cyberneticlibrary

The library

Everything we index — ranked by what works, never by stars.

WORKS 58
Detect SEO regressions across site changesskillMarketingL2
seo-drift · Catching SEO regressions during site migrations, rewrites, or CMS updates where before/after diffs with triggered rules save investigation time.
WORKS 53
Track business presence across maps platformsskillMarketingL3
seo-maps · Local businesses needing cross-platform review aggregation and rank tracking across geographic grids.
WORKS 57
Validate Schema.org markup and rich resultsskillMarketingL1
seo-schema · Publishers, e-commerce, or service sites needing to claim rich result eligibility and semantic markup validation.
WORKS 58
Calculate PPC metrics and budget modelsskillMarketingL1
ads-math · Ad ops and marketers modeling budget allocation, scaling decisions, and financial sustainability of campaigns.
WORKS 52
Aggregate GEO audits into executive reportsskillMarketingL2
geo-report · GEO audit aggregation where a single report is required for executive sign-off.
WORKS 56
Track AI-driven search trafficskillMarketingDataL2
ai-traffic · Growth marketers trying to understand the new AI-driven referral channel and separate it from traditional organic/referral attribution.
WORKS 58
Define positioning and competitive strategyskillMarketingL1
marketing-strategy · Pre-launch or repositioning when you need to justify why now (macro trend) and who wins (best-fit customer).
WORKS 58
Audit landing pages for conversionskillMarketingL1
landing-page-optimizer · Rapidly identifying structural landing page problems (missing CTA, poor prop hierarchy, unoptimized forms) before A/B testing specific copy variations
WORKS 54
Execute SEO optimization operationsskillMarketingL1
seo-sxo · Used in skill workflows
WORKS 58
Systematically improve copy through editingskillMarketingL1
afrexai-copywriting-mastery · Refining existing copy where the core message is sound but execution is weak; best when copy is already drafted and time allows multiple passes rather than full rewrites.
WORKS 55
Reduce SaaS churn with save offersskillMarketingSalesL3
churn-prevention · Systematically reducing voluntary churn through dynamic save offers mapped to exit reasons and preventing involuntary churn via smart retries.
WORKS 58
Build deep buyer personas reps actually referenceskillSalesMarketingL1
buyer-persona · B2B sales teams that want reps to walk into calls and immediately recognize who they're talking to, what matters to them, and what will move them forward — not generic personas on a slide deck.
WORKS 57
Track SEO changes against baselinesskillMarketingL2
seo-drift · Detect accidental regressions after content updates
WORKS 54
Query Google SEO APIs for real metricsskillMarketingL2
seo-google · Ground analysis in real user metrics instead of estimates
WORKS 56
Analyze business presence on MapsskillMarketingL2
seo-maps · Understand local rank variance across geography
WORKS 56
Detect and fix schema markup issuesskillMarketingEngineeringL2
seo-schema · Find missing schema opportunities and fix validation errors
WORKS 57
Audit technical SEO crawlabilityskillMarketingEngineeringL2
seo-technical · Conducting comprehensive technical SEO audits for crawlability, indexability, and security issues across large sites.
WORKS 58
Audit design across desktop and mobileskillMarketingProductL2
seo-visual · Verifying H1/CTA visibility, touch target sizing, and mobile responsiveness across multiple viewports.
WORKS 54
Optimize for search and AI enginesskillMarketingL2
seo-geo · Content optimization when competing in both traditional Google/Bing search AND AI search engines (ChatGPT, Perplexity, Claude), requiring dual strategy.
WORKS 60
Fix prose defects across blog batchworkflowMarketingL2
blog-prose-remediation · Hardening vague agent instructions into precise, testable, falsifiable prompts.
WORKS 53
Design lead scoring and nurture workflowsskillMarketingL3
marketing-automation · Qualifying and nurturing leads at scale when you have 50+ inbound leads/month and need to route only hot leads to sales.
WORKS 58
Launch B2B campaigns on LinkedInskillMarketingSalesL2
linkedin-ads · ABM or role-targeted outreach (to VPs/C-suite at specific companies) where LinkedIn's professional targeting is the only viable channel at scale
WORKS 57
Track follower growth and content correlationskillMarketingL2
audience-growth-tracker-sms · Creator or brand accounts analyzing what content drives follower acquisition, to prioritize future content production.
WORKS 54
Run comprehensive SEO analysis and optimizationskillMarketingProductL3
SKILL · Comprehensive SEO baseline audit for new client sites or pre-launch validation when you want both LLM insights and script-backed evidence in one output.
WORKS 59
Crawl and audit websites at scaleskillMarketingL2
