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Agent Skill · 研究检索

market-research(市场研究)

market-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。

market-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,权限为权限未标注;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 62,606。

总安装 329周安装 14GitHub Stars 168下载 115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:market-research(市场研究)
来源仓库:https://github.com/whawkinsiv/claude-code-skills
仓库路径:skills/market-research
安装命令:
npx skills add https://github.com/whawkinsiv/claude-code-skills --skill market-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/whawkinsiv/claude-code-skills --skill market-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。

market-research 用于查找、检索和筛选相关信息。适用于根据关键词或任务场景快速定位候选结果的场景。支持在 Codex、Claude、Cursor、Gemini CLI 等宿主中使用。安装时需注意权限范围和是否触发外部网络请求。

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/market-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/whawkinsiv/claude-code-skills --skill market-r…;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

    权限没有明确标注,第一次使用时只给一个无关紧要的任务,观察它到底读了哪些文件和网络。

常见问题

6 条

market-research 怎么安装?

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

market-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。

market-research 需要什么权限?

权限级别没有明确标注。第一次使用时建议只给无关紧要的任务,观察它实际读写了哪些内容。

market-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。

market-research 用的人多吗?

公开数据是累计安装 329 次,近一周安装 14 次,下载 115 次,GitHub 168 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。

market-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
market-research

市场研究 · 本页

329168权限未标注未明确有提醒

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

Market Research & Competitive Analysis

Markets matter more than ideas. This skill helps you evaluate whether your market is worth entering — and how to validate demand before you build.

Core Principles

  • A mediocre product in a great market beats a brilliant product in a dead one.
  • All market sizing is wrong. The goal is order-of-magnitude clarity, not decimal precision.
  • Competitors are evidence that demand exists. Zero competitors is a warning sign, not an advantage.
  • The best solo-founder markets have high pain, fragmented incumbents, and willingness to pay — not the biggest TAM.
  • Research is only useful if it changes a decision. Every analysis should end with a clear recommendation.

Early Validation: Before You Build Anything

Finding Your First 10 People to Talk To

Before doing market sizing, validate that real people have this problem.

Method 1: Cold Outreach (Fastest — 1-2 weeks)

  • LinkedIn: Search for your ICP's job title → send connection request with a note
  • Twitter/X: Search hashtags related to the problem → DM active posters
  • Reddit: Find niche subreddits → comment helpfully → DM engaged users
  • Email: Find company websites of target customers → reach out to founders/decision-makers

Cold outreach template:

Subject: Quick question about [problem area]

Hi [Name],

I'm researching how [ICP role] handles [specific problem]. I noticed you [signal that they have this problem — e.g., posted about it, work in relevant role, use a competing tool].

Would you be open to a 15-minute call this week? I'm not selling anything — just trying to understand the problem better before I build a solution.

Happy to share what I learn from the research as a thank you.

[Your name]

Method 2: Communities (Higher quality — 2-4 weeks)

  • Indie Hackers: Search for threads where your ICP discusses the problem
  • Facebook Groups: Search for niche groups (e.g., "Freelance Copywriters", "SaaS Founders")
  • Slack communities: Industry-specific channels, FounderPath, etc.
  • Discord: More engaged than most channels for technical audiences

Method 3: Landing Page Test (Lowest effort — 2-3 weeks)

  1. Build a simple landing page describing the problem you solve (use Lovable or Claude Code)
  2. Drive 100-200 visits via communities, social posts, or $100-200 in ads
  3. Measure: Signups / Visitors = interest rate
  4. Below 5% signup rate → positioning is unclear or demand is weak

After 5 Conversations, Ask Yourself

  • Did 3+ people independently describe the same pain? → Demand likely real
  • Would they pay? Did anyone name a price unprompted? → Market likely exists
  • Do they already use 2+ workarounds? → Problem is acute
  • Did you learn something that surprised you? → Explore it in conversations 6-10

Decision threshold:

  • 3+ people confirm the problem AND 2+ say they'd pay → proceed to market sizing and build
  • Mixed signals after 10 conversations → either pivot your hypothesis or try a different ICP segment
  • Nobody cares after 10 conversations → this isn't a real problem. Pick a different idea.

Avoiding Analysis Paralysis

5 conversations reveal 80% of what you need to know. The other 20% you learn by building and shipping. Don't wait for certainty — it never comes.


Market Sizing (Napkin Math That Matters)

Tell AI:

Help me size the market for my SaaS idea:
- Product: [what it does]
- Target customer: [who — job title, company size, industry]
- Problem it solves: [the pain point]

Do a bottom-up calculation:
1. Estimate how many potential buyers exist (use industry data, LinkedIn job title counts)
2. Multiply by a realistic price point for this type of tool
3. Apply a 1-3% capture rate for a new entrant
4. Tell me: does this math support a solo-founder business ($200K-500K ARR)?

Bottom-Up (The Only Method That Matters for Solo Founders)

1. How many potential buyers exist?
   [Industry size] × [% that match your ICP]
   Example: 500,000 US marketing agencies × 12% that are 5-20 person = 60,000

2. What will each pay annually?
   [Price point] × [12 months]
   Example: $49/month × 12 = $588/year

3. Realistic addressable market:
   [Buyers] × [Annual price] × [Capture rate]
   Example: 60,000 × $588 × 2% = $705,600/year achievable

4. Sanity check: Does that number fund the business you want?
   Solo founder needs $200K-$500K ARR to replace income + reinvest.
   If max realistic capture is $100K, the market is too small.

