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Agent Skill · 研究检索

brainstorm-ideas(集思广益)

brainstorm-ideas 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。

brainstorm-ideas 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 38,283。

总安装 1,583周安装 68GitHub Stars 103下载 555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:brainstorm-ideas(集思广益)
来源仓库:https://github.com/borghei/claude-skills
仓库路径:skills/brainstorm-ideas
安装命令:
npx skills add https://github.com/borghei/claude-skills --skill brainstorm-ideas
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/borghei/claude-skills --skill brainstorm-ideas

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。

融合 Product Trio 视角与机会解树框架,系统性生成新产品或功能点子。PM 关注价值主张,设计师侧重体验路径,工程师评估技术可行性。输出包含三类角色提出的点子池及其交叉评分结果,辅助优先级排序。要求用户提供目标用户画像与市场背景以减少盲目发散。

brainstorm-ideas 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/brainstorm-ideas

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/borghei/claude-skills --skill brainstorm-ideas;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

brainstorm-ideas 怎么安装?

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

brainstorm-ideas 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。

brainstorm-ideas 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。

brainstorm-ideas 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。

brainstorm-ideas 用的人多吗?

公开数据是累计安装 1,583 次,近一周安装 68 次,下载 555 次,GitHub 103 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。

brainstorm-ideas 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
brainstorm-ideas

集思广益 · 本页

1,583103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

Product Ideation Expert

Overview

Structured product ideation for both new product creation and existing product enhancement. This skill combines the Product Trio approach (PM + Designer + Engineer perspectives) with Teresa Torres' Opportunity Solution Tree framework to generate, evaluate, and prioritize product ideas systematically.

When to Use

  • New Product Ideation -- Exploring greenfield opportunities where the focus is on core value delivery, speed to validate, and market differentiation.
  • Existing Product Enhancement -- Identifying opportunities within a live product using the Opportunity Solution Tree to connect desired outcomes to concrete solutions.

Methodology

Phase 1: Frame the Problem Space

Before generating ideas, establish clarity on the context:

  1. Define the Target Outcome -- What measurable result are we trying to achieve? (e.g., increase activation rate by 15%, reduce churn by 10%)
  2. Identify the Target Segment -- Who specifically are we solving for? Include behavioral and situational context, not just demographics.
  3. Map Known Constraints -- Budget, timeline, technical platform, regulatory requirements, team capacity.

Phase 2: Product Trio Ideation

Generate 5 ideas from each of the three perspectives (15 total):

Product Manager Perspective (5 ideas) Focus: Business value, market positioning, customer pain points, strategic alignment

  • What problems do customers report most frequently?
  • Where are competitors weak that we could be strong?
  • Which segments are underserved by current solutions?
  • What would make customers willing to pay more or switch?
  • How does this connect to our strategic objectives?

Designer Perspective (5 ideas) Focus: User experience, workflows, accessibility, delight, friction reduction

  • Where do users drop off or struggle in current flows?
  • What tasks take too many steps or too much cognitive load?
  • How could we surprise users with unexpected value?
  • What accessibility gaps exist that exclude potential users?
  • Where can we reduce time-to-value for new users?

Engineer Perspective (5 ideas) Focus: Technical feasibility, scalability, platform capabilities, integration opportunities

  • What new capabilities does our tech stack enable?
  • Which features could we build quickly with high impact?
  • Where could automation replace manual processes?
  • What data do we have that we are not leveraging?
  • Which technical debt, if resolved, would unlock new possibilities?

Phase 3: Approach by Product Type

For New Products

Apply these lenses to each idea:

LensQuestion
Core ValueDoes this idea deliver a single, clear value proposition?
Speed to ValidateCan we test the core assumption in under 2 weeks?
DifferentiationWhy would someone choose this over existing alternatives?
Market TimingIs the market ready for this? What tailwinds exist?
ScalabilityCan this grow beyond the initial use case?
For Existing Products (Opportunity Solution Tree)

Follow Teresa Torres' Continuous Discovery Habits framework:

Desired Outcome
├── Opportunity 1 (unmet need / pain point / desire)
│   ├── Solution A
│   ├── Solution B
│   └── Solution C
├── Opportunity 2
│   ├── Solution D
│   └── Solution E
└── Opportunity 3
    ├── Solution F
    └── Solution G
  1. Start with the outcome -- The metric or business result you want to move.
  2. Map opportunities -- Interview-driven insights about what customers need, want, or struggle with.
  3. Generate solutions per opportunity -- Each opportunity gets multiple potential solutions.
  4. Compare and select -- Evaluate solutions within the same opportunity branch, not across branches.

Phase 4: Prioritize Top 5

From the 15 generated ideas, select the top 5 using this scoring model:

CriterionWeightScale
Customer Impact30%1-10
Strategic Alignment25%1-10
Feasibility20%1-10
Speed to Validate15%1-10
Differentiation10%1-10

Weighted Score = (Impact x 0.30) + (Strategy x 0.25) + (Feasibility x 0.20) + (Speed x 0.15) + (Differentiation x 0.10)

Phase 5: Document Each Idea

For each of the top 5 prioritized ideas, produce:

FieldDescription
NameShort, memorable name for the idea
Description2-3 sentence summary of what it is
ReasoningWhy this idea ranks highly -- connect to outcome and evidence
Source PerspectivePM, Designer, or Engineer
Key Assumptions2-3 assumptions that must be true for this to succeed
Suggested ValidationHow to test the riskiest assumption first
Effort EstimateT-shirt size (XS / S / M / L / XL)

Output Format

Prioritized Ideas Table

RankNameSourceScoreEffortTop Assumption
1...PM8.4M...
2...Design7.9S...
3...Eng7.6L...
4...PM7.2S...
5...Design6.8M...

