The library

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.

seo · Full-site SEO assessment with parallel subagent coordination and prioritized action plan.

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

phase-g-test-swarm-v3 · Multi-phase projects requiring parallel specialist execution and cross-stage coordination.

omo_code_review · Multi-phase projects requiring parallel specialist execution and cross-stage coordination.

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.

ga-chatbot-qa-panel · Semantic quality assurance using a multi-lens consensus panel.

rpy-parity-audit · High-stakes architectural or strategic decisions requiring adversarial pressure-testing.

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.

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

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.

triage-sentry · Filtering high-impact issues by user-count thresholds to focus fix effort.

code-review-parallel · High-stakes architectural or strategic decisions requiring adversarial pressure-testing.

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.

sk-competitors · Early-stage founders completing Startup Kit Phase 3 to map competitive landscape and validate market opportunity before detailed GTM planning.

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.

deep_research · Multi-source research with synthesis and adversarial fact-checking.

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

buyer-persona-generator · Building a durable client asset — personas once built become reusable across all downstream content work — when you have time for full research and 4-6 distinct buyer segments exist.

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.

process-item · Batch processing with schema validation and error tracking.

lsb-pipeline · Multi-phase workflows requiring orchestrated agent handoffs and structured consensus.

cop-port-batch · Multi-phase workflows requiring orchestrated agent handoffs and structured consensus.

odin-prod-audit · High-stakes architectural or strategic decisions requiring adversarial pressure-testing.

weekly-checkin · Unattended weekly health checks (GSC, deploy, links, schema, CWV).

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.

tca-build · Multi-phase workflows requiring orchestrated agent handoffs and structured consensus.