Initial TrueGrowth source import
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## 1. Implementation
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- [x] 1.1 Add shared prompt optimization service with scenario registry and Knowledge Base template loading/restoration.
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- [x] 1.2 Add shared prompt optimization button component.
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- [x] 1.3 Update prompt optimization dialog to consume scenario IDs and async prompt building.
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- [x] 1.4 Migrate AI input, image/video prompt input, PPT outline, and music create-song entrypoints.
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- [x] 1.5 Move legacy prompt optimization exports out of generation tool utilities.
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## 2. Verification
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- [x] 2.1 Add/adjust unit tests for scenario registry, Knowledge Base fallback, variable rendering, and dialog scenario behavior.
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- [x] 2.2 Run OpenSpec validation.
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- [x] 2.3 Run targeted lint/type/test checks.
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