Investor News Impact
digoal/blog
面向投资者的近 3 天新闻抓取与影响分析技能。触发场景 - 用户要求「抓取最近新闻」「生成投研日报」「分析新闻对 XX 行业或公司的影响」「今天或最近有什么重要新闻」时启用。若用户提供行业名则只抓该行业, 否则并发抓取「中美关系、地缘局势、美联储、民生数据、高科技、生物医疗、云计算产业、AI 产业链」8 个默认主题, 按分类总结, 推演对行业和上市公司的影响, 图文并茂输出到当前项目…
商业研究路由器：根据研究对象进入行业研究或公司研究. An agent skill from zhangxiaoqiang1991/luopan.
MITAuto-check passed
Install Luopan
$ npx skills add zhangxiaoqiang1991/luopan --skill luopan -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install zhangxiaoqiang1991/luopan luopan --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
Claude Code skills documentation · loads skills from .claude/skills/
Install the "luopan" agent skill from https://github.com/zhangxiaoqiang1991/luopan/tree/main into .claude/skills/luopan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "luopan", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add zhangxiaoqiang1991/luopan --skill luopan -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install zhangxiaoqiang1991/luopan luopan --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "luopan" agent skill from https://github.com/zhangxiaoqiang1991/luopan/tree/main into .agents/skills/luopan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "luopan", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add zhangxiaoqiang1991/luopan --skill luopan -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install zhangxiaoqiang1991/luopan luopan --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "luopan" agent skill from https://github.com/zhangxiaoqiang1991/luopan/tree/main into .cursor/skills/luopan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "luopan", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add zhangxiaoqiang1991/luopan --skill luopan -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install zhangxiaoqiang1991/luopan luopan --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "luopan" agent skill from https://github.com/zhangxiaoqiang1991/luopan/tree/main into .gemini/skills/luopan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "luopan", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install zhangxiaoqiang1991/luopan luopanInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add zhangxiaoqiang1991/luopan --skill luopan -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "luopan" agent skill from https://github.com/zhangxiaoqiang1991/luopan/tree/main into .github/skills/luopan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "luopan", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add zhangxiaoqiang1991/luopan --skill luopan -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install zhangxiaoqiang1991/luopan luopan --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "luopan" agent skill from https://github.com/zhangxiaoqiang1991/luopan/tree/main into .opencode/skills/luopan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "luopan", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
luopan- GitHub stars
- 389
- Token cost
- ~604 tokens
- SKILL.md length
- 121 words
- Files
- 28
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- MIT
At a glance
商业研究路由器：根据研究对象进入行业研究或公司研究. An agent skill from zhangxiaoqiang1991/luopan.
- Works in 4 steps: 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。 → “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。 → 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。 → …
- SKILL.md covers 第一步：识别研究对象, 第二步：公司研究先确认目的, 第三步：完整执行子 Skill and 兼容与失败处理, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Luopan is an agent skill from 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”。
Its SKILL.md is about 600 tokens, which your agent loads only when the skill is triggered. The skill folder holds 30 other files (for example `README.md`, `agents/openai.yaml` and `review-output/NVIDIA-公司调研-2026-07-12.json`).
The repository describes itself as: 行业研究 + 公司研究路由器：看清行业的钱与权力，判断公司是否值得投资或加入. The licence is MIT.
Example prompts
- “值不值得进入某行业”
- “研究一下某行业”
- “调研一下这家公司”
- “/luopan”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- 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。
- “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。
- 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。
- 不得把具体公司误送入行业 Top 30 流程。
What it can do on your machine
Read from SKILL.md and the folder at commit 499eb43. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
xiaohongshu.comx.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Luopan loads about 604 tokens when it runs. Until then it costs about 45 tokens; SKILL.md has 121 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from zhangxiaoqiang1991/luopan at commit 499eb43, republished under its MIT licence (© zhangxiaoqiang1991). 121 words, ~604 tokens.
Download SKILL.mdSave it as
.claude/skills/luopan/SKILL.md (or your agent's skills folder). This skill also uses 27 other files; get the full folder from GitHub.- name
- luopan
- description
- 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”。
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：
- 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。
- “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。
- 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。
- 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？
- 投资为主——重点看财务质量、护城河、估值和安全边际
- 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
- 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：
- 先用行业模式建立市场边界、价值链与竞争格局。
- 再用公司模式研究目标公司。
- 复用已经核实的事实与原始来源，避免重复抓取。
- 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：
- 微信：
qianggegood123（有对应付费社群和咨询服务，若感兴趣私聊即可） - 小红书：强哥 @andyxqzhang
- Twitter：@andyxqzhang001
© zhangxiaoqiang1991, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 27 other files in the repository root of zhangxiaoqiang1991/luopan.
