GEO operator
Routes a site through AI visibility, technical SEO, content quality, structured data, platform checks, and a prioritised report.
npx skills add Amberlanqinyun/geo-seo-claude --skill geo
Flow AI skill library
Focused workflows for AI search, launch, growth, community, content operations and product systems, with the source open before you run them.
npx skills add Amberlanqinyun/geo-seo-claude
Start with the GEO suite: one operator plus 11 specialist skills.
126 skills: 17 built by Flow AI, 41 growth playbooks by Iris Wei of Gingiris, 50 marketing skills by Corey Haines, 17 social media skills by Charlie Hills, and the Humanizer editing skill by Siqi Chen. Every entry names its author and links to its source.
126 skills shown
Routes a site through AI visibility, technical SEO, content quality, structured data, platform checks, and a prioritised report.
npx skills add Amberlanqinyun/geo-seo-claude --skill geo
Runs the complete AI visibility and search audit, then turns the findings into a ranked action plan.
npx skills add Amberlanqinyun/geo-seo-claude --skill geo-auditScores page blocks for answerability, evidence density, clarity, and readiness to be cited by AI systems.
npx skills add Amberlanqinyun/geo-seo-claude --skill geo-citabilityChecks robots.txt access for major AI crawlers and flags discoverability blockers before content work begins.
npx skills add Amberlanqinyun/geo-seo-claude --skill geo-crawlersAudits or generates llms.txt so AI systems can find the site’s most useful pages and source context.
npx skills add Amberlanqinyun/geo-seo-claude --skill geo-llmstxtMaps brand signals across public platforms and identifies the authority gaps weakening AI recommendations.
npx skills add Amberlanqinyun/geo-seo-claude --skill geo-brand-mentionsAdapts visibility recommendations for ChatGPT, Perplexity, Gemini, and Google AI Overviews.
npx skills add Amberlanqinyun/geo-seo-claude --skill geo-platform-optimizerAudits and generates structured data so entities, offers, authors, and answers are clearer to search systems.
npx skills add Amberlanqinyun/geo-seo-claude --skill geo-schemaChecks crawlability, rendering, mobile behaviour, performance, security, and core search foundations.
npx skills add Amberlanqinyun/geo-seo-claude --skill geo-technicalReviews information gain, experience signals, readability, freshness, and evidence before rewriting a page.
npx skills add Amberlanqinyun/geo-seo-claude --skill geo-contentSynthesises audit findings into a concise deliverable with priorities, evidence, owners, and next actions.
npx skills add Amberlanqinyun/geo-seo-claude --skill geo-reportRenders audit scores, charts, findings, and recommendations into a shareable PDF deliverable.
npx skills add Amberlanqinyun/geo-seo-claude --skill geo-report-pdfTurns a company URL into an evidence-backed brand brief covering positioning, audience, competitors, voice, proof, and content gaps.
npx skills add Amberlanqinyun/Amberlanqinyun.github.io --skill research-brandMaps public pain-point discussions, target communities, and real user language into helpful participation and content opportunities.
npx skills add Amberlanqinyun/Amberlanqinyun.github.io --skill reddit-opportunity-researchChecks every URL, statistic, source attribution, and company claim before content goes live, then returns a severity-ranked report.
npx skills add Amberlanqinyun/Amberlanqinyun.github.io --skill audit-contentTurns one source document into 14 channel-ready artefacts, then gates every output through codified brand voice rules.
npx skills add Amberlanqinyun/novie-content-engine --skill novie-content-engineCarries the product spec, design system, architecture, content schema, and test-first workflow for a SwiftUI app.
npx skills add https://github.com/Amberlanqinyun/latticework --skill latticeworkMulti-channel go-to-market plan for launching an AI product, anchored on a Product Hunt debut.
npx skills add Gingiris-1031/gingiris-launchFramework for planning a Product Hunt launch and competing for the daily ranking.
npx skills add Gingiris-1031/product-hunt-playbookHour-by-hour operating procedure for a first Product Hunt launch.
npx skills add Gingiris-1031/product-hunt-launch-guideExecution checklist that runs from day one to the first hundred users.
npx skills add Gingiris-1031/startup-launchMulti-channel strategy for an early-stage company's first launch week.
npx skills add Gingiris-1031/startup-launch-playbookGo-to-market strategy written for AI-native products.
npx skills add Gingiris-1031/ai-launch-playbookThirty-day guide for shipping and launching a first AI product.
