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Agent Skill · 研究检索

challenge(challenge 搜索)

challenge 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。

challenge 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,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 7,614。

总安装 18,487周安装 786GitHub Stars 13,228下载 6,477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:challenge(challenge 搜索)
来源仓库:https://github.com/alirezarezvani/claude-skills
仓库路径:skills/challenge
安装命令:
npx skills add https://github.com/alirezarezvani/claude-skills --skill challenge
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/alirezarezvani/claude-skills --skill challenge

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。

通过预设失败场景来系统性发现计划弱点。不是否定计划,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。而是增强其现实适应性。聚焦于识别错误假设而非运气因素导致的失败。challenge 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/challenge

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/alirezarezvani/claude-skills --skill challenge;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

challenge 怎么安装?

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

challenge 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。

challenge 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。

challenge 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。

challenge 用的人多吗?

公开数据是累计安装 18,487 次,近一周安装 786 次,下载 6,477 次,GitHub 13,228 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。

challenge 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。
  • 来源仓库有 13,228 星,维护活跃度相对可查。

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。

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
challenge

challenge 搜索 · 本页

18,48713,228需要联网未明确通过

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

/em:challenge — Pre-Mortem Plan Analysis

Command: /em:challenge <plan>

Systematically finds weaknesses in any plan before reality does. Not to kill the plan — to make it survive contact with reality.


The Core Idea

Most plans fail for predictable reasons. Not bad luck — bad assumptions. Overestimated demand. Underestimated complexity. Dependencies nobody questioned. Timing that made sense in a spreadsheet but not in the real world.

The pre-mortem technique: imagine it's 12 months from now and this plan failed spectacularly. Now work backwards. Why?

That's not pessimism. It's how you build something that doesn't collapse.


When to Run a Challenge

  • Before committing significant resources to a plan
  • Before presenting to the board or investors
  • When you notice you're only hearing positive feedback about the plan
  • When the plan requires multiple external dependencies to align
  • When there's pressure to move fast and "figure it out later"
  • When you feel excited about the plan (excitement is a signal to scrutinize harder)

The Challenge Framework

Step 1: Extract Core Assumptions

Before you can test a plan, you need to surface everything it assumes to be true.

For each section of the plan, ask:

  • What has to be true for this to work?
  • What are we assuming about customer behavior?
  • What are we assuming about competitor response?
  • What are we assuming about our own execution capability?
  • What external factors does this depend on?

Common assumption categories:

  • Market assumptions — size, growth rate, customer willingness to pay, buying cycle
  • Execution assumptions — team capacity, velocity, no major hires needed
  • Customer assumptions — they have the problem, they know they have it, they'll pay to solve it
  • Competitive assumptions — incumbents won't respond, no new entrant, moat holds
  • Financial assumptions — burn rate, revenue timing, CAC, LTV ratios
  • Dependency assumptions — partner will deliver, API won't change, regulations won't shift

Step 2: Rate Each Assumption

For every assumption extracted, rate it on two dimensions:

Confidence level (how sure are you this is true):

  • High — verified with data, customer conversations, market research
  • Medium — directionally right but not validated
  • Low — plausible but untested
  • Unknown — we simply don't know

Impact if wrong (what happens if this assumption fails):

  • Critical — plan fails entirely
  • High — major delay or cost overrun
  • Medium — significant rework required
  • Low — manageable adjustment

Step 3: Map Vulnerabilities

The matrix of Low/Unknown confidence × Critical/High impact = your highest-risk assumptions.

Vulnerability = Low confidence + High impact

These are not problems to ignore. They're the bets you're making. The question is: are you making them consciously?

Step 4: Find the Dependency Chain

Many plans fail not because any single assumption is wrong, but because multiple assumptions have to be right simultaneously.

Map the chain:

  • Does assumption B depend on assumption A being true first?
  • If the first thing goes wrong, how many downstream things break?
  • What's the critical path? What has zero slack?

Step 5: Test the Reversibility

For each critical vulnerability: if this assumption turns out to be wrong at month 3, what do you do?

  • Can you pivot?
  • Can you cut scope?
  • Is money already spent?
  • Are commitments already made?

The less reversible, the more rigorously you need to validate before committing.


Output Format

Challenge Report: [Plan Name]

CORE ASSUMPTIONS (extracted)
1. [Assumption] — Confidence: [H/M/L/?] — Impact if wrong: [Critical/High/Medium/Low]
2. ...

VULNERABILITY MAP
Critical risks (act before proceeding):
• [#N] [Assumption] — WHY it might be wrong — WHAT breaks if it is

High risks (validate before scaling):
• ...

DEPENDENCY CHAIN
[Assumption A] → depends on → [Assumption B] → which enables → [Assumption C]
Weakest link: [X] — if this breaks, [Y] and [Z] also fail

REVERSIBILITY ASSESSMENT
• Reversible bets: [list]
• Irreversible commitments: [list — treat with extreme care]

KILL SWITCHES
What would have to be true at [30/60/90 days] to continue vs. kill/pivot?
• Continue if: ...
• Kill/pivot if: ...

HARDENING ACTIONS
1. [Specific validation to do before proceeding]
2. [Alternative approach to consider]
3. [Contingency to build into the plan]

Challenge Patterns by Plan Type

Product Roadmap

  • Are we building what customers will pay for, or what they said they wanted?
  • Does the velocity estimate account for real team capacity (not theoretical)?
  • What happens if the anchor feature takes 3× longer than estimated?
  • Who owns decisions when requirements conflict?

Go-to-Market Plan

  • What's the actual ICP conversion rate, not the hoped-for one?
  • How many touches to close, and do you have the sales capacity for that?
  • What happens if the first 10 deals take 3 months instead of 1?
  • Is "land and expand" a real motion or a hope?

Hiring Plan

  • What happens if the key hire takes 4 months to find, not 6 weeks?
  • Is the plan dependent on retaining specific people who might leave?
  • Does the plan account for ramp time (usually 3–6 months before full productivity)?
  • What's the burn impact if headcount leads revenue by 6 months?

Fundraising Plan

  • What's your fallback if the lead investor passes?
  • Have you modeled the timeline if it takes 6 months, not 3?
  • What's your runway at current burn if the round closes at the low end?
  • What assumptions break if you raise 50% of the target amount?

The Hardest Questions

These are the ones people skip:

  • "What's the bear case, not the base case?"
  • "If this exact plan was run by a team we don't trust, would it work?"
  • "What are we not saying out loud because it's uncomfortable?"
  • "Who has incentives to make this plan sound better than it is?"
  • "What would an enemy of this plan attack first?"

Deliverable

The output of /em:challenge is not permission to stop. It's a vulnerability map. Now you can make conscious decisions: validate the risky assumptions, hedge the critical ones, or accept the bets you're making knowingly.

Unknown risks are dangerous. Known risks are manageable.

平台分布

Codex

31.52%
按下载量换算2,042

Claude

29.87%
按下载量换算1,935

Cursor

19.99%
按下载量换算1,295

Gemini CLI

10.21%
按下载量换算661

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

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。目前只有一个公开来源,建议同时核对源仓库。

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