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  "description": "Codex CLI 多智能体并行调度配置参考模板——启用原生并行能力，实现主代理自主协调与子代理高效任务分发。Codex CLI Multi-Agent Parallel Scheduling Configuration Reference Template Enabling Native Parallelism for Autonomous Primary Agent Coordination and Efficient Sub-Agent Task Distribution.",
  "overview": "Use atticus98/codex-turbo 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": "MervinPraison/PraisonAI",
      "reason": "Similar ai app template with local/cloud deployment overlap."
    },
    {
      "repo": "microsoft/semantic-kernel",
      "reason": "Similar ai app template with local/cloud deployment overlap."
    }
  ],
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    {
      "repo": "ai-driven-dev/framework",
      "reason": "Related to atticus98/codex-turbo through ai app template category and local deployment."
    },
    {
      "repo": "CopilotKit/aimock",
      "reason": "Related to atticus98/codex-turbo through ai app template category and local deployment."
    },
    {
      "repo": "pcliangx/AppGenesisForge",
      "reason": "Related to atticus98/codex-turbo through ai app template category and local deployment."
    },
    {
      "repo": "mozilla-ai/otari",
      "reason": "Related to atticus98/codex-turbo through ai app template category and local deployment."
    },
    {
      "repo": "wasp-lang/open-saas",
      "reason": "Related to atticus98/codex-turbo through ai app template category and local deployment."
    },
    {
      "repo": "ml-explore/mlx-lm",
      "reason": "Related to atticus98/codex-turbo through ai app template category and local deployment."
    },
    {
      "repo": "e2b-dev/code-interpreter",
      "reason": "Related to atticus98/codex-turbo through ai app template category and local deployment."
    },
    {
      "repo": "GoogleCloudPlatform/agent-starter-pack",
      "reason": "Related to atticus98/codex-turbo through ai app template category and local deployment."
    }
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    "cloud"
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      ]
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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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    "recent_commits": 0,
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    "deployment": 70,
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    "community": 46
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  "summary": {
    "tl_dr": "Use atticus98/codex-turbo when the user needs an ai app template project with local, cloud deployment options.",
    "purpose": "Use atticus98/codex-turbo when the user needs an ai app template project with local, cloud deployment options.",
    "install": "Use the template bootstrap instructions from the repository.",
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      "starter config",
      "app requirements"
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      "project scaffold",
      "starter app",
      "template structure"
    ],
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      "bootstrap an AI app",
      "start a production-ready template",
      "learn app architecture patterns",
      "new AI applications",
      "starter projects",
      "reference implementations"
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      "edge-only Cloudflare Workers deployment without adaptation",
      "drop-in libraries",
      "runtime infrastructure"
    ],
    "deployment": [
      "local",
      "cloud"
    ],
    "alternatives": [
      {
        "repo": "open-webui/open-webui",
        "reason": "Similar ai app template with local/cloud deployment overlap."
      },
      {
        "repo": "MervinPraison/PraisonAI",
        "reason": "Similar ai app template with local/cloud deployment overlap."
      },
      {
        "repo": "microsoft/semantic-kernel",
        "reason": "Similar ai app template with local/cloud deployment overlap."
      }
    ]
  },
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        "confidence": "medium",
        "evidence": [
          "Matched \"template\" in metadata."
        ]
      },
      "deployment": {
        "confidence": "medium",
        "evidence": [
          "Local usage is assumed for open source repositories unless contradicted."
        ]
      },
      "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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    },
    "quality_signal_confidence": {
      "stars_30d_delta": "estimated",
      "commits_30d": "complete",
      "releases_180d": "complete",
      "contributors_90d": "complete"
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      "agent_card.classification",
      "metrics"
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    "caveats": [
      "edge-only Cloudflare Workers deployment without adaptation",
      "Partial or estimated quality signals: stars30dDelta."
    ],
    "confidence_reason": "Evidence is incomplete; use this project as an exploration candidate until classification and quality signals are reviewed.",
    "last_verified_at": "2026-08-14T06:00:58.486Z"
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  "caveats": [
    "edge-only Cloudflare Workers deployment without adaptation",
    "Partial or estimated quality signals: stars30dDelta."
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          "project_id": "open-webui/open-webui",
          "reason": "Similar ai app template with local/cloud deployment overlap."
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          "project_id": "MervinPraison/PraisonAI",
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          "project_id": "microsoft/semantic-kernel",
          "reason": "Similar ai app template with local/cloud deployment overlap."
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      "summary_for_agent": "Use atticus98/codex-turbo when the user needs an ai app template project with local, cloud deployment options.",
      "classification": {
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          "confidence": "medium",
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          "evidence": [
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            "No wrangler.toml found in inspected repository files."
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