Market Sentiment
Analyzes stock market sentiment using a four-dimension model to score 0-100, define market states, and provide actionable insights.
Wei Wu
@wwumit
What This Skill Does
Analyzes stock market sentiment using a four-dimension model (extremes in sentiment, trend, volume, and breadth) to produce a 0–100 composite score, market state classification, and actionable insights.
Replaces manual interpretation of multiple market indicators by providing a single, structured sentiment score with clear state mapping and planner integration.
When to Use It
- Assess current market sentiment before making trading decisions
- Generate a market state parameter for use in stock-planner workflows
- Track multi-day sentiment trends to identify shifts in market mood
- Get a quick one-line summary of market conditions for daily briefings
- Compare sentiment extremes (overbought/oversold) with technical signals
Install
$ openclaw skills install @wwumit/market-sentiment📊 Market Sentiment — 市场情绪分析器
基于四维度市场情绪评估模型,对大盘环境进行诊断分析,输出 0–100 综合评分及对应的市场状态。
核心功能
- analyze — 综合情绪分析(含评分、状态、操作建议)
- score — 评分明细(四维度 + ASCII 条形图)
- trend — 多日趋势追踪
- summary — 一句话市场诊断
四维度模型
| 维度 | 满分 | 权重 | 说明 | |------|------|------| | 情绪极端度 | 30 | 30% | 涨停/跌停比、涨跌比、连板效应 | | 趋势极端度 | 30 | 30% | 指数涨跌幅、MA20 偏离、平均涨跌 | | 量能极端度 | 20 | 20% | 量比、成交额变化 | | 宽度极端度 | 20 | 20% | MA20 占比、新高/新低比、大小盘分化 |
状态映射
| 评分 | 状态 | planner 参数 |
|---|---|---|
| ≥ 75 | 超买 (overbought) | bear |
| 65–74 | 偏强 (strong) | strong |
| 45–64 | 中性 (neutral) | oscillate |
| 30–44 | 偏弱 (weak) | weak |
| < 30 | 超卖 (oversold) | moderate |
集成工作流
本工具是股票分析工具链中的一环,完整链路如下:
fund-flow (资金面) ──┐
├──→ stock-screener (多因子选股) ──→ stock-planner (交易计划)
market-signals (技术面) ──┘
market-sentiment (情绪面) ──→ 提供 market 参数给 stock-planner
# 1. 分析市场情绪
python3 scripts/sentiment.py analyze --file market_data.csv
# 2. 获取市场参数,传给 stock-planner
python3 scripts/stock_planner.py --plan \
--market $(python3 scripts/sentiment.py summary --file market_data.csv | grep 'planner' | awk '{print $NF}')
触发关键词
市场情绪、大盘环境、sentiment、market context、情绪分析、大盘诊断、market state、overbought、oversold、市场状态
法律免责声明
重要声明:
- 非投资建议:本工具输出的所有评分、状态、操作建议仅供参考,不构成任何形式的投资建议、买卖推荐或业绩承诺。
- 数据准确性:本工具的分析结果依赖于输入数据的准确性和完整性。作者不对数据源错误、缺失或延迟导致的任何损失承担责任。
- 用户决策:所有投资决策应由用户独立做出。用户应结合自身风险承受能力、财务状况和专业意见进行判断。
- 过往表现:历史数据的分析结果不代表未来市场表现。市场存在不可预测的风险因素。
- 责任限制:在法律允许的最大范围内,作者和贡献者不对因使用本工具产生的任何直接或间接损失承担责任。
Disclaimer (English):
- Not Investment Advice: All scores, statuses, and suggestions are for reference only and do not constitute investment advice.
- Data Accuracy: Analysis depends on input data quality. The author is not liable for data source errors.
- User Decision: All investment decisions should be made independently by the user.
- Past Performance: Historical analysis does not guarantee future results.
- Limitation of Liability: To the maximum extent permitted by law, the author and contributors shall not be liable for any losses arising from the use of this tool.
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