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brainstorm-ideas集思广益

Agent Skill

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。

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安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

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来源可访问

安装方式

通过对话安装

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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。

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skills.shnpx skills
npx skills add https://github.com/borghei/claude-skills --skill brainstorm-ideas

简介

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。

SKILL.md

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

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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

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Socket

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Snyk

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