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pmf-validation（脉冲频率验证）

Agent Skill

pmf-validation 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。

总安装

742

周安装

GitHub Stars

下载量

233

CodexClaudeCursorGemini CLI

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

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

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：pmf-validation（脉冲频率验证）
来源仓库：https://github.com/majesticlabs-dev/majestic-marketplace
仓库路径：skills/pmf-validation
安装命令：
npx skills add https://github.com/majesticlabs-dev/majestic-marketplace --skill pmf-validation
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/majesticlabs-dev/majestic-marketplace --skill pmf-validation

简介

pmf-validation 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。

适用于产品研究、竞品分析或任务驱动的信息检索场景。
通过 npx skills add 命令从指定 GitHub 仓库安装，需确认权限范围和文件操作权限。
使用前建议检查仓库维护状态，避免触发不必要的网络请求或文件读写操作。
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。

SKILL.md

PMF Validation

Frameworks for achieving and measuring product-market fit.

Related Skills

pm-assumption-mapping - Prioritizing assumptions by risk
pm-customer-interviews - Discovery interview techniques
pm-jobs-to-be-done - Understanding customer motivations

Assumption Risk Framework

High Risk (Validate First)

Assumption	Validation Method	Success Criteria
Problem exists	Customer interviews (10+)	7/10 confirm problem
Willing to pay	Price testing, pre-orders	3+ paying commitments
Pain is acute	Severity scoring	Average 8+/10

Medium Risk (Validate During MVP)

Assumption	Validation Method	Success Criteria
Features priority	Usage analytics	60%+ use core feature
Channel works	A/B testing	CAC < 1/3 LTV
Positioning	Competitive testing	Clear preference signals

Low Risk (Validate Post-Launch)

Scale assumptions
Expansion opportunities
Adjacent markets

MVP Strategy

Definition Criteria

Element	Question	Output
Core value	What's the one thing it MUST do?	Single feature
Target user	Who has this problem most acutely?	Narrow persona
Success metric	How do we know it works?	Measurable KPI
Timeline	What's the fastest we can test?	Weeks, not months

Feature Prioritization

Category	Include in MVP	Defer
Must-have	Core value delivery	Enhancement features
Differentiator	Key unique angle	Secondary differentiators
Table stakes	Minimum viable	Nice-to-haves

Validation Methodology

Customer Discovery Script

Opening (2 min)

Build rapport
Explain purpose: learning, not selling

Problem Exploration (10 min)

"Tell me about the last time you dealt with [problem]..."
"What did you try? What worked/didn't work?"
"On a scale of 1-10, how painful is this?"

Solution Testing (5 min)

"If you could wave a magic wand, what would happen?"
"I'm working on something that [brief description]..."
"Would this help? Why or why not?"

Commitment Testing (3 min)

"Would you be interested in trying an early version?"
"What would you expect to pay for something like this?"
"Can I follow up when we have something to show?"

Signal Interpretation

Signal	Meaning	Action
"I'd pay for this"	Interest	Get specific on price
"Keep me updated"	Lukewarm	Find stronger pain
"I already have X"	Competition	Differentiate or pivot
"Let me introduce you to..."	Enthusiasm	Strong signal

Decision Framework

Green Light (Proceed)

70%+ confirm problem exists
3+ paying commitments
Clear differentiation
Unit economics work

Yellow Light (Iterate)

Mixed feedback on value prop
Price resistance but interest
Unclear positioning
Channel uncertainty

Red Light (Pivot)

<30% problem confirmation
No willingness to pay
Existing solutions "good enough"
No user enthusiasm

PMF Indicators

Metric	Pre-PMF	At PMF	Strong PMF
Retention	<20%	40%+	60%+
NPS	<20	40+	60+
Word of mouth	<10%	25%+	40%+
Revenue growth	Flat	20%+ MoM	50%+ MoM
Inbound demand	None	Some	Pull > Push

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能力概览

能力 1

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能力 2

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能力 3

保留来源站点、仓库和原始说明，方便继续核验

能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用；具体调用方式请以来源页面和 README 为准。

平台分布

Codex

33.93%

按下载量换算79

Claude

28.92%

按下载量换算67

Cursor

21.46%

按下载量换算50

Gemini CLI

9.86%

按下载量换算23

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。当前只有一个来源，正式发布前建议补源仓库或其他目录站核验。

来源信息

GitHub 仓库

github.com

/majesticlabs-dev/majestic-marketplace

SKILL.md 来源

github.com

/majesticlabs-dev/majestic-marketplace/tree/main/skills/pmf-validation

skills-sh

skills.sh

/majesticlabs-dev/majestic-marketplace/pmf-validation

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