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Luopan

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zhangxiaoqiang1991
luopan

商业研究路由器:根据研究对象进入行业研究或公司研究。 用户询问行业结构、产业链、市场格局、行业前景或“值不值得进入某行业”时,运行行业模式。 用户询问具体公司怎么赚钱、发展状况、财务表现、生态位、是否值得投资、是否值得投递或加入时,运行公司模式。 典型表达包括“研究一下某行业”“调研一下这家公司”“某公司值得投资吗”“去某公司工作怎么样”。

Overview

Publisherzhangxiaoqiang1991
Repositoryluopan
Skill nameluopan
Stars
388
Forks
42
Bundled files
42
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 42 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by zhangxiaoqiang1991 on GitHub. Read the source before you install it.

Installation

Install the Luopan AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/zhangxiaoqiang1991/luopan/tree/main
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/zhangxiaoqiang1991/luopan.git \
  .claude/skills/luopan
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Luopan in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Luopan on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Luopan is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

罗盘 · 商业研究路由器

不输出百科,输出判断。

🔒 数据底盘:腾讯自选股(腾讯证券)官方接口

罗盘的所有结构化金融数据(行情、财报、估值、一致预期、研报、资金流向等)均通过 westock-data 命令调用腾讯自选股官方数据接口——与微信「腾讯微证券」小程序、腾讯自选股 APP 同源,是国内金融结构化数据的第一梯队来源。A 股/港股覆盖深度尤其突出。

行业与宏观数据辅以权威一手材料交叉验证。每份报告的信源等级(A/B/C 三级)和证据血缘均在报告中逐条标注。

本文件只负责识别研究对象、确认公司研究目的并加载对应子 Skill。具体方法论不得复制到根文件。

第一步:识别研究对象

用户意图路由必须读取
行业结构、产业链、市场规模、竞争格局、行业机会行业模式modes/industry/SKILL.md
具体公司、品牌、证券、Offer 或岗位公司模式modes/company/SKILL.md
同时研究行业和具体公司组合模式先读行业 Skill,再读公司 Skill;复用事实与来源
行业报告后追问其中一家公司公司模式继承行业上下文,再读公司 Skill

判定规则:

  1. 出现具体公司名、品牌名、股票代码、Offer 或岗位归属时,公司模式优先。
  2. “AI、消费、芯片、新能源”等对象指向赛道或产业时,进入行业模式。
  3. 名称有歧义时,先根据上下文消歧;只有不同解释会显著改变研究结果时,才问一个简短问题。
  4. 不得把具体公司误送入行业 Top 30 流程。

第二步:公司研究先确认目的

用户已经明确投资或求职目的时,直接加载并执行 modes/company/SKILL.md 的对应模式。

用户只说“帮我调研一下这家公司”、只给公司名,或没有说明用途时,必须先问:

你这次调研主要想解决哪类问题?

  1. 投资为主——重点看财务质量、护城河、估值和安全边际
  2. 求职为主——重点看业务前景、组织稳定性、岗位价值和面试反问
  3. 投资与求职并重——两条主线都研究,但共享事实、避免重复

这是唯一的前置问题。用户选择前必须等待,不搜索、不抓取、不生成报告,也不得根据公司类型替用户猜测。

选择后的边界:

  • 投资为主:不默认生成求职章节和面试十问。
  • 求职为主:不展开估值底稿和买入价格。
  • 投资与求职并重:只有用户明确选择第三项才生成两条主线,投资与求职结论分开。
  • 用户说“不要问,直接做”但仍未说明用途时,只要求其回复 1 / 2 / 3;在用途确认前不得加载深度研究流程,也不得把“双线并重”偷偷设为默认值。

第三步:完整执行子 Skill

路由后必须完整读取对应子 Skill,再开始研究:

  • 行业模式:modes/industry/SKILL.md
  • 公司模式:modes/company/SKILL.md

子 Skill 的信源、证据、输出、测试卡片和质量门禁均为强制规则。根路由不得用摘要替代其完整内容。

组合模式下:

  1. 先用行业模式建立市场边界、价值链与竞争格局。
  2. 再用公司模式研究目标公司。
  3. 复用已经核实的事实与原始来源,避免重复抓取。
  4. 行业判断不能替代公司投资或求职判断,两类结论必须保持边界。

兼容与失败处理

  • 若宿主无法读取子文件,明确说明限制并停止,不得凭根文件臆造完整方法论。
  • 行业报告发现值得深挖的公司时,可以给出后续研究入口,但不得自动生成用户没要求的公司报告。
  • 公司研究是决策初筛,不替代持牌投资建议,也不替代对具体岗位、团队和 Offer 的面试核实。

语言

  • 用户使用中文时,报告与交互默认使用中文。
  • 专有名词首次出现时可保留原文;来源标题优先中文化,同时保留原始链接。

反馈 & 帮助迭代

欢迎在 Issues 页面提交反馈,或直接联系作者。

关于我

大厂转型人强哥(全网同名)

河北邯郸人,曾武汉求学,现居北京。曾就职腾讯、字节跳动。目前负责 AI + 内容增长、产品运营。关注以下三方面的机会,欢迎交流 / 围观朋友圈:

  • AI 内容运营:从战略、策略到执行的内容增长
  • AI 培训 / 布道:帮团队真正用好 AI,不只是上个课
  • AI 内部提效:搭建工具流,把 AI 落地到业务流程里

联系方式与链接:

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Luopan AI skill do?

商业研究路由器:根据研究对象进入行业研究或公司研究。 用户询问行业结构、产业链、市场格局、行业前景或“值不值得进入某行业”时,运行行业模式。 用户询问具体公司怎么赚钱、发展状况、财务表现、生态位、是否值得投资、是否值得投递或加入时,运行公司模式。 典型表达包括“研究一下某行业”“调研一下这家公司”“某公司值得投资吗”“去某公司工作怎么样”。

Why use Luopan on TypingMind?

Because you install it once and use it with any model. Luopan is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Luopan in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/zhangxiaoqiang1991/luopan/tree/main. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Luopan?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Luopan?

As many as you like. As long as a model supports skills, you can use Luopan with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Luopan AI skill free?

Yes. It is published on GitHub by zhangxiaoqiang1991 under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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