{
  "project_id": "Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search",
  "repo": "Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search",
  "name": "AutoApply-AI-Agentic-Browser-Automation-for-Job-Search",
  "github_url": "https://github.com/Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search",
  "homepage_url": null,
  "language": "Python",
  "license": null,
  "project_kind": "project",
  "category": [
    "workflow_automation"
  ],
  "tags": [
    "ai",
    "artificial-intelligence",
    "ats",
    "ats-friendly",
    "automation",
    "jobapplication",
    "jobsearch",
    "linkedin",
    "linkedin-scraper",
    "resume",
    "resume-builder",
    "resume-parser"
  ],
  "description": "AutoApply AI is an intelligent system designed to streamline your job search. It automates finding relevant job postings, crafting personalized resumes and cover letters using AI, and assists with application submissions, helping you land your dream job faster.",
  "overview": "Use Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search when the user needs a workflow automation project with docker, library-only, local deployment options.",
  "alternatives": [],
  "related": [
    {
      "repo": "Skyvern-AI/skyvern",
      "reason": "Related to Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search through workflow automation category and docker deployment."
    },
    {
      "repo": "nottelabs/notte",
      "reason": "Related to Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search through workflow automation category and docker deployment."
    },
    {
      "repo": "jupyter-naas/abi",
      "reason": "Related to Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search through workflow automation category and docker deployment."
    },
    {
      "repo": "test-zeus-ai/testzeus-hercules",
      "reason": "Related to Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search through workflow automation category and docker deployment."
    },
    {
      "repo": "hexabot-ai/Hexabot",
      "reason": "Related to Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search through workflow automation category and docker deployment."
    },
    {
      "repo": "vmDeshpande/ai-agent-automation",
      "reason": "Related to Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search through workflow automation category and docker deployment."
    },
    {
      "repo": "openakita/openakita",
      "reason": "Related to Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search through workflow automation category and docker deployment."
    },
    {
      "repo": "Dong90/oh-my-taiyiforge",
      "reason": "Related to Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search through workflow automation category and docker deployment."
    }
  ],
  "dependencies": [
    "Browser automation",
    "LLM provider"
  ],
  "deployments": [
    "docker",
    "library_only",
    "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",
    "users expecting a complete hosted product"
  ],
  "classification": {
    "category": {
      "confidence": "medium",
      "evidence": [
        "Matched \"automation\" in metadata."
      ]
    },
    "deployment": {
      "confidence": "high",
      "evidence": [
        "Found Docker configuration file.",
        "Matched \"pip install\" in repository content.",
        "Matched \"npm 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, postgres.",
        "No Cloudflare deployment signal detected.",
        "No wrangler.toml found in inspected repository files."
      ]
    }
  },
  "quality_signals": {
    "stars": 51,
    "recent_commits": 23,
    "contributors": 1,
    "issue_response_time_hours": null,
    "release_frequency_180d": 0
  },
  "quality_signal_confidence": {
    "stars_30d_delta": "estimated",
    "commits_30d": "complete",
    "releases_180d": "complete",
    "contributors_90d": "complete"
  },
  "quality_score": 7,
  "agent_score": 56,
  "score": 65,
  "agent_score_breakdown": {
    "documentation": 90,
    "maintenance": 20,
    "deployment": 90,
    "popularity": 34,
    "community": 46
  },
  "git_top_score": 65,
  "git_top_score_breakdown": {
    "community": 62,
    "maintenance": 32,
    "documentation": 92,
    "stability": 70,
    "adoption": 50,
    "agent_readability": 90
  },
  "summary": {
    "tl_dr": "Use Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search when the user needs a workflow automation project with docker, library-only, local deployment options.",
    "purpose": "Use Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search when the user needs a workflow automation project with docker, library-only, local 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",
      "users expecting a complete hosted product",
      "single-step utilities",
      "stateless examples"
    ],
    "deployment": [
      "docker",
      "library_only",
      "local",
      "cloud"
    ],
    "alternatives": []
  },
  "evidence": {
    "classification": {
      "category": {
        "confidence": "medium",
        "evidence": [
          "Matched \"automation\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "high",
        "evidence": [
          "Found Docker configuration file.",
          "Matched \"pip install\" in repository content.",
          "Matched \"npm 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, postgres.",
          "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"
    },
    "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"
    ],
    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "users expecting a complete hosted product",
      "Partial or estimated quality signals: stars30dDelta."
