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pmf-strategy正弦波策略

Agent Skill

pmf-strategy 用于查找、检索和筛选相关信息,适合在 OpenClaw 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

2,909

周安装

120

GitHub Stars

公开资料未说明

下载量

950
OpenClaw

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

MIT-0

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-strategy(正弦波策略)
来源仓库:https://github.com/kostja94/pmf-strategy
安装命令:
openclaw skills install pmf-strategy
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

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openclaw skills install pmf-strategy

简介

验证产品市场契合度并提供扩展前的规划建议。

  • 适用于初创公司 MVP 测试、用户留存分析与增长杠杆挖掘。
  • 可测量 NPS、 churn rate 与核心指标达成情况。
  • 需定义关键假设与成功阈值方可启动评估。pmf-strategy 属于研究检索类 Skill,可作为该场景下的辅助能力补充。
  • 建议每两周迭代一次策略并重新校准方向。

SKILL.md

name
pmf-strategy
description
When the user wants to validate product-market fit, measure PMF, or plan before scaling. Also use when the user mentions "PMF," "product-market fit," "product market fit," "Sean Ellis test," "very disappointed," "vitamin vs painkiller," "PMF validation," "premature scaling," or "validate before scale." For GTM after validation, use gtm-strategy.
metadata
version
1.1.1

Strategies: Product-Market Fit

Guides product-market fit (PMF) validation and measurement. PMF occurs when a product precisely meets market needs, creating widespread demand. ~99% of startups fail primarily due to PMF issues (vitamin problems, premature scaling). Use this skill when validating before scaling, measuring PMF, or diagnosing traction problems.

When invoking: On first use, if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output.

Definition

Product-market fit (Marc Andreessen): "Being in a good market with a product that can satisfy that market."

Signals: Customers buying rapidly; usage growing; word-of-mouth spreading organically; high retention, low churn.

Sean Ellis 40% Test

Question: "How would you feel if you could no longer use [product]?"

ResponseMeaning
Very disappointedStrong PMF signal
Somewhat disappointed
Not disappointed
N/A – I no longer use

Threshold: 40%+ answering "very disappointed" = PMF achieved. Below 40% = iterate.

ScoreAction
Below 25%Significant changes needed
25–39%Close to PMF; iterate and improve
40%+PMF achieved

Best practice: Survey 40–50 active users (used product 2+ times in last 14 days). Segment by user type—some segments may have PMF while others don't.

Limitation: Combine with retention curves, engagement, organic growth; avoid false positives in early stages.

Vitamin vs Painkiller

TypeDefinitionAdoption
PainkillerSolves urgent, acute problems; users actively seek solutionsFast adoption; high retention; willing to pay
VitaminNice-to-have; incremental benefit; users can live withoutSlow adoption; expensive marketing to succeed

~99% of failures: Solving vitamin problems instead of real pain. Validate: Would users be genuinely inconvenienced if your product vanished?

Validation: Talk to users; listen for frustration; run pre-sells; check frequency and time-sensitivity of the problem.

Key Indicators

IndicatorStrong PMF
RetentionHigh; low churn
CAC vs CLTVCAC decreasing relative to CLTV
ActivationStrong conversion to paying customers
GrowthOrganic; word-of-mouth
NPSHigh; enthusiastic advocacy

Common Failures

FailureAvoid
Vitamin problemsSolve urgent pain, not nice-to-have
Vanity feedbackUse retention data, not polite opinions
Premature scalingValidate PMF before scaling acquisition
MisalignmentCustomer-problem fit before product-build

Product Research & SaaS Context

AreaNotes
Product positioningTarget audience; core value; competitive differentiation
Market researchCompetitor analysis; surveys; interviews to validate assumptions
SaaS formCloud delivery; subscription; ease of use; dependency on industry standardization
Enterprise / ACVCustomization; data security/private deployment; procurement cycles; buy vs SaaS trade-offs

Use: When discussing PMF for SaaS or enterprise—factor in product research rigor and ACV-specific challenges. See gtm-strategy for enterprise GTM.

PMF as Continuous Process

PMF is increasingly a continuous validation—markets evolve; re-measure as you expand. Target "PMF for a niche" first (40%+ in one segment) before broadening.

Output Format

  • PMF assessment (current signals, Sean Ellis score if available)
  • Vitamin vs Painkiller diagnosis
  • Validation approach (interviews, pre-sells, metrics)
  • Next steps (iterate vs scale)

Related Skills

  • cold-start-strategy: First users; avoid large-scale paid before PMF
  • indie-hacker-strategy: Indie hacker PMF; monetize day one; Ramen profitability
  • paid-ads-strategy: PMF testing (small budget) vs conversion-driven (post-PMF)
  • google-ads: PMF testing with landing page + $47–500
  • gtm-strategy: GTM framework; PMF validation before scaling GTM
  • product-launch: Launch execution; validate PMF before scaling
  • retention-strategy: Retention as PMF signal; churn as anti-signal

适合场景

01

OpenClaw 用户查找和安装 Skill 时

02

用户想查找某类 Agent Skill 时

03

需要根据任务场景推荐可安装能力包时

04

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

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

补充不同宿主或平台的使用分布数据

能力 5

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

OpenClaw

88.26%
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安全审计

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通过

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安装前确认

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