{
  "project": {
    "project_id": "microsoft/prompty",
    "repo": "microsoft/prompty",
    "name": "prompty",
    "description": "Prompty makes it easy to create, manage, debug, and evaluate LLM prompts for your AI applications.  Prompty is an asset class and format for LLM prompts designed to enhance observability, understandability, and portability for developers. ",
    "category": [
      "llm_eval"
    ],
    "language": "Rust",
    "license": "MIT"
  },
  "project_id": "microsoft/prompty",
  "score": 87,
  "git_top_score": 87,
  "quality_score": 20,
  "agent_score": 68,
  "git_top_score_breakdown": {
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    "maintenance": 55,
    "documentation": 84,
    "stability": 100,
    "adoption": 89,
    "agent_readability": 100
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    {
      "key": "community",
      "label": "Community",
      "score": 100,
      "weight": 16,
      "contribution": 16,
      "explanation": "Community reflects contributor activity and ecosystem attention. Current contributor signal is 29."
    },
    {
      "key": "maintenance",
      "label": "Maintenance",
      "score": 55,
      "weight": 20,
      "contribution": 11,
      "explanation": "Maintenance reflects repository activity, commits, releases, issue-response signals, and recent push freshness."
    },
    {
      "key": "documentation",
      "label": "Documentation",
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      "weight": 16,
      "contribution": 13.4,
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      "key": "stability",
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      "contribution": 16,
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    },
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    },
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      "weight": 16,
      "contribution": 16,
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  ],
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  "adoption_guidance": "Promising candidate. Review risk flags, weakest score dimension, and alternatives before recommending it as the default choice.",
  "risk_flags": [
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      "All score evidence checks are strong."
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        "description": "3/4 classification signals are high-confidence."
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        "signal": "Quality signal completeness",
        "status": "strong",
        "description": "4 quality signals are complete or snapshot-backed."
      },
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        "signal": "Deployment clarity",
        "status": "strong",
        "description": "3 deployment targets are indexed."
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        "signal": "Agent-readable context",
        "status": "strong",
        "description": "3 use cases and 1 inferred dependencies are available."
      },
      {
        "signal": "Tradeoff disclosure",
        "status": "strong",
        "description": "2 caveats are indexed for adoption decisions."
      }
    ],
    "citation_guidance": "When citing this score, include metadata.source, weakest_dimension, risk_flags, and score_confidence.level."
  },
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      "label": "Open project knowledge",
      "href": "/projects/microsoft/prompty",
      "kind": "project"
    },
    {
      "label": "Inspect graph",
      "href": "/graph/microsoft/prompty",
      "kind": "graph"
    },
    {
      "label": "Find alternatives",
      "href": "/alternatives/microsoft/prompty",
      "kind": "alternatives"
    },
    {
      "label": "Compare shortlist",
      "href": "/api/compare?repos=microsoft/prompty",
      "kind": "compare"
    },
    {
      "label": "Get category recommendations",
      "href": "/api/recommend?category=llm_eval&limit=5",
      "kind": "recommend"
    }
  ],
  "strongest_dimension": {
    "key": "community",
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    "key": "maintenance",
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    "weight": 20,
    "contribution": 11,
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    "quality_score": 20,
    "agent_score": 68,
    "agent_score_breakdown": {
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      "deployment": 80,
      "popularity": 62,
      "community": 74
    }
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      "cloud"
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    "dependencies": [
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      "benchmark prompts and agents",
      "track model quality"
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          "Matched \"evaluation\" in metadata."
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        "evidence": [
          "Repository has under 10k stars, so complexity is treated conservatively."
        ]
      },
      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "Runtime blocker: python, filesystem.",
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
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      "metrics"
    ],
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      "users expecting a complete hosted product"
    ],
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    "last_verified_at": "2026-08-04T04:00:15.088Z"
  },
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    "edge-only Cloudflare Workers deployment without adaptation",
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    "recommendations_api": "/api/recommend?category=llm_eval&limit=5"
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    "source": "d1",
    "reason": "d1_query",
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    "generated_at": "2026-08-06T04:10:24.875Z",
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