Expert assistance for writing, optimizing, and debugging GROQ queries.
Build shared real-time experiences using GroupActivities and SharePlay.
Find, compare, and vet Groupon vouchers with fine-print checks, refund rules, and redemption planning.
Growth engineering - PLG, referral, viral loops, onboarding optimization.
Use after a complex task, failure, or when reviewing what was learned.
Growth marketing covering experimentation, funnel optimization, acquisition channels, retention, and viral growth.
Draft a clean, standardized gRPC API specification as a Markdown document.
gRPC with Python using grpcio and protobuf for high-performance microservice communication.
Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training
Use when implementing Disney's 12 animation principles with GSAP (GreenSock Animation Platform)
Official GSAP skill for the core API — gsap.to(), from(), fromTo(), easing, duration, stagger, defaults, gsap.matchMedia() (responsive…
Official GSAP skill for performance — prefer transforms, avoid layout thrashing, will-change, batching.
Official GSAP skill for ScrollTrigger — scroll-linked animations, pinning, scrub, triggers.
Official GSAP skill for timelines — gsap.timeline(), position parameter, nesting, playback.
Official GSAP skill for gsap.utils — clamp, mapRange, normalize, interpolate, random, snap, toArray, wrap, pipe.
Official GSAP skill for React — useGSAP hook, refs, gsap.context(), cleanup.
Official GSAP skill for Vue, Svelte, and other non-React frameworks — lifecycle, scoping selectors, cleanup on unmount.
GSC data-driven SEO optimization. Connects to Google Search Console (API, browser, or CSV), pulls search performance data, runs 8 analysis…
Add an idea to the backlog parking lot (999.x numbering)
Capture idea or task as todo from current conversation context
Analyze phase dependencies and suggest Depends on entries for ROADMAP.md