Data dependencies and execution prerequisites
It is recommended to use Wind wind-mcp-skill to obtain the underlying data. Before execution, first check whether there is already wind-mcp-skilllocally; if not, prompt the user to install:
# GitHub
npx skills add Wind-Information-Co-Ltd/wind-skills --skill wind-mcp-skill -g -y
# Gitee 镜像（国内）
npx skills add https://gitee.com/wind_info/wind-skills.git --skill wind-mcp-skill -g -y
Skill positioning
This skill is used to let users "first understand it, then decide whether to continue researching" in a short time. The output does not aim to be comprehensive; rather, it clearly explains the five most critical things about a hot stock: what it does, why it is hot, what the market is betting on, where mistakes are most likely, and which variable should be watched most now.
Execution flow
Step 1: First confirm the source of popularity
First clarify why this stock has become a hot stock. Sources of popularity usually include:
- Sudden announcements, financial reports, policies, cooperation, product launches
- Sector mainline mapping or leadership from a leading stock
- Consecutive limit-up moves, strong breakouts, abnormal volume
- Concentrated media discussion, social spread, focus of market sentiment
Different sources of popularity determine different subsequent interpretation frameworks.
Step 2: Explain the business with minimal information
Answer three questions in extremely concise language:
- What the company mainly does
- How it makes money
- Which business segment is most relevant to the current hot logic
Do not write a lengthy company introduction; keep only the business modules related to the current popularity.
Step 3: Explain what the current market is trading
Around the source of popularity, distill the core proposition that the market truly cares about now, for example:
- Whether performance will exceed expectations
- Whether the theme will continue to spread
- Whether valuation will be re-rated
- Whether the company has the ability to move from concept to realization
Step 4: Distill bullish and bearish points
Provide at least 2-3 of the most important bullish and bearish logics separately, avoiding only a one-sided narrative. The focus is not comprehensive listing, but finding the disputed variables to which the current stock price is most sensitive.
Step 5: Give tracking priorities
Tell the user what to watch most next if they continue to follow this stock:
- Which operating indicator
- Which event node
- Which price level
- Which type of capital performance
Step 6: Compress into a three-minute quick-read draft
The final output should let the user complete the catch-up within 3 minutes. Preserve judgment density, compress background fluff, and do not show the collection process.
Output structure
{Stock name} hot stock quick read
1. Why this stock is hot
{Use 2-3 sentences to explain the current source of popularity and the market's focus of attention}
2. Explain the business in one sentence
- What the company is doing: {one sentence}
- Business related to the current mainline: {one sentence}
- How it makes money: {one sentence}
3. What the current market is trading
- Core proposition: {one sentence}
- Key verification variables: {1-2}
4. Bullish and bearish points
Bullish logic
- {Point 1}
- {Point 2}
Bearish logic
- {Key point 1}
- {Key point 2}
V. What to watch most closely next
- Event node:{Event}
- Operating variable:{Variable}
- Risk point:{Risk}
Quality requirements
- The output should revolve around "why it is worth looking at now," rather than giving a generic company introduction.
- The bull and bear logic must be as symmetrical as possible to prevent one-sided bias caused by popular narratives.
- Popular claims that cannot find reliable evidence to support them should not be written into the main text as established facts.
- If stock price attention is clearly higher than the progress of fundamental verification, the risk of expectations not being met must be clearly flagged.
- The text should be suitable for quick catch-up learning, avoiding lengthy narration and piling up historical background.