Search Results

When the user needs to generate, iterate, or scale ad creative for paid advertising. Use when they say 'write ad copy,' 'generate headlines,' 'create ad variations,' 'bulk creative,' 'iterate on ads,' 'ad copy validation,' 'RSA headlines,' 'Meta ad copy,' 'LinkedIn ad,' or 'creative testing.' This is pure creative production — distinct from paid-ads (campaign strategy). Use ad-creative when you need the copy, not the campaign plan.

Design production-grade multi-agent workflows with clear pattern choice (sequential, parallel, hierarchical), handoff contracts, failure handling, and cost/context controls. Use when architecting a multi-step agent pipeline, choosing between single-agent vs multi-agent approaches, or refactoring an LLM workflow that suffers from context bloat or unreliable handoffs.

Production-grade campaign performance analysis with multi-touch attribution modeling, funnel conversion analysis, and ROI calculation across channels.

Production deployment workflows: rolling/blue-green/canary strategies, CI/CD pipeline patterns, Docker multi-stage builds, health checks, readiness probes, rollback strategies, and environment-specific configuration management.

Zero-downtime database migration patterns: forward-only production migrations, concurrent index creation, nullable column additions, separate schema vs data migrations, rollback planning.

Django architecture patterns: REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

Builds and manages Kubernetes custom operators. Covers CRD design, reconciliation loops, controller patterns, and production deployment of operator-managed workloads.

Laravel architecture patterns: routing, controllers, Eloquent ORM, service layers, queues, events, caching, and API resources for production apps.

Manufacturing production scheduling patterns: capacity planning, constraint-based scheduling, changeover optimization, work order sequencing, bottleneck detection, and real-time schedule adjustment.

Example project-specific skill template based on a real production application. Starting point for creating custom project skills.

Systematic prompt improvement pipeline: structured prompt analysis, A/B testing patterns, metric-driven iteration, and prompt versioning for production LLM applications.

Production-grade Rust CLIs with clap and ratatui terminal UIs.

Production-grade Docker Compose with isolation, secrets, and reverse proxy.

Capacity planning, constraint scheduling, sequencing