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Agent Skill · 研究检索

startup-growth-playbooks(初创企业成长手册)

startup-growth-playbooks 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。

startup-growth-playbooks 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,权限为需要联网;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 53,815。

总安装 523周安装 22GitHub Stars 59下载 183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:startup-growth-playbooks(初创企业成长手册)
来源仓库:https://github.com/vasilyu1983/ai-agents-public
仓库路径:skills/startup-growth-playbooks
安装命令:
npx skills add https://github.com/vasilyu1983/ai-agents-public --skill startup-growth-playbooks
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/vasilyu1983/ai-agents-public --skill startup-growth-playbooks

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。

startup-growth-playbooks 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。适用于初创企业增长方法论与实战指南的查询,可辅助制定用户增长、留存与变现策略。

通过 npx skills add 命令从指定 GitHub 仓库安装,需结合原始 README 确认具体用法。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操作。当前暂无原始 SKILL.md 内容摘录,建议进一步查阅来源仓库获取详细功能说明。

来源仓库内路径:skills/startup-growth-playbooks

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/vasilyu1983/ai-agents-public --skill startup-g…;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

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

startup-growth-playbooks 怎么安装?

在终端执行 npx skills add https://github.com/vasilyu1983/ai-agents-public --skill startup-growth-play…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

startup-growth-playbooks 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。

startup-growth-playbooks 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

startup-growth-playbooks 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。

startup-growth-playbooks 用的人多吗?

公开数据是累计安装 523 次,近一周安装 22 次,下载 183 次,GitHub 59 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。

startup-growth-playbooks 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。

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。

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
startup-growth-playbooks

初创企业成长手册 · 本页

52359需要联网未明确通过

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

Startup Growth Playbooks

Proven growth strategies from real startups with specific metrics. Not frameworks -- tactics that worked, organized by stage and budget.

Modern Best Practices (Jan 2026): Distribution > product. Pick one channel, go deep, measure weekly. Paid acquisition before PMF is burning money. Build in public costs nothing and compounds. Every feature should have a distribution angle. AI search visibility (GEO/AEO) is a new compounding channel -- optimize for LLM citations, not just Google rankings.


When to Use

  • You have a product but zero/low traction
  • You need specific examples of what worked (not frameworks)
  • You are bootstrapped or budget-constrained
  • You want stage-specific tactics (not "it depends")
  • You need to choose between growth strategies with evidence
  • You want to design growth loops into your product

When NOT to Use


Quick Start (Inputs)

Ask for the minimum context to give relevant advice:

  • Product: what it does, who uses it, pricing model
  • Stage: 0 users / some users no traction / early traction / scaling
  • Budget: bootstrapped ($0) / limited (<$1K/mo) / moderate ($1-10K/mo)
  • Current channels: what has been tried, what worked/didn't
  • Product type: B2B SaaS / B2C app / marketplace / dev tool / other
  • Built-in virality: does using the product expose it to non-users?

Workflow

  1. Diagnose stage using the Stage Map below
  2. Identify 1-2 applicable growth strategies from Case Studies by Strategy
  3. Select tactics from the stage-specific playbook
  4. Design 2-week growth sprint using assets/weekly-growth-sprint.md
  5. Measure, learn, double down or pivot

Stage Map

StageSignalPrimary FocusPlaybook
Stage 0Product built, 0-10 usersGet first 100 users manuallyreferences/first-100-users-playbook.md
Stage 1Some users, no retentionFix activation + retention before growthTalk to users, fix product
Stage 2Users stay, no growth engineFind repeatable channelTest 2-3 channels, pick winner
Stage 3One channel worksScale it + build growth loopsreferences/growth-loops-implementation.md

Stage Decision Tree

WHAT STAGE AM I IN?
  |-- Do you have paying users?
  |     |-- No -> Stage 0 (first-100-users-playbook.md)
  |     |-- Yes -> Do they retain (D30 > 20% or monthly active)?
  |           |-- No -> Stage 1 (fix product, not distribution)
  |           |-- Yes -> Do you know which channel works?
  |                 |-- No -> Stage 2 (channel testing)
  |                 |-- Yes -> Stage 3 (scale + growth loops)

Case Studies by Growth Strategy

PLG (Product-Led Growth)

