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      "repo": "steel-dev/steel-browser",
      "reason": "Related to ningzimu/awesome-ai-ppt through workflow automation category and local deployment."
    },
    {
      "repo": "camunda/camunda",
      "reason": "Related to ningzimu/awesome-ai-ppt through workflow automation category and local deployment."
    },
    {
      "repo": "dagster-io/skills",
      "reason": "Related to ningzimu/awesome-ai-ppt through workflow automation category and local deployment."
    },
    {
      "repo": "n8n-io/task-runner-launcher",
      "reason": "Related to ningzimu/awesome-ai-ppt through workflow automation category and local deployment."
    },
    {
      "repo": "traceloop/jest-opentelemetry",
      "reason": "Related to ningzimu/awesome-ai-ppt through workflow automation category and local deployment."
    },
    {
      "repo": "run-llama/app-creator",
      "reason": "Related to ningzimu/awesome-ai-ppt through workflow automation category and local deployment."
    },
    {
      "repo": "langflow-ai/langflow",
      "reason": "Related to ningzimu/awesome-ai-ppt through workflow automation category and local deployment."
    },
    {
      "repo": "n8n-io/n8n",
      "reason": "Related to ningzimu/awesome-ai-ppt through workflow automation category and local deployment."
    }
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      "evidence": [
        "Local usage is assumed for open source repositories unless contradicted."
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      "confidence": "medium",
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        "Repository has under 10k stars, so complexity is treated conservatively."
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      "confidence": "high",
      "evidence": [
        "Runtime blocker: python.",
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    "commits_30d": "complete",
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    "popularity": 34,
    "community": 46
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    "maintenance": 34,
    "documentation": 92,
    "stability": 70,
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    "agent_readability": 80
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  "summary": {
    "tl_dr": "Use ningzimu/awesome-ai-ppt when the user needs a curated workflow automation resource collection with local, cloud usage paths.",
    "purpose": "Use ningzimu/awesome-ai-ppt when the user needs a curated workflow automation resource collection with local, cloud usage paths.",
    "install": "Reference collection; there is no direct install step.",
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      "triggers",
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      "discover related AI projects",
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      "scheduled jobs",
      "durable workflows",
      "service orchestration"
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      "users expecting a single installable runtime or library",
      "edge-only Cloudflare Workers deployment without adaptation",
      "single-step utilities",
      "stateless examples"
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    "deployment": [
      "local",
      "cloud"
    ],
    "alternatives": []
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  "evidence": {
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      "category": {
        "confidence": "high",
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          "Matched \"workflow\" in metadata.",
          "Matched \"automation\" in metadata."
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      "deployment": {
        "confidence": "medium",
        "evidence": [
          "Local usage is assumed for open source repositories unless contradicted."
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        "confidence": "medium",
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          "Repository has under 10k stars, so complexity is treated conservatively."
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      "cloudflare_ready": {
        "confidence": "high",
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          "Runtime blocker: python.",
          "No Cloudflare deployment signal detected."
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      "commits_30d": "complete",
      "releases_180d": "complete",
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      "agent_card.classification",
      "metrics"
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    "caveats": [
      "users expecting a single installable runtime or library",
      "edge-only Cloudflare Workers deployment without adaptation",
      "Partial or estimated quality signals: stars30dDelta.",
      "Collection/resource hub; not a single installable runtime."
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    "confidence_reason": "Evidence is usable for comparison, but agents should cite caveats before making a strong recommendation.",
    "last_verified_at": "2026-07-07T02:00:12.566Z"
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  "caveats": [
    "users expecting a single installable runtime or library",
    "edge-only Cloudflare Workers deployment without adaptation",
    "Partial or estimated quality signals: stars30dDelta.",
    "Collection/resource hub; not a single installable runtime."
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  "last_verified_at": "2026-07-07T02:00:12.566Z",
  "knowledge": {
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      "forks": 3,
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      "updated_at": "2026-07-06T20:14:04Z",
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        "users expecting a single installable runtime or library",
        "edge-only Cloudflare Workers deployment without adaptation"
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          "evidence": [
            "Repository has under 10k stars, so complexity is treated conservatively."
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        "cloudflare_ready": {
          "confidence": "high",
          "evidence": [
            "Runtime blocker: python.",
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      "generated_at": "2026-07-07T02:00:12.566Z"
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        "commits_30d": "complete",
        "releases_180d": "complete",
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