Flow AI 技能库

写给 AI 智能体的一线操盘经验。

面向 AI 搜索、产品发布、增长、社群、内容运营和产品系统的专项工作流程。每个技能的源码在你运行之前就已公开。

浏览 126 个技能
npx skills add Amberlanqinyun/geo-seo-claude

建议从 GEO 套件开始:1 个总控技能,外加 11 个专项技能。

按要完成的工作来挑选。

共 126 个技能:16 个由 Flow AI 开发,41 个是 Gingiris 的 Iris Wei 编写的增长实战手册,50 个是 Corey Haines 的营销技能,17 个是 Charlie Hills 的社交媒体技能,还有两个文字编辑技能:Siqi Chen 的 Humanizer 和 MrGeDiao 的说人话。每一条都注明作者,并链接到源码。

显示 126 个技能

AI 搜索Flow AI

Full GEO audit

完整运行 AI 可见度与搜索审计,再把发现整理成一份按优先级排序的行动计划。

npx skills add Amberlanqinyun/geo-seo-claude --skill geo-audit
AI 搜索Flow AI

AI citability scorer

逐块为页面评分:能否直接回答问题,证据是否充分,表达是否清晰,以及是否适合被 AI 系统引用。

npx skills add Amberlanqinyun/geo-seo-claude --skill geo-citability
AI 搜索Flow AI

AI crawler access

在内容工作开始之前,先检查 robots.txt 对主流 AI 爬虫是否开放,并标出影响网站被发现的障碍。

npx skills add Amberlanqinyun/geo-seo-claude --skill geo-crawlers
AI 搜索Flow AI

llms.txt builder

审计或生成 llms.txt,让 AI 系统找到网站上最有价值的页面和来源背景。

npx skills add Amberlanqinyun/geo-seo-claude --skill geo-llmstxt
AI 搜索Flow AI

Brand mention scanner

梳理品牌在各个公开平台上的信号,找出削弱 AI 推荐的权威度缺口。

npx skills add Amberlanqinyun/geo-seo-claude --skill geo-brand-mentions
AI 搜索Flow AI

AI platform optimiser

针对 ChatGPT、Perplexity、Gemini 和 Google AI 概览(AI Overviews),分别调整可见度建议。

npx skills add Amberlanqinyun/geo-seo-claude --skill geo-platform-optimizer
AI 搜索Flow AI

Schema architect

审计并生成结构化数据(schema),让搜索系统更清楚地理解实体、产品与服务、作者和答案。

npx skills add Amberlanqinyun/geo-seo-claude --skill geo-schema
AI 搜索Flow AI

Technical SEO audit

检查可抓取性、渲染、移动端表现、性能、安全性,以及搜索的核心基础。

npx skills add Amberlanqinyun/geo-seo-claude --skill geo-technical
AI 搜索Flow AI

Content quality audit

在改写页面之前,先审视信息增量、经验信号、可读性、时效性和证据。

npx skills add Amberlanqinyun/geo-seo-claude --skill geo-content
报告Flow AI

Client report writer

把审计发现整合成一份简明的交付物,写清优先级、证据、负责人和下一步行动。

npx skills add Amberlanqinyun/geo-seo-claude --skill geo-report
报告Flow AI

PDF report generator

把审计评分、图表、发现和建议做成一份便于分享的 PDF 交付物。

npx skills add Amberlanqinyun/geo-seo-claude --skill geo-report-pdf
品牌研究Flow AI

Brand DNA researcher

输入一个公司网址,产出一份有证据支撑的品牌简报,涵盖定位、受众、竞品、品牌语调、证明材料和内容缺口。

npx skills add Amberlanqinyun/Amberlanqinyun.github.io --skill research-brand
受众研究Flow AI

Reddit opportunity researcher

梳理公开的痛点讨论、目标社区和用户的真实说法,把它们转化为真正有帮助的参与方式和内容机会。

npx skills add Amberlanqinyun/Amberlanqinyun.github.io --skill reddit-opportunity-research
内容质量Flow AI

Content evidence auditor

内容上线之前,逐一核查每个网址、统计数据、来源标注和公司声明,再返回一份按严重程度排序的报告。

npx skills add Amberlanqinyun/Amberlanqinyun.github.io --skill audit-content
产品系统Flow AI

