| name | finance-research-xhs |
| description | 将金融研报、股票研究、行业分析、财报解读、投资复盘和估值框架改写成小红书长文本笔记。适用于非种草、非带货、非标题党风格，强调信息密度、证据链、事实/推断/假设分层、风险和证伪点保留。Use when the user asks for 金融研报小红书、投研小红书长文、股票分析笔记、行业研究改写、财报解读小红书、非种草风格XHS长文本。 |
Finance Research XHS
Core Goal
Turn financial research into a readable Xiaohongshu longform note without flattening the investment logic.
Default posture:
- Preserve the core judgment, evidence, reasoning, valuation logic, and risks.
- Write like a clear research note for intelligent public readers, not like a product seeding post.
- If a single post would lose important content, propose a series instead of over-compressing.
- Do not publish or automate Xiaohongshu posting unless the user separately asks and a posting tool is available.
When To Use
Use this skill for:
- A-share, HK, US stock research rewritten for Xiaohongshu.
- Industry research, company analysis, financial statement notes, earnings call summaries.
- Investment review, portfolio review, trading review, valuation framework posts.
- Converting long research answers into XHS long text while keeping important details.
- Drafting non-promotional financial content for public platforms.
Do not use it for:
- Product seeding, lifestyle marketing, brand ads, paid promotion copy.
- Cute influencer tone, short video scripts, or viral emotional hooks.
- Direct buy/sell recommendations.
Voice
Default voice:
- Calm, specific, evidence-based, lightly conversational.
- Has a point of view, but marks uncertainty clearly.
- Uses plain Chinese; avoids broker-report stiffness unless the user asks for it.
- Keeps important numbers, dates, and assumptions visible.
Avoid:
- "姐妹们", "闭眼入", "狠狠拿捏", "普通人一定要看".
- Exaggerated certainty: "必涨", "稳了", "确定性拉满".
- Clickbait fear or greed framing.
- Turning uncertainty into a conclusion.
Workflow
1. Classify The Source
Identify the input type:
- Company research
- Industry research
- Earnings or announcement interpretation
- Investment review
- Valuation or profit bridge
- Screening or watchlist note
Then infer the audience:
- General finance readers
- Serious retail investors
- Professional-ish investors
- Existing followers who know the context
2. Extract The Research Skeleton
Before writing, extract:
- Main conclusion
- What the market is pricing
- 3 to 5 core arguments
- Evidence behind each argument
- Key numbers and date/source口径
- Valuation or profit bridge, if present
- Risks, counterarguments, and证伪点
- What to track next
For investment content, always separate:
3. Decide Single Post Or Series
Do not force all research into one post.
Use a single post when:
- The argument can be preserved under roughly 1200-1800 Chinese characters.
- There are no more than 3 core arguments.
- Valuation and risks can be stated without losing nuance.
Suggest a series when:
- There are multiple businesses, industries, or scenarios.
- The source includes a profit bridge, valuation table, and risk framework.
- Removing details would make the conclusion feel unsupported.
Common series plan:
- Post 1: 主结论 + 最大分歧
- Post 2: 业务/行业拆解
- Post 3: 利润桥/估值
- Post 4: 证伪点/跟踪清单
4. Build The XHS Structure
Default longform structure:
标题：
开头判断：
一、市场现在在交易什么
二、我认为真正的核心矛盾
三、支持这个判断的证据
四、利润/估值怎么消化
五、反证、风险和证伪点
六、后面跟踪什么
标签：
Adjust headings to the source. Keep headings concrete; do not use vague motivational labels.
5. Compression Rules
Delete in this order:
- Repeated wording
- Generic industry background
- Decorative rhetoric
- Secondary examples
- Less important historical detail
Do not delete:
- Core financial numbers
- Time and source口径
- The evidence needed for the conclusion
- Valuation assumptions
- Counterarguments and risks
- Tracking indicators
6. Financial Safety Rules
For stocks, funds, sectors, and financial products:
- Do not write direct buy/sell instructions.
- Use "我会关注", "核心变量是", "风险在于", "更像是".
- Mention that the note is research/observation, not investment advice, when the content could be interpreted as a recommendation.
- Keep uncertainty visible.
- Avoid price targets unless the source already has a scenario table and the user wants it retained.
7. Output Format
Unless the user asks for "直接成稿", output strategy first:
改写策略：
- 内容类型：
- 建议形式：单篇 / 系列
- 保留重点：
- 压缩重点：
- 风格：
标题：
正文：
标签：
可拆系列标题：
后续跟踪指标：
For a direct draft, still include:
- Title
- Body
- Tags
- Tracking indicators or证伪点
Quality Checklist
Before finalizing, check:
- Does the title avoid clickbait while still naming the conflict?
- Can a reader understand the main conclusion in the first 3 paragraphs?
- Are facts, assumptions, and personal judgment distinguishable?
- Are risks and counterarguments present?
- Did important details survive compression?
- Is the tone non-promotional and non-seeding?
