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Agent Skill · 研究检索

company-research(公司研究)

company-research 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

company-research 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 55,572。

总安装 474周安装 19GitHub Stars 6下载 154核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:company-research(公司研究)
来源仓库:https://github.com/buyaka/product-manager-skills
仓库路径:skills/company-research
安装命令:
npx skills add https://github.com/buyaka/product-manager-skills --skill company-research
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/buyaka/product-manager-skills --skill company-research

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

company-research 提取企业高管视角的产品战略洞察。整合公开资料形成竞争格局与最佳实践画像。辅助市场进入决策或竞品对标分析。聚焦产品管理方法论而非表面信息收集。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/company-research

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/buyaka/product-manager-skills --skill company-…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

company-research 怎么安装?

在终端执行 npx skills add https://github.com/buyaka/product-manager-skills --skill company-research。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

company-research 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

company-research 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

company-research 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

company-research 用的人多吗?

公开数据是累计安装 474 次,近一周安装 19 次,下载 154 次,GitHub 6 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

company-research 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
company-research

公司研究 · 本页

4746需要联网未明确有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Purpose

Create a comprehensive company profile that extracts executive insights, product strategy, transformation initiatives, and organizational dynamics from publicly available sources. Use this to understand competitive landscape, evaluate partnership opportunities, benchmark best practices, prepare for interviews, or inform market entry decisions by understanding how successful companies think about product management and strategy.

This is not surface-level research—it's strategic intelligence gathering focused on product management perspectives and executive vision.

Key Concepts

The Executive Insights Framework

This framework synthesizes company intelligence across multiple dimensions:

Core Components:

  1. Company Overview: Basic info, history, industry context
  2. Executive Quotes: Strategic vision from CEO, COO, VP Product, Group PM
  3. Product Insights: Strategy, recent launches, innovation focus
  4. Transformation Strategies: Digital, AI, Agile transformations
  5. Organizational Impact: How PM influences strategy, cross-functional collaboration
  6. Future Roadmap: Upcoming initiatives and anticipated challenges
  7. Product-Led Growth (PLG): PLG strategies, data-driven decisions

Why This Works

  • Executive perspective: Captures leadership thinking, not just marketing copy
  • Product-centric: Focuses on PM-relevant insights (strategy, process, culture)
  • Multi-source: Synthesizes interviews, earnings calls, blog posts, case studies
  • Strategic intelligence: Informs competitive positioning, partnership evaluation, or interview prep

Anti-Patterns (What This Is NOT)

  • Not financial analysis: Focus is product strategy, not valuation or stock performance
  • Not SWOT analysis: This documents their perspective, not strengths/weaknesses assessment
  • Not surface scraping: Go deeper than "About Us" pages—find executive interviews, product blogs, earnings transcripts

When to Use This

  • Competitive analysis (understanding how competitors approach PM)
  • Partnership evaluation (assessing cultural fit and strategic direction)
  • Interview preparation (understanding company culture, product philosophy)
  • Benchmarking best practices (learning from successful companies)
  • Market entry decisions (understanding how incumbents operate)

When NOT to Use This

  • For internal analysis (this is external research)
  • When primary sources are unavailable (executives haven't spoken publicly)
  • As a substitute for customer research (this is company perspective, not customer perspective)

Application

Use template.md for the full fill-in structure.

Step 1: Define Research Scope

Clarify what you're researching and why:

## Research Objective
- **Company Name:** [e.g., "Stripe"]
- **Research Purpose:** [e.g., "Understand payment platform product strategy for competitive positioning"]
- **Key Questions:**
  - [Question 1: e.g., "How does Stripe think about platform extensibility?"]
  - [Question 2: e.g., "What's their approach to developer experience?"]
  - [Question 3: e.g., "How do they prioritize roadmap vs. custom enterprise requests?"]

Step 2: Gather Company Overview

Document basic company information:

### Company Overview

**Basic Information:**
- **Name:** [Official company name]
- **Headquarters:** [Location]
- **Industry:** [Primary industries, e.g., "Fintech, Payment Processing, Developer Tools"]
- **Founded:** [Year]
- **Size:** [Employees, revenue if public, funding if private]

**Brief History:**
- [Key milestones that shaped current market position]
- [Example: "2010: Founded by Patrick and John Collison. 2011: Launched 7-line integration. 2018: Launched Stripe Atlas. 2021: $95B valuation."]