Latticework build brief

承载一个 SwiftUI 应用的产品规格、设计系统、架构、内容结构和测试先行的工作流程。

npx skills add https://github.com/Amberlanqinyun/latticework --skill latticework
发布Gingiris

AI product launch

Multi-channel go-to-market plan for launching an AI product, anchored on a Product Hunt debut.

npx skills add Gingiris-1031/gingiris-launch
发布Gingiris

Product Hunt playbook

Framework for planning a Product Hunt launch and competing for the daily ranking.

npx skills add Gingiris-1031/product-hunt-playbook
发布Gingiris

Product Hunt launch guide

Hour-by-hour operating procedure for a first Product Hunt launch.

npx skills add Gingiris-1031/product-hunt-launch-guide
发布Gingiris

Startup launch checklist

Execution checklist that runs from day one to the first hundred users.

npx skills add Gingiris-1031/startup-launch
发布Gingiris

Startup launch playbook

Multi-channel strategy for an early-stage company's first launch week.

npx skills add Gingiris-1031/startup-launch-playbook
发布Gingiris

AI launch playbook

Go-to-market strategy written for AI-native products.

npx skills add Gingiris-1031/ai-launch-playbook
发布Gingiris

AI product shipping guide

Thirty-day guide for shipping and launching a first AI product.

npx skills add Gingiris-1031/ai-product-launch
发布Gingiris

Go-to-market playbook

Strategy template covering positioning and channel selection.

npx skills add Gingiris-1031/go-to-market-playbook
AI 搜索Gingiris

SEO and GEO agent ops

Daily operating procedure for an SEO and GEO agent covering audits, ranking tracking, and backlink management.

npx skills add Gingiris-1031/gingiris-seo-geo-agent
AI 搜索Gingiris

SEO and GEO 2026

Dual-engine strategy for ranking on Google and on AI search platforms at the same time.

npx skills add Gingiris-1031/gingiris-seo-geo
B2B SaaSGingiris

B2B SaaS growth

Product-led and sales-led playbook for scaling from product-market fit toward $10M ARR.

npx skills add Gingiris-1031/gingiris-b2b-growth
B2B SaaSGingiris

SaaS growth playbook

Revenue playbook structured around the path to $50K MRR.

npx skills add Gingiris-1031/saas-growth-playbook
B2B SaaSGingiris

Product-led growth

Product-led growth implementation covering freemium models and self-serve onboarding.

npx skills add Gingiris-1031/plg-playbook
B2B SaaSGingiris

B2B marketing playbook

Enterprise go-to-market and account-based marketing for the $0 to $1M ARR stage.

npx skills add Gingiris-1031/b2b-marketing-playbook
B2B SaaSGingiris

SaaS marketing playbook

Channel system for SaaS marketing, organised by growth stage.

npx skills add Gingiris-1031/saas-marketing-playbook
开源Gingiris

Open source marketing

GitHub stars growth system, from the first launch spike to long-term community growth.

npx skills add Gingiris-1031/gingiris-opensource
开源Gingiris

GitHub stars sprint

Fourteen-day sprint covering Show HN, Reddit, and GitHub trending strategies.

npx skills add Gingiris-1031/github-stars-playbook
开源Gingiris

Sustained star growth

Monthly framework for keeping GitHub stars growing after the launch spike.

npx skills add Gingiris-1031/gingiris-github-star-growth
开源Gingiris

Open source launch

README optimisation and community-led launch procedure for open source projects.

npx skills add Gingiris-1031/open-source-marketing-playbook
开源Gingiris

README writing system

Framework for writing a GitHub README that converts a visitor within the first screen.

npx skills add Gingiris-1031/gr-readme
移动端 ASOGingiris

ASO and app cold start

Organic discovery and user-generated content growth for a mobile app starting from zero.

npx skills add Gingiris-1031/gingiris-aso-growth
移动端 ASOGingiris

ASO playbook

App store optimisation covering keywords, screenshots, and rating management.

npx skills add Gingiris-1031/aso-playbook
硬件 GTMGingiris

Hardware and SaaS GTM

Go-to-market strategy for hardware plus software products, from crowdfunding through a KOL matrix.

npx skills add Gingiris-1031/hardware-saas-gtm
KOL 外联Gingiris

KOL outreach pipeline

Influencer marketing pipeline that runs from creator discovery through ROI tracking.

