Individual skill
story-short-scan
短篇网文扫榜。分析知乎盐言、七猫、黑岩、点众等平台热门短篇数据，捕捉风口题材。触发方式：/story-short-scan、/短篇扫榜、「短篇什么火」「知乎故事排行」。
skills/story-short-scan/SKILL.md
Source commit 7383fd6cd8acee8cf9f7805b058d1f342874a7c2
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
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Repository context
- Repository stars (not skill ratings)
- 8,514
- Repository last updated
- Nov 11, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-writing Repository topic
- claude-code Repository topic
- claude-skills Repository topic
- creative-writing Repository topic
- novel-writing Repository topic
- openclaw Repository topic
- writing-assistant Repository topic
- ai-agent Repository topic
- chinese-novel Repository topic
- skill Repository topic
- engineering Derived category
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SKILL.mdcore · 8,983 bytesreferences/manual-rank-input.mddoc · 1,895 bytesreferences/platform-dianzhong.mddoc · 1,275 bytesreferences/platform-heiyan.mddoc · 1,690 bytesreferences/real-market-data.mddoc · 3,678 bytesreferences/topic-match.mddoc · 2,779 bytesscripts/aggregate-rank.jsruns · 32,105 bytesscripts/cdp-utils.jsruns · 8,564 bytesscripts/dz-browse-scraper.jsruns · 8,578 bytesscripts/heiyan-booklist-scraper.jsruns · 13,114 bytes
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# story-short-scan：短篇网文扫榜
基于真实榜单样本分析短篇市场，给作者可写的情绪方向、题材候选和验证办法。
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## 核心哲学
### 原则 1：短篇市场是情绪市场
扫榜从题材和简介中判断读者读完的感受、触发场景与情绪爆发点，说明这些内容如何吸引读者。仅凭题材名无法判断具体情绪体验。
### 原则 2：热度只按各平台自己的口径比
榜单给的收藏、赞同、在读、评分各有口径，只在同一口径内比较。排名和互动量只说明样本受到的关注，不能据此断定故事质量或情绪拉扯效果。