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weekly-market-review

Generate weekly market recap reports from materials and iChoice EMQuantAPI data.

Updated Jan 25, 2026
Search Tags:#generate#weekly-report#financial-reporting#data-provenance#market-recap#ichoice#emquantapi
One-click install
npx skills add https://github.com/xfs96192/claude-config --skill weekly-market-review
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: weekly-market-review
Source: https://github.com/xfs96192/claude-config/tree/main/skills/weekly-market-review
Command: npx skills add https://github.com/xfs96192/claude-config --skill weekly-market-review

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires EmQuantAPI, pandas, and includes scripts (resource) and references (resource) components.

What problem does it solve?

端到端自动生成周度市场复盘报告。完整流程：(1)读取market_summary.txt用户材料（若为空则调用gangtise-kb获取近一周债券/权益/策略/转债研报），(2)运行iChoice EMQuantAPI脚本获取债券收益率bp变动、权益指数及申万行业周度涨跌幅、转债指数数据，输出market_data.json，(3)基于数据和材料由Claude直接撰写与output文件夹风格完全一致的周报，(4)保存至output/weekly_review_YYYY-MM-DD.md。当用户说「周度市场总结」「市场复盘」「生成本周市场回顾」「市场回顾」「周报」「复盘」时触发。

Core Features & Use Cases

  • 端到端工作流：按步骤从材料读取、数据获取、到周报撰写与输出完整闭环。
  • 数据驱动写作：以 market_data.json 为唯一数据来源，确保数值可追溯并严格按格式输出。
  • 触发式生成：通过指定用户触发短语自动生成周度市场回顾，适用于定期报告编制。

Quick Start

使用本技能按流程读取材料、获取数据并生成周报，输出到 output/weekly_review_YYYY-MM-DD.md。

Frequently Asked Questions about weekly-market-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate weekly market recap report generation from market data?▼

Automate weekly market recap reports by reading market materials, retrieving bond yields, equity indices, and convertible bond data via EmQuantAPI, then writing a formatted markdown report saved to output/weekly_review_YYYY-MM-DD.md.

What's the best way to generate a financial weekly report with data provenance?▼

Generate financial weekly reports with data provenance by using market_data.json as the single data source, ensuring all figures are traceable and formatting bond bp changes and equity percentages with explicit positive or negative signs.

Does EmQuantAPI support retrieving weekly bond yield changes and equity index performance?▼

EmQuantAPI supports retrieving weekly bond yield bp changes, equity indices, Shenwan industry weekly performance, and convertible bond index data, outputting results into a structured market_data.json file for report generation.

How do I handle missing market data when writing a weekly financial report?▼

Handle missing market data by inserting 'data temporarily missing' placeholders in the weekly financial report, ensuring the output format remains consistent while maintaining strict data provenance from market_data.json.

Can I generate a market recap report without providing input materials?▼

Generate a market recap report without input materials by automatically fetching recent bond, equity, strategy, and convertible bond research from gangtise-kb when the market_summary.txt file is empty.

What are the limitations of automated market recap generation with pandas and EmQuantAPI?▼

Limitations include dependency on EmQuantAPI for real-time market data retrieval and pandas for data processing, meaning report accuracy relies entirely on the availability and correctness of the fetched market_data.json values.

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