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Trap Detector (杀猪盘检测器)

Scans Chinese A-share stock tips for 8 signs of pump-and-dump scam promotion and rates the risk.

Stars
7,490
Licence
MIT
Files
2 files

What it does

When a user mentions a stock tip from a friend, a group chat, a 'teacher' or social media, this skill tells the agent to check 8 warning signs, such as many similar low-engagement accounts pushing the same stock, templated hype phrases, paid VIP groups, and a price run-up before promotion. It then gives a traffic-light risk rating from safe to highly suspicious, with a recommendation and supporting sources. It is a screening aid, not a verdict on whether a stock is a scam.

Great for

  • Chinese-speaking A-share investors who received stock tips through WeChat groups, short-video apps or influencers
  • People who want a structured checklist before acting on a 'sure win' stock recommendation
  • Analysts or compliance staff reviewing whether a stock is being promoted in suspicious ways

Skip it if

  • Confirming that a stock is safe to buy: the rating depends on web search results and available data, and misses many scams, so it can give false reassurance (🟢 does not mean safe).
  • Non-Chinese markets or platforms: the keywords and sources are tuned to A-share and Chinese social media.
  • Reporting or acting on suspected fraud in legal terms: the skill only produces a risk opinion and does not establish that anyone committed fraud.

Try asking

  • “朋友推荐了一只票,说必涨,帮我检测一下是不是杀猪盘”
  • “群里有人说这只股内幕消息稳赚,这只票安全吗”
  • “/scan-trap 贵州茅台 看看有没有被异常推广的迹象”
  • “老师带我买这个股,小红书和抖音都在推,检测一下风险”
Step-by-step guide: how to use Trap Detector (杀猪盘检测器)Install, first run, examples, tips and FAQs

Install in 3 steps

  1. 1

    Download the skill

    The ZIP contains the 2 original files, the MIT licence and an attribution note.

    trap-detector.zip
  2. 2

    Add it to your agent

    Claude Code (all projects)

    mkdir -p ~/.claude/skills && unzip trap-detector.zip -d ~/.claude/skills/

    Claude Code / Agent SDK (this project only)

    mkdir -p .claude/skills && unzip trap-detector.zip -d .claude/skills/

    Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.

  3. 3

    Ask for the task

    No special command needed — the agent reads the skill's description and loads it when your request matches. Try one of the prompts above.

Get better results

  • Give the stock name or code clearly, and include the exact phrase the tipster used, since the keyword boost and searches depend on it.
  • Treat the result as a starting point: verify the cited source URLs yourself and check the company's official filings.
  • Use it together with a fundamental analysis skill, since the skill itself leans heavily on search results that can be manipulated.

What's inside

  • references/eight-signals.md
  • SKILL.md

Redistributed unmodified from wbh604/UZI-Skill under the MIT licence. The assessment was drafted with AI from the skill's files on 2026-10-29. Skills can instruct your agent to run code — read SKILL.md and any scripts before installing.