seo-firecrawl · Full-site SEO audits, broken link detection, and content inventory when crawl-based analysis is faster than manual review.
WORKS 59
Run comprehensive SEO auditsskillMarketingL3
seo-audit · Enterprise SEO audits of 300+ page sites where parallel subagent analysis surfaces critical issues across 15+ dimensions in one pass.
WORKS 53
Analyze or generate XML sitemapsskillMarketingL1
seo-sitemap · Large sites or programmatic page generators needing split sitemaps and crawl efficiency validation.
WORKS 59
Create event-triggered in-app messagesskillMarketingProductL2
firebase-in-app-messaging · Delivering contextual, event-triggered messages to users without interrupting payment flows or onboarding wizards.
WORKS 59
Generate customized GEO service proposalsskillSalesMarketingL1
geo-proposal · GEO agencies converting prospects where audit-to-proposal automation accelerates sales.
WORKS 56
Optimize structured data for AI entity recognitionskillMarketingEngineeringL2
geo-schema · Optimizing entity recognition when schema is the bottleneck to AI citations.
WORKS 57
Generate multi-channel product launch campaignskillMarketingProductL2
product-campaign · Multi-channel product launches where coordinated visual identity is critical.
WORKS 59
Plan e-commerce content strategy and calendarskillMarketingL2
ecommerce-content-marketing · E-commerce brands launching on TikTok/Instagram/YouTube without prior social strategy—you get calendar + customer-voice-derived topics.
WORKS 59
Build copy-ready email automation flowsskillMarketingL3
ecommerce-email-marketing-builder · E-commerce founder or marketer with 500+ subscribers and a platform—go from zero flows to 10 production-ready sequences.
WORKS 56
Run comprehensive technical SEO auditsskillMarketingProductL2
seo-audit · When you need a 16-category, 148-rule technical SEO audit because seomator is purpose-built for LLM consumption and covers crawlability → indexation → performance.
WORKS 58
Plan quarterly marketing growth sprintsskillMarketingL2
marketing-strategist · Planning quarterly marketing sprints when you need channel prioritization and measurable outcomes per month.
WORKS 54
Design topic clusters for SEO authorityskillMarketingL1
ink-cluster · Marketing teams building topical authority in a category where they need to own the full search funnel from awareness to decision.
WORKS 59
Write high-converting ad copyskillMarketingL1
ad-creative · Teams scaling ad testing across multiple platforms and funnel stages without hiring specialist copywriters.
WORKS 53
Score landing page conversion potentialskillMarketingL2
landing · SEM teams finding where paid traffic is wasted (high CTR / low CVR) and quantifying the dollar impact of landing page fixes vs ad optimization.
WORKS 54
Design keyword clusters for contentskillMarketingL2
seo-cluster · Content strategy for SaaS/publisher sites where hub-and-spoke content architecture with natural internal links outperforms flat site navigation.
WORKS 54
Run full-site SEO assessmentskillMarketingL3
seo · Full-site SEO assessment with parallel subagent coordination and prioritized action plan.
WORKS 59
Route marketing strategy by modeskillMarketingL1
marketing · Routing marketing requests to the correct workflow (SEO, campaign, content, email, competitive, brand, or performance) with guardrails.
WORKS 54
Conduct comprehensive SEO auditskillMarketingL2
seo-audit · Complete site assessment before major changes
WORKS 54
Query live SEO data via DataForSEOskillMarketingL2
seo-dataforseo · Real-time SERP and keyword difficulty lookup
WORKS 54
Analyze single page for on-page SEOskillMarketingL1
seo-page · Quick per-page diagnosis during content review
WORKS 59
Measure page speed with real-user dataskillMarketingProductL2
seo-performance · Diagnose page speed issues with real-user field data
WORKS 58
Execute SEO sitemap operationsskillMarketingL1
seo-sitemap · Used in skill workflows
WORKS 57
Enforce consistent brand voiceskillMarketingL1
brand-voice · Eliminating marketing fluff, vague adjectives, and filler phrases from technical documentation and content.
WORKS 59
Pitch journalists and podcast hostsskillMarketingL1
buzz-outreach · Founders announcing something newsworthy who need different hooks for tech reporters vs. vertical trade press vs. podcast hosts.
WORKS 56
Design positioning that sticks with buyersskillMarketingSalesL1
positioning-messaging-designer · When you need positioning that sticks because it's specific (not generic), honest (addresses real objections), and tested against competitive set.
WORKS 57
Generate brand identity documentskillMarketingL1
brand-identity-generator · Solo founders or small teams who need one reference document that prevents design drift when working with Claude Code, Cursor, Lovable, or Replit.
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