The library

blog-post · When you need blog content that both ranks well and actually converts readers into leads or customers.

analytics · When you're instrumenting a site and need consistent, decision-first tracking architecture.

aso · When an app isn't discoverable in app stores and you need to optimize title, subtitle, screenshots, and metadata.

email-marketing · Product marketing or growth teams launching a newsletter while managing both retention (existing users) and conversion (leads) goals.

competitor-analysis · Pre-optimization repositioning when you need to understand how competitors position against shared keywords and which gaps are rankable.

content-repurpose · When you have strong foundational content and need to maximize reach by adapting to different consumption formats.

article-writing · Founders, operators, and thought leaders writing essays, launch posts, or newsletters where voice authenticity and specificity matter more than polish.

investor-outreach · Writing cold emails to investors where personalization against thesis and proof is non-negotiable, and generic templates will fail.

seo-competitor-pages · competitors ship major changes

legal · Fast initial triage of contracts, compliance scope, and legal risk for in-house teams who then consult qualified counsel; mode detection routes to right framework without manual routing.

content-creation-and-marketing · Multi-channel content distribution for B2B SaaS when you need templates and best practices for LinkedIn, email, and blog production.

go-to-market-strategy · SaaS and tech products when you need a 6-week GTM roadmap that covers positioning, content, multi-channel activation, and metric definition.

ink-distribute · Content marketer maximizing reach of published article across developer and technical buyer communities — produces channel-specific copy tailored to each platform's culture and success signals.

content-writer · Content teams launching new content strategy or filling keyword gaps where SERP analysis shows a real differentiator (original data, first-hand experience, more actionable approach) is possible.

seo-ecommerce · Specialized workflow for seo ecommerce

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

seo-geo · Content strategy wanting 50%+ AI Overview/GEO coverage when brand presence on YouTube/Reddit/Wikipedia is high.

content-strategy · Building searchable and shareable content for businesses where organic is a cornerstone channel.

ad-campaign-management · Integrated ad campaigns where copy, creative, and strategy must align; manages full campaign lifecycle.

seo-ecommerce · D2C ecommerce sites needing both on-page SEO and real-time Google Shopping competitive intelligence.

geo-optimizer · Content creators who want to maximize AI citation probability in ChatGPT, Claude, Perplexity, and Google AI Overviews using real evidence instead of fabrication shortcuts.

competitive-ads-extractor · Product marketers launching new positioning or messaging tests who want to see what competitors are actually running (spending budget on) rather than guessing from website copy.

geo-audit · When you need a complete GEO health baseline with 5 subagent deep-dives into visibility, content, platform, technical, and schema.

competitor-tracking · Ongoing surveillance once you have a baseline; catches competitor repositioning before they rank above you for shared keywords.

competitor-content-tracker · Product strategy when you need quantified evidence of competitor activity (release velocity, topic focus, engagement trends) to inform roadmap priorities.

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

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.

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:

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.

fierce-debate · High-stakes architectural or strategic decisions requiring adversarial pressure-testing.

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

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.

financial-review · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

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.

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.

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

seo-content-brief · targeted improvements will win

ads-apple · Specialized workflow for ads apple

ads-generate · Specialized workflow for ads generate

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

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

market-validation-research · Gathering and adversarially verifying market or technical evidence from multiple sources with cited claims.

financial-model-review · Automate financial model review reviews with structured output and validation.