Sources to check:

  • Company website (About, Press, Blog)
  • LinkedIn company page
  • Crunchbase / PitchBook (for funding/valuation)
  • Wikipedia (for history)

Step 3: Extract Executive Quotes on Strategic Vision

Find recent quotes from key executives:

### Executive Quotes on Strategic Vision

**Quote from the CEO:**
- "[Recent quote discussing long-term vision and market approach]"
- **Source:** [Link to interview, earnings call, blog post, conference talk]
- **Date:** [When the quote was made]
- **Context:** [Brief explanation of what prompted this quote]

**Quote from the COO:**
- "[Recent quote focusing on operational strategies and challenges]"
- **Source:** [Link]
- **Date:** [When]

**Quote from the VP of Product Management:**
- "[Recent quote detailing product strategy and innovation focus]"
- **Source:** [Link]
- **Date:** [When]

**Quote from the Group Product Manager:**
- "[Recent quote discussing specific product initiatives and customer engagement]"
- **Source:** [Link]
- **Date:** [When]

Sources to check:

  • Earnings call transcripts (if public)
  • Podcast interviews (e.g., Lenny's Podcast, Masters of Scale, How I Built This)
  • Conference talks (YouTube, company blog)
  • Blog posts by executives
  • LinkedIn posts
  • Industry publications (TechCrunch, The Verge, etc.)

Quality checks:

  • Recent: Prioritize quotes from the last 12-24 months
  • Substantive: Look for strategy/philosophy, not generic PR statements
  • Attributed: Always cite source and date

Step 4: Document Product Insights

Synthesize product strategy and recent launches:

### Detailed Product Insights

**Product Strategy Overview:**
- [Describe overall product strategy, emphasizing integration of market needs with technological capabilities]
- [Example: "Stripe's product strategy centers on developer experience: reduce integration complexity, provide powerful primitives, enable rapid experimentation"]

**Recent Product Launches and Innovations:**
1. **[Product/Feature 1]** - [Description and market impact]
   - [Example: "Stripe Tax (2021): Automated sales tax calculation. Removed compliance barrier for global expansion."]
2. **[Product/Feature 2]** - [Description and impact]
3. **[Product/Feature 3]** - [Description and impact]

**Product Philosophy:**
- [Key principles that guide product decisions]
- [Example: "Start with developer needs, not enterprise sales. Build for 10x scale before you need it. Default to public APIs."]

Sources to check:

  • Product blog or changelog
  • Product Hunt launches
  • Release notes
  • Product team blog posts or case studies

Step 5: Identify Transformation Strategies

Document how the company is evolving:

### Transformation Strategies and Initiatives

**Digital Transformation:**
- [Describe approach to digital transformation, emphasizing integration of cutting-edge technology with existing processes]
- [Example: "Migrated from monolith to microservices architecture (2019-2022). Enabled 10x faster feature deployment."]

**AI Transformation:**
- [Explain how AI is incorporated into core processes, product offerings, and market positioning]
- [Example: "Launched Radar for fraud detection (ML-powered). Reduced false positives by 40%, processing $640B annually."]

**Agile Transformation:**
- [Detail adoption of Agile methodologies, highlighting improvements in collaboration, project management, product delivery]
- [Example: "Adopted Shape Up methodology (6-week cycles, no sprints). Improved focus, reduced meeting overhead."]

Sources to check:

  • Engineering blog
  • Case studies or white papers
  • Conference talks by engineering/product leaders
  • LinkedIn posts about process changes

Step 6: Understand Organizational Impact of Product Management

Document how PM functions within the organization:

### Organizational Impact of Product Management

**Role of Product Management in Strategic Decisions:**
- [Discuss how PM influences strategic decisions]
- [Example: "PMs own P&L for their product area. Directly influence company roadmap through quarterly planning process. CEO reviews roadmap with PM leads, not just VPs."]

**Cross-Functional Collaboration:**
- [Outline collaboration between PM and other departments]
- [Example: "PMs co-located with engineering (not in separate 'product' org). Weekly design reviews with Design VP. Monthly GTM sync with Sales/Marketing."]

**PM Career Paths:**
- [If available, describe how PMs grow and advance]
- [Example: "IC track: PM → Senior PM → Staff PM → Principal PM. Manager track: PM → Group PM → Director → VP."]

