semantics
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# #region LLMAnalysisService [C:3] [TYPE Module] [SEMANTICS llm, screenshot, playwright, openai, tenacity]
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# #region LLMAnalysisService [C:5] [TYPE Module] [SEMANTICS llm, screenshot, playwright, openai, tenacity]
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# @BRIEF Services for LLM interaction and dashboard screenshots.
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# @LAYER: Domain
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# @LAYER: Plugin
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# @RELATION DEPENDS_ON -> playwright
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# @RELATION DEPENDS_ON -> openai
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# @RELATION DEPENDS_ON -> tenacity
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# @INVARIANT: Screenshots must be 1920px width and capture full page height.
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# @DATA_CONTRACT: DashboardSpec -> Screenshot + Analysis
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import asyncio
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import base64
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