Detailed Idea Cards

For each idea, fill in the template from assets/ideation_workshop_template.md.

Supplementary Techniques

When the trio needs additional stimulus:

  • SCAMPER -- Substitute, Combine, Adapt, Modify, Put to other use, Eliminate, Reverse. Apply to existing products or competitor features.
  • How Might We (HMW) -- Reframe problems as opportunity questions. "Users churn after trial" becomes "How might we demonstrate value before the trial ends?"
  • Crazy 8s -- 8 sketches in 8 minutes per person. Forces breadth over depth.
  • Worst Possible Idea -- Generate deliberately bad ideas, then invert them to find hidden good ones.

See references/ideation-frameworks.md for detailed descriptions of each technique.

Integration with Other Discovery Skills

  • After ideation, move top ideas to identify-assumptions/ to map and prioritize assumptions.
  • Use brainstorm-experiments/ to design validation experiments for key assumptions.
  • Run pre-mortem/ before committing to build, to surface hidden risks.

References

  • Teresa Torres, *Continuous Discovery Habits* (2021)
  • Marty Cagan, *Inspired* (2018)
  • Jake Knapp, *Sprint* (2016)
  • Michael Michalko, *Thinkertoys* (2006) -- SCAMPER origin

Troubleshooting

ProblemLikely CauseResolution
Ideation session produces only incremental ideas, no breakthrough thinkingAnchoring bias -- team defaults to what they know; PM perspective dominatesExplicitly rotate perspectives (Designer first, then Engineer); use "Worst Possible Idea" technique to break anchoring; invite an outsider to challenge assumptions
Prioritization scores cluster tightly, making ranking impossibleScoring criteria are too similar, or the team is avoiding differentiationAdd a forced-rank step after weighted scoring; increase weight spread between criteria; use pairwise comparison for the top 5
Opportunity Solution Tree has too many branches to be actionableTeam brainstormed opportunities without filtering by evidenceRequire each opportunity to link to at least 2 user interview quotes or data points; prune branches without evidence
Stakeholders reject prioritized ideas because "the real problem is different"Problem framing was done without stakeholder input; target outcome not validatedRun a problem framing workshop with stakeholders before ideation; validate the target outcome with data before generating solutions
Same ideas keep resurfacing across sessionsPrevious ideation results not documented or accessible; no "already considered" registryMaintain an idea backlog with status (explored, parked, rejected with rationale); review it at the start of each session
Engineer perspective ideas are too implementation-focusedEngineers default to "how to build" rather than "what to build"Reframe the prompt: "What new capability would our tech stack enable for users?" rather than "What should we build next?"
Validation suggestions are too expensive or slowTeam defaults to full A/B tests when lighter methods existIntroduce pretotyping and Wizard-of-Oz as first validation options; use the brainstorm-experiments/ skill for experiment design

Success Criteria

  • Each ideation session produces at least 15 ideas across all three Product Trio perspectives (minimum 3 per perspective)
  • Top 5 prioritized ideas each have a documented riskiest assumption and a validation plan
  • At least 60% of prioritized ideas can begin validation within 2 weeks using lightweight methods
  • Stakeholders rate the ideation output as "relevant to strategic objectives" at 4+/5
  • Ideas that proceed to validation have a clear connection to the target outcome (traceable through the Opportunity Solution Tree)
  • Ideation cadence is maintained (at minimum quarterly for existing products, monthly during new product exploration)
  • At least 1 idea per quarter advances from ideation through validation to backlog commitment

Scope & Limitations

In Scope: Structured ideation facilitation using Product Trio approach, Opportunity Solution Tree mapping, idea prioritization with weighted scoring, SCAMPER and HMW supplementary techniques, idea documentation with validation plans, integration with downstream discovery skills.

Out of Scope: Assumption testing and experiment design (hand off to brainstorm-experiments/ and identify-assumptions/), detailed product requirements (hand off to execution/create-prd/), market research and competitive analysis, financial modeling for ideas.

Limitations: Ideation quality is bounded by the diversity of perspectives in the room -- remote-only sessions may reduce creative energy. Scoring models provide structured comparison but are not objective truth; they encode the biases of the scorers. Opportunity Solution Trees require ongoing user research to populate -- they are not a substitute for customer interviews.

Integration Points

IntegrationDirectionWhat Flows
identify-assumptions/Ideas -> AssumptionsTop 5 ideas feed into assumption mapping for risk assessment
brainstorm-experiments/Ideas -> ExperimentsRiskiest assumptions from ideas become experiment candidates
pre-mortem/Ideas -> RiskSelected ideas run through pre-mortem before build commitment
execution/create-prd/Ideas -> PRDValidated ideas become PRD inputs with problem statement and success metrics
execution/brainstorm-okrs/OKRs -> IdeasTeam OKRs define the target outcomes that frame ideation sessions
execution/prioritization-frameworks/Ideas -> PrioritizationScored ideas feed into RICE or other frameworks for backlog ordering

平台分布

Codex

39.19%
按下载量换算218

Claude

28.4%
按下载量换算158

Cursor

19.16%
按下载量换算106

Gemini CLI

9.07%
按下载量换算50

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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