npx skills add Gingiris-1031/ai-product-launchStrategy template covering positioning and channel selection.
npx skills add Gingiris-1031/go-to-market-playbookDaily operating procedure for an SEO and GEO agent covering audits, ranking tracking, and backlink management.
npx skills add Gingiris-1031/gingiris-seo-geo-agentDual-engine strategy for ranking on Google and on AI search platforms at the same time.
npx skills add Gingiris-1031/gingiris-seo-geoProduct-led and sales-led playbook for scaling from product-market fit toward $10M ARR.
npx skills add Gingiris-1031/gingiris-b2b-growthRevenue playbook structured around the path to $50K MRR.
npx skills add Gingiris-1031/saas-growth-playbookProduct-led growth implementation covering freemium models and self-serve onboarding.
npx skills add Gingiris-1031/plg-playbookEnterprise go-to-market and account-based marketing for the $0 to $1M ARR stage.
npx skills add Gingiris-1031/b2b-marketing-playbookChannel system for SaaS marketing, organised by growth stage.
npx skills add Gingiris-1031/saas-marketing-playbookGitHub stars growth system, from the first launch spike to long-term community growth.
npx skills add Gingiris-1031/gingiris-opensourceFourteen-day sprint covering Show HN, Reddit, and GitHub trending strategies.
npx skills add Gingiris-1031/github-stars-playbookMonthly framework for keeping GitHub stars growing after the launch spike.
npx skills add Gingiris-1031/gingiris-github-star-growthREADME optimisation and community-led launch procedure for open source projects.
npx skills add Gingiris-1031/open-source-marketing-playbookFramework for writing a GitHub README that converts a visitor within the first screen.
npx skills add Gingiris-1031/gr-readmeOrganic discovery and user-generated content growth for a mobile app starting from zero.
npx skills add Gingiris-1031/gingiris-aso-growthApp store optimisation covering keywords, screenshots, and rating management.
npx skills add Gingiris-1031/aso-playbookGo-to-market strategy for hardware plus software products, from crowdfunding through a KOL matrix.
npx skills add Gingiris-1031/hardware-saas-gtmInfluencer marketing pipeline that runs from creator discovery through ROI tracking.
npx skills add Gingiris-1031/gingiris-kol-outreachDM scripts and email pitch sequences for reaching influencers cold.
npx skills add Gingiris-1031/kol-outreachContent scaling system that combines human creators with AI production.
npx skills add Gingiris-1031/gingiris-ugc-matrixCommunity ambassador procedure covering recruitment through retention.
npx skills add Gingiris-1031/community-ambassador-playbookPlaybook for growing a developer and user community from scratch.
npx skills add Gingiris-1031/community-building-playbookDeveloper relations playbook covering community, documentation, and events.
npx skills add Gingiris-1031/devrel-playbookDevRel programmes and documentation treated as a marketing channel.
npx skills add Gingiris-1031/developer-marketing-playbookReddit participation playbook covering shadow-ban prevention and AI citation optimisation.
npx skills add Gingiris-1031/gingiris-reddit-marketingOperating procedure for an AI-assisted Twitter/X account with daily logging and safety checks.
npx skills add Gingiris-1031/gingiris-twitter-agent-opsUser interview and product-market fit validation playbook built on the jobs-to-be-done framework.
npx skills add Gingiris-1031/gingiris-user-interviewCompetitor research method using Wayback Machine history and growth flywheel analysis.
npx skills add Gingiris-1031/competitor-research-playbookOn-demand growth advisory skill for launch and go-to-market questions.
npx skills add Gingiris-1031/startup-consultantChannel prioritisation playbook for the seed to Series A stage.
npx skills add Gingiris-1031/startup-growth-playbookZero-budget organic channel playbook covering SEO and community.
npx skills add Gingiris-1031/startup-marketing-playbookReferral system design and K-factor calculation playbook.
npx skills add Gingiris-1031/viral-marketing-playbookFifty growth tactics ranked by effort against impact.
npx skills add Gingiris-1031/growth-hacking-playbookRouter skill that matches a product type to the right Gingiris playbook.
npx skills add Gingiris-1031/gingiris-growth-finderMulti-agent orchestration patterns and plugin marketplace design.
npx skills add Gingiris-1031/agent-workflow-playbookWorks 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-auditStructures content so large language models quote it when answering questions about your category.
