpenHands",
      "reason": "Same coding agent intent with coding_agent, workflow overlap."
    },
    {
      "repo": "sgl-project/sglang",
      "reason": "Same coding agent intent with coding_agent, workflow overlap."
    },
    {
      "repo": "superset-sh/superset",
      "reason": "Same coding agent intent with coding_agent, workflow overlap."
    }
  ],
  "related": [
    {
      "repo": "agentforce314/clawcodex",
      "reason": "Related to vivekchand/clawmetry through coding agent category and library_only deployment."
    },
    {
      "repo": "TaewoooPark/Agent-Blackbox",
      "reason": "Related to vivekchand/clawmetry through coding agent category and library_only deployment."
    },
    {
      "repo": "openlit/openlit",
      "reason": "Related to vivekchand/clawmetry through coding agent category and docker deployment."
    },
    {
      "repo": "kstevica/captain-claw",
      "reason": "Related to vivekchand/clawmetry through coding agent category and docker deployment."
    },
    {
      "repo": "askalf/dario",
      "reason": "Related to vivekchand/clawmetry through coding agent category and docker deployment."
    },
    {
      "repo": "SirAllap/agentglass",
      "reason": "Related to vivekchand/clawmetry through coding agent category and docker deployment."
    },
    {
      "repo": "kittors/CliRelay",
      "reason": "Related to vivekchand/clawmetry through coding agent category and docker deployment."
    },
    {
      "repo": "jwadow/kiro-gateway",
      "reason": "Related to vivekchand/clawmetry through coding agent category and docker deployment."
    }
  ],
  "dependencies": [
    "LLM provider"
  ],
  "deployments": [
    "docker",
    "library_only",
    "local",
    "cloud"
  ],
  "difficulty": "beginner",
  "cloudflare_ready": false,
  "use_cases": [
    "build AI coding assistants",
    "automate developer workflows",
    "integrate codebase-aware agents"
  ],
  "not_good_for": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product"
  ],
  "classification": {
    "category": {
      "confidence": "high",
      "evidence": [
        "Matched \"ide\" in metadata.",
        "Matched \"aider\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Found Docker configuration file.",
        "Matched \"pip install\" in repository content.",
        "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": [
        "Runtime blocker: python.",
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 420,
    "recent_commits": 100,
    "contributors": 18,
    "issue_response_time_hours": null,
    "release_frequency_180d": 100
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "snapshot",
    "stars30d_window_days": 33,
    "commits_30d": "partial",
    "releases_180d": "partial",
    "contributors_90d": "complete"
  },
  "quality_score": 33,
  "agent_score": 72,
  "score": 88,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 61,
    "deployment": 90,
    "popularity": 52,
    "community": 63
  },
  "git_top_score": 88,
  "git_top_score_breakdown": {
    "community": 100,
    "maintenance": 73,
    "documentation": 84,
    "stability": 100,
    "adoption": 76,
    "agent_readability": 100
  },
  "verification": {
    "schema_version": "git-top.verification.v1",
    "overall_status": "partial",
    "observed_at": "2026-09-25T09:31:09.430Z",
    "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_run",
        "source": "git_top_runtime",
        "evidence": [
          "installation/build probe is not enabled"
        ]
      },
      "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": 2,
      "unknown": 0
    },
    "next_steps": [
      "Run an installation/build probe before production adoption.",
      "Run a dependency and security scan before treating the score as a trust claim."
    ]
  },
  "summary": {
    "tl_dr": "Use vivekchand/clawmetry when the user needs a coding agent project with docker, library-only, local deployment options.",
    "purpose": "Use vivekchand/clawmetry when the user needs a coding agent project with docker, library-only, local deployment options.",
    "install": "Run with Docker using the repository's container instructions.",
    "inputs": [
      "coding task",
      "repo context",
      "tool permissions"
    ],
    "outputs": [
      "code changes",
      "patches",
      "developer assistant actions"
    ],
    "good_for": [
      "build AI coding assistants",
      "automate developer workflows",
      "integrate codebase-aware agents",
      "software engineering tasks",
      "code editing",
      "repo automation"
    ],
    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "static documentation sites",
      "non-code workflows"
    ],
    "deployment": [
      "docker",
      "library_only",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "OpenHands/OpenHands",
        "reason": "Same coding agent intent with coding_agent, workflow overlap."
      },
      {
        "repo": "sgl-project/sglang",
        "reason": "Same coding agent intent with coding_agent, workflow overlap."