npx skills add Gingiris-1031/gingiris-kol-outreach
KOL 外联Gingiris

KOL cold templates

DM scripts and email pitch sequences for reaching influencers cold.

npx skills add Gingiris-1031/kol-outreach
UGCGingiris

UGC matrix growth

Content scaling system that combines human creators with AI production.

npx skills add Gingiris-1031/gingiris-ugc-matrix
社群Gingiris

Ambassador programme

Community ambassador procedure covering recruitment through retention.

npx skills add Gingiris-1031/community-ambassador-playbook
社群Gingiris

Community building

Playbook for growing a developer and user community from scratch.

npx skills add Gingiris-1031/community-building-playbook
开发者关系Gingiris

DevRel playbook

Developer relations playbook covering community, documentation, and events.

npx skills add Gingiris-1031/devrel-playbook
开发者关系Gingiris

Developer marketing

DevRel programmes and documentation treated as a marketing channel.

npx skills add Gingiris-1031/developer-marketing-playbook
RedditGingiris

Reddit marketing

Reddit participation playbook covering shadow-ban prevention and AI citation optimisation.

npx skills add Gingiris-1031/gingiris-reddit-marketing
Twitter/X 运营Gingiris

Twitter/X agent ops

Operating procedure for an AI-assisted Twitter/X account with daily logging and safety checks.

npx skills add Gingiris-1031/gingiris-twitter-agent-ops
用户研究Gingiris

User interviews and PMF

User interview and product-market fit validation playbook built on the jobs-to-be-done framework.

npx skills add Gingiris-1031/gingiris-user-interview
竞品研究Gingiris

Competitor teardowns

Competitor research method using Wayback Machine history and growth flywheel analysis.

npx skills add Gingiris-1031/competitor-research-playbook
初创增长Gingiris

Startup consultant

On-demand growth advisory skill for launch and go-to-market questions.

npx skills add Gingiris-1031/startup-consultant
初创增长Gingiris

Startup growth playbook

Channel prioritisation playbook for the seed to Series A stage.

npx skills add Gingiris-1031/startup-growth-playbook
初创增长Gingiris

Startup marketing

Zero-budget organic channel playbook covering SEO and community.

npx skills add Gingiris-1031/startup-marketing-playbook
初创增长Gingiris

Viral marketing

Referral system design and K-factor calculation playbook.

npx skills add Gingiris-1031/viral-marketing-playbook
初创增长Gingiris

Growth hacking tactics

Fifty growth tactics ranked by effort against impact.

npx skills add Gingiris-1031/growth-hacking-playbook
智能体路由Gingiris

Growth finder router

Router skill that matches a product type to the right Gingiris playbook.

npx skills add Gingiris-1031/gingiris-growth-finder
智能体运营Gingiris

Agent workflows

Multi-agent orchestration patterns and plugin marketplace design.

npx skills add Gingiris-1031/agent-workflow-playbook
AI 搜索Corey Haines

SEO audit

Works through a site's technical and on-page health, then ranks the fixes by what will move rankings first.

npx skills add coreyhaines31/marketingskills --skill seo-audit
AI 搜索Corey Haines

AI search visibility

Structures content so large language models quote it when answering questions about your category.

npx skills add coreyhaines31/marketingskills --skill ai-seo
AI 搜索Corey Haines

Site architecture

Plans URL structure, internal linking, and hierarchy so both crawlers and buyers can find their way.

npx skills add coreyhaines31/marketingskills --skill site-architecture
AI 搜索Corey Haines

Programmatic SEO

Builds template-driven page sets at scale without tipping into the thin content that gets penalised.

npx skills add coreyhaines31/marketingskills --skill programmatic-seo
AI 搜索Corey Haines

Schema markup

Adds and validates structured data so search and AI engines read the page correctly.

npx skills add coreyhaines31/marketingskills --skill schema
移动端 ASOCorey Haines

App store optimisation

Audits an App Store or Play listing across keywords, screenshots, and ratings.

npx skills add coreyhaines31/marketingskills --skill aso
文案Corey Haines

Copywriting

Writes landing pages, headlines, and body copy grounded in what customers actually say.

