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Agent Skill · 研究检索

the-challenger(挑战者)

the-challenger 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。

the-challenger 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 66,577。

总安装 261周安装 11GitHub Stars 34下载 92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:the-challenger(挑战者)
来源仓库:https://github.com/fimoklei/pm-ai-playbook
仓库路径:skills/the-challenger
安装命令:
npx skills add https://github.com/fimoklei/pm-ai-playbook --skill the-challenger
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/fimoklei/pm-ai-playbook --skill the-challenger

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。

the-challenger 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。适用于根据关键词、任务场景或来源线索进行信息检索与筛选的场景。通过 npx skills add 命令从指定 GitHub 仓库安装并使用。

安装前建议确认权限范围、维护状态,以及是否会触发联网或文件读写操作。可结合原始 README 进一步核验具体用法和功能边界。

来源仓库内路径:skills/the-challenger

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/fimoklei/pm-ai-playbook --skill the-challenger;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

the-challenger 怎么安装?

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

the-challenger 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。

the-challenger 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。

the-challenger 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。

the-challenger 用的人多吗?

公开数据是累计安装 261 次,近一周安装 11 次,下载 92 次,GitHub 34 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。

the-challenger 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
the-challenger

挑战者 · 本页

26134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

The Challenger

A pre-launch red team skill that identifies failure modes and validates assumptions before you commit resources.

When to Use This Skill

Use The Challenger:

  • Before committing significant resources (time, budget, people) to an idea
  • When evaluating whether to pursue a new product, feature, or initiative
  • When stakeholders seem overly optimistic about a proposal
  • After brainstorming but before implementation planning
  • When the cost of failure would be high (reputation, market position, resources)

Critical timing: Use this AFTER idea development but BEFORE detailed implementation. Goal: identify fatal flaws while pivot costs are still low.

The 6-Phase Process

Phase 1: Pre-Mortem Analysis Assume the project has failed spectacularly in [appropriate timeframe]. Generate failure scenarios across Market, Technical, Resource, Execution, and External categories. Rate each: likelihood (1-5), impact (1-5), evidence level, early warning signals. → See references/pre-mortem-detailed.md for full guidance

Phase 2: Assumption Extraction Extract all implicit assumptions from the proposal and failure scenarios. Categorize by type: Desirability (do they want this?), Feasibility (can we build?), Viability (should we?), Adaptability (can it survive change?).

Phase 3: Assumption Mapping Map each assumption on two axes: Importance (1-5) × Evidence (1-5). Focus on DANGER ZONE: high importance + low evidence. → See references/assumption-mapping-detailed.md for mapping guidance

Phase 4: Adversarial Testing For each danger-zone assumption, apply:

  • Opposition test: "If opposite is true, does it matter?"
  • "What would have to be true" test
  • Evidence audit: What proof do we have?
  • Falsification test: What would prove this wrong? → See references/assumption-mapping-detailed.md for testing protocols

Phase 5: IF-THEN Risk Statements Convert critical assumptions into: "IF [assumption] proves false, THEN [specific consequence] occurs, requiring [contingency action]" → See references/risk-framework.md for statement templates

Phase 6: Go/No-Go Decision

  • 🔴 RED (Don't Proceed): Multiple high-impact failures, no validation path
  • 🟡 YELLOW (Validate First): Critical assumptions need testing before commitment
  • 🟢 GREEN (Proceed with Monitoring): Strong evidence, mitigation plans in place

Output Template

ALWAYS structure your final output exactly as follows:

# [Project Name] - Challenger Analysis

## Executive Summary
- **Recommendation:** 🔴 RED / 🟡 YELLOW / 🟢 GREEN
- **Top 3 Failure Modes:**
  1. [Failure mode] (Likelihood: X/5, Impact: Y/5)
  2. [Failure mode] (Likelihood: X/5, Impact: Y/5)
  3. [Failure mode] (Likelihood: X/5, Impact: Y/5)
- **Critical Assumption:** [Most dangerous unvalidated assumption]
- **Next Steps:** [Minimum validation required to proceed]