CompanyStrategyKey NumbersReplicable Tactic
CalendlyViral by designEvery meeting link = exposure. 10M+ users by 2020, $3B valuationBuild sharing into core action
LoomVideo sharing = marketingEach video shared = new user exposure. Grew to $4.4B acquisitionMake output shareable by default
NotionTemplates ecosystem$0 marketing spend to 30M+ users. Community-created templatesEnable user-generated templates
FigmaMultiplayer + community4M users pre-acquisition. $20B exit to Adobe (blocked)Make collaboration the default mode
SlackTeam invite viral loop8K signups in 24h of launch (2014). $27.7B acquisitionProduct requires team adoption
DropboxReferral program3900% growth in 15 months. 100K to 4M users via referralsGive storage for inviting friends
CanvaFree tier + templates170M+ monthly active users. Freemium to $40B valuationFree version that's genuinely useful

For detailed breakdowns with timelines and replicable patterns: references/case-studies-plg.md

Content/SEO-Led Growth

CompanyStrategyKey NumbersReplicable Tactic
ZapierProgrammatic SEO25K+ landing pages. 5M+ monthly organic visitors"How to connect X to Y" pages
AhrefsProduct-led contentEvery blog post demonstrates the tool. 800K+ monthly organicShow your product solving real problems
HubSpotCoined "inbound marketing"Blog + free tools to $30B+ company. 7M+ monthly visitsFree tools + educational content
WiseTransparency as PRPrice comparison calculator. 16M+ customers. $11B valuationMake pricing transparent and PR-worthy
BeehiivNewsletter about newsletters$0 to $25M ARR in ~2 yearsUse your product to market your product
IntercomThought leadership blog"Inside Intercom" blog drove early B2B SaaS growthOpinionated content about your category

For detailed breakdowns: references/case-studies-content-seo.md

Bootstrapped / No-Budget Growth

CompanyStrategyKey NumbersReplicable Tactic
MailchimpBootstrapped to exit$12B exit to Intuit, zero VC ever raisedFree tier + distinctive brand personality
ConvertKitCreator content + affiliates$0 to $2.5M ARR bootstrapped. Now $40M+ ARRTeach your audience, affiliate program
LemlistPersonal brand + cold email$10M+ ARR bootstrapped. Founder LinkedIn strategyFounder LinkedIn + product dogfooding
BasecampOpinionated writingBooks (Rework, Getting Real) drove thought leadershipStrong opinions, written publicly
Pieter LevelsBuilding in publicNomadList, RemoteOK. $3M+/yr solo founderShip fast, share everything on X
Transistor.fmPodcast about podcastingBootstrapped to $1M+ ARR. Built audience firstUse your medium to market your product
CarrdSolo founder, extreme simplicity$1M+ ARR solo. Simple landing page builderNail one use case, price aggressively low

For detailed breakdowns: references/case-studies-bootstrapped.md

Community-Led Growth

CompanyStrategyKey NumbersReplicable Tactic
dbt LabsCommunity before monetization50K+ analytics engineers in community pre-revenueServe a professional identity
NotionAmbassador program200+ ambassadors, user-run events worldwideEmpower power users as evangelists
SupabaseOpen source + developer love80K+ GitHub stars. "Open source Firebase" positioningOpen source core, hosted premium

Budget-Constrained Tactics (Ranked by Impact)

TacticCostTime to ImpactImpactBest For
Cold outreach (personalized, 10/day)$02-4 weeksHigh (B2B)Stage 0, B2B products
ProductHunt launch$01 day + 2 weeks prepHigh (spike)Stage 0-1, any product
Building in public (X, LinkedIn)$02-4 weeksMediumAll stages
Show HN post$01 dayMedium-HighDev tools, technical products
Reddit participation (genuine)$04-8 weeksMediumNiche products
Product-led content (blog showing tool)$02-4 monthsHighStage 1-2
Programmatic SEO pages$03-6 monthsHighProducts with combinatorial use cases
Integration partnerships$01-3 monthsHighProducts with ecosystem fit
Affiliate/referral programLow1-2 months setupHighStage 2-3
Strategic guest posts$01-2 monthsMediumThought leadership, B2B
AI search optimization (GEO)$02-6 monthsMedium-HighProducts in AI-searchable categories

Anti-Patterns (What Does NOT Work)

Anti-PatternWhy It FailsDo This Instead
Paid ads before PMFBurns cash, masks retention problemsFix retention first; paid amplifies what already works
Multi-channel sprayDilutes effort, no channel gets depthPick 1 channel, go deep for 6-8 weeks
Vanity metrics focusFollowers/traffic without conversionTrack activation and retention, not reach
Building features over distributing"If we build it, they will come" mindsetEvery feature needs a distribution angle
Waiting for organicHope is not a strategyManually seed first 100 users
Premature community buildingCommunity without PMF = empty forumParticipate in existing communities first
Copying big company playbooksThey have brand + budget you don'tUse tactics that work at your scale
Hiring a marketer too earlyCan't delegate what you don't understandFounder must do first sales/marketing personally
Perfect launch planningSpending months preparing launchShip, get feedback, iterate. Launch is not a moment