- SKILL.md
- .gitignore
- LICENSE
- README.md
- agents/openai.yaml
- modes
- review-output/NVIDIA-公司调研-2026-07-12.html
- review-output/NVIDIA-公司调研-2026-07-12.json
- review-output/NVIDIA-公司调研-2026-07-12.md
- review-output/字节跳动-公司调研-2026-07-12.html
- review-output/字节跳动-公司调研-2026-07-12.json
- review-output/字节跳动-公司调研-2026-07-12.md
- review-output/腾讯控股-公司调研-2026-07-12.html
- review-output/腾讯控股-公司调研-2026-07-12.json
- review-output/腾讯控股-公司调研-2026-07-12.md
- screenshots/ai-power.png
- screenshots/ai-top.png
- screenshots/emotion-power.png
- … and 10 more
Open the folder on GitHubat commit 499eb43
Compare with similar skills
Luopan next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Luopan this skillzhangxiaoqiang1991/luopan | 389 | — | ~604 | Automated safety check: Pass | MIT | |
| Investor News Impactdigoal/blog | 8.6k | — | ~681 | Automated safety check: Pass | GPL-2.0 | |
| Hehe Industry Researcherhexiaofeier/hehe-industry-research-skill-pack | 306 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Wechat Tech Insight Writer843645440/wechat-skill | 109 | — | ~846 | Automated safety check: Pass | Custom licence | |
| Luopan Industryzhangxiaoqiang1991/luopan | 389 | — | ~905 | Automated safety check: Pass | MIT | |
| Luopan Company Researchzhangxiaoqiang1991/luopan | 389 | — | ~998 | Automated safety check: Pass | MIT |
Similar skills
Hehe Industry Researcher
hexiaofeier/hehe-industry-research-skill-pack
行研分析师，盒子原创行业与企业研究skill组合中的总路由入口，负责把研究开题、公开信息搜索、材料审核、行业或企业分析、Markdown 主报告和 HTML 阅读版整合成一条完整路线。支持四类任务：行业研究（规模、产业链、商业模式、竞争、PEST 外部环境、趋势、驱动力、痛点）、企业研究（业务、经营、财务、治理、估值、投资逻辑）、行业+企业研究，以及只回答其中一个或几个问题的单独专项研究。
Wechat Tech Insight Writer
843645440/wechat-skill
按用户给定主题与思路，以懂行者的主观第一人称撰写中文微信公众号文章；强情感、有行业洞察，并轮换文章结构。覆盖科技、AI、中国高新技术、企业竞争、产业链、就业、民生、历史科技事件复盘和非投资类财经。用于用户给出选题、大纲、时间线、资料或观点并要求“写公众号文章”时；默认2500—5000字Markdown。不得擅自换题或自动另找热点；不得编造亲历或高风险个性化建议。
Luopan Industry
zhangxiaoqiang1991/luopan
罗盘行业研究模式。用于研究行业结构、产业链、市场规模、竞争格局、商业模式、行业趋势、风险，以及行业是否值得进入. An agent skill from zhangxiaoqiang1991/luopan.
Luopan Company Research
zhangxiaoqiang1991/luopan
罗盘的公司研究子模式。研究具体上市或非上市公司的财务增长、商业模式、 竞争生态位、治理与组织信号，并分别生成投资初筛和求职初筛。
Questions about Luopan
What does Luopan 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. An agent skill from zhangxiaoqiang1991/luopan. Luopan is an agent skill from zhangxiaoqiang1991/luopan.
How do I install Luopan in Claude Code?
Run `npx skills add zhangxiaoqiang1991/luopan --skill luopan -a claude-code`. Or copy the skill folder (the zhangxiaoqiang1991/luopan repository) into .claude/skills/luopan in your project. Claude Code loads it when a task matches its description.
How do I install Luopan in Codex?
Run `npx skills add zhangxiaoqiang1991/luopan --skill luopan -a codex`. Or copy the skill folder (the zhangxiaoqiang1991/luopan repository) into .agents/skills/luopan in your project. Codex loads it when a task matches its description.
Can I use Luopan in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add zhangxiaoqiang1991/luopan --skill luopan -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/luopan, .gemini/skills/luopan, .github/skills/luopan and .opencode/skills/luopan in your project.
What does Luopan need to run?
SKILL.md names no scripts, command-line tools or credentials: Luopan is instructions for the agent only.
Does Luopan access the network?
SKILL.md names 2 domains. As links in the text: xiaohongshu.com and x.com. This is read from the text; nothing was executed.
Is Luopan safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Luopan use?
Luopan is published under the MIT licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Luopan use?
About 604 tokens (SKILL.md is roughly 2.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Luopan?
Skills that share tags, products or a category with Luopan: Investor News Impact (digoal/blog, 8.6k stars), Hehe Industry Researcher (hexiaofeier/hehe-industry-research-skill-pack, 306 stars), Wechat Tech Insight Writer (843645440/wechat-skill, 109 stars) and Luopan Industry (zhangxiaoqiang1991/luopan, 389 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Luopan?
zhangxiaoqiang1991 (a GitHub user) maintains it in zhangxiaoqiang1991/luopan, which has 389 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on July 18, 2026.
Source: zhangxiaoqiang1991/luopan on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.