{
  "project_id": "suxrobGM/jobpilot",
  "repo": "suxrobGM/jobpilot",
  "name": "jobpilot",
  "github_url": "https://github.com/suxrobGM/jobpilot",
  "homepage_url": "https://jobpilot.suxrobgm.net",
  "language": "TypeScript",
  "license": "MIT",
  "project_kind": "project",
  "category": [
    "workflow_automation"
  ],
  "tags": [
    "ai-agents",
    "automation",
    "autonomous-agents",
    "claude-code",
    "claude-code-plugin",
    "codex",
    "codex-plugin",
    "cover-letter",
    "job-application",
    "job-application-automation",
    "job-search",
    "playwright",
    "resume"
  ],
  "description": "An AI agent that applies to jobs for you - searches boards, tailors your resume, fills applications, messages recruiters. All from a real browser on your machine, on your Claude Code or Codex subscription.",
  "overview": "Use suxrobGM/jobpilot when the user needs a workflow automation project with docker, local, cloud deployment options.",
  "alternatives": [
    {
      "repo": "microsoft/playwright",
      "reason": "Same workflow automation intent with browser_automation, workflow overlap."
    },
    {
      "repo": "Skyvern-AI/skyvern",
      "reason": "Same workflow automation intent with browser_automation, workflow overlap."
    },
    {
      "repo": "puppeteer/puppeteer",
      "reason": "Same workflow automation intent with browser_automation, workflow overlap."
    }
  ],
  "related": [
    {
      "repo": "DekaPrayoga/AurixAgent",
      "reason": "Related to suxrobGM/jobpilot through workflow automation category and docker deployment."
    },
    {
      "repo": "test-zeus-ai/testzeus-hercules",
      "reason": "Related to suxrobGM/jobpilot through workflow automation category and docker deployment."
    },
    {
      "repo": "agent-sh/agentsys",
      "reason": "Related to suxrobGM/jobpilot through workflow automation category and local deployment."
    },
    {
      "repo": "langgenius/dify",
      "reason": "Related to suxrobGM/jobpilot through workflow automation category and docker deployment."
    },
    {
      "repo": "Dong90/oh-my-taiyiforge",
      "reason": "Related to suxrobGM/jobpilot through workflow automation category and docker deployment."
    },
    {
      "repo": "golutra/golutra",
      "reason": "Related to suxrobGM/jobpilot through workflow automation category and local deployment."
    },
    {
      "repo": "fancyboi999/open-tag",
      "reason": "Related to suxrobGM/jobpilot through workflow automation category and docker deployment."
    },
    {
      "repo": "SantanderAI/ralph",
      "reason": "Related to suxrobGM/jobpilot through workflow automation category and local deployment."
    }
  ],
  "dependencies": [
    "Browser automation",
    "LLM provider"
  ],
  "deployments": [
    "docker",
    "local",
    "cloud"
  ],
  "difficulty": "beginner",
  "cloudflare_ready": false,
  "use_cases": [
    "orchestrate AI workflows",
    "connect tools and services",
    "automate repeated tasks"
  ],
  "not_good_for": [
    "edge-only Cloudflare Workers deployment without adaptation"
  ],
  "classification": {
    "category": {
      "confidence": "medium",
      "evidence": [
        "Matched \"automation\" 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."
      ]
    }
  },
  "quality_signals": {
    "stars": 64,
    "recent_commits": 54,
    "contributors": 2,
    "issue_response_time_hours": null,
    "release_frequency_180d": 45
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "estimated",
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 25,
  "agent_score": 62,
  "score": 77,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 49,
    "deployment": 80,
    "popularity": 36,
    "community": 47
  },
  "git_top_score": 77,
  "git_top_score_breakdown": {
    "community": 66,
    "maintenance": 65,
    "documentation": 84,
    "stability": 100,
    "adoption": 51,
    "agent_readability": 100
  },
  "verification": {
    "schema_version": "git-top.verification.v1",
    "overall_status": "partial",
    "observed_at": "2026-09-03T08:01:07.118Z",
    "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 suxrobGM/jobpilot when the user needs a workflow automation project with docker, local, cloud deployment options.",
    "purpose": "Use suxrobGM/jobpilot when the user needs a workflow automation project with docker, local, cloud deployment options.",
    "install": "Run with Docker using the repository's container instructions.",
    "inputs": [
      "triggers",
      "jobs",
      "state"
    ],
    "outputs": [
      "automation runs",
      "orchestrated steps",
      "workflow events"
    ],
    "good_for": [
      "orchestrate AI workflows",
      "connect tools and services",
      "automate repeated tasks",
      "scheduled jobs",
      "durable workflows",
      "service orchestration"
    ],
    "not_good_for": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "single-step utilities",
      "stateless examples"
    ],
    "deployment": [
      "docker",
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "microsoft/playwright",
        "reason": "Same workflow automation intent with browser_automation, workflow overlap."
