{
  "projects": [
    {
      "repo": "IRISX-AI/IRIS-AI",
      "stars": 147,
      "agent": true,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": false,
      "maintenance_score": 51,
      "quality_score": 27,
      "agent_score": 61,
      "best_for": [
        "orchestrate AI workflows",
        "connect tools and services"
      ]
    },
    {
      "repo": "vmDeshpande/ai-agent-automation",
      "stars": 166,
      "agent": true,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": true,
      "maintenance_score": 62,
      "quality_score": 34,
      "agent_score": 73,
      "best_for": [
        "orchestrate AI workflows",
        "connect tools and services"
      ]
    },
    {
      "repo": "langgenius/dify",
      "stars": 146961,
      "agent": true,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": true,
      "maintenance_score": 76,
      "quality_score": 72,
      "agent_score": 90,
      "best_for": [
        "orchestrate AI workflows",
        "connect tools and services"
      ]
    },
    {
      "repo": "Dong90/oh-my-taiyiforge",
      "stars": 805,
      "agent": false,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": true,
      "maintenance_score": 57,
      "quality_score": 52,
      "agent_score": 69,
      "best_for": [
        "orchestrate AI workflows",
        "connect tools and services"
      ]
    }
  ],
  "winner": "langgenius/dify",
  "reasoning": "langgenius/dify has the strongest combined agent score and maintenance profile in this comparison.",
  "summary": "langgenius/dify leads 4 compared projects. Review the decision matrix before treating it as the default recommendation.",
  "stats": {
    "candidate_count": 4,
    "cloudflare_ready_count": 0,
    "docker_ready_count": 3,
    "local_ready_count": 4,
    "highest_agent_score": 90,
    "highest_quality_score": 72
  },
  "decision_matrix": [
    {
      "repo": "IRISX-AI/IRIS-AI",
      "strengths": [
        "Useful baseline candidate for comparison."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "vmDeshpande/ai-agent-automation",
      "strengths": [
        "Useful baseline candidate for comparison."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "langgenius/dify",
      "strengths": [
        "Leads this comparison context.",
        "Strong agent score at 90/100.",
        "Strong quality score at 72/100."
      ],
      "tradeoffs": [],
      "next_step": "Inspect score and graph before adopting."
    },
    {
      "repo": "Dong90/oh-my-taiyiforge",
      "strengths": [
        "Useful baseline candidate for comparison."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    }
  ],
  "next_actions": [
    {
      "label": "Open winning project",
      "href": "/projects/langgenius/dify",
      "kind": "project"
    },
    {
      "label": "Inspect graph",
      "href": "/graph/langgenius/dify",
      "kind": "graph"
    },
    {
      "label": "Find alternatives",
      "href": "/alternatives/langgenius/dify",
      "kind": "alternatives"
    },
    {
      "label": "Explain score",
      "href": "/score/langgenius/dify",
      "kind": "score"
    },
    {
      "label": "Get recommendations",
      "href": "/api/recommend?limit=5",
      "kind": "recommend"
    }
  ],
  "context": {},
  "project_ids": [
    "IRISX-AI/IRIS-AI",
    "vmDeshpande/ai-agent-automation",
    "langgenius/dify",
    "Dong90/oh-my-taiyiforge"
  ],
  "requested_repos": [
    "IRISX-AI/IRIS-AI",
    "vmDeshpande/ai-agent-automation",
    "langgenius/dify",
    "Dong90/oh-my-taiyiforge"
  ],
  "resolved_repos": [
    {
      "requested_id": "IRISX-AI/IRIS-AI",
      "resolved_id": "IRISX-AI/IRIS-AI",
      "resolution": "direct"
    },
    {
      "requested_id": "vmDeshpande/ai-agent-automation",
      "resolved_id": "vmDeshpande/ai-agent-automation",
      "resolution": "direct"
    },
    {
      "requested_id": "langgenius/dify",
      "resolved_id": "langgenius/dify",
      "resolution": "direct"
    },
    {
      "requested_id": "Dong90/oh-my-taiyiforge",
      "resolved_id": "Dong90/oh-my-taiyiforge",
      "resolution": "direct"
    }
  ],
  "order": "input",
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 772,
    "generated_at": "2026-07-04T12:16:24.573Z",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}