npx skills add coreyhaines31/marketingskills --skill copywriting
文案Corey Haines

Copy editing

Tightens existing copy for clarity and rhythm without flattening the voice it came in with.

npx skills add coreyhaines31/marketingskills --skill copy-editing
内容Corey Haines

Content strategy

Decides what to publish and in what order, tied to the buyer's questions rather than a keyword list.

npx skills add coreyhaines31/marketingskills --skill content-strategy
邮件Corey Haines

Email marketing

Builds lifecycle, nurture, and broadcast emails with the sequencing worked out.

npx skills add coreyhaines31/marketingskills --skill emails
邮件Corey Haines

Cold email

Writes B2B cold outreach and follow-ups built to earn a reply rather than a block.

npx skills add coreyhaines31/marketingskills --skill cold-email
核心信息Corey Haines

SMS marketing

Plans SMS campaigns and flows that stay useful and stay compliant.

npx skills add coreyhaines31/marketingskills --skill sms
社交媒体Corey Haines

Social content

Adapts one idea into posts that read as native on each platform.

npx skills add coreyhaines31/marketingskills --skill social
视频Corey Haines

Video marketing

Plans and scripts video, from short-form hooks through to product walkthroughs.

npx skills add coreyhaines31/marketingskills --skill video
创意Corey Haines

Marketing imagery

Briefs and generates the visual assets a campaign needs.

npx skills add coreyhaines31/marketingskills --skill image
内容Corey Haines

Lead magnets

Designs the free asset worth an email address, and the page that hands it over.

npx skills add coreyhaines31/marketingskills --skill lead-magnets
转化Corey Haines

Conversion optimisation

Finds where a page loses people and rewrites the moment they drop.

npx skills add coreyhaines31/marketingskills --skill cro
转化Corey Haines

Signup flow

Cuts the friction between wanting the product and being inside it.

npx skills add coreyhaines31/marketingskills --skill signup
转化Corey Haines

User onboarding

Designs the first session so people reach the point where the product proves itself.

npx skills add coreyhaines31/marketingskills --skill onboarding
转化Corey Haines

Popups and overlays

Times and writes interruptions so they convert instead of annoy.

npx skills add coreyhaines31/marketingskills --skill popups
转化Corey Haines

Paywalls

Structures the moment you ask for money, and what sits either side of it.

npx skills add coreyhaines31/marketingskills --skill paywalls
实验Corey Haines

A/B testing

Designs experiments with enough power to tell you something true.

npx skills add coreyhaines31/marketingskills --skill ab-testing
付费媒体Corey Haines

Paid advertising

Plans and runs campaigns across Google, Meta, LinkedIn, and the rest.

npx skills add coreyhaines31/marketingskills --skill ads
付费媒体Corey Haines

Ad creative

Generates and iterates ad headlines, copy, and concepts at volume.

npx skills add coreyhaines31/marketingskills --skill ad-creative
效果衡量Corey Haines

Analytics setup

Sets up and audits tracking so the numbers you report can be trusted.

npx skills add coreyhaines31/marketingskills --skill analytics
效果衡量Corey Haines

Attribution

Works out which marketing actually produced the revenue.

npx skills add coreyhaines31/marketingskills --skill attribution
增长Corey Haines

Referral programmes

Builds the mechanics that turn happy customers into new ones.

npx skills add coreyhaines31/marketingskills --skill referrals
增长Corey Haines

Free tools

Designs the free tool that earns attention and qualifies the people using it.

npx skills add coreyhaines31/marketingskills --skill free-tools
留存Corey Haines

Churn prevention

Builds cancellation flows, save offers, and failed-payment recovery.

npx skills add coreyhaines31/marketingskills --skill churn-prevention
增长Corey Haines

Marketing loops

Designs the compounding loop that replaces one-off campaign spend.

npx skills add coreyhaines31/marketingskills --skill marketing-loops
合作伙伴Corey Haines

Co-marketing

Finds partners with your audience and plans the joint campaign.

npx skills add coreyhaines31/marketingskills --skill co-marketing
合作伙伴Corey Haines

Influencer marketing

Runs creator partnerships from finding people through to measuring them.

npx skills add coreyhaines31/marketingskills --skill influencer-marketing
定价Corey Haines

Pricing strategy

Sets and tests price using what the outcome is worth to the buyer.

