The library

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

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.

landing · SEM teams finding where paid traffic is wasted (high CTR / low CVR) and quantifying the dollar impact of landing page fixes vs ad optimization.

weekly-report · Individual contributor or team lead reviewing personal/team productivity—weekly check-in on what worked and what to optimize.

3-statement-model · Financial modeling requiring auditable formulas, color-coded assumptions, and balance verification.

seo-cluster · Content strategy for SaaS/publisher sites where hub-and-spoke content architecture with natural internal links outperforms flat site navigation.

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

test · Testing orchestrator robustness when agent calls fail or return partial results

sales · Sales reps and early-stage founders who need a no-nonsense playbook to go from lead to conversation to demo to close, without fluff or 'AI-powered' language.

sales · Closing deals when you have discovery notes and need a structured proposal that echoes back their specific language.

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-audit · Complete site assessment before major changes

seo-dataforseo · Real-time SERP and keyword difficulty lookup

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

seo-performance · Diagnose page speed issues with real-user field data

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.

organize-completed-plans · Bulk file reorganization tasks with frontmatter-based categorization.

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.

social-media-video · Creating on-brand video content across social platforms with minimal manual editing.

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.

design-review · Multi-phase workflows requiring orchestrated agent handoffs and structured consensus.

layout-followups-resume · Multi-phase workflows requiring orchestrated agent handoffs and structured consensus.

chips-badges-migration · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

skill-portfolio-existence-review · Code/MR review across security, performance, conventions with adversarial refutation quorum gates.

analyze-cohorts · Measuring product retention and engagement trends by user cohort to guide onboarding improvements and feature prioritization.

annotate · Teams reviewing specifications, documentation, or design rationales where structured feedback (comments, deletions, image callouts) beats inline email.

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.

ads-landing · When debugging low conversion rates from ads by isolating page-level factors like message match, speed, mobile UX, and form design.

newsletter-writer · When newsletters must sound like the author (authentic voice) because you read personality/ICP/beliefs before writing, never making up strategy.

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.

competitive-teardown · Preparing board decks, battle cards, or strategic roadmap decisions by systematically analyzing competitor strengths, weaknesses, and positioning.

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

google-analytics · Identifying traffic bottlenecks and top-performing pages when you have GA4 set up and need programmatic reporting vs manual dashboard clicks

rss-issue-sprint · Batching issue implementations with simultaneous quality audits.