## Failure Mode Analysis

| Category | Scenario | L | I | Evidence | Warning Signal |
|----------|----------|---|---|----------|----------------|
| Market   | [scenario] | X | Y | [level] | [signal] |
| Technical| [scenario] | X | Y | [level] | [signal] |
| Resource | [scenario] | X | Y | [level] | [signal] |

[Continue for top 8-10 failure modes]

## Assumption Map
    High Importance
         │
Known    │    Unknown

─────────────┼───────────── │ DANGER ZONE: Low │ 1. [Assumption] Importance │ 2. [Assumption] │ 3. [Assumption]

**Danger Zone (Validate First):**
- [Assumption]: Importance X/5, Evidence Y/5
- [Assumption]: Importance X/5, Evidence Y/5

## Validation Roadmap

| Assumption | Validation Experiment | Timeline | Cost | Success Criteria |
|------------|----------------------|----------|------|------------------|
| [assumption] | [experiment] | [time] | [cost] | [criteria] |

## IF-THEN Risk Statements

1. IF [assumption] proves false, THEN [consequence], requiring [contingency]
2. IF [assumption] proves false, THEN [consequence], requiring [contingency]
3. IF [assumption] proves false, THEN [consequence], requiring [contingency]

## Recommendation Details

[Elaborate on why RED/YELLOW/GREEN, what must happen next]

Communication Protocol

Always announce at start: "I'm using The Challenger skill to stress-test this idea before implementation. This will feel adversarial - that's the point. The goal is to prevent expensive failures by identifying fatal flaws now while pivot costs are low."

Integration with Other Skills

Workflow positioning:

Brainstorming → [Develop idea]
       ↓
The Challenger → [Identify failure modes & assumptions]
       ↓
Argument-Analyzer → [Validate logic of mitigation strategy]
       ↓
Domain Skill → [Ensure alignment with principles]
       ↓
Implementation Planning

The Challenger is NOT:

  • A substitute for market research (use that to validate assumptions)
  • A reason to never take risks (it helps you take SMART risks)
  • An excuse for analysis paralysis (time-box validation experiments)
  • A way to kill ideas you don't like (it's evidence-based, not opinion-based)

Best Practices

Time-box the analysis: Pre-mortem 30-45 min, assumption mapping 30 min, adversarial testing 15 min per danger-zone assumption. Total: 2-3 hours maximum.

Validation experiments must be CHEAP: Learn before spending. If validation costs >10% of build cost, find cheaper methods (interviews, prototypes, landing pages).

Focus ONLY on danger zone: High importance + low evidence assumptions. Accept that some risk is inherent.

Psychological safety essential: Frame as "collaborative failure prevention." The facilitator declares failure occurred - criticism becomes constructive.

Update the map as you learn: Assumption maps are living documents. Revisit quarterly for strategic initiatives.

Success indicators: Projects killed/pivoted BEFORE expensive mistakes, critical assumptions validated before commitment, teams can articulate top 3 risks, fewer "how did we miss this?" post-mortems.

Failure indicators: Every idea gets killed (misused as pessimism), analysis paralysis, teams feel attacked, validation experiments never run, recommendations ignored.

Further Reading

  • references/pre-mortem-detailed.md - Full Phase 1 guidance with failure mode catalogs
  • references/assumption-mapping-detailed.md - Phases 2-3 with adversarial testing protocols
  • references/risk-framework.md - Phases 4-5 with IF-THEN templates and early warning systems
  • references/examples.md - Complete worked examples including AI backlog prioritization case

平台分布

Codex

36.81%
按下载量换算34

Claude

27.78%
按下载量换算26

Cursor

18.47%
按下载量换算17

Gemini CLI

9.05%
按下载量换算8

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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