npx skills add coreyhaines31/marketingskills --skill pricing
定价Corey Haines

Offer design

Shapes what someone actually gets for the money, and why now.

npx skills add coreyhaines31/marketingskills --skill offers
策略Corey Haines

Marketing ideas

Generates campaign ideas fitted to your stage and constraints.

npx skills add coreyhaines31/marketingskills --skill marketing-ideas
策略Corey Haines

Marketing plan

Turns goals into a sequenced plan with owners and numbers attached.

npx skills add coreyhaines31/marketingskills --skill marketing-plan
社群Corey Haines

Community marketing

Builds a community that grows the product rather than sitting beside it.

npx skills add coreyhaines31/marketingskills --skill community-marketing
活动Corey Haines

Event marketing

Plans events and the follow-up that decides whether they were worth it.

npx skills add coreyhaines31/marketingskills --skill events
公关Corey Haines

Public relations

Works out the story worth pitching and who would actually run it.

npx skills add coreyhaines31/marketingskills --skill public-relations
研究Corey Haines

Customer research

Runs interviews and mines reviews to surface the language buyers use.

npx skills add coreyhaines31/marketingskills --skill customer-research
研究Corey Haines

Competitive analysis

Maps the field so positioning is a decision rather than a guess.

npx skills add coreyhaines31/marketingskills --skill competitors
研究Corey Haines

Competitor profiling

Takes competitor URLs and returns a structured teardown of each.

npx skills add coreyhaines31/marketingskills --skill competitor-profiling
策略Corey Haines

Marketing psychology

Applies decision-making research to copy and offers, with the sources named.

npx skills add coreyhaines31/marketingskills --skill marketing-psychology
发布Corey Haines

Product launch

Sequences a launch across the channels that matter for it.

npx skills add coreyhaines31/marketingskills --skill launch
定位Corey Haines

Product marketing

Establishes the product, audience, and positioning every other skill reads first.

npx skills add coreyhaines31/marketingskills --skill product-marketing
分发Corey Haines

Directory submissions

Gets the product listed where buyers and AI engines go looking.

npx skills add coreyhaines31/marketingskills --skill directory-submissions
销售Corey Haines

Revenue operations

Connects the pipeline, the data, and the handoffs between marketing and sales.

npx skills add coreyhaines31/marketingskills --skill revops
销售Corey Haines

Sales enablement

Builds the material a seller needs in a live conversation.

npx skills add coreyhaines31/marketingskills --skill sales-enablement
销售Corey Haines

Prospecting

Builds and qualifies the target list before anyone reaches out.

npx skills add coreyhaines31/marketingskills --skill prospecting
智能体运营Corey Haines

Marketing council

Runs a panel of marketing perspectives over one decision before you commit to it.

npx skills add coreyhaines31/marketingskills --skill marketing-council
文字编辑Siqi Chen

Humanizer

Rewrites AI-sounding prose so it reads like a person wrote it, without changing what it says. Works from Wikipedia's catalogue of AI writing tells: inflated claims, stock words, filler, and repetitive structure.

npx skills add blader/humanizer
文字编辑MrGeDiao

说人话 (Shuorenhua)

中文优先的文字编辑技能,中英文都能处理。清理套话、空泛铺垫和翻译腔,保留每个事实、数字、条件和承诺;也可以只标出问题,不改写原文。

npx skills add MrGeDiao/shuorenhua
语调Charlie Hills

Voice builder

Interviews you, reads a few samples of your writing, and produces the voice profile every other skill in this set reads first.

npx skills add charlie947/social-media-skills --skill voice-builder
语调Charlie Hills

Newsletter voice

Turns your voice profile into newsletter-specific writing rules, so the long-form piece sounds like the short ones.

npx skills add charlie947/social-media-skills --skill newsletter-voice
社交媒体Charlie Hills

LinkedIn post writer

Drafts posts against your voice profile rather than a generic house style.

npx skills add charlie947/social-media-skills --skill post-writer
社交媒体Charlie Hills

Post formatter

Shapes a topic into a finished post using PAS, AIDA, BAB, STAR, or SLAY, formatted for reading on a phone.

npx skills add charlie947/social-media-skills --skill post-formatter
社交媒体Charlie Hills

