Developer Workflow and Architecture Skills

Present users with an adaptive 24-question personality assessment that uses Bayesian active learning to efficiently map their psychological profile. The skill automatically maps user responses (1-7 scales or natural language) to archetype classifications based on a 5-color psychological model, tracks probability distributions in real-time, and delivers detailed personality insights including core strengths, weaknesses, and top archetype matches.

Master Prisma ORM with comprehensive guides covering database setup, configuration, querying, CLI workflows, and deployment. Configure PostgreSQL, MySQL, SQLite, MongoDB, and other databases with Prisma. Write optimized queries using Prisma Client's full CRUD API, powerful filtering, transactions, and relation handling. Deploy TypeScript applications to Prisma Compute with framework support for Next.js, Hono, NestJS, and more.

Access Vercel's official collection of agent skills for building and deploying modern web applications. Optimize React component architecture using composition patterns to avoid boolean prop proliferation and build scalable component libraries. Deploy applications to Vercel with flexible workflows supporting git integration, CLI authentication, and multiple fallback methods. Apply React and Next.js performance guidelines from Vercel Engineering to write efficient code and improve Core Web Vitals.

The Lark CLI is the official command-line interface for Lark (飞书), packed with 35+ AI agent skills and 200+ commands. Automate workflows across your entire Lark workspace: manage approvals and attendance, develop custom applications with Miaoda, query and analyze multi-dimensional base tables, handle documents and sheets, schedule meetings, send messages, manage mail and tasks, and integrate with external APIs. Built for both humans and AI agents with comprehensive business domain coverage.

This is a comprehensive engineering workflow system designed to guide you from an initial idea all the way to shipped code. It includes a main flow (idea → grill → spec → tickets → implement → review → ship), specialized skills for handling bugs, triage, and large architectural challenges, and foundational vocabulary skills for domain modeling and codebase design. Each skill works independently or as part of the larger workflow, giving you flexibility to adapt to your project's needs.

Generate batches of proven viral hooks across named-creator frameworks (MrBeast, Hormozi, Brunson, Koe, Welsh, Bush, Galloway). Write and audit short-form scripts with platform-specific pacing. Optimize Instagram Reels for sends-per-reach using Trial Reels testing. Craft captions and CTAs that match video payoff. Diagnose why openings flop and rewrite weak hooks against anti-patterns. The skills encode what patterns tend to lift retention in the first 1 to 3 seconds, then repurpose across platforms.

RigorPilot is a comprehensive skill suite for deep learning research, providing auditable repository analysis, README-first reproducibility workflows, bounded exploration with evidence-based ranking, and publication-ready scientific documentation. Each skill enforces rigor through documented assumptions, comparability tracking, and explicit decision checkpoints. Use these skills to understand ML repository internals, faithfully reproduce published results, systematically explore novel ideas with proper baselines, and generate standardized research artifacts.

Design and build animations using a proven decision sequence covering when to animate, which tools to use (CSS, WAAPI, Motion.dev), property selection, easing curves, and accessibility. Review existing animations and audit codebases for quality issues. Understand and name motion effects using a comprehensive vocabulary glossary. Learn from Emil Kowalski's opinionated motion design philosophy built on decades of interface engineering experience.