Market Environment Analysis

作者 tradermontyeab8d5cb97b9无许可证2.9K 个星标收录于 2026年10月8日更新于 2026年10月8日仓库3天前更新

Comprehensive market environment analysis and reporting tool. Analyzes global markets including US, European, Asian markets, forex, commodities, and economic indicators. Provides risk-on/risk-off assessment, sector analysis, and technical indicator interpretation. Triggers on keywords like market analysis, market environment, global markets, trading environment, market conditions, investment climate, market sentiment, forex analysis, stock market analysis, 相場環境, 市場分析, マーケット状況, 投資環境.

AI 生成的概览

分析全球市场环境,生成包含风险偏好与指标解读的结构化市场报告。

功能
收集股指、外汇、大宗商品、美国国债收益率和 VIX 等市场数据,并评估趋势方向、风险偏好(risk-on/risk-off)、波动率和板块轮动。产出结构化报告,包含执行摘要、各地区市场概览、外汇与大宗商品走势、关键事件、风险因素和策略启示。附带用于报告标题、市场交易时段、VIX 分级和涨跌幅格式化的 Python 辅助脚本,以及指标和分析模式的参考文档。
适用场景
当用户需要市场环境评估、交易环境概览、投资气候总结或全球市场报告时使用。适用于覆盖美国、欧洲或亚洲市场、外汇、大宗商品或经济指标的请求,并可按日内交易者、波段交易者、长期投资者、外汇或期权交易者进行调整。
运行要求
需要联网搜索以获取最新市场数据,需要 Python 运行环境以执行随附脚本,以及 requirements.txt 中列出的依赖包。随附可执行脚本(market_utils.py、_market_calendar.py)和参考文档。

Market Environment Analysis

Comprehensive analysis tool for understanding market conditions and creating professional market reports anytime.

Core Workflow

1. Initial Data Collection

Collect latest market data using web_search tool:

  1. Major stock indices (S&P 500, NASDAQ, Dow, Nikkei 225, Shanghai Composite, Hang Seng)
  2. Forex rates (USD/JPY, EUR/USD, major currency pairs)
  3. Commodity prices (WTI crude, Gold, Silver)
  4. US Treasury yields (2-year, 10-year, 30-year)
  5. VIX index (Fear gauge)
  6. Market trading status (open/close/current values)

2. Market Environment Assessment

Evaluate the following from collected data:

  • Trend Direction: Uptrend/Downtrend/Range-bound
  • Risk Sentiment: Risk-on/Risk-off
  • Volatility Status: Market anxiety level from VIX
  • Sector Rotation: Where capital is flowing

3. Report Structure

Standard Report Format:
1. Executive Summary (3-5 key points)2. Global Market Overview   - US Markets   - Asian Markets   - European Markets3. Forex & Commodities Trends4. Key Events & Economic Indicators5. Risk Factor Analysis6. Investment Strategy Implications

Script Usage

market_utils.py

Provides common functions for report creation:

bash
# Generate report headerpython scripts/market_utils.py
# Available functions:- format_market_report_header(): Create header- get_market_session_times(): Check trading hours- categorize_volatility(vix): Interpret VIX levels- format_percentage_change(value): Format price changes

Reference Documentation

Key Indicators Interpretation (references/indicators.md)

Reference when you need:

  • Important levels for each index
  • Technical analysis key points
  • Sector-specific focus areas

Analysis Patterns (references/analysis_patterns.md)

Reference when analyzing:

  • Risk-on/Risk-off criteria
  • Economic indicator interpretation
  • Inter-market correlations
  • Seasonality and market anomalies

Output Examples

Quick Summary Version

📊 Market Summary [2025/01/15 14:00]━━━━━━━━━━━━━━━━━━━━━【US】S&P 500: 5,123.45 (+0.45%)【JP】Nikkei 225: 38,456.78 (-0.23%)【FX】USD/JPY: 149.85 (↑0.15)【VIX】16.2 (Normal range)
⚡ Key Events- Japan GDP Flash- US Employment Report
📈 Environment: Risk-On Continues

Detailed Analysis Version

Start with executive summary, then analyze each section in detail. Key clarifications:

  1. Current market phase (Bullish/Bearish/Neutral)
  2. Short-term direction (1-5 days outlook)
  3. Risk events to monitor
  4. Recommended position adjustments

Important Considerations

Timezone Awareness

  • Consider all major market timezones
  • US markets: Evening to early morning (Asian time)
  • European markets: Afternoon to evening (Asian time)
  • Asian markets: Morning to afternoon (Local time)

Economic Calendar Priority

Categorize by importance:

  • ⭐⭐⭐ Critical (FOMC, NFP, CPI, etc.)
  • ⭐⭐ Important (GDP, Retail Sales, etc.)
  • ⭐ Reference level

Data Source Priority

  1. Official releases (Central banks, Government statistics)
  2. Major financial media (Bloomberg, Reuters)
  3. Broker reports
  4. Analyst consensus estimates

Troubleshooting

Data Collection Notes

  • Check market holidays (holiday calendars)
  • Be aware of daylight saving time changes
  • Distinguish between flash and final data

Market Volatility Response

  1. First organize the facts
  2. Reference historical similar events
  3. Verify with multiple sources
  4. Maintain objective analysis

Customization Options

Adjust based on user's investment style:

  • Day Traders: Intraday charts, order flow focus
  • Swing Traders: Daily/weekly technicals emphasis
  • Long-term Investors: Fundamentals, macro economics focus
  • Forex Traders: Currency correlations, interest rate differentials
  • Options Traders: Volatility analysis, Greeks monitoring

来源与署名

来源:tradermonty/claude-trading-skills位于examples/weekly-trade-strategy/skills/market-environment-analysis提交eab8d5c

许可证: 无许可证

内容归原作者所有。SourceWeft 从公开仓库中收录这些内容。

举报或申请下架

更多来自 tradermonty/claude-trading-skills 的技能

Weekly Performance Digest

tradermonty

将已平仓的交易论点汇总为每周绩效报告,包含指标、模式分解和经验教训。

包含脚本
Data & Analytics2.9K3天前更新

Trade Performance Coach

tradermonty

审查已记录的交易,评估流程遵守、风险纪律、执行质量与行为模式,并生成教练报告。

包含脚本
Business & Finance2.9K3天前更新

Strategy Pivot Designer

tradermonty

检测回测迭代停滞,并为交易策略生成结构不同的策略转向方案。

包含脚本
Business & Finance2.9K3天前更新

Skill Designer

tradermonty

Design new Claude skills from structured idea specifications. Use when the skill auto-generation pipeline needs to produce a Claude CLI prompt that creates a complete skill directory (SKILL.md, references, scripts, tests) following repository conventions.

包含脚本
待分类2.9K3天前更新

Residual Edge Analyzer

tradermonty

Separate a strategy return series into declared baseline exposure and residual edge with returns-based OLS attribution, HAC inference, rolling stability, alternate-baseline sensitivity, and regime breakdowns. Use when evaluating whether backtest, out-of-sample, or live returns contain independent alpha beyond market, equal-weight, momentum, sector, or user-supplied factor returns; when explaining whether a drawdown came from baseline exposure or strategy-specific behavior; or when a strategy needs an attribution quality gate after backtesting. Do not use for holdings-based Brinson attribution, feature-level Shapley explanations, or analysis from summary metrics without a dated return series.

包含脚本
待分类2.9K3天前更新

Pre Trade Discipline Gate

tradermonty

离线交易前检查清单闸门,批准、复核或阻止计划中的手动订单并记录决策。

包含脚本
Business & Finance2.9K3天前更新