      },
      {
        "repo": "superset-sh/superset",
        "reason": "Same coding agent intent with coding_agent, workflow overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "high",
        "evidence": [
          "Matched \"ide\" in metadata.",
          "Matched \"aider\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Found Docker configuration file.",
          "Matched \"pip install\" in repository content.",
          "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": [
          "Runtime blocker: python.",
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "snapshot",
      "stars30d_window_days": 33,
      "commits_30d": "partial",
      "releases_180d": "partial",
      "contributors_90d": "complete"
    },
    "verification": {
      "schema_version": "git-top.verification.v1",
      "overall_status": "partial",
      "observed_at": "2026-09-25T09:31:09.430Z",
      "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_run",
          "source": "git_top_runtime",
          "evidence": [
            "installation/build probe is not enabled"
          ]
        },
        "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": 2,
        "unknown": 0
      },
      "next_steps": [
        "Run an installation/build probe before production adoption.",
        "Run a dependency and security scan before treating the score as a trust claim."
      ]
    },
    "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": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "Partial or estimated quality signals: commits30d, releases180d.",
      "Independent installation, security, or runtime probes have not been run for this project."
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-09-25T09:31:09.430Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Partial or estimated quality signals: commits30d, releases180d.",
    "Independent installation, security, or runtime probes have not been run for this project."
  ],
  "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats 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": "2026-09-25T09:31:09.430Z",
  "knowledge": {
    "project": {
      "id": "vivekchand/clawmetry",
      "owner": "vivekchand",
      "name": "clawmetry",
      "full_name": "vivekchand/clawmetry",
      "github_url": "https://github.com/vivekchand/clawmetry",
      "homepage_url": "https://clawmetry.com",
      "description": "See your agent think. Zero-config observability & governance for 30 AI agent runtimes: Claude Code, OpenAI Codex, Hermes, OpenClaw & 26 more. Live token costs, sessions, tool calls, crons.",
      "language": "Python",
      "topics": [
        "agent-monitoring",
        "ai-agent",
        "ai-agents",
        "aider",
        "claude-code",
        "clawmetry",
        "codex",
        "cost-tracking",
        "cursor",
        "developer-tools",
        "gemini-cli",
        "github-copilot",
        "goose",
        "llm",
        "llm-observability",
        "monitoring",
        "observability",
        "openclaw",
        "opentelemetry",
        "python"
      ],
      "license": "MIT",
      "stars": 420,
      "forks": 70,
      "open_issues": 66,
      "default_branch": "main",
      "created_at": "2026-02-13T06:49:19Z",
      "updated_at": "2026-09-25T06:44:02Z",
      "pushed_at": "2026-09-25T09:06:47Z",
      "synced_at": "2026-09-25T09:31:09.430Z"
    },
    "agent_card": {
      "project_id": "vivekchand/clawmetry",
      "project_kind": "project",
      "category": "coding_agent",
      "difficulty": "beginner",
      "deployment": [
        "docker",
        "library_only",
        "local",
        "cloud"
      ],
      "cloudflare_ready": false,
      "use_cases": [
        "build AI coding assistants",
        "automate developer workflows",
        "integrate codebase-aware agents"
      ],
      "not_good_for": [
        "edge-only Cloudflare Workers deployment without adaptation",
        "users expecting a complete hosted product"
      ],
      "alternatives": [
        {
          "project_id": "OpenHands/OpenHands",
          "reason": "Same coding agent intent with coding_agent, workflow overlap."
        },
        {
          "project_id": "sgl-project/sglang",
          "reason": "Same coding agent intent with coding_agent, workflow overlap."
        },
        {
          "project_id": "superset-sh/superset",
          "reason": "Same coding agent intent with coding_agent, workflow overlap."
        }
      ],
      "summary_for_agent": "Use vivekchand/clawmetry when the user needs a coding agent project with docker, library-only, local deployment options.",
      "classification": {
        "category": {
          "confidence": "high",
          "evidence": [
            "Matched \"ide\" in metadata.",
            "Matched \"aider\" in metadata."
          ]
        },
        "deployment": {
          "confidence": "high",
          "evidence": [
            "Found Docker configuration file.",
            "Matched \"pip install\" in repository content.",
            "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": [
            "Runtime blocker: python.",
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-09-25T09:31:09.430Z"
    },
    "metrics": {
      "project_id": "vivekchand/clawmetry",
      "stars_30d_delta": 21,
      "commits_30d": 100,
      "releases_180d": 100,
      "contributors_90d": 18,
      "issue_first_response_median_hours": null,
      "recent_push_days": 0,
      "git_score": 33,
      "maintenance_score": 61,
      "signal_confidence": {
        "stars_30d_delta": "snapshot",
        "stars30d_window_days": 33,
        "commits_30d": "partial",
        "releases_180d": "partial",
        "contributors_90d": "complete"
      },
      "calculated_at": "2026-09-25T09:31:09.430Z"
    }
  },
  "resolved_from": {
    "requested_id": "vivekchand/clawmetry",
    "resolved_id": "vivekchand/clawmetry",
    "resolution": "direct"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 1213,
    "generated_at": "2026-09-26T16:50:08.327Z",
    "snapshot_id": "d1:1213:2026-09-26T16:31:17.417Z",
    "latest_synced_at": "2026-09-26T16:31:17.417Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}