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Agent Skill · 研究检索

research-prospect(研究前景)

research-prospect 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。

research-prospect 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,权限为操作浏览器;许可证信息还不明确,第三方扫描有未通过项,按安装量在研究检索类的 73,675 个 Skill 里排第 71,596。

总安装 194周安装 8GitHub Stars 5下载 63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:research-prospect(研究前景)
来源仓库:https://github.com/tough-tongue/demo-prep-skills
仓库路径:skills/research-prospect
安装命令:
npx skills add https://github.com/tough-tongue/demo-prep-skills --skill research-prospect
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/tough-tongue/demo-prep-skills --skill research-prospect

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。

用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。适用于需要根据关键词或任务场景进行信息检索的研究类 Agent 工作流。通过 npx skills add 命令从指定 GitHub 仓库安装使用。

建议确认权限范围和维护状态,注意可能触发联网或文件读写操作。research-prospect 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/research-prospect

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/tough-tongue/demo-prep-skills --skill research…;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

    它需要操作浏览器,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

research-prospect 怎么安装?

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

research-prospect 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。

research-prospect 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

research-prospect 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。

research-prospect 用的人多吗?

公开数据是累计安装 194 次,近一周安装 8 次,下载 63 次,GitHub 5 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。

research-prospect 安全吗?

第三方扫描有未通过项,风险较高。除非你确认过源码,否则不建议直接安装到常用环境。

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
research-prospect

研究前景 · 本页

1945操作浏览器未明确未通过

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

Prospect Research

Research a prospect company and contact to produce a structured intelligence brief. This skill gathers information from the company's website and the contact's LinkedIn profile, then cross-references with your company-profile.md to find personalization hooks.

When to Use

  • Before writing any outreach (cold email, LinkedIn message)
  • Before a demo or meeting (this skill is called automatically by demo-prep)
  • When the user says "research [name] at [company]"
  • When you need to understand a prospect before generating any output

Required Inputs

Ask the user for:

Company: [Name or website URL]
Contact: [Name and title — optional for company-only research]

If they only provide a name and company, that's enough. Research the rest.

Process

1. Load Company Profile

Read company-profile.md from the workspace root. You need this to:

  • Identify shared connections between the user and the prospect
  • Match the prospect's pain points to the user's product
  • Determine if this company fits the user's ICP

If company-profile.md doesn't exist, tell the user: "Run the setup-company skill first to set up your profile. This makes research much more useful."

2. Research the Company

Navigate to the company's website and gather:

What to FindWhere to Look
What they doHomepage hero section, About page
Who they sell toPricing page, case studies, customer logos
Company sizeAbout page, LinkedIn company page, job postings
Sales modelPricing page structure, "Book a Demo" vs "Start Free Trial"
Recent newsBlog, press page, recent funding announcements
Tech stack signalsJob postings, integrations page
Demo / trial motionCTA buttons, pricing page, "how it works"

Also check for (see research checklist):

  • Whether they have a "Book a Demo" button (relevant for demo automation)
  • Whether they're hiring for roles related to the user's product
  • Recent product launches or pivots
  • Customer testimonials that reveal their value prop

3. Research the Contact

Look up the contact on LinkedIn (use browser tools) and gather:

What to FindWhy It Matters
Current role and tenureHow long they've been there — new hires are more open to change
DepartmentMaps to which angle to use in outreach
Previous companiesShared connection opportunities
EducationShared school connections
Recent posts or activityConversation hooks, what they care about publicly
ResponsibilitiesWhat they likely own and what metrics they're measured on

4. Find Personalization Hooks

Cross-reference the contact's background with the user's company-profile.md:

If You Find...Hook to Use
Same school (any level)"Fellow [school] alum"
Same previous company"Ex-[company] here too" / "My co-founder is ex-[company]"
Same city or regionGeographic connection
Mutual LinkedIn connections"We both know [name]"
They posted about a relevant topicReference the post directly
They recently changed roles"Congrats on the new role"
Their company just raised funding"Congrats on the raise"

Priority order: Shared school > shared company > shared connection > recent event > geographic.

5. Assess ICP Fit

Based on research, assess how well this prospect matches the user's ICP from company-profile.md:

SignalWhat It Means
Role matches target rolesStrong fit
Company size matches ICPStrong fit
Industry matches ICPStrong fit
They have signals from ICP (e.g., "hiring SDRs")Strong fit
None of the aboveWeak fit — note this in the output

Output Format

# Prospect Research: [Contact Name] @ [Company Name]
**Researched:** [Date]

## Company Intel
| Field | Details |
|-------|---------|
| **Company** | [Name] |
| **Website** | [URL] |
| **Industry** | [Industry] |
| **Size** | [Estimate — employees, stage, funding] |
| **What They Do** | [2-3 sentences] |
| **Who They Sell To** | [Their customers] |
| **Sales Model** | [Inbound / outbound / PLG / enterprise] |
| **Recent News** | [Funding, launches, hires — if any] |

## Contact Intel
| Field | Details |
|-------|---------|
| **Name** | [Full name] |
| **Title** | [Job title] |
| **Department** | [Sales, Engineering, L&D, Product, etc.] |
| **Tenure** | [How long in current role] |
| **Background** | [Previous companies, education] |
| **Recent Activity** | [Posts, articles, comments — if any] |
| **Likely Priorities** | [What they probably care about based on role] |

## Personalization Hooks
- **Strongest hook:** [The best connection point]
- **Additional hooks:** [Other connection points]

## ICP Fit
[Strong / Medium / Weak] — [1 sentence explaining why]

## Relevant Pain Points
Based on their business and role, they likely care about:
1. [Pain point 1 — mapped to user's product]
2. [Pain point 2 — mapped to user's product]
3. [Pain point 3 — mapped to user's product]

Instructions

  1. Always research before generating. Never fabricate company details or contact background. If you can't find something, say so.
  2. Use browser tools for LinkedIn. Navigate to LinkedIn and search for the person. Don't guess at their background.
  3. Be specific about hooks. "Fellow IIT Delhi alum" is useful. "You both work in tech" is not.
  4. Flag weak ICP fit. If the prospect doesn't match the user's ICP, say so clearly. Don't force a fit.
  5. Keep it scannable. Tables and bullet points, not paragraphs. The user will skim this in 30 seconds.

平台分布

Codex

33.92%
按下载量换算21

Claude

31.01%
按下载量换算20

Cursor

17.24%
按下载量换算11

Gemini CLI

8.69%
按下载量换算5

安全审计

Gen Agent Trust Hub

通过

Socket

未通过

Snyk

可疑

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

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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