npx skills add coreyhaines31/marketingskills --skill ai-seoPlans URL structure, internal linking, and hierarchy so both crawlers and buyers can find their way.
npx skills add coreyhaines31/marketingskills --skill site-architectureBuilds template-driven page sets at scale without tipping into the thin content that gets penalised.
npx skills add coreyhaines31/marketingskills --skill programmatic-seoAdds and validates structured data so search and AI engines read the page correctly.
npx skills add coreyhaines31/marketingskills --skill schemaAudits an App Store or Play listing across keywords, screenshots, and ratings.
npx skills add coreyhaines31/marketingskills --skill asoWrites landing pages, headlines, and body copy grounded in what customers actually say.
npx skills add coreyhaines31/marketingskills --skill copywritingTightens existing copy for clarity and rhythm without flattening the voice it came in with.
npx skills add coreyhaines31/marketingskills --skill copy-editingDecides 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-strategyBuilds lifecycle, nurture, and broadcast emails with the sequencing worked out.
npx skills add coreyhaines31/marketingskills --skill emailsWrites B2B cold outreach and follow-ups built to earn a reply rather than a block.
npx skills add coreyhaines31/marketingskills --skill cold-emailPlans SMS campaigns and flows that stay useful and stay compliant.
npx skills add coreyhaines31/marketingskills --skill smsAdapts one idea into posts that read as native on each platform.
npx skills add coreyhaines31/marketingskills --skill socialPlans and scripts video, from short-form hooks through to product walkthroughs.
npx skills add coreyhaines31/marketingskills --skill videoBriefs and generates the visual assets a campaign needs.
npx skills add coreyhaines31/marketingskills --skill imageDesigns the free asset worth an email address, and the page that hands it over.
npx skills add coreyhaines31/marketingskills --skill lead-magnetsFinds where a page loses people and rewrites the moment they drop.
npx skills add coreyhaines31/marketingskills --skill croCuts the friction between wanting the product and being inside it.
npx skills add coreyhaines31/marketingskills --skill signupDesigns the first session so people reach the point where the product proves itself.
npx skills add coreyhaines31/marketingskills --skill onboardingTimes and writes interruptions so they convert instead of annoy.
npx skills add coreyhaines31/marketingskills --skill popupsStructures the moment you ask for money, and what sits either side of it.
npx skills add coreyhaines31/marketingskills --skill paywallsDesigns experiments with enough power to tell you something true.
npx skills add coreyhaines31/marketingskills --skill ab-testingPlans and runs campaigns across Google, Meta, LinkedIn, and the rest.
npx skills add coreyhaines31/marketingskills --skill adsGenerates and iterates ad headlines, copy, and concepts at volume.
npx skills add coreyhaines31/marketingskills --skill ad-creativeSets up and audits tracking so the numbers you report can be trusted.
npx skills add coreyhaines31/marketingskills --skill analyticsWorks out which marketing actually produced the revenue.
npx skills add coreyhaines31/marketingskills --skill attributionBuilds the mechanics that turn happy customers into new ones.
npx skills add coreyhaines31/marketingskills --skill referralsDesigns the free tool that earns attention and qualifies the people using it.
npx skills add coreyhaines31/marketingskills --skill free-toolsBuilds cancellation flows, save offers, and failed-payment recovery.
npx skills add coreyhaines31/marketingskills --skill churn-preventionDesigns the compounding loop that replaces one-off campaign spend.
npx skills add coreyhaines31/marketingskills --skill marketing-loopsFinds partners with your audience and plans the joint campaign.
npx skills add coreyhaines31/marketingskills --skill co-marketingRuns creator partnerships from finding people through to measuring them.
npx skills add coreyhaines31/marketingskills --skill influencer-marketingSets and tests price using what the outcome is worth to the buyer.
npx skills add coreyhaines31/marketingskills --skill pricingShapes what someone actually gets for the money, and why now.
npx skills add coreyhaines31/marketingskills --skill offersGenerates campaign ideas fitted to your stage and constraints.
npx skills add coreyhaines31/marketingskills --skill marketing-ideasTurns goals into a sequenced plan with owners and numbers attached.
npx skills add coreyhaines31/marketingskills --skill marketing-planBuilds a community that grows the product rather than sitting beside it.
npx skills add coreyhaines31/marketingskills --skill community-marketingPlans events and the follow-up that decides whether they were worth it.
npx skills add coreyhaines31/marketingskills --skill eventsWorks out the story worth pitching and who would actually run it.
