The library

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

competitor-profiling · When you need repeatable, timestamped snapshots of 3-5 competitors for positioning and market analysis.

ab-testing · Validating product hypotheses where statistical rigor and p-value confidence matter more than speed.

lifecycle-marketing-campaigns · Product and growth teams when you need email flow templates for specific user segments (free → paid, trial expiration, churn win-back) with day-by-day structure.

social-growth-engineer · Taking a consumer app from 0 to $20K MRR in 14-60 days through coordinated multi-account volume + UGC

analytics-tracking · Analyst or PM setting up comprehensive analytics for SaaS or product — covers full workflow from business context → decision questions → event naming → GA4 implementation, with templates for essential events.

analytics-tracking · PM or analyst implementing analytics for SaaS product — full workflow from business questions → event design → GA4 setup, with essential event templates for apps and marketing sites.

product-launch-gtm · Product teams when you need a launch sizing matrix to avoid oversized GTM for minor features while ensuring major innovations get full activation.

eval-access-fn · Executing complex multi-phase workflows with typed outputs.

copywriting · Founders and product designers who want copy patterns and formulas they can use across the entire product without hiring a copywriter.

growth · Solo founders and growth PMs designing product-led acquisition where the product itself drives growth, not sales team.

deep_research · Executing complex multi-phase workflows with typed outputs.

feedback-themes · Digesting user feedback batches without manual labeling.

assumption-mapper · Pre-build validation when a plan has multiple untested bets and you need to decide what to test first.

seo-visual · Verifying H1/CTA visibility, touch target sizing, and mobile responsiveness across multiple viewports.

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

goal-lint · Building features with test-first discipline across multiple implementation rounds.

firebase-in-app-messaging · Delivering contextual, event-triggered messages to users without interrupting payment flows or onboarding wizards.

product-campaign · Multi-channel product launches where coordinated visual identity is critical.

seo-audit · When you need a 16-category, 148-rule technical SEO audit because seomator is purpose-built for LLM consumption and covers crawlability → indexation → performance.

implementation_plan · When you want a technical plan before coding, especially for multi-file or unfamiliar code changes.

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.

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

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

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

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.

codex-theme-tune · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

antigravity-theme-tune · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

notion-clone-build-plan · Workflow notion clone build plan 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.

cohort-analysis · Understanding long-term user engagement and identifying which cohorts churn early vs. stay engaged, informing retention experiments and feature adoption strategies.

outcome-roadmap · Shifting teams from feature-driven to impact-driven roadmaps, especially when product flexibility and strategic alignment matter more than delivery precision.

firebase-analytics · Implementing analytics tracking for user behavior, screen views, and conversion funnels in production Flutter apps.

app-analytics · Mobile teams who need structured metrics frameworks to answer business questions (retention/LTV/churn) rather than raw dashboards.

onboarding-optimization · Mobile teams with <40% D0 activation rate who need to cut onboarding friction to proven patterns vs custom design.

ui-redesign · Workflow ui redesign with multi-agent verification.

transform-roadmap · Product teams transitioning from output-focused to outcome-focused planning, especially before executive presentations or quarterly planning.

plan-ceo-review · Founders and product managers blocking time BEFORE spec writing to validate that the requested feature is actually the right product.

generate-and-filter · Brainstorming where you want breadth first, then only the highest-quality, non-duplicate, rubric-passing ideas. Pass a bare topic string, or {topic, generators?, rubric?, threshold?, keep?} as args.

gui-audit · Triage workflows where items need independent lens-based analysis before synthesis.

judge-panel · Orchestrate multi-agent judge panel across parallel branches and synthesis.

improve · Orchestrate multi-agent improve across parallel branches and synthesis.

course-creator · When building courses that actually transform learners because you design backward from outcomes, ruthlessly cut bloat, and align format to goal.

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

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

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

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

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

market-research-analysis · Complex multi-phase orchestration where deterministic ordering and structured outputs are critical.

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