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Agent Skill · 研究检索

diagnose(diagnose 搜索)

diagnose 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。

diagnose 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,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 55,093。

总安装 490周安装 20GitHub Stars 111下载 157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:diagnose(diagnose 搜索)
来源仓库:https://github.com/getagentseal/founder-playbook
仓库路径:skills/diagnose
安装命令:
npx skills add https://github.com/getagentseal/founder-playbook --skill diagnose
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/getagentseal/founder-playbook --skill diagnose

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。适用于关键词搜索、任务场景匹配或来源线索梳理等研究检索场景。通过 npx skills add 命令从 GitHub 仓库安装,需确认权限与维护状态。

使用前建议核实是否会触发联网、命令执行或文件读写操作。可结合原始 README 和仓库路径进一步了解具体用法与限制。

来源仓库内路径:skills/diagnose

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/getagentseal/founder-playbook --skill diagnose;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

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

diagnose 怎么安装?

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

diagnose 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。

diagnose 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

diagnose 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。

diagnose 用的人多吗?

公开数据是累计安装 490 次,近一周安装 20 次,下载 157 次,GitHub 111 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。

diagnose 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

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。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

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。
  • 只想先试试效果、不希望它改动本地文件的人。

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
diagnose

diagnose 搜索 · 本页

490111只读未明确通过

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

Note: This skill is independent analysis and commentary, not a reproduction of any original text. It synthesizes frameworks from multiple books with modern startup practice and routes founders to the right tool for their situation.

Diagnose

"The dangerous moment is when you apply the right framework to the wrong problem."

When to Use This Skill

Do you know exactly what's broken?
|-- YES --> Do you know which framework to use?
|   |-- YES --> Go use that skill directly. You don't need this.
|   +-- NO  --> THIS SKILL. You know the problem, need the tool.
+-- NO  --> THIS SKILL. Start here.

This skill exists because frameworks are tools, not answers. A hammer doesn't help when the problem is a screw. The first job is diagnosis — figuring out what's actually broken before reaching for any specific framework.


The Five Failure Modes

Every startup problem maps to one of five root causes. Most founders misdiagnose which one they have.

Failure ModeWhat It Looks LikeCommon Misdiagnosis
ProductPeople try it and stop using it"We need better marketing"
MarketCan't find anyone who cares enough to pay"We need to build more features"
MessagingGood product, people don't understand what it does"The product must be wrong"
DistributionPeople would buy it but never hear about it"We need a better website"
PricingPeople want it but won't pay what you charge"We need more features to justify the price"

The Misdiagnosis Problem

Founders almost always misdiagnose their problem by one layer. The pattern:

ACTUAL PROBLEM:        WHAT FOUNDERS THINK:        WHAT THEY DO:
Product problem    →   "Marketing isn't working"   →   Spend on ads (waste)
Market problem     →   "Need more features"        →   Build for months (waste)
Messaging problem  →   "Product must be wrong"     →   Pivot prematurely (waste)
Distribution       →   "Need better website"       →   Redesign 5 times (waste)
Pricing problem    →   "Need more value"            →   Add features nobody asked for (waste)

The Diagnostic

Answer these honestly. Not what you hope is true — what the evidence says.

Step 1: Do people want this?

Have at least 5 people given you real money (or signed a binding LOI)?
|-- YES --> Go to Step 2.
|-- NO  --> Have you talked to 10+ potential customers about their problem
|           (not your solution)?
|   |-- YES --> Did they describe the problem with emotion and specifics?
|   |   |-- YES --> You probably have a messaging, pricing, or distribution
|   |   |           problem. Go to Step 2.
|   |   +-- NO  --> You might have a MARKET problem. The problem you're
|   |               solving may not be painful enough to pay for.
|   |               → Use mom-test to validate the problem exists.
|   |               → Use four-steps Customer Discovery process.
|   +-- NO  --> STOP. You are guessing. Nothing else matters until you
|               talk to real people. → Use mom-test.

Step 2: Can people understand what you do?

Show your website/pitch to a stranger for 5 seconds. Can they tell you:
  1. What you offer?
  2. How it makes their life better?
  3. What they should do next?

All 3 clear?
|-- YES --> Go to Step 3.
|-- NO  --> You have a MESSAGING problem.
|           → Use storybrand to restructure your message.
|           → Use made-to-stick to make individual messages land.
|           → Use obviously-awesome if the confusion is about
|             what category you belong in.

Step 3: Are the right people finding you?

Are potential customers discovering your product?
|-- YES, enough volume → Go to Step 4.
|-- YES, but wrong people → You have a POSITIONING problem.
|   → Use obviously-awesome to redefine your target segment.
|   → Use crossing-the-chasm if you're reaching innovators
|     but need pragmatists.
|-- NO → You have a DISTRIBUTION problem.
|   → Use traction to systematically test channels.
|   → Use 100m-leads for tactical execution in chosen channels.

