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    "rules",
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    "skills"
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  "description": "Marketplace Framework AI-Driven Dev : Context Engineering, Plugins, Agents, Skills, Hooks, Templates, SDLC",
  "overview": "Use ai-driven-dev/framework when the user needs an ai app template project with local, cloud deployment options.",
  "alternatives": [
    {
      "repo": "open-webui/open-webui",
      "reason": "Similar ai app template with local/cloud deployment overlap."
    },
    {
      "repo": "lobehub/lobehub",
      "reason": "Similar ai app template with local deployment overlap."
    },
    {
      "repo": "MervinPraison/PraisonAI",
      "reason": "Same ai app template intent with agent_memory overlap."
    }
  ],
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    {
      "repo": "microsoft/semantic-kernel",
      "reason": "Related to ai-driven-dev/framework through ai app template category and local deployment."
    },
    {
      "repo": "wasp-lang/open-saas",
      "reason": "Related to ai-driven-dev/framework through ai app template category and local deployment."
    },
    {
      "repo": "e2b-dev/code-interpreter",
      "reason": "Related to ai-driven-dev/framework through ai app template category and local deployment."
    },
    {
      "repo": "mozilla-ai/otari",
      "reason": "Related to ai-driven-dev/framework through ai app template category and local deployment."
    },
    {
      "repo": "kirill-markin/repo-to-text",
      "reason": "Related to ai-driven-dev/framework through ai app template category and local deployment."
    },
    {
      "repo": "pcliangx/AppGenesisForge",
      "reason": "Related to ai-driven-dev/framework through ai app template category and local deployment."
    },
    {
      "repo": "emretasss/AI-Workflow-Hub-2000-",
      "reason": "Related to ai-driven-dev/framework through ai app template category and local deployment."
    },
    {
      "repo": "CopilotKit/aimock",
      "reason": "Related to ai-driven-dev/framework through ai app template category and local deployment."
    }
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      "starter projects",
      "reference implementations"
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      "edge-only Cloudflare Workers deployment without adaptation",
      "drop-in libraries",
      "runtime infrastructure"
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      "local",
      "cloud"
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      {
        "repo": "open-webui/open-webui",
        "reason": "Similar ai app template with local/cloud deployment overlap."
      },
      {
        "repo": "lobehub/lobehub",
        "reason": "Similar ai app template with local deployment overlap."
      },
      {
        "repo": "MervinPraison/PraisonAI",
        "reason": "Same ai app template intent with agent_memory overlap."
      }
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        "confidence": "medium",
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        "evidence": [
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      "difficulty": {
        "confidence": "medium",
        "evidence": [
          "Repository has under 10k stars, so complexity is treated conservatively."
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      "cloudflare_ready": {
        "confidence": "high",
        "evidence": [
          "No Cloudflare deployment signal detected.",
          "No wrangler.toml found in inspected repository files."
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      "stars_30d_delta": "snapshot",
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      "edge-only Cloudflare Workers deployment without adaptation",
      "Partial or estimated quality signals: commits30d, releases180d."
    ],
    "confidence_reason": "Evidence is incomplete; use this project as an exploration candidate until classification and quality signals are reviewed.",
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