High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code....
This skill should be used when the user asks to "evaluate agent performance", "build test framework", "measure agent quality", "create evaluation rubrics", or mentions LLM-as-judge,...
This skill should be used when the user asks to "evaluate agent performance", "build test framework", "measure agent quality", "create evaluation rubrics", or mentions LLM-as-judge,...
This skill should be used when the user asks to "evaluate agent performance", "build test framework", "measure agent quality", "create evaluation rubrics", or mentions LLM-as-judge,...
Guide to using Konsta UI for pixel-perfect iOS and Material Design components in Capacitor apps. Works with React, Vue, and Svelte. Use this skill when users want native-looking UI without Ionic,...
Game building mechanics case studies and decision frameworks. Use when designing building systems, evaluating trade-offs, or learning from existing games. Reference-only skill with detailed...
Set up doctest testing framework in CMake C++ projects and write tests colocated with implementation code
Expert in feature prioritization - the art and science of deciding what to build and in what order. Covers prioritization frameworks, roadmap planning, stakeholder management, and the trade-offs...
Expert in building GUIs and TUIs with PowerShell using WinForms, WPF, and Console/TUI frameworks. Use when creating PowerShell tools with graphical or terminal interfaces. Triggers include...
Complete testing guide for Capacitor apps covering unit tests, integration tests, E2E tests, and native testing. Includes Jest, Vitest, Playwright, Appium, and native testing frameworks. Use this...
Alpine.js development guidelines for lightweight reactive interactions with Tailwind CSS and various backend frameworks.
A formal evaluation framework for Claude Code sessions, implementing eval-driven development (EDD) principles.
Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles
Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles
Expert guidance for Vite development with modern build tooling, HMR, framework integrations, and performance optimization
Comprehensive NestJS framework guide with Drizzle ORM integration. Use when building NestJS applications, setting up APIs, implementing authentication, working with databases, or integrating...
Comprehensive NestJS framework guide with Drizzle ORM integration. Use when building NestJS applications, setting up APIs, implementing authentication, working with databases, or integrating...
Build neuro-symbolic LLM applications with Synalinks framework. Use when working with DataModel, Program, Generator, Module, training LLM pipelines, in-context learning, structured output, JSON...
Use when need explicit quality criteria and scoring scales to evaluate work consistently, compare alternatives objectively, set acceptance thresholds, reduce subjective bias, or when user mentions...
Optimize React apps for 60fps performance. Implements memoization, virtualization, code splitting, bundle optimization. Use for slow renders, large lists, bundle bloat. Activate on "React...