The library

programmatic-seo · When you have proprietary or product-derived data and a clear keyword pattern with 100+ potential pages; builds durable SEO moat through data defensibility, not just template replication.

android-aso · Android-first apps where full description indexing is an advantage over iOS; semantic similarity understanding is required.

creator-ugc-marketing · Consumer apps (fitness, wellness, utilities, games) where TikTok/Instagram audience overlap; organic + paid multiplier.

ads-tiktok · Auditing TikTok Shop integration and creative testing velocity when account is underspending on winners

competitor-analysis · GTM strategy and positioning work; creates data-driven foundation for 'why us vs them' messaging.

outbound-email-strategy · B2B outbound when you need a 7-step cold email sequence template with subject line patterns, CTA psychology, and personalization that reads like peer-to-peer communication.

cold-email · B2B sales teams when you need a gated cold email execution process that validates positioning and offer BEFORE sequence creation, using buyer verbatims.

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.

sales-call-prep · Sales reps preparing for discovery calls or existing customer check-ins who need to condense account history and prior conversations into a focused agenda without spending 30 minutes reading email threads.

sales-strategist · Enterprise sales leaders when you need a structured qualification framework (MEDDPICC) to assess deal health and uncover missing elements before advancing.

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

customer-discovery · Vetting a cold target before outreach when you need to know who they are and what they care about in <15 min

cold-outreach-sequence · Individual cold outreach at small scale (5-50 prospects) where research and personalization per prospect is viable and each message needs to reference a named signal to clear inbox clutter.

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

sales-proposal · Founders and sales leaders closing mid-market deals ($10K-$100K+) who need a professional proposal that leads with client pain, not service features, and anchors price to measurable ROI.

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.

meeting-prep · When preparing for high-stakes meetings with key stakeholders and you need structured context on who, what, and how to position.

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

cold-email · Cold outreach where warm intros are unavailable and conversion rate over volume matters.

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).

deal-outreach · Sales rep or founder outbound prospecting specific persona with clear trigger event — produces persona-calibrated 6-touch sequence with timing, copy, and psychology tailored to economic buyer vs. technical buyer vs. champion.