AgentSkillsCN

brain-nextMove-analysis

为 WorldQuant BRAIN 顾问生成全面的每日报告。报告内容涵盖平台动态、竞品进展、算法表现（IS/OS）、金字塔分析，以及切实可行的行动建议。当用户需要“每日报告”“晨间简报”或“状态核查”时，可使用此技能。

SKILL.md
--- frontmatter
name: brain-nextMove-analysis
description: >-
  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).