Growth Loops (Design Into Your Product)

Loop TypeMechanismExampleHow to Build
ViralUser action exposes product to non-usersCalendly links, Loom videosMake output shareable and branded
ContentUsers create content indexed by searchNotion templates, GitHub reposEnable user-generated public pages
UGC/SocialUsers share results on socialSpotify Wrapped, Duolingo streaksMake progress/results shareable
Data networkMore users = better productWaze traffic, Clearbit dataShow aggregate value to new users
EconomicRevenue reinvested into growthRevenue -> affiliates -> more usersAffiliate/referral with unit economics

For implementation guide with viral coefficient math: references/growth-loops-implementation.md


AEO/GEO as a Growth Channel (2026)

AI search engines (ChatGPT, Perplexity, Gemini, Google AI Overviews) are a new compounding distribution channel. Getting cited by AI models = free, high-intent traffic.

Why it matters for early-stage: Unlike traditional SEO (6-12 months), AI citation can happen faster because LLMs pull from structured, authoritative content regardless of domain authority.

Quick wins:

  • Entity pages: "What is [your product]?" page with structured data
  • Comparison pages: "[your product] vs [competitor]" with honest, detailed comparisons
  • Integration pages: "How to use [your product] with [popular tool]"
  • FAQ pages with direct, concise answers

For full implementation: marketing-ai-search-optimization


Do / Avoid

Do

  • Start with manual, unscalable tactics (do things that don't scale)
  • Talk to 10 users before optimizing funnels
  • Pick ONE channel and go deep before testing the next
  • Design distribution into the product from day one
  • Measure weekly, decide bi-weekly, pivot monthly
  • Study case studies in your exact category and stage
  • Track: activation rate, retention (D7/D30), revenue, referral rate

Avoid

  • Spending money on ads before 40%+ D30 retention (B2C) or 80%+ monthly retention (B2B)
  • Building a community before you have 100+ active users
  • Hiring a marketer before you can describe what works
  • Copying tactics from companies 100x your size
  • Optimizing conversion before you have meaningful traffic
  • Treating launch as a single event (it's a series of sprints)
  • Adding features when distribution is the bottleneck

Resources

ResourcePurpose
first-100-users-playbook.mdStage 0: zero to first 100 users (30-day plan)
case-studies-plg.mdDetailed PLG case studies with timelines and numbers
case-studies-content-seo.mdContent/SEO growth stories with metrics
case-studies-bootstrapped.mdNo-budget growth success stories
growth-loops-implementation.mdHow to build compounding growth loops
building-in-public.mdPersonal brand as distribution channel
case-studies-community-led.mdCommunity-led growth case studies with timelines and metrics
referral-program-design.mdReferral and viral program design, benchmarks, implementation
product-hunt-launch-playbook.mdProduct Hunt launch execution (hour-by-hour) and PH alternatives
case-studies-marketplace.mdMarketplace growth case studies (Airbnb, Uber, Etsy, Upwork, Bumble, Faire)

Templates

TemplatePurpose
growth-diagnostic.mdDiagnose stage and pick tactics
founder-skill-audit.mdAssess founder's 9 distribution capabilities
weekly-growth-sprint.md2-week experiment tracker
launch-channel-scorecard.mdScore and select launch channels

Data

FilePurpose
sources.jsonGrowth newsletters, podcasts, case study databases

Related Skills

SkillUse For
startup-go-to-marketGTM strategy, motion selection, ICP definition
startup-business-modelsUnit economics for growth math
startup-customer-successRetention and activation
marketing-content-strategyPositioning, messaging, content pillars
marketing-seo-completeSEO technical execution
marketing-ai-search-optimizationAI search / GEO optimization
marketing-social-mediaSocial channel execution
marketing-croConversion optimization
product-managementPLG activation design

What Good Looks Like

  • You know your stage (0/1/2/3) and are working on the right problem for that stage.
  • You have ONE primary channel with a 2-week experiment running.
  • You can name 3 companies in your category that grew with a similar tactic and explain what they did.
  • You are measuring activation, retention, and referral -- not just traffic.
  • You have a growth diagnostic completed (assets/growth-diagnostic.md) and revisit it monthly.
  • Every new feature ships with a distribution angle (sharing, SEO, virality, integration).

平台分布

Codex

35%
按下载量换算64

Claude

30.31%
按下载量换算55

Cursor

18.36%
按下载量换算34

Gemini CLI

9.28%
按下载量换算17

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

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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