Company Research
stophobia/deerflow2.0-enhanced
综合企业背景调研技能,用于尽职调查、合作伙伴评估、投资分析、市场研究等场景。支持公司工商信息、财务数据、法律风险、舆情分析、竞品对比等多维度调研,自动生成Markdown和HTML格式的专业调研报告。触发条件:用户提及"企业调研"、"公司背景"、"尽职调查"、"合作伙伴评估"、"投资分析"、"市场研究"等关键词。
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。
$ npx skills add zhangxiaoqiang1991/luopan --skill luopan-company-research -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install zhangxiaoqiang1991/luopan luopan-company-research --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/zhangxiaoqiang1991/luopan.git skills-src && mkdir -p .claude/skills && cp -r skills-src/modes/company .claude/skills/luopan-company-research && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "luopan-company-research" agent skill from https://github.com/zhangxiaoqiang1991/luopan/tree/main/modes/company into .claude/skills/luopan-company-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "luopan-company-research", 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.
$skill-installer install https://github.com/zhangxiaoqiang1991/luopan/tree/main/modes/companyType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add zhangxiaoqiang1991/luopan --skill luopan-company-research -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install zhangxiaoqiang1991/luopan luopan-company-research --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zhangxiaoqiang1991/luopan.git skills-src && mkdir -p .agents/skills && cp -r skills-src/modes/company .agents/skills/luopan-company-research && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "luopan-company-research" agent skill from https://github.com/zhangxiaoqiang1991/luopan/tree/main/modes/company into .agents/skills/luopan-company-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "luopan-company-research", 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-company-research -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install zhangxiaoqiang1991/luopan luopan-company-research --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zhangxiaoqiang1991/luopan.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/modes/company .cursor/skills/luopan-company-research && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "luopan-company-research" agent skill from https://github.com/zhangxiaoqiang1991/luopan/tree/main/modes/company into .cursor/skills/luopan-company-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "luopan-company-research", 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.
$ gemini skills install https://github.com/zhangxiaoqiang1991/luopan.git --path modes/company--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add zhangxiaoqiang1991/luopan --skill luopan-company-research -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install zhangxiaoqiang1991/luopan luopan-company-research --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zhangxiaoqiang1991/luopan.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/modes/company .gemini/skills/luopan-company-research && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "luopan-company-research" agent skill from https://github.com/zhangxiaoqiang1991/luopan/tree/main/modes/company into .gemini/skills/luopan-company-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "luopan-company-research", 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 luopan-company-researchInstalls 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-company-research -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/zhangxiaoqiang1991/luopan.git skills-src && mkdir -p .github/skills && cp -r skills-src/modes/company .github/skills/luopan-company-research && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "luopan-company-research" agent skill from https://github.com/zhangxiaoqiang1991/luopan/tree/main/modes/company into .github/skills/luopan-company-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "luopan-company-research", 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-company-research -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-company-research --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zhangxiaoqiang1991/luopan.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/modes/company .opencode/skills/luopan-company-research && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "luopan-company-research" agent skill from https://github.com/zhangxiaoqiang1991/luopan/tree/main/modes/company into .opencode/skills/luopan-company-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "luopan-company-research", 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.
luopan-company-research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。
Luopan Company Research is an agent skill from 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。 由罗盘根 SKILL.md 在用户询问某公司怎么赚钱、发展怎样、值不值得投资、 值不值得投递或加入时路由到此。
Its SKILL.md is about 1000 tokens, which your agent loads only when the skill is triggered. The skill folder holds 28 other files, including scripts and reference files (for example `agents/openai.yaml`, `examples/example_report.json` and `references/audience-routing.md`).
It sits in Sales & Support, covering Sales call preparation. 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.
7 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 499eb43. It shows what the files ask for, not the result of running them.
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.
Ships 2 files in scripts/ (Python, from the files we listed), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
xiaohongshu.comx.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Luopan Company Research loads about 998 tokens when it runs, and up to ~13k if it reads all its reference files. Until then it costs about 36 tokens; SKILL.md has 171 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.
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); the scripts in this folder are not scanned.
The full file from zhangxiaoqiang1991/luopan at commit 499eb43, republished under its MIT licence (© zhangxiaoqiang1991). 171 words, ~998 tokens.
