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Agent Skill · 研究检索

brainstorming(头脑风暴)

brainstorming 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。

brainstorming 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;许可证为 MIT,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 17,131。

总安装 6,781周安装 277GitHub Stars 15,869下载 2,194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
MIT

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:brainstorming(头脑风暴)
来源仓库:https://github.com/everyinc/compound-engineering-plugin
仓库路径:skills/brainstorming
安装命令:
npx skills add https://github.com/everyinc/compound-engineering-plugin --skill brainstorming
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。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/everyinc/compound-engineering-plugin --skill brainstorming

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。

brainstorming 提供结构化头脑风暴流程,聚焦 WHAT 层面需求澄清而非 HOW 实现细节。适用于需求模糊、存在多种解法或需探索取舍边界的创新任务场景。产出物为明确范围边界与成功标准的轻量级需求文档,避免重复发明轮子。当需求明确或仅为 bug 修复时可跳过此步,直接进入技术方案设计阶段。

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。

来源仓库内路径:skills/brainstorming

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/everyinc/compound-engineering-plugin --skill b…;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

brainstorming 怎么安装?

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

brainstorming 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。

brainstorming 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。

brainstorming 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

brainstorming 用的人多吗?

公开数据是累计安装 6,781 次,近一周安装 277 次,下载 2,194 次,GitHub 15,869 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。

brainstorming 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。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 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。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 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
brainstorming

头脑风暴 · 本页

6,78115,869只读MIT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

Brainstorming

This skill provides detailed process knowledge for effective brainstorming sessions that clarify WHAT to build before diving into HOW to build it.

When to Use This Skill

Brainstorming is valuable when:

  • Requirements are unclear or ambiguous
  • Multiple approaches could solve the problem
  • Trade-offs need to be explored with the user
  • The user hasn't fully articulated what they want
  • The feature scope needs refinement

Brainstorming can be skipped when:

  • Requirements are explicit and detailed
  • The user knows exactly what they want
  • The task is a straightforward bug fix or well-defined change

Core Process

Phase 0: Assess Requirement Clarity

Before diving into questions, assess whether brainstorming is needed.

Signals that requirements are clear:

  • User provided specific acceptance criteria
  • User referenced existing patterns to follow
  • User described exact behavior expected
  • Scope is constrained and well-defined

Signals that brainstorming is needed:

  • User used vague terms ("make it better", "add something like")
  • Multiple reasonable interpretations exist
  • Trade-offs haven't been discussed
  • User seems unsure about the approach

If requirements are clear, suggest: "Your requirements seem clear. Consider proceeding directly to planning or implementation."

Phase 1: Understand the Idea

Ask questions one at a time to understand the user's intent. Avoid overwhelming with multiple questions.

Question Techniques:

  1. Prefer multiple choice when natural options exist

- Good: "Should the notification be: (a) email only, (b) in-app only, or (c) both?" - Avoid: "How should users be notified?"

  1. Start broad, then narrow

- First: What is the core purpose? - Then: Who are the users? - Finally: What constraints exist?

  1. Validate assumptions explicitly

- "I'm assuming users will be logged in. Is that correct?"

  1. Ask about success criteria early

- "How will you know this feature is working well?"

Key Topics to Explore:

TopicExample Questions
PurposeWhat problem does this solve? What's the motivation?
UsersWho uses this? What's their context?
ConstraintsAny technical limitations? Timeline? Dependencies?
SuccessHow will you measure success? What's the happy path?
Edge CasesWhat shouldn't happen? Any error states to consider?
Existing PatternsAre there similar features in the codebase to follow?

Exit Condition: Continue until the idea is clear OR user says "proceed" or "let's move on"

Phase 2: Explore Approaches

After understanding the idea, propose 2-3 concrete approaches.

Structure for Each Approach:

### Approach A: [Name]

[2-3 sentence description]

**Pros:**
- [Benefit 1]
- [Benefit 2]

**Cons:**
- [Drawback 1]
- [Drawback 2]

**Best when:** [Circumstances where this approach shines]

Guidelines:

  • Lead with a recommendation and explain why
  • Be honest about trade-offs
  • Consider YAGNI—simpler is usually better
  • Reference codebase patterns when relevant

Phase 3: Capture the Design

Summarize key decisions in a structured format.

Design Doc Structure:

---
date: YYYY-MM-DD
topic: <kebab-case-topic>
---

# <Topic Title>

## What We're Building
[Concise description—1-2 paragraphs max]

## Why This Approach
[Brief explanation of approaches considered and why this one was chosen]

## Key Decisions
- [Decision 1]: [Rationale]
- [Decision 2]: [Rationale]

## Open Questions
- [Any unresolved questions for the planning phase]

## Next Steps
→ `/ce:plan` for implementation details

Output Location: docs/brainstorms/YYYY-MM-DD-<topic>-brainstorm.md

Phase 4: Handoff

Present clear options for what to do next:

  1. Proceed to planning → Run /ce:plan
  2. Refine further → Continue exploring the design
  3. Done for now → User will return later

YAGNI Principles

During brainstorming, actively resist complexity:

  • Don't design for hypothetical future requirements
  • Choose the simplest approach that solves the stated problem
  • Prefer boring, proven patterns over clever solutions
  • Ask "Do we really need this?" when complexity emerges
  • Defer decisions that don't need to be made now

Incremental Validation

Keep sections short—200-300 words maximum. After each section of output, pause to validate understanding:

  • "Does this match what you had in mind?"
  • "Any adjustments before we continue?"
  • "Is this the direction you want to go?"

This prevents wasted effort on misaligned designs.

Anti-Patterns to Avoid

Anti-PatternBetter Approach
Asking 5 questions at onceAsk one at a time
Jumping to implementation detailsStay focused on WHAT, not HOW
Proposing overly complex solutionsStart simple, add complexity only if needed
Ignoring existing codebase patternsResearch what exists first
Making assumptions without validatingState assumptions explicitly and confirm
Creating lengthy design documentsKeep it concise—details go in the plan

Integration with Planning

Brainstorming answers WHAT to build:

  • Requirements and acceptance criteria
  • Chosen approach and rationale
  • Key decisions and trade-offs

Planning answers HOW to build it:

  • Implementation steps and file changes
  • Technical details and code patterns
  • Testing strategy and verification

When brainstorm output exists, /ce:plan should detect it and use it as input, skipping its own idea refinement phase.

平台分布

Claude Code

24.72%
按下载量换算542

OpenCode

22.34%
按下载量换算490

Gemini CLI

18.36%
按下载量换算403

Cursor

12.55%
按下载量换算275

Codex

7.11%
按下载量换算156

Antigravity

3.58%
按下载量换算79

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。

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