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story-short-scan

Analyze trending short stories across Chinese platforms to identify market hot topics.

2.8k|549|Updated Oct 30, 2025
Search Tags:#content strategy#creative writing#emotion analysis#platform comparison#topic trends#market scouting#short fiction
One-click install
npx skills add https://github.com/xiamuceer-j/MuMuAINovel --skill story-short-scan-xiamuceer-j
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: story-short-scan
Source: https://github.com/xiamuceer-j/MuMuAINovel/tree/main/backend/app/skills/story-short-scan
Command: npx skills add https://github.com/xiamuceer-j/MuMuAINovel --skill story-short-scan-xiamuceer-j

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

短篇网文更新快、题材生命周期短，用户很难判断“什么现在在火、还能不能写”，因此本 Skill 帮你用结构化扫榜把风口题材抓准并给出可落地的写作方向。

Core Features & Use Cases

  • Platform-focused trend scouting：覆盖知乎盐言故事、番茄短篇、七猫短篇、黑岩短篇、点众短篇等平台的热榜与高赞内容。
  • Emotion-to-topic analysis：将榜单现象抽象成情绪类型分布、题材热点、篇幅与开头/结尾偏好等可复用规律。
  • Actionable output：输出“扫榜报告 + 风口预警 + 值得写的方向 + 选题建议”，用于直接指导短篇开写与改稿决策。
  • Data sourcing modes：支持实时搜索抓取、用户提供榜单文本/截图/链接，或在无法联网时基于内置跨平台写作参考进行推断。

Quick Start

Ask the AI: “我想做短篇网文扫榜，帮我分析知乎盐言故事的热门题材与情绪趋势，给出3个我可以马上下手的写作方向。”

Frequently Asked Questions about story-short-scan

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I identify short-fiction market hot topics across Chinese platforms?▼

You identify short-fiction market hot topics by analyzing trending stories across platforms like Zhihu and Tomato, generating an evidence-based scouting report with emotion distribution and pitch recommendations.

What is the best way to compare short-fiction trends between Zhihu and Tomato?▼

Compare short-fiction trends by analyzing ranking data to abstract cross-platform phenomena into emotion type distributions, topic hotspots, and starting or ending pattern preferences.

Can I analyze short-fiction trends using my own ranking text or screenshots?▼

Yes, you can analyze short-fiction trends using user-provided ranking text, screenshots, or links, alongside real-time search fetching or built-in cross-platform writing references for data sourcing.

How do I get actionable writing directions from short-fiction trending data?▼

Transform short-fiction trending data into an evidence-based scouting report containing trend warnings, writable directions, and concrete topic suggestions to directly guide drafting and revision decisions.

Does short-fiction trend scouting work without internet access?▼

Yes, short-fiction trend scouting works without internet access by inferring market hotspots from built-in cross-platform writing references when real-time search fetching is unavailable.

What limitations exist when scouting short-fiction platform trends?▼

Limitations include relying on the short lifecycle of trending topics, requiring accurate ranking data for emotion analysis, and depending on platform-specific scouting scenarios for valid evidence-based reports.

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