Step 4: Are they buying?

People find you, understand you, but don't buy. Why?
|-- "Too expensive" → PRICING problem.
|   → Use monetizing-innovation to redesign price+product together.
|   → Use 100m-offers to repackage the offer.
|-- "Not sure it'll work for me" → TRUST problem.
|   → Use influence (social proof, authority).
|   → Use storybrand (guide authority + testimonials).
|-- "I'll think about it" (then ghost) → URGENCY problem.
|   → Use 100m-offers (scarcity, urgency, bonuses, guarantees).
|   → Use influence (scarcity, commitment/consistency).
|-- "Went with competitor" → POSITIONING problem.
|   → Use obviously-awesome to find your unique value.
|   → Use blue-ocean-strategy if the market is commoditized.
|-- Signing up but churning → PRODUCT problem.
|   → Use lean-startup to measure and iterate.
|   → Use mom-test to understand why they leave.

Step 5: Is the sales process working?

For B2B / high-touch sales:
|-- Meetings happen but deals stall → SALES PROCESS problem.
|   → Use spin-selling for the conversation structure.
|   → Use influence for persuasion mechanics.
|-- Can't get meetings → Back to Step 3 (distribution).
|-- Deals close but take too long → Use spin-selling
|   (you're probably skipping Implication questions).

The One-Skill Rule

Every diagnosis should output: one primary skill, one secondary skill (optional), and one concrete next action the founder can do this week.

Do not stack 3-4 frameworks. Framework stacking creates the illusion of thoroughness while reducing usability. A founder drowning in problems doesn't need four life preservers thrown at once — they need one rope and clear instructions.

If two skills genuinely both apply, sequence them: "Do X first (skill A). Only after you have results, then apply skill B." Never in parallel.

The concrete next action must be something a solo founder can actually do — not "100 outreach attempts per day" but "send 10 DMs to people who posted about this problem on Reddit this week." Precision that sounds good but can't be executed is fake precision.


When No Framework Fits

Sometimes the answer is: none of these frameworks apply to your situation right now.

Signs you should stop using frameworks and just go observe reality:

  • You've been through 3+ frameworks and nothing improved. The problem might not be strategic — it might be execution, team, timing, or market conditions no book anticipated.
  • Your situation is genuinely novel. Frameworks are built from patterns of past companies. If you're doing something with no precedent, the frameworks become educated guesses at best.
  • You're using frameworks to avoid the uncomfortable thing. Usually that's talking to customers, firing someone, admitting the idea doesn't work, or making a decision with incomplete information.
  • The frameworks are contradicting each other and neither side is clearly right. Some tensions are real worldview differences (customer-centric vs product-centric, niche vs broad). You pick one and commit. No rubric resolves that for you.

The meta-rule: Frameworks help you think more clearly. They don't think for you. If you scored a 9/10 on a rubric but your gut says something is off, trust the gut and investigate. The rubric caught the easy problems. The hard ones are yours.


Quick Reference: Which Skill for What

Your SituationStart WithThen
"Nobody's buying"This diagnostic (figure out WHY)Route to the right skill
"I have an idea but haven't talked to anyone"mom-testfour-steps
"People like it but won't pay"monetizing-innovation100m-offers
"Our website doesn't convert"storybrandmade-to-stick
"We can't find customers"traction100m-leads
"Competitors are eating our lunch"obviously-awesomeblue-ocean-strategy
"Sales calls go nowhere"spin-sellinginfluence
"We have early users but can't grow past them"crossing-the-chasm (only if 10+ paying customers)traction
"Should we pivot?"lean-startupfour-steps
"Everything feels broken"This diagnosticThen one skill at a time

Scope and Limitations

What This Diagnostic Does

  • Routes you to the right framework faster than guessing
  • Catches the most common misdiagnosis patterns
  • Tells you when to stop using frameworks entirely

What It Doesn't Do

  • It doesn't replace judgment. The diagnostic narrows the options. You still decide.
  • It assumes the 14 available skills cover your problem. Some problems (hiring, fundraising, legal, operations) aren't covered here.
  • It can't diagnose problems you're not honest about. If you skip the hard questions or answer with what you wish were true, the routing breaks.
  • It oversimplifies by design. Real startups have 3 problems at once. This makes you pick one to fix first, which is usually correct but sometimes the problems are entangled and need to be solved together.

The Honest Warning

A diagnostic that always gives an answer is more dangerous than one that sometimes says "I don't know." If your situation doesn't fit any of the decision paths above, that's a signal — not a bug. Go talk to customers, advisors, or anyone who'll give you an honest read on what's happening. Then come back.

平台分布

Codex

32.96%
按下载量换算52

Claude

32.93%
按下载量换算52

Cursor

17.93%
按下载量换算28

Gemini CLI

9.87%
按下载量换算15

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

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。目前只有一个公开来源,建议同时核对源仓库。

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