Initial TrueGrowth source import
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# Change: Refactor Prompt Optimization Public Capability
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## Why
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Prompt optimization is now embedded in several UI entrypoints with shared behavior but coarse scene prompts. Each scene needs a different optimization direction, and users should be able to tune those directions without changing code.
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## What Changes
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- Extract prompt optimization scenario registry, prompt building, and result normalization into a shared service.
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- Add a shared prompt optimization button component for common icon, tooltip, dialog, and fill-back behavior.
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- Store scenario-specific optimization templates as editable Knowledge Base notes under a "提示词优化" directory.
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- Keep built-in templates as fallback and automatically restore missing or empty template notes.
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## Impact
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- Affected specs: prompt-optimization
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- Affected code: shared prompt optimization dialog/button, AI input bar, image/video prompt input, PPT outline prompts, music analyzer create page, Knowledge Base note access.
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