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name: brain-nextMove-analysis
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description: >-
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Generates a comprehensive daily report for WorldQuant BRAIN consultants.
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Covers platform updates, competition progress, alpha performance (IS/OS), pyramid analysis, and actionable advice.
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Use when the user asks for a "daily report", "morning update", or "status check".
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---
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# BRAIN Daily Report Workflow
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This workflow generates a structured daily report for WorldQuant BRAIN consultants.
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For the detailed step-by-step procedures and expected outputs, see [reference.md](reference.md).
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## 0. Executive Summary
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Summarize key insights, opportunities, and risks found in the analysis below.
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## 1. Platform Updates
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- **Messages**: Check `get_messages` for announcements.
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- **Leaderboard**: Check `get_leaderboard` for rank changes.
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- **Diversity**: Check `value_factor_trendScore` for diversity trends.
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## 2. Competition Progress
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- **Active Competitions**: `get_user_competitions`.
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- **Rules**: `get_competition_details` & `get_competition_agreement`. *Crucial: Verify universe/delay constraints in the agreement.*
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- **Action Items**: Recommend alphas fitting specific competition rules.
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## 3. Future Events
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- **Events**: `get_events` (filter for upcoming).
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## 4. Research & Recommendations
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- **Strategy**: Suggest next steps based on alpha performance and pyramid gaps.
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## 5. Alpha Progress (IS/OS)
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- **In-Sample (IS)**: `get_user_alphas(stage="IS")`.
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- **Out-of-Sample (OS)**: `get_user_alphas(stage="OS")`.
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- **Performance**: Analyze Sharpe, PnL, Fitness (`get_alpha_details`, `get_alpha_yearly_stats`).
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- **Optimization**: Suggest improvements (e.g., idea refinement or pyramid targeting using `get_pyramid_multipliers`).
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