Sources to check:

  • PM job postings (describe role, responsibilities, team structure)
  • LinkedIn profiles (track PM career progression)
  • PM blog posts or interviews
  • Glassdoor reviews (internal culture insights)

Step 7: Analyze Future Roadmap and Challenges

Identify where the company is headed:

### Future Product Roadmap and Challenges

**Upcoming Product Initiatives:**
- [Detail planned initiatives and alignment with strategic goals]
- [Example: "Expanding into embedded finance (Stripe Capital, Stripe Treasury). Goal: Become financial infrastructure for the internet, not just payments."]

**Anticipated Market Challenges:**
- [Identify potential challenges and PM team plans to address them]
- [Example: "Challenge: Increasing competition from Square, PayPal. Response: Double down on developer experience, global expansion (70+ countries)."]

**Competitive Threats:**
- [Document acknowledged or observed competitive pressures]

Sources to check:

  • Earnings calls (forward-looking statements)
  • Analyst reports
  • Industry news (funding rounds by competitors, market shifts)

Step 8: Document Product-Led Growth Insights

If applicable, capture PLG strategies:

### Product-Led Growth Insights

**Implementation of PLG Strategies:**
- [Describe how the company employs PLG to enhance customer acquisition, retention, expansion]
- [Example: "Self-serve onboarding: 7-line code integration. No sales calls required for <$1M ARR. 90% of customers start with free tier."]

**Data-Driven Product Decisions:**
- [Explain role of data analytics in shaping product decisions and driving growth]
- [Example: "Instrumented every API call. PMs have real-time dashboards. Feature adoption tracked within 24 hours of launch."]

Sources to check:

  • Product analytics blog posts
  • Growth team blog posts
  • Case studies on activation, retention, expansion

Step 9: Synthesize Key Takeaways

Summarize the most important insights:

### Key Takeaways

**Strategic Principles:**
1. **[Principle 1]** - [What you learned about their approach]
2. **[Principle 2]** - [What you learned]
3. **[Principle 3]** - [What you learned]

**Product Management Lessons:**
1. **[Lesson 1]** - [Applicable insight for your context]
2. **[Lesson 2]** - [Applicable insight]
3. **[Lesson 3]** - [Applicable insight]

**Questions for Further Research:**
- [Unanswered question 1]
- [Unanswered question 2]

Examples

See examples/sample.md for a full company research example.

Mini example excerpt:

**Company Name:** Stripe
**Research Purpose:** Understand payment platform product strategy
**Key Questions:** Developer experience? Platform extensibility?

Common Pitfalls

Pitfall 1: Surface-Level Research

Symptom: "Stripe is a payments company. They process payments."

Consequence: No strategic insights.

Fix: Go deeper—find executive interviews, engineering blogs, product philosophy posts.


Pitfall 2: No Source Citations

Symptom: "The CEO said the company is focused on innovation"

Consequence: Unverifiable, low credibility.

Fix: Always cite source and date: "The CEO said X (Source: Lenny's Podcast, Episode 185, Sept 2023)."


Pitfall 3: Mixing Opinion with Facts

Symptom: "Stripe's product strategy is great because they focus on developers"

Consequence: Analysis, not research.

Fix: Document *what* they do, not whether it's "good." Save analysis for "Key Takeaways."


Pitfall 4: Outdated Information

Symptom: Using 5-year-old quotes or strategies

Consequence: Irrelevant insights (company strategies evolve).

Fix: Prioritize sources from the last 12-24 months.


Pitfall 5: Ignoring Negative Signals

Symptom: Only documenting successes, ignoring challenges or failures

Consequence: Incomplete picture.

Fix: Include "Anticipated Market Challenges" and competitive threats.


References

Related Skills

  • skills/positioning-statement/SKILL.md — Use company research to understand competitive positioning
  • skills/pestel-analysis/SKILL.md — Company research informs market context
  • skills/proto-persona/SKILL.md — Executive quotes may reveal target personas

External Frameworks

  • Competitive intelligence frameworks
  • Strategic analysis methodologies

Dean's Work

  • Executive Insights Company Profile Template

Provenance

  • Adapted from prompts/company-profile-executive-insights-research.md in the https://github.com/deanpeters/product-manager-prompts repo.

Skill type: Component Suggested filename: company-research.md Suggested placement: /skills/components/ Dependencies: References skills/positioning-statement/SKILL.md, skills/pestel-analysis/SKILL.md

平台分布

Codex

34.66%
按下载量换算53

Claude

30%
按下载量换算46

Cursor

17.92%
按下载量换算28

Gemini CLI

9.28%
按下载量换算14

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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