Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training
Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training
Generate formal and informal letters including business correspondence, cover letters, and personal communications
Build accessible, responsive, and performant frontend components with design system best practices, modern CSS, and framework-agnostic patterns.
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Verifies that skills were applied correctly. Self-audit mechanism that checks process compliance and outcome quality. Ensures required deliverables exist, checklists were completed, and reference...
Connects Figma design components to code components using Code Connect. Use when user says "code connect", "connect this component to code", "connect Figma to code", "map this component", "link...
Implement structured logging with JSON formats, log levels (DEBUG, INFO, WARN, ERROR), contextual logging, PII handling, and centralized logging. Use for logging, observability, log levels,...
Universal coding patterns, constraints, TDD workflow, atomic todos
Self-hosted deployment platform via Docker Swarm. Deploys applications, manages 45+ infrastructure types (databases, queues, caches, platforms), handles secrets, domains, backups, and server...
Apple Human Interface Guidelines for iPad. Use when building iPad-optimized interfaces, implementing multitasking, pointer support, keyboard shortcuts, or responsive layouts. Triggers on tasks...
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PHP 8.x migration guide for WordPress β covers PHP 8.0 through 8.3 features, breaking changes, backward compatibility patterns, dynamic properties fixes, and step-by-step migration strategy for...
3D HUD rendering with Three.js and TresJS for JARVIS AI Assistant
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Expert guide for building command-line interfaces with Node.js (Commander, Inquirer, Ora) or Python (Click, Typer, Rich). Use when creating CLI tools, terminal UX, argument parsing, or interactive prompts.
Plan complex frontend work by analyzing requirements and creating executable task sequences. Use this skill when breaking down UI features, component architectures, or frontend integrations into...
Plan complex backend work by analyzing requirements and creating executable task sequences. Use this skill when breaking down API features, service architectures, database changes, or backend...
Behavioral archetypes for automatic agent adaptation based on work type
Complete React + Vite expertise for building optimized, scalable applications. Covers project architecture, folder structure, component patterns, performance optimization, TypeScript best...