npx skills add coreyhaines31/marketingskills --skill public-relationsRuns interviews and mines reviews to surface the language buyers use.
npx skills add coreyhaines31/marketingskills --skill customer-researchMaps the field so positioning is a decision rather than a guess.
npx skills add coreyhaines31/marketingskills --skill competitorsTakes competitor URLs and returns a structured teardown of each.
npx skills add coreyhaines31/marketingskills --skill competitor-profilingApplies decision-making research to copy and offers, with the sources named.
npx skills add coreyhaines31/marketingskills --skill marketing-psychologySequences a launch across the channels that matter for it.
npx skills add coreyhaines31/marketingskills --skill launchEstablishes the product, audience, and positioning every other skill reads first.
npx skills add coreyhaines31/marketingskills --skill product-marketingGets the product listed where buyers and AI engines go looking.
npx skills add coreyhaines31/marketingskills --skill directory-submissionsConnects the pipeline, the data, and the handoffs between marketing and sales.
npx skills add coreyhaines31/marketingskills --skill revopsBuilds the material a seller needs in a live conversation.
npx skills add coreyhaines31/marketingskills --skill sales-enablementBuilds and qualifies the target list before anyone reaches out.
npx skills add coreyhaines31/marketingskills --skill prospectingRuns a panel of marketing perspectives over one decision before you commit to it.
npx skills add coreyhaines31/marketingskills --skill marketing-councilRewrites 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/humanizerInterviews 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-builderTurns 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-voiceDrafts posts against your voice profile rather than a generic house style.
npx skills add charlie947/social-media-skills --skill post-writerShapes 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-formatterProduces six opening-line variations for a topic, built to the two-line contrast pattern.
npx skills add charlie947/social-media-skills --skill hook-generatorCrosses 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-matrixScores a draft against how your own past posts actually performed rather than generic best practice.
npx skills add charlie947/social-media-skills --skill post-scorerTurns a LinkedIn analytics export into an interactive dashboard and a written read with recommendations.
npx skills add charlie947/social-media-skills --skill analytics-dashboardRebuilds a LinkedIn profile for conversion: headline options, about section, experience, and featured strategy.
npx skills add charlie947/social-media-skills --skill profile-optimizerWrites the first comment that carries the link or the expansion, plus a matching image prompt.
npx skills add charlie947/social-media-skills --skill pinned-commentGenerates a quote and caption pair, then an image prompt that matches a reference you supply.
npx skills add charlie947/social-media-skills --skill quote-postTakes 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-scriptingDecides whether a post needs a coded graphic or a generated one, then produces it.
npx skills add charlie947/social-media-skills --skill graphic-designerTurns source content into a slide-by-slide carousel brief, then per-slide image prompts.
npx skills add charlie947/social-media-skills --skill gemini-carouselProduces the hand-drawn whiteboard infographic prompt from a piece of source content.
npx skills add charlie947/social-media-skills --skill gemini-infographicBuilds a thumbnail prompt from a video title using a reference photo and your brand colours.
npx skills add charlie947/social-media-skills --skill youtube-thumbnailSweeps 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-researchEvery entry links to the exact SKILL.md or repository behind the claim.
Specialist skills carry clearer triggers, checks, and definitions of done.
Dependencies and portability limits are stated, not hidden behind a copy button.
An AI agent skill is a reusable SKILL.md file that gives a compatible agent specialised instructions, workflows, references, and quality checks for a defined job.
Seventeen skills are built and maintained by Amber Lan at Flow AI. Forty-one are growth playbooks by Iris Wei of Gingiris, fifty are marketing skills by Corey Haines, seventeen are social media skills by Charlie Hills, and one is the Humanizer editing skill by Siqi Chen. All the curated ones are MIT licensed and install from their authors' own repositories. Every entry names its author.
Yes. Every entry links directly to its public source on GitHub. Read the instructions, dependencies, and scripts before you add it to an agent.
They use the SKILL.md format. Exact installation and tool support depend on the agent and CLI you use. The GEO suite is currently documented for Claude Code.
No. The Flow AI research and audit skills are portable and self-contained. The GEO suite and Latticework brief are designed to be installed. The content engine depends on its documented brand files and local workflow. The Gingiris playbooks are self-contained SKILL.md files installed from their own repositories.
Bring the workflow, edge cases, and quality bar. I will turn them into an inspectable agent system.