Hook generator

Produces six opening-line variations for a topic, built to the two-line contrast pattern.

npx skills add charlie947/social-media-skills --skill hook-generator
社交媒体Charlie Hills

Content matrix

Crosses your content pillars with eight formats to produce a table of post ideas in one pass.

npx skills add charlie947/social-media-skills --skill content-matrix
社交媒体Charlie Hills

Post scorer

Scores a draft against how your own past posts actually performed rather than generic best practice.

npx skills add charlie947/social-media-skills --skill post-scorer
社交媒体Charlie Hills

Analytics dashboard

Turns a LinkedIn analytics export into an interactive dashboard and a written audit with recommendations.

npx skills add charlie947/social-media-skills --skill analytics-dashboard
社交媒体Charlie Hills

Profile optimiser

Rebuilds a LinkedIn profile for conversion: headline options, about section, experience, and featured strategy.

npx skills add charlie947/social-media-skills --skill profile-optimizer
社交媒体Charlie Hills

Pinned comment

Writes the first comment that carries the link or the expansion, plus a matching image prompt.

npx skills add charlie947/social-media-skills --skill pinned-comment
社交媒体Charlie Hills

Quote post

Generates a quote and caption pair, then an image prompt that matches a reference you supply.

npx skills add charlie947/social-media-skills --skill quote-post
视频Charlie Hills

Reels scripting

Takes a reference Reel and rewrites it as a script in your voice from your own source material.

npx skills add charlie947/social-media-skills --skill reels-scripting
设计Charlie Hills

Post graphics

Decides whether a post needs a coded graphic or a generated one, then produces it.

npx skills add charlie947/social-media-skills --skill graphic-designer
设计Charlie Hills

Infographic prompt

Produces the hand-drawn whiteboard infographic prompt from a piece of source content.

npx skills add charlie947/social-media-skills --skill gemini-infographic
设计Charlie Hills

YouTube thumbnail

Builds a thumbnail prompt from a video title using a reference photo and your brand colours.

npx skills add charlie947/social-media-skills --skill youtube-thumbnail
研究Charlie Hills

Niche research

Sweeps Reddit, X, and news from the last seven days for the stories worth having an opinion about.

npx skills add charlie947/social-media-skills --skill niche-research

运行之前,先看清每一个技能。

01

源码先于口号

每一条都链接到对应的 SKILL.md 文件或代码仓库,说法有据可查。

02

任务越专,效果越好

专项技能的触发条件、检查项和完成标准都更清晰。

03

生产环境信息一目了然

每一条都在复制按钮旁写明依赖项和可移植性限制,打开页面就能看到。

安装前须知。

什么是 AI 智能体技能?

AI 智能体技能是一个可复用的 SKILL.md 文件,为兼容的智能体提供专门的指令、工作流程、参考资料和质量检查,用来完成一项明确的工作。

这些技能由谁开发?

16 个技能由 Flow AI 的 Amber Lan 开发并维护。41 个是 Gingiris 的 Iris Wei 编写的增长实战手册,50 个是 Corey Haines 的营销技能,17 个是 Charlie Hills 的社交媒体技能,另有 2 个文字编辑技能:Siqi Chen 的 Humanizer 和 MrGeDiao 的说人话(Shuorenhua)。所有精选技能均采用 MIT 许可,从作者自己的代码仓库安装。每一条都注明了作者。

安装之前,可以先查看技能内容吗?

可以。每一条都直接链接到它在 GitHub 上的公开源码。把它添加到智能体之前,先读一读其中的指令、依赖项和脚本。

这些技能适用于所有 AI 智能体吗?

它们采用 SKILL.md 格式。具体的安装方式和工具支持,取决于你使用的智能体和命令行工具(CLI)。GEO 套件目前提供针对 Claude Code 的说明文档。

列出的技能,可移植性都一样吗?

可移植性各有不同。Flow AI 的研究类和审计类技能可以移植,且自成一体。GEO 套件和 Latticework 简报设计为安装后使用。内容引擎依赖其文档中说明的品牌文件和本地工作流程。Gingiris 实战手册是自成一体的 SKILL.md 文件,从各自的代码仓库安装。

一起把你的业务经验变成技能。

带上你的工作流程,以及它必须达到的质量标准,我会和你一起把它搭建成一个可以检查的智能体系统。