{
  "projects": [
    {
      "repo": "alibaba/open-code-review",
      "stars": 10241,
      "agent": true,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": false,
      "maintenance_score": 67,
      "quality_score": 77,
      "agent_score": 80,
      "best_for": [
        "build agents with open-code-review",
        "orchestrate LLM tools"
      ]
    },
    {
      "repo": "charmbracelet/crush",
      "stars": 26287,
      "agent": true,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": false,
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      "quality_score": 64,
      "agent_score": 88,
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        "build agents with crush",
        "orchestrate LLM tools"
      ]
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    {
      "repo": "unslothai/unsloth",
      "stars": 67959,
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      "quality_score": 70,
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      "best_for": [
        "build agents with unsloth",
        "orchestrate LLM tools"
      ]
    },
    {
      "repo": "CopilotKit/CopilotKit",
      "stars": 35874,
      "agent": true,
      "local": true,
      "cloud": true,
      "cloudflare": false,
      "docker": true,
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      "quality_score": 58,
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      ]
    }
  ],
  "winner": "unslothai/unsloth",
  "reasoning": "unslothai/unsloth has the strongest combined agent score and maintenance profile in this comparison.",
  "summary": "unslothai/unsloth 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": 2,
    "local_ready_count": 4,
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    "highest_quality_score": 77
  },
  "decision_matrix": [
    {
      "repo": "alibaba/open-code-review",
      "strengths": [
        "Strong agent score at 80/100.",
        "Strong quality score at 77/100."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "charmbracelet/crush",
      "strengths": [
        "Strong agent score at 88/100."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    },
    {
      "repo": "unslothai/unsloth",
      "strengths": [
        "Leads this comparison context.",
        "Strong agent score at 90/100.",
        "Strong quality score at 70/100."
      ],
      "tradeoffs": [],
      "next_step": "Inspect score and graph before adopting."
    },
    {
      "repo": "CopilotKit/CopilotKit",
      "strengths": [
        "Strong agent score at 88/100."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    }
  ],
  "next_actions": [
    {
      "label": "Open winning project",
      "href": "/projects/unslothai/unsloth",
      "kind": "project"
    },
    {
      "label": "Inspect graph",
      "href": "/graph/unslothai/unsloth",
      "kind": "graph"
    },
    {
      "label": "Find alternatives",
      "href": "/alternatives/unslothai/unsloth",
      "kind": "alternatives"
    },
    {
      "label": "Explain score",
      "href": "/score/unslothai/unsloth",
      "kind": "score"
    },
    {
      "label": "Get recommendations",
      "href": "/api/recommend?limit=5",
      "kind": "recommend"
    }
  ],
  "context": {},
  "project_ids": [
    "alibaba/open-code-review",
    "charmbracelet/crush",
    "unslothai/unsloth",
    "CopilotKit/CopilotKit"
  ],
  "requested_repos": [
    "alibaba/open-code-review",
    "charmbracelet/crush",
    "unslothai/unsloth",
    "CopilotKit/CopilotKit"
  ],
  "resolved_repos": [
    {
      "requested_id": "alibaba/open-code-review",
      "resolved_id": "alibaba/open-code-review",
      "resolution": "direct"
    },
    {
      "requested_id": "charmbracelet/crush",
      "resolved_id": "charmbracelet/crush",
      "resolution": "direct"
    },
    {
      "requested_id": "unslothai/unsloth",
      "resolved_id": "unslothai/unsloth",
      "resolution": "direct"
    },
    {
      "requested_id": "CopilotKit/CopilotKit",
      "resolved_id": "CopilotKit/CopilotKit",
      "resolution": "direct"
    }
  ],
  "order": "input",
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 899,
    "generated_at": "2026-07-10T16:07:11.996Z",
    "loaded_project_limit": 2000,
    "truncated": false
  }
}