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Agent Skill · 研究检索

wtf.spike(哇哦 尖峰)

wtf.spike 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。

wtf.spike 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,暂无第三方扫描结果,按安装量在研究检索类的 73,675 个 Skill 里排第 69,522。

总安装 218周安装 9GitHub Stars 3下载 71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:wtf.spike(哇哦 尖峰)
来源仓库:https://github.com/xiduzo/wtf
仓库路径:skills/wtf.spike
安装命令:
npx skills add https://github.com/xiduzo/wtf --skill wtf.spike
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/xiduzo/wtf --skill wtf.spike

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。

wtf.spike 用于查找、检索和筛选相关信息。适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词快速定位候选结果。通过 npx 命令从指定 GitHub 仓库安装并使用。安装前需确认权限范围、维护状态,注意是否触发联网或命令执行。

wtf.spike 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/wtf.spike

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/xiduzo/wtf --skill wtf.spike;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

wtf.spike 怎么安装?

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

wtf.spike 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。

wtf.spike 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。

wtf.spike 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。

wtf.spike 用的人多吗?

公开数据是累计安装 218 次,近一周安装 9 次,下载 71 次,GitHub 3 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。

wtf.spike 安全吗?

没有查到第三方扫描结果,安全性无法从公开资料判断,安装前请自行审查源码、依赖和命令行为。

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。
  • 没有第三方扫描结果,安全性只能靠自己读源码判断。
  • 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。
  • 要求有安全扫描结论才肯安装的团队。
  • 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
wtf.spike

哇哦 尖峰 · 本页

2183需要联网未明确未收录

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

Spike

Run a time-boxed technical investigation. Core value: turns an unknown into a decision — produces concrete findings and a recommendation so the team can write specs confidently rather than guessing.

Process

0. GitHub CLI setup

Run steps 1–2 of ../references/gh-setup.md (install check and auth check). Stop if gh is not installed or not authenticated. Extensions are not required for this skill.

Skip this step if gh-setup was already confirmed this session.

1. Define the question

If the user described the investigation in their request, extract the core question from it. Otherwise call AskUserQuestion with:

  • question: "What question should this spike answer?"
  • header: "Spike question"
  • options: pre-filled with 1–2 specific questions inferred from any context provided (e.g. linked Epic, conversation)

The question must be specific and answerable — not "how does caching work?" but "is Redis or in-memory caching the right choice for our session store given our deployment constraints?" — and scoped to a decision the team actually needs to make.

Then call AskUserQuestion with:

  • question: "How much time should this spike take?"
  • header: "Time box"
  • options: [{label: "1 hour", description: "Quick feasibility check"}, {label: "Half day", description: "Moderate investigation"}, {label: "1 day", description: "Deep dive with proof of concept"}]

2. Identify the linked issue (optional)

Call AskUserQuestion with question: "Is this spike linked to an existing issue?", header: "Linked issue", and options pre-filled with recent open Epics and Features from gh issue list --label "epic,feature" --state open --limit 5, plus {label: "No linked issue", description: "Standalone investigation"}.

If linked: fetch the issue to extract domain context, constraints, and success metrics that inform the investigation scope.

3. Research

Run all research in parallel using the Agent tool:

Codebase exploration:

  • Search for existing implementations, prior attempts, or ADRs addressing the same question (domain nouns, patterns, imports)
  • Check docs/steering/TECH.md for constraints that rule out certain approaches
  • Identify integration points and dependencies the solution must respect

External research (if available):

  • Use WebSearch/WebFetch for relevant documentation, benchmarks, or known trade-offs

Synthesise findings internally. Do not dump raw research at the user.

4. Derive 2–3 concrete approaches

For each approach:

  • Name: short label (e.g. "Redis session store", "In-memory with TTL")
  • Summary: one sentence describing what it involves
  • Pros: 2–3 concrete advantages relevant to this codebase and constraints
  • Cons: 2–3 concrete risks or costs
  • Effort estimate: rough implementation cost (hours or days)
  • Fit with TECH.md: does it align with the established stack and patterns?

5. Recommend

State a single recommendation:

"Recommend [Approach N] because [1–2 key reasons]. Main risk: [X], mitigated by [Y]."

If evidence is genuinely ambiguous or the spike revealed the question is harder than expected, say so clearly — recommend a proof of concept or a follow-up spike with a narrower question.

6. Review with user

Show the full analysis (approaches + recommendation). Then call AskUserQuestion with:

  • question: "Does this answer the question well enough to proceed?"
  • header: "Spike review"
  • options: [{label: "Yes — record the findings", description: "Write the spike doc"}, {label: "Need more depth on one approach", description: "Explore a specific area further"}, {label: "Question changed", description: "The investigation revealed a different question"}]

Apply any adjustments, then proceed.

7. Write the findings doc

Write to docs/spikes/<YYYY-MM-DD>-<slug>.md where <slug> is a 2–4 word kebab-case summary of the question (e.g. session-store-strategy).

Structure:

# Spike: <question>

**Date:** <YYYY-MM-DD>
**Time box:** <duration>
**Linked issue:** #<n> or —

## Question

<the specific question this spike answered>

## Approaches considered

### <Approach 1 name>
**Summary:** ...
**Pros:** ...
**Cons:** ...
**Effort:** ...

### <Approach 2 name>
...

## Recommendation

<recommendation text>

## Decision

<!-- Fill when the team decides -->
- [ ] Accepted — proceeding with [approach]
- [ ] Rejected — reason: ...
- [ ] Needs follow-up: ...
mkdir -p docs/spikes
git add docs/spikes/<filename>
git commit -m "docs(spike): <question summary>"

Print the file path.

8. Post to linked issue (if applicable)

If a linked issue exists, post a comment:

gh issue comment <issue_number> --body "🔬 Spike concluded: **<question>** → Recommendation: <one-line summary>. Full findings: docs/spikes/<filename>.md"

9. Offer next steps

Call AskUserQuestion with:

  • question: "What's next?"
  • header: "Next step"
  • options: [{label: "Write an Epic from this", description: "Turn the recommendation into an Epic issue (default)"}, {label: "Write a Task from this", description: "The spike uncovered a specific narrow change"}, {label: "Stop here", description: "Exit — the team will decide separately"}]
  • Write an Epic → follow the wtf.write-epic process, seeding it with the spike's recommendation and findings as context.
  • Write a Task → follow the wtf.write-task process with the spike recommendation as the task description.
  • Stop here → exit.

平台分布

Codex

38.4%
按下载量换算27

Claude

29.59%
按下载量换算21

Cursor

17.55%
按下载量换算12

Gemini CLI

9.01%
按下载量换算6

安全审计

暂无安全审计结果可展示。

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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