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stock-analysis skill

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This skill generates a comprehensive sentiment analysis report for a single stock, summarizing bulls, bears, viewpoints, and risk factors for informed

npx playbooks add skill alphamoemoe/foci --skill stock-analysis

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---
name: stock-analysis
description: Generate a comprehensive sentiment analysis report for a single stock. Use when users want deep analysis of a specific ticker like NVDA, TSLA, or AAPL.
---

# Comprehensive Stock Analysis

Generate a complete sentiment analysis report for a single stock.

## Triggers

- "分析 NVDA"
- "NVDA 怎么样"
- "analyze TSLA"
- "what about AAPL"
- "帮我看看 AMD"
- `/stock-analysis NVDA`
- `/stock-analysis {ticker}`

## Arguments

- `ticker` - Stock ticker to analyze (required)

## Instructions

When the user wants a comprehensive analysis of a stock, follow these steps:

1. **Get Sentiment Data**
   Call `get_ticker_sentiment(ticker)` to get overall sentiment and breakdown by blogger.

2. **Search Related Viewpoints**
   Call `search_viewpoints(ticker)` to find all detailed opinions.

3. **Find Who Holds It**
   Call `get_blogger_positions` for bloggers who mentioned the stock to understand their conviction level.

4. **Compile Analysis**
   Create a comprehensive report covering:
   - Overall sentiment score
   - Bull vs bear breakdown
   - Key arguments from both sides
   - Notable bloggers with positions
   - Risk factors mentioned

5. **Present Results**
   Format the output as:

   ```
   ## TICKER 综合分析报告

   ### 情绪概览

   | 指标 | 数值 |
   |------|------|
   | 整体情绪 | 🟢 看涨 (X/10) |
   | 看涨博主 | X 位 |
   | 看跌博主 | X 位 |
   | 中性/观望 | X 位 |
   | 总提及次数 | XX |

   ### 多方观点 🐂

   **核心论点:**
   1. [论点1] — 博主A (XX万粉丝)
   2. [论点2] — 博主B
   3. [论点3] — 博主C

   **代表观点:**
   > "[详细观点引用]"
   > — 博主A, 2025-01-20

   ### 空方观点 🐻

   **核心论点:**
   1. [论点1] — 博主D
   2. [论点2] — 博主E

   **代表观点:**
   > "[详细观点引用]"
   > — 博主D, 2025-01-19

   ### 持仓博主

   | 博主 | 态度 | 持仓情况 |
   |------|------|----------|
   | 博主A | 看涨 | 重仓 |
   | 博主B | 观望 | 轻仓 |

   ### 风险提示 ⚠️

   - [风险1]: [描述]
   - [风险2]: [描述]

   ### 总结
   [客观总结各方观点，不做买卖建议]
   ```

## Tool Sequence

1. `get_ticker_sentiment(ticker)` → Get sentiment breakdown
2. `search_viewpoints(ticker)` → Get detailed viewpoints
3. `list_bloggers` → Get blogger info (if needed for context)
4. `get_blogger_positions(blogger)` → For key bloggers mentioning the stock
5. Compile comprehensive report

## Notes

- Present all viewpoints fairly, both bull and bear
- Include specific quotes when available
- Do NOT give buy/sell recommendations
- Highlight consensus and divergence
- Note the recency of viewpoints

Overview

This skill generates a comprehensive sentiment analysis report for a single stock ticker. It synthesizes aggregated sentiment, detailed viewpoints, blogger conviction and positions, and highlighted risk factors into a structured, fair, and time-aware summary.

How this skill works

The skill calls a sentiment service to produce an overall score and bull/bear breakdown, then searches for detailed viewpoints and representative quotes. It retrieves blogger profiles and positions to measure conviction and weight arguments. Finally, it compiles a clear report with sentiment metrics, core bull and bear arguments, notable bloggers, risk items, and a neutral summary.

When to use it

You want a deep, balanced view of one ticker (e.g., NVDA, TSLA, AAPL).
Preparing for an earnings call or event and need market sentiment context.
Validating community conviction and who is influencing opinion.
Investigating why sentiment shifted recently or to find recurring risk themes.
Gathering representative quotes and citations for research or reporting.

Best practices

Provide the exact ticker symbol to ensure accurate retrieval.
Request a recency cutoff if you need only the latest viewpoints (e.g., last 30 days).
Use the report as context and not as buy/sell advice—this skill avoids recommendations.
Look at blogger positions to weigh arguments by conviction, not just volume.
Check the cited quotes and dates to verify timeliness and relevance.

Example use cases

Analyze NVDA before writing an article about semiconductor sentiment.
Compare recent TSLA narrative drivers after a product announcement.
Summarize AAPL community consensus ahead of an investor meeting.
Identify which influencers are heavily positioned in a small-cap stock.
Extract representative quotes and risk points for a research brief.

FAQ

Will this give buy or sell advice?

No. The report presents sentiment, viewpoints, and risks but does not provide buy/sell recommendations.

Does it include timestamps and quotes?

Yes. The skill highlights representative quotes and notes the dates to show recency and context.