{
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    {
      "repo": "google/mantis",
      "stars": 375,
      "agent": true,
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      "cloud": true,
      "cloudflare": false,
      "docker": true,
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      "quality_score": 17,
      "agent_score": 57,
      "best_for": [
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        "automate developer workflows"
      ]
    },
    {
      "repo": "kstevica/captain-claw",
      "stars": 161,
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      "cloud": true,
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    {
      "repo": "Nano-Collective/nanocoder",
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    {
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  ],
  "winner": "Nano-Collective/nanocoder",
  "reasoning": "Nano-Collective/nanocoder has the strongest combined agent score and maintenance profile in this comparison.",
  "summary": "Nano-Collective/nanocoder leads 4 compared projects. Review the decision matrix before treating it as the default recommendation.",
  "stats": {
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        "Useful baseline candidate for comparison."
      ],
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        "Maintenance score is 20/100."
      ],
      "next_step": "Use as an alternative or fallback candidate."
    },
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        "Useful baseline candidate for comparison."
      ],
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      "next_step": "Use as an alternative or fallback candidate."
    },
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      "repo": "Nano-Collective/nanocoder",
      "strengths": [
        "Leads this comparison context.",
        "Strong agent score at 83/100."
      ],
      "tradeoffs": [],
      "next_step": "Inspect score and graph before adopting."
    },
    {
      "repo": "fujibee/agmsg",
      "strengths": [
        "Useful baseline candidate for comparison."
      ],
      "tradeoffs": [],
      "next_step": "Use as an alternative or fallback candidate."
    }
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    },
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      "label": "Find alternatives",
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    {
      "label": "Explain score",
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      "kind": "score"
    },
    {
      "label": "Get recommendations",
      "href": "/api/recommend?limit=5",
      "kind": "recommend"
    }
  ],
  "context": {},
  "project_ids": [
    "google/mantis",
    "kstevica/captain-claw",
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    "fujibee/agmsg"
  ],
  "requested_repos": [
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    {
      "requested_id": "google/mantis",
      "resolved_id": "google/mantis",
      "resolution": "direct"
    },
    {
      "requested_id": "kstevica/captain-claw",
      "resolved_id": "kstevica/captain-claw",
      "resolution": "direct"
    },
    {
      "requested_id": "Nano-Collective/nanocoder",
      "resolved_id": "Nano-Collective/nanocoder",
      "resolution": "direct"
    },
    {
      "requested_id": "fujibee/agmsg",
      "resolved_id": "fujibee/agmsg",
      "resolution": "direct"
    }
  ],
  "order": "input",
  "metadata": {
    "source": "d1",
    "reason": "d1_query",
    "project_count": 961,
    "generated_at": "2026-07-17T04:54:32.547Z",
    "snapshot_id": "d1:961:2026-07-17T04:30:57.945Z",
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