      },
      {
        "repo": "Skyvern-AI/skyvern",
        "reason": "Same workflow automation intent with browser_automation, workflow overlap."
      },
      {
        "repo": "puppeteer/puppeteer",
        "reason": "Same workflow automation intent with browser_automation, workflow overlap."
      }
    ]
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"automation\" 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."
        ]
      }
    },
    "quality_signal_confidence": {
      "stars_30d_delta": "estimated",
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
    },
    "verification": {
      "schema_version": "git-top.verification.v1",
      "overall_status": "partial",
      "observed_at": "2026-09-03T08:01:07.118Z",
      "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",
      "Partial or estimated quality signals: stars30dDelta.",
      "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": "2026-09-03T08:01:07.118Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "Partial or estimated quality signals: stars30dDelta.",
    "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.",
  "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": "2026-09-03T08:01:07.118Z",
  "knowledge": {
    "project": {
      "id": "suxrobGM/jobpilot",
      "owner": "suxrobGM",
      "name": "jobpilot",
      "full_name": "suxrobGM/jobpilot",
      "github_url": "https://github.com/suxrobGM/jobpilot",
      "homepage_url": "https://jobpilot.suxrobgm.net",
      "description": "An AI agent that applies to jobs for you - searches boards, tailors your resume, fills applications, messages recruiters. All from a real browser on your machine, on your Claude Code or Codex subscription.",
      "language": "TypeScript",
      "topics": [
        "ai-agents",
        "automation",
        "autonomous-agents",
        "claude-code",
        "claude-code-plugin",
        "codex",
        "codex-plugin",
        "cover-letter",
        "job-application",
        "job-application-automation",
        "job-search",
        "playwright",
        "resume"
      ],
      "license": "MIT",
      "stars": 64,
      "forks": 15,
      "open_issues": 6,
      "default_branch": "main",
      "created_at": "2026-03-22T03:17:24Z",
      "updated_at": "2026-09-01T21:59:03Z",
      "pushed_at": "2026-08-31T05:03:32Z",
      "synced_at": "2026-09-03T08:01:07.118Z"
    },
    "agent_card": {
      "project_id": "suxrobGM/jobpilot",
      "project_kind": "project",
      "category": "workflow_automation",
      "difficulty": "beginner",
      "deployment": [
        "docker",
        "local",
        "cloud"
      ],
      "cloudflare_ready": false,
      "use_cases": [
        "orchestrate AI workflows",
        "connect tools and services",
        "automate repeated tasks"
      ],
      "not_good_for": [
        "edge-only Cloudflare Workers deployment without adaptation"
      ],
      "alternatives": [
        {
          "project_id": "microsoft/playwright",
          "reason": "Same workflow automation intent with browser_automation, workflow overlap."
        },
        {
          "project_id": "Skyvern-AI/skyvern",
          "reason": "Same workflow automation intent with browser_automation, workflow overlap."
        },
        {
          "project_id": "puppeteer/puppeteer",
          "reason": "Same workflow automation intent with browser_automation, workflow overlap."
        }
      ],
      "summary_for_agent": "Use suxrobGM/jobpilot when the user needs a workflow automation project with docker, local, cloud deployment options.",
      "classification": {
        "category": {
          "confidence": "medium",
          "evidence": [
            "Matched \"automation\" 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."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-09-03T08:01:07.118Z"
    },
    "metrics": {
      "project_id": "suxrobGM/jobpilot",
      "stars_30d_delta": 12,
      "commits_30d": 54,
      "releases_180d": 45,
      "contributors_90d": 2,
      "issue_first_response_median_hours": null,
      "recent_push_days": 3,
      "git_score": 25,
      "maintenance_score": 49,
      "signal_confidence": {
        "stars_30d_delta": "estimated",
        "commits_30d": "complete",
        "releases_180d": "complete",
        "contributors_90d": "complete"
      },
      "calculated_at": "2026-09-03T08:01:07.118Z"
    }
  },
  "resolved_from": {
    "requested_id": "suxrobGM/jobpilot",
    "resolved_id": "suxrobGM/jobpilot",
    "resolution": "direct"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 1214,
    "generated_at": "2026-09-09T00:30:32.692Z",
    "snapshot_id": "d1:1214:2026-09-09T00:01:19.799Z",
    "latest_synced_at": "2026-09-09T00:01:19.799Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}