alpha_tools/backup_code/wqb-server2/untracked/skills/brain-nextMove-analysis/SKILL.md

name	description
brain-nextMove-analysis	Generates a comprehensive daily report for WorldQuant BRAIN consultants. Covers platform updates, competition progress, alpha performance (IS/OS), pyramid analysis, and actionable advice. Use when the user asks for a "daily report", "morning update", or "status check".

BRAIN Daily Report Workflow

This workflow generates a structured daily report for WorldQuant BRAIN consultants. For the detailed step-by-step procedures and expected outputs, see reference.md.

0. Executive Summary

Summarize key insights, opportunities, and risks found in the analysis below.

1. Platform Updates

• Messages: Check get_messages for announcements.
• Leaderboard: Check get_leaderboard for rank changes.
• Diversity: Check value_factor_trendScore for diversity trends.

2. Competition Progress

• Active Competitions: get_user_competitions.
• Rules: get_competition_details & get_competition_agreement. Crucial: Verify universe/delay constraints in the agreement.
• Action Items: Recommend alphas fitting specific competition rules.

3. Future Events

• Events: get_events (filter for upcoming).

4. Research & Recommendations

• Strategy: Suggest next steps based on alpha performance and pyramid gaps.

5. Alpha Progress (IS/OS)

• In-Sample (IS): get_user_alphas(stage="IS").
• Out-of-Sample (OS): get_user_alphas(stage="OS").
• Performance: Analyze Sharpe, PnL, Fitness (get_alpha_details, get_alpha_yearly_stats).
• Optimization: Suggest improvements (e.g., idea refinement or pyramid targeting using get_pyramid_multipliers).