    ],
    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-07-14T23:00:16.397Z"
  },
  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "users expecting a complete hosted product",
    "Partial or estimated quality signals: stars30dDelta."
  ],
  "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"
  ],
  "last_verified_at": "2026-07-14T23:00:16.397Z",
  "knowledge": {
    "project": {
      "id": "Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search",
      "owner": "Rayyan9477",
      "name": "AutoApply-AI-Agentic-Browser-Automation-for-Job-Search",
      "full_name": "Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search",
      "github_url": "https://github.com/Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search",
      "homepage_url": null,
      "description": "AutoApply AI is an intelligent system designed to streamline your job search. It automates finding relevant job postings, crafting personalized resumes and cover letters using AI, and assists with application submissions, helping you land your dream job faster.",
      "language": "Python",
      "topics": [
        "ai",
        "artificial-intelligence",
        "ats",
        "ats-friendly",
        "automation",
        "jobapplication",
        "jobsearch",
        "linkedin",
        "linkedin-scraper",
        "resume",
        "resume-builder",
        "resume-parser"
      ],
      "license": null,
      "stars": 51,
      "forks": 16,
      "open_issues": 1,
      "default_branch": "main",
      "created_at": "2025-04-13T23:27:37Z",
      "updated_at": "2026-07-14T20:06:55Z",
      "pushed_at": "2026-07-14T11:29:51Z",
      "synced_at": "2026-07-14T23:00:16.397Z"
    },
    "agent_card": {
      "project_id": "Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search",
      "project_kind": "project",
      "category": "workflow_automation",
      "difficulty": "beginner",
      "deployment": [
        "docker",
        "library_only",
        "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",
        "users expecting a complete hosted product"
      ],
      "alternatives": [],
      "summary_for_agent": "Use Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search when the user needs a workflow automation project with docker, library-only, local deployment options.",
      "classification": {
        "category": {
          "confidence": "medium",
          "evidence": [
            "Matched \"automation\" in metadata."
          ]
        },
        "deployment": {
          "confidence": "high",
          "evidence": [
            "Found Docker configuration file.",
            "Matched \"pip install\" in repository content.",
            "Matched \"npm 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, postgres.",
            "No Cloudflare deployment signal detected.",
            "No wrangler.toml found in inspected repository files."
          ]
        }
      },
      "schema_version": "v1",
      "generated_at": "2026-07-14T23:00:16.397Z"
    },
    "metrics": {
      "project_id": "Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search",
      "stars_30d_delta": 3,
      "commits_30d": 23,
      "releases_180d": 0,
      "contributors_90d": 1,
      "issue_first_response_median_hours": null,
      "recent_push_days": 0,
      "git_score": 7,
      "maintenance_score": 20,
      "signal_confidence": {
        "stars_30d_delta": "estimated",
        "commits_30d": "complete",
        "releases_180d": "complete",
        "contributors_90d": "complete"
      },
      "calculated_at": "2026-07-14T23:00:16.397Z"
    }
  },
  "resolved_from": {
    "requested_id": "Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search",
    "resolved_id": "Rayyan9477/AutoApply-AI-Agentic-Browser-Automation-for-Job-Search",
    "resolution": "direct"
  },
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 946,
    "generated_at": "2026-07-15T01:14:41.285Z",
    "snapshot_id": "d1:946:2026-07-15T01:00:34.891Z",
    "latest_synced_at": "2026-07-15T01:00:34.891Z",
    "schema_version": "git-top.knowledge.v1",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}