The library

okr · Engineering and product teams running quarterly planning cycles who want consistent OKR structure with clear scoring rubrics.

brand-dna · Rapidly bootstrapping consistent brand output (copy, design, ads) when brand guidelines don't exist or are incomplete

one-on-ones · Founder-managers (especially first-time) who want to stop feeling reactive to team issues and build the one habit that scales: consistent 1:1s that surface problems before they're crises.

compliance-check · Pre-legal triage for product or marketing changes touching GDPR/CCPA/HIPAA surface.

todos-build · Multi-agent backend implementation when strict pinned-contract enforcement prevents scope creep.

seo-local · Optimize local pack rankings for location-based searches

figma-design-sync · Design→code sync when designers commit to Figma and engineers want single source of truth.

test · Generic test orchestration when you need multi-runner support and output normalization.

tracked_demo · Demo and educational contexts where you want to show multi-phase workflow with artifact trail.

content-marketing · SaaS and B2B companies with clear ICPs and measurable goals who want a sustainable, SEO-driven content program with founder/executive voice.

apollo · Building prospect lists from scratch with email verification and company enrichment in one query.

cost-breakdown · Weekly or monthly cost review when you want to understand spending by model and identify high-cost sessions for optimization.

productivity-score · Monthly review of system health and team performance when you want a single 0-100 number with component breakdown and trend comparison.

ab-test-analysis · Data-driven product decisions when A/B test results need validation against statistical rigor and guardrail constraints before shipping.

sprint-plan · Realistic sprint planning when capacity constraints are tight and dependency clarity matters to avoid mid-sprint surprises.

seo-dataforseo · Live SERP and backlink analysis at scale when DataForSEO's speed and credit-efficiency outweigh free tools for high-volume keyword/competitor research.

seo-images · Image-heavy sites (ecommerce, publishing) where alt text + file size optimization unlock Core Web Vitals and AI-search citation readiness together.

seo-page · Diagnosing why a specific page underperforms in search, with clear, prioritized fixes.

skill · Technical founders building on Solana who want to build personal credibility before demo day or launch without sounding like a pitch deck.

seo-ops · Content teams needing quick-win keyword discovery from GSC + competitor benchmarking without expensive tools

legal-compare · Contract or policy negotiation review when you need to understand tradeoff landscape.

legal-terms · Legal literacy for non-lawyers when you need quick term definitions before due diligence.

crash-analytics · Mobile teams seeing >0.5% crash rate affecting App Store ranking and retention who need impact-based triage not frequency ranking.

x · Complex multi-phase orchestration where deterministic ordering and structured outputs are critical.

meeting-notes · Converting raw meeting notes into structured summaries with clear action items for tracking.

anysite-audience-analysis · Creators or community managers optimizing targeting, content mix, or influencer partnerships based on audience composition.

finance · Complex multi-phase orchestration where deterministic ordering and structured outputs are critical.

cold-outreach · Founder-stage outbound sales where research-backed specificity and personalization are the only way to break through inbox noise.

niche-signal-discovery · Product teams or GTM founders discovering underserved micro-niches with clear intent signals.

sop-helper · Repeatable processes Shaw executes regularly—when you extract the core procedure (not transcribe conversation) and save it as a tight reference checklist.

landing-page-optimization · Converting cold traffic to leads when you have proof but need a system to structure all 11 conversion elements.

marketing-advantages · Positioning when you need to choose 1-2 defensible advantages to own vs trying to win on 10 features.

seo-audit · When you need a comprehensive technical audit before a site relaunch or troubleshooting a traffic drop.

seo-strategist · When building a content calendar backed by keyword research where you need traffic potential × winnability ranked, not just keyword lists.

agentcash-onboarding · Onboarding payment partners at scale with automated verification and API key issuance.

competitor-monitoring · Early-stage founders tracking 3-7 competitors weekly, where rapid signal detection enables tactical response to pricing changes, feature parity threats, and hiring signals.

accounting · Solopreneurs avoiding accountant fees via clean DIY bookkeeping.

afrexai-compliance-audit · Pre-audit gap analysis without hiring consultant.

blog-to-thread · Founder-led brands with regular blog output who want to multiply reach and drive readers back to full pieces via X without manual repurposing.

prospect-social-audit · Sales teams enriching prospect CRM records with social activity data to identify warm leads and best engagement channels before outreach.

design-sales-stages · Establishing a forecast-aligned stage ladder for a new business motion or validating an existing Salesforce Opportunity structure against best practices.

baoyu-article-illustrator · Scaling visual content production for long-form articles where automatic position-detection saves editorial review cycles.

hr-onboarding · Structured employee onboarding where a visual, milestone-based plan accelerates clarity on expectations and first-week activities.

seo-flow · Strategic SEO planning where 41 evidence-backed prompts (not improvised queries) drive structured, replicable analysis across keywords, content, and conversions.

edit-article · Writers and editors who want rapid paragraph-level clarity improvements while preserving the article structure and information flow.

ai-product-canvas · Pre-build rigor check for any AI feature; prevents building technically impressive but commercially useless models; required for user-facing AI with safety implications.

design-handoff-brief · Kick-off conversation before designers open Figma; prevents rework by grounding design in user context, success criteria, and constraints upfront.

experiment-designer · Any decision backed by A/B test; forces pre-commitment to success criteria, prevents peeking and goalpost movement, separates statistical from practical significance.

retro-analysis · Teams that need to stop debating what happened in retros and focus on solutions grounded in sprint data.

campaign-analytics · Demand-gen and growth teams running multi-channel campaigns who need deterministic attribution without external API dependencies.