The library

sales-pipeline · Mid-market B2B with warm inbound (website visitors) needing automated nurture routing + resurrection of known accounts

data-analysis-standard · Explaining unexpected metric movements before escalating to leadership; answers 'what changed, why, so what, now what' for any metric problem.

assumption-mapper · Pre-build validation when a plan has multiple untested bets and you need to decide what to test first.

ai-traffic · Growth marketers trying to understand the new AI-driven referral channel and separate it from traditional organic/referral attribution.

legal · Contract analysis and generation with parallel risk assessment and compliance checking.

marketing-strategy · Pre-launch or repositioning when you need to justify why now (macro trend) and who wins (best-fit customer).

landing-page-optimizer · Rapidly identifying structural landing page problems (missing CTA, poor prop hierarchy, unoptimized forms) before A/B testing specific copy variations

seo-sxo · Used in skill workflows

slo-sales-funnel · Seed-stage founders executing outbound sales with a defined ICP and limited budget, who need concrete math linking customer goal to weekly outreach quota.

daily-standup · Team standup where you need to map Claude Code activities to business outcomes without manual log review.

career-ops · Centralizing multi-path job search workflows (research, evaluation, application, tracking) where auto-detection of intent saves friction.

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.

client-onboarding · New service engagements where alignment and clear expectations prevent early-stage friction and rework—eliminates the typical 2-week ramping chaos.

churn-prevention · Systematically reducing voluntary churn through dynamic save offers mapped to exit reasons and preventing involuntary churn via smart retries.

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.

seo-drift · Detect accidental regressions after content updates

seo-google · Ground analysis in real user metrics instead of estimates

seo-maps · Understand local rank variance across geography

seo-schema · Find missing schema opportunities and fix validation errors

seo-technical · Conducting comprehensive technical SEO audits for crawlability, indexability, and security issues across large sites.

seo-visual · Verifying H1/CTA visibility, touch target sizing, and mobile responsiveness across multiple viewports.

finance-based-pricing-advisor · Best for: complex multi-phase orchestration with parallelization and adversarial gates.

apollo-lead-finder · When you need 1,000+ prospect names at zero cost to find ICP-fit leads, then selectively spend credits only on the best matches — not for one-off lookups or full-email lists.

sprint-summary · Engineering/product leads presenting sprint progress to stakeholders with data-driven efficiency and cost trends.

seo-geo · Content optimization when competing in both traditional Google/Bing search AND AI search engines (ChatGPT, Perplexity, Claude), requiring dual strategy.

sales-competitors · Sales teams qualifying inbound leads who want to know what vendors are already entrenched before proposing displacement

marketing-automation · Qualifying and nurturing leads at scale when you have 50+ inbound leads/month and need to route only hot leads to sales.

contract-and-proposal-writer · Comprehensive systematic audits of code/UI across many files and components.

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

hiring · Solo founders deciding whether to invest in hiring before scaling to a team, when the line between AI-capable and human-necessary work is blurry.

cre-legal · Structured agent orchestration with deterministic phase transitions and fault isolation.

audience-growth-tracker-sms · Creator or brand accounts analyzing what content drives follower acquisition, to prioritize future content production.

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.

seo-firecrawl · Full-site SEO audits, broken link detection, and content inventory when crawl-based analysis is faster than manual review.

seo-audit · Enterprise SEO audits of 300+ page sites where parallel subagent analysis surfaces critical issues across 15+ dimensions in one pass.

seo-sitemap · Large sites or programmatic page generators needing split sitemaps and crawl efficiency validation.

firebase-in-app-messaging · Delivering contextual, event-triggered messages to users without interrupting payment flows or onboarding wizards.

geo-proposal · GEO agencies converting prospects where audit-to-proposal automation accelerates sales.

geo-prospect · When you're running a GEO agency and need lightweight prospect/client tracking with integrated audit scoring.

geo-schema · Optimizing entity recognition when schema is the bottleneck to AI citations.

product-campaign · Multi-channel product launches where coordinated visual identity is critical.

ecommerce-content-marketing · E-commerce brands launching on TikTok/Instagram/YouTube without prior social strategy—you get calendar + customer-voice-derived topics.

ecommerce-email-marketing-builder · E-commerce founder or marketer with 500+ subscribers and a platform—go from zero flows to 10 production-ready sequences.

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.

marketing-strategist · Planning quarterly marketing sprints when you need channel prioritization and measurable outcomes per month.

contract-review · When you need a sharp first read on contract risks, missing clauses, and negotiation priorities before legal review.

ink-cluster · Marketing teams building topical authority in a category where they need to own the full search funnel from awareness to decision.

compliance · Specialized task execution with clear input/output structure.

ad-creative · Teams scaling ad testing across multiple platforms and funnel stages without hiring specialist copywriters.

discovery-interview-prep · Product managers validating new markets or churn problems who need to avoid wasting customer time and research budget on misaligned interview design.