.claude/skills/luopan-company-research/SKILL.md (or your agent's skills folder). This skill also uses 24 other files; get the full folder from GitHub.不输出公司百科,而是用可追溯事实回答两个相互独立的问题:
共享事实底座,但禁止将投资与求职合成一个总分。
确认公司全称、品牌/法人/母子公司关系、上市状态、上市地、证券代码和研究基准日。法律注册地与实际经营总部不同时必须并列说明,例如“港交所上市主体,注册地为开曼群岛,实际经营总部位于深圳”;不得用注册地暗示主要经营地。只有同名实体会导致显著不同结果且无法自行确认时,才询问一个简短消歧问题。
将任务标记为:一般公司了解、投资、求职或双模式。读取并严格执行 references/audience-routing.md:已有明确意图时直接开始;用途不明时必须先让用户在投资为主、求职为主、投资与求职并重中选择。不得用公司属性、品牌印象、搜索热度或 Agent 评分代替用户选择。
读取 references/data-routing.md,按美股 SEC 申报主体、A 股、港股、其他上市市场或非上市公司路由。多地上市时明确本次证券标的和估值币种。
读取 references/evidence-standard.md 和 references/language-and-sources.md。搜集公司身份与披露质量、财务与资本配置、商业模式与单位经济、行业生态位与竞争优势、管理层与治理、组织/业务/岗位信号。默认输出中文:有同等权威的官方中文材料时优先中文;只有外文一手材料时中文转述并保留原始链接和原文标题,不为中文化牺牲证据等级。
对每条核心数据保留时间、币种、单位、口径、证据链接、页码/章节和是否为计算值。非上市公司无可验证披露时,禁止补全精确营收、利润和增速。
投资结论必须将公司质量与当前交易条件分开。求职结论必须标明它是公司级初筛、业务级判断还是 Offer 级判断。
以最强反方视角检查:
修正报告后再输出,不在最终报告中假装没有矛盾或信息局限。
读取 references/report-design.md,先写 30 秒决策卡、关键争议与折叠底稿。再读取 references/report-model.md,建立包含 facts、data_health、sections、sources 和 quiz_cards 的结构化 JSON 真源,并由同一份对象生成:
验证 JSON 后,调用 scripts/render_report.py 同时生成 HTML 与 Markdown。禁止分别即兴撰写两份报告;数字、结论、来源、测试答案与研究日期必须一致。JSON 必须保留逐条事实与证据血缘,不得退化为只有章节文字的容器。
在 JSON 中按用户选择设置 presentation.primary_audience 为 investment、career 或 balanced。投资为主时不默认生成求职章节;求职为主时不展开估值底稿;只有用户选择双主线时两者都进入主阅读路径。presentation.reason 记录用户选择,不得伪装成自动判断。
读取 references/quiz-cards.md。卡片必须是单选或多选题,包含正确答案、选项解析、证据引用和可复制追问;不生成填空或简答题。测试位于报告末尾,不阻塞用户获取报告。
输出前确认:
INSUFFICIENT。欢迎在 Issues 页面提交反馈,或直接联系作者。
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:
联系方式与链接:
qianggegood123(有对应付费社群和咨询服务,若感兴趣私聊即可)© zhangxiaoqiang1991, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 24 other files (scripts, references) in modes/company of zhangxiaoqiang1991/luopan.
Open the folder on GitHubat commit 499eb43
Luopan Company Research 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 Company Research this skillzhangxiaoqiang1991/luopan | 389 | — | ~998 | Automated safety check: Pass | MIT | |
| Company Researchstophobia/deerflow2.0-enhanced | 822 | — | ~845 | Automated safety check: Pass | MIT | |
| Meeting Prep BriefBrianRWagner/ai-marketing-claude-code-skills | 441 | — | ~922 | Automated safety check: Pass | None | |
| SdtStopDisTrain/sdt-skills | 309 | — | ~535 | Automated safety check: Pass | MIT | |
| Account Researchextruct-ai/gtm-skills | 109 | — | ~1.6k | Automated safety check: Pass | None | |
| Call Prepbreakstageaxe61/genspark-claw | 169 | — | ~986 | Automated safety check: Pass | MIT |
stophobia/deerflow2.0-enhanced
综合企业背景调研技能,用于尽职调查、合作伙伴评估、投资分析、市场研究等场景。支持公司工商信息、财务数据、法律风险、舆情分析、竞品对比等多维度调研,自动生成Markdown和HTML格式的专业调研报告。触发条件:用户提及"企业调研"、"公司背景"、"尽职调查"、"合作伙伴评估"、"投资分析"、"市场研究"等关键词。
BrianRWagner/ai-marketing-claude-code-skills
Builds a pre-meeting brief from your Obsidian vault: participant research, past notes, open commitments, a prioritized agenda and sharp questions.
StopDisTrain/sdt-skills
SDT 内容生产工具箱的总入口:根据当前任务选择最合适的 sdt- 模块,既能完成标题、开头等单一步骤,也能组织从账号研究到发布的完整流程。用户不知道该用哪个 SDT Skill,或希望一站式完成内容生产时使用。
extruct-ai/gtm-skills
Deep-research a single target account into a decision-ready dossier: the entity tree, the buying units and decision-makers, live signals (open/closed roles, leadership moves, news, tech stack), and…
breakstageaxe61/genspark-claw
Prepare an AI phone call end-to-end — research the callee, set a concrete objective and fallback, draft a natural call script with branching, and produce a post-call summary template.
thesun4sky/jobstack
기업 분석 스킬. An agent skill from thesun4sky/jobstack.
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.
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. An agent skill from zhangxiaoqiang1991/luopan.
Categories
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。. Luopan Company Research is an agent skill from zhangxiaoqiang1991/luopan.
Luopan Company Research fits situations like: tasks that involve Sales call preparation.
Run `npx skills add zhangxiaoqiang1991/luopan --skill luopan-company-research -a claude-code`. Or copy the skill folder (modes/company in zhangxiaoqiang1991/luopan) into .claude/skills/luopan-company-research in your project. Claude Code loads it when a task matches its description.
Run `npx skills add zhangxiaoqiang1991/luopan --skill luopan-company-research -a codex`. Or copy the skill folder (modes/company in zhangxiaoqiang1991/luopan) into .agents/skills/luopan-company-research in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add zhangxiaoqiang1991/luopan --skill luopan-company-research -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-company-research, .gemini/skills/luopan-company-research, .github/skills/luopan-company-research and .opencode/skills/luopan-company-research in your project.
Going by SKILL.md and its folder, Luopan Company Research needs Python for the scripts in its folder. Our summary lists: Python 3.
SKILL.md names 2 domains. As links in the text: xiaohongshu.com and x.com. This is read from the text; nothing was executed.
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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Luopan Company Research is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 998 tokens (SKILL.md is roughly 4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 12k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Luopan Company Research: Company Research (stophobia/deerflow2.0-enhanced, 822 stars), Meeting Prep Brief (BrianRWagner/ai-marketing-claude-code-skills, 441 stars), Sdt (StopDisTrain/sdt-skills, 309 stars) and Account Research (extruct-ai/gtm-skills, 109 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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.