The library

analytics · Solo founder or analyst setting up analytics for the first time — provides tool recommendation by stage, event naming conventions, core metrics framework, and GA4 setup checklist to track decisions not dashboards.

keyword-research · Teams planning content strategy or expanding into new verticals where keyword-to-intent mapping and opportunity scoring can guide roadmap prioritization.

competitor-research · One-time comprehensive competitive baseline research when a new competitor emerges or you're planning a differentiation strategy — not for continuous monitoring.

ads · the user invokes `/ads audit`, delegate to subagents in parallel:

ads-create · Specialized workflow for ads create

ads-google · Specialized workflow for ads google

ads-meta · Ecommerce and conversion-focused accounts managing creative diversity in Andromeda's 10,000x complexity model.

agentic-seo · Founder or marketer optimizing website for AI agent discovery (not just search engines) — quickly audits 5 key dimensions to ensure llms.txt, robots.txt, and structured data are agent-friendly.

money-ads · When launching campaigns on a new platform and you need to match the right platforms to your business model.

category-positioning · Apps in expansion phase or stuck in wrong category; category change is rare disruption but can unlock featuring and chart visibility.

ads · When you need to audit and fix multi-platform ad accounts with concrete health scores and actionable Quick Wins.

seo-geo · Specialized workflow for seo geo

ads-linkedin · B2B accounts wanting comprehensive health audit with ABM and Thought Leader Ads recommendations.

ads-youtube · Multi-format video strategy needing CTV at scale (now 75% of YouTube spend) with shoppable QR code integration.

aes-landing-page-builder · DTC brand launching paid traffic campaign to cold audience — produces purpose-built page blueprint that drives 2%+ conversion rate on ecommerce without needing a designer to interpret wireframes.

money-outreach · When you have a specific business type and need the right outreach mode (cold email vs. partnership vs. influencer) with persona-specific positioning.

ads-microsoft · Validating post-Google-import setup on Bing and unlocking Copilot chat placement (73% CTR lift observed)

ads · Doing a full portfolio review of all ad accounts at once when moving to a new agency or restructuring after a reorg

ad-creative · Paid media teams managing Google Ads, Meta, or LinkedIn campaigns who need to test new creative variants informed by what's currently working, not guessing.

agent-ops-article-verification · Editorial teams or AI output validators needing pre-publication fact-checking with defense-in-depth claim extraction

tracking · Content marketer or analyst tracking article ROI via CTA clicks and funnel attribution — sets up user ID for cross-session tracking, event naming convention for consistency, and conversion marking for multi-touch attribution.

app-marketing-context · First step in any app marketing work; prevents all downstream ASO skills from re-asking the same context questions.

ads-budget · Performance marketing teams when you need a budget reallocation framework that follows the 70/20/10 rule and matches bidding strategy to learning phase.

ads-creative · Performance marketing teams when you need a structured framework for creative testing and fatigue detection to continuously optimize ad performance.

marketing-strategist · Founders and marketing leaders when you need a full-funnel strategy framework covering positioning, messaging, channel selection, and growth modeling.

copywriting-frameworks · Copy teams needing structure when starting blank, or UX writers/PMs drafting CTAs and headlines.

content-strategy-sms · Teams launching a content strategy or rebalancing focus across multiple platforms without established content pillars.

seo-content-brief · targeted improvements will win

ads-apple · Specialized workflow for ads apple

ads-creative · Specialized workflow for ads creative

ads-generate · Specialized workflow for ads generate

geo · When Google AI Overviews are capturing your traffic and you need to get cited instead of ranked.

geo-technical · When GEO performance is low and you suspect technical issues like JS-rendering or AI crawler blocking in robots.txt.

ads-meta · Diagnosing performance loss on Meta after iOS targeting changes or when account structure needs consolidation

pitch-copy · Product marketer writing copy for sales funnel — produces outcome-focused copy that avoids adjectives, uses user language, and structures sections for conversion psychology (problem → solution → proof → CTA).

meta-tags-optimizer · Content creators optimizing existing page meta tags for CTR improvement, or batch-creating meta tags for new content launches where SERP position is already known.

asc-aso-audit · App marketers publishing to Apple App Store who want to validate metadata efficiency (keyword waste) and field utilization before submitting new versions.

geo-brand-mentions · When GEO audits show low citation rates and you need to understand brand authority signals across platforms where AI models train.

ad-creative · Performance marketer optimizing ad creative across multiple platforms — covers platform-specific specs, generates from scratch or iterates from performance data, validates copy length against platform limits.

facebook-ads · Ecommerce and lead-gen accounts wanting to optimize Advantage+ Shopping/Conversions with proper structure.

manage · Meta advertisers with 5+ ad sets who need diagnostic clarity on what is actually working, waste identification in dollars, and confidence-checked recommendations before making changes.

brand-voice · Specialized workflow for brand voice

ads-plan · New advertising launches or account restructures needing multi-platform strategy from scratch.

geo-citability · When content exists but isn't getting cited by AI and you need to understand why and how to restructure passages for extractability.

apple-search-ads · Any app with iOS presence; highest-intent channel (users already in App Store) with reliable conversion data.

ads-linkedin · B2B demand gen teams when you need a LinkedIn campaign execution guide for targeting high-value accounts with decision-maker precision.

ads-youtube · Optimizing YouTube Shorts ads and Demand Gen campaigns when view rate is <15% or CTR <0.5%

influencer-outreach · Founders launching a product or building organic distribution who can't afford paid ads and need authentic creator partnerships, but only if they can personalize at scale and get founder sign-off first.

copy · Teams running Google Ads at scale who need to test copy variants systematically against baseline CTR/conversion data while respecting positioning and landing page content.

geo-platform-optimizer · When you need to understand why one AI platform cites you and another doesn't, and how to fix platform-specific gaps.