Top-Down (Sanity Check Only)

TAM = Total market revenue (all possible buyers globally)
SAM = Segment you can serve (geography, vertical, size)
SOM = What you can realistically capture in 3 years

Rule of thumb: SOM is 1-5% of SAM for a new entrant.
If SOM doesn't fund your business, stop here.

Volume Estimation Sources

  • Government data: Census Bureau, BLS (industry counts)
  • Industry reports: IBISWorld, Statista (skim free summaries)
  • LinkedIn: Search ICP job titles → count results
  • Job boards: Volume of relevant roles = proxy for market size
  • Competitor traffic: SimilarWeb free tier → estimate active users
  • Subreddits/communities: Member counts = demand signal

Competitive Analysis

Tell AI:

Analyze the competitive landscape for my product:
- My product: [what it does]
- My target customer: [who]
- Known competitors: [list any you know, or "not sure"]

For each competitor, find: pricing, target audience, strengths, weaknesses
(check G2/Capterra reviews for complaints). Then build a 2x2 positioning
matrix showing where I could differentiate.

Substitute Mapping

Every product competes with four types:

  1. Direct competitors — Same solution, same audience (Basecamp vs. Asana)
  2. Indirect competitors — Different solution, same problem (spreadsheets vs. project tool)
  3. DIY / manual process — They do it by hand (Post-its, email threads)
  4. Do nothing — They tolerate the pain (this is your real enemy)

Competitor Research Template

For each direct competitor:

## [Competitor Name]

**What they do**: One sentence.
**Target audience**: Who they sell to.
**Pricing**: Tiers and price points.
**Strengths**: 2-3 things they do well.
**Weaknesses**: 2-3 gaps, complaints, or underserved areas.
**Positioning**: Homepage headline — how they describe themselves.
**Traffic/Scale**: Monthly visits (SimilarWeb), review count (G2/Capterra).

### Where You Win
What specific thing will you do 10x better?

Research Sources

  • Pricing: Visit their pricing page. Screenshot it.
  • Positioning: Read their homepage headline and subheadline.
  • Weaknesses: G2, Capterra, Product Hunt, Reddit threads, Twitter complaints.
  • Traffic: SimilarWeb (free tier).
  • Features: Their docs/changelog reveal what they've built and haven't.
  • Hiring: Job postings reveal strategic direction.

Competitive Positioning Matrix

Build a 2×2 matrix with the two dimensions your ICP cares most about:

Example axes:
  X: Simple ←————→ Powerful
  Y: Cheap  ←————→ Premium

Plot competitors on this grid. Find the empty quadrant. That's your positioning opportunity.

Solo-Founder Market Fit Assessment

Score each criterion 1-5. Minimum viable total: 25/40.

CriterionScoreNotes
Pain intensity — Hair-on-fire problem?/55 = actively searching for a fix
Willingness to pay — Already pay for substitutes?/55 = pay $50+/mo for something worse
Reachable audience — Can you find and contact them?/55 = concentrated in known communities
Fragmented competition — No dominant monopoly?/55 = many small players, no clear winner
Small enough for solo — Can one person serve this?/55 = low support burden, self-serve viable
Recurring need — Will they use it monthly?/55 = daily/weekly active use
Your unfair advantage — Domain expertise or distribution?/55 = deep insider knowledge
Technical feasibility — Build core in 4-8 weeks?/55 = well-understood, no R&D needed

Scoring:

  • 35-40: Exceptional fit. Move fast.
  • 25-34: Viable. Validate the weak spots.
  • Below 25: Reconsider. Weak markets kill good products.

Distribution Vector Analysis

ChannelCost to TestTime to SignalScalable?
Cold outreach$0 (time only)2-4 weeksSomewhat
Communities$0 (time only)1-3 monthsSomewhat
Paid search$200-5001-2 weeksYes (if CAC works)
SEO / Content$0 (time only)3-6 monthsYes
Directories$0-2001-2 monthsYes (passive)
Partnerships$0 (time only)2-6 monthsYes

Rule: Pick the ONE channel you can test in <30 days with <$500. Prove it works before diversifying.


Buyer Leverage Check

Confirm your ICP can actually buy:

  1. Controls budget? If they need 3 levels of approval, you lose.
  2. Below "just expense it" threshold? ($50-100/mo for individuals, $500-1K for teams)
  3. Can adopt without IT? Self-serve SaaS with optional SSO wins.
  4. Low switching cost? If migration takes weeks, adoption stalls.
  5. One person gets value alone? Network effects help growth but hurt initial adoption.

All five should be "yes" for a solo-founder SaaS.


Common Mistakes

MistakeFix
Analysis paralysis — researching for months instead of shipping5 conversations + napkin math. Then build.
Inflating TAM to feel good ("it's a $10B market!")Bottom-up only. TAM is a vanity metric for solo founders.
Ignoring "do nothing" as a competitorMost of your market tolerates the pain. Your real competition is inertia.
Researching the wrong ICPTalk to the person who writes the check, not the person who has the problem.
Only talking to people who confirm your ideaSeek disconfirming evidence. Ask "why wouldn't you use this?"
Skipping competitive pricing researchVisit every competitor's pricing page. Screenshot them. This is your anchor.

Related Skills

  • validate — Test demand after market research confirms opportunity
  • customer-research — Go deeper with customer interviews and personas
  • prioritize — Use market research to prioritize what to build
  • pricing — Use competitive analysis to inform pricing decisions

平台分布

Codex

35.32%
按下载量换算41

Claude

29.31%
按下载量换算34

Cursor

18.88%
按下载量换算22

Gemini CLI

9.24%
按下载量换算11

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

权限未标注

当前来源未能明确判断权限范围,默认进入异常复核队列。

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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