The library

hiring · Early-stage founders ($0-$5M) who want to stop hiring on gut feeling and need a framework to define roles tightly, interview efficiently, and avoid the costly mistakes of 'at least we tried hiring'.

geo-content-optimizer · Publishers capturing share of AI-generated answer traffic by making content more quotable and factual.

seo-schema · Publishers, e-commerce, or service sites needing to claim rich result eligibility and semantic markup validation.

ads-math · Ad ops and marketers modeling budget allocation, scaling decisions, and financial sustainability of campaigns.

finance-ops · Financial modeling requiring auditable formulas, color-coded assumptions, and balance verification.

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.

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

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.

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.

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

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

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.

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

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

write-query · Quickly drafting SQL exploratory queries without manual syntax lookup.

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.

finance-metrics-quickref · Executive financial reporting from QuickBooks with MoM comparisons and scenario modeling.

marketing · Routing marketing requests to the correct workflow (SEO, campaign, content, email, competitive, brand, or performance) with guardrails.

weekly-review · Founder-CEOs who feel unmoored without a dashboard, or whose weeks blur together, and need ONE repeatable habit that compounds toward clarity and course-correction discipline.

seo-page · Quick per-page diagnosis during content review

seo-sitemap · Used in skill workflows

brand-voice · Eliminating marketing fluff, vague adjectives, and filler phrases from technical documentation and content.

buzz-outreach · Founders announcing something newsworthy who need different hooks for tech reporters vs. vertical trade press vs. podcast hosts.

positioning-messaging-designer · When you need positioning that sticks because it's specific (not generic), honest (addresses real objections), and tested against competitive set.

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.

schema-markup-generator · Content teams enabling rich results without hiring structured-data engineers, especially for FAQ, How-To, and Article pages.

productivity · Breaking work into shippable vertical slices with time estimates and energy-aware scheduling.

sales · Preparing for sales calls, analyzing pipeline health, drafting personalized outreach, and forecasting quota with scenario modeling.

co-marketing · B2B SaaS seeking audience scale and credibility when direct channels plateau.

13-day-sprint-method · Individuals wanting rhythm-based productivity without Agile formalism; solopreneurs and creatives

afrexai-conversion-copywriting · High-traffic landing pages (100+ monthly visitors) where copywriting changes can move lift metrics meaningfully

board-deck-narrative · Multi-phase workflows requiring orchestrated agent handoffs and structured consensus.

contract-and-proposal-writer · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

gtm · Founders with product that has embedded sharing potential (calendar tools, design tools, collaborative docs) who want to design the loop smartly instead of hoping for organic viral, and need launch sequencing that maximizes early K factor.

brand-messaging-and-positioning · Early-stage or rebranding companies who need to distill positioning before all marketing tactics (copy/campaigns/channels).

landing-page · Quick landing page section rewrites when you need conversion-focused copy modularly, section-by-section.

answer-a-legal-question · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

seo-auditor · Content teams and developers launching sites who want a quick checklist for on-page SEO (meta tags, headings, images, structured data).

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

gdpr-compliance · Skill gdpr compliance with multi-agent verification.

interview-me · Pre-spec phase where guessing wrong is still free—unpack vague asks like 'build me a dashboard' before committing to architecture.