Software Engineering

Patterns for integrating Apple's on-device language model into apps using the FoundationModels framework. Covers text generation, structured output with @Generable , custom tool calling, and snapshot streaming — all running on-device for privacy and offline support.

Source details, install context, and public review data are available on the full page.

Source details, install context, and public review data are available on the full page.

Analyze project structure by examining symbols across your Rust codebase.

The court jester who alone could speak truth to the king. Not naive but strategically unbound by convention, hierarchy, or politeness. Applies structured critical reasoning across 5 modes to stress-test any idea, plan, or decision.

You are helping translate visa application documents for visa applications.

World-class senior computer vision engineer skill for production-grade AI/ML/Data systems.

Visualize function call relationships using LSP call hierarchy.

Guidelines for integrating TanStack Query, Router, and Start together effectively. These patterns ensure optimal data flow, caching coordination, and type safety across the stack.

Generate and edit high-quality images using OpenRouter's image generation models including FLUX.2 Pro and Gemini 3 Pro.

Use this skill when building web applications that need to upload, download, or manage files using CloudBase cloud storage via the @cloudbase/js-sdk (Web SDK).

This collection provides structured guidance for building production-grade AI agent systems through effective context engineering.

pytest is the industry-standard Python testing framework, offering powerful features like fixtures, parametrization, markers, plugins, and seamless integration with FastAPI, Django, and Flask. It provides a simple, scalable approach to testing from unit tests to complex integration scenarios.

API design principles and decision-making for 2025. Learn to THINK, not copy fixed patterns.

Systematically audit the current project's Claude Code setup using the six-layer framework: CLAUDE.md → rules → skills → hooks → subagents → verifiers

Integration of 17 search engines for web crawling without API keys.

Always verifies against npm ground truth and GitHub commits.

Version : 3.0.0 (14 Known Issues Added) Package : @google/genai@1.35.0 (⚠️ NOT @google/generative-ai) Last Updated : 2026-01-21

React-specific patterns for GSAP animations.

Every interactive component must work with keyboard only, screen readers, and reduced-motion preferences. Start with semantic HTML — add ARIA only when native semantics are insufficient.

Version : Production Ready ✅ Package : openai@6.16.0 Last Updated : 2026-01-20

This is an OPTIONAL advanced modeling tool for complex database design. Most simple table creation should use relational-database-tool directly with SQL statements.

Source details, install context, and public review data are available on the full page.

Turn one idea into strong, platform-native content instead of posting the same thing everywhere.