Configure HUD display options (layout, presets, display elements)

Configure HUD display options (layout, presets, display elements)

Use when multiple operations access shared state. Use when order of operations matters. Use when "it works most of the time" but occasionally fails mysteriously.

Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or...

Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or...

Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or...

Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or...

Implement offline-first mobile apps with local storage, sync strategies, and conflict resolution. Covers AsyncStorage, Realm, SQLite, and background sync patterns.

Serve static files, directories, and embedded assets. Use for CSS, JavaScript, images, and downloadable content.

Master Python optimization techniques, profiling, memory management, and high-performance computing

Comprehensive guide for using Pixi, a fast and reproducible package management tool for Python, Rust, C/C++, and other languages. Use when (1) Managing Python project dependencies and...

Audio mastering guidance, loudness optimization, platform delivery specs

Investigate and resolve Cloudflare configuration issues using API-driven evidence gathering. Use when troubleshooting ERR_TOO_MANY_REDIRECTS, SSL errors, DNS issues, or any Cloudflare-related...

Assistant for creating, editing, and debugging reactive Python notebooks with marimo. Use when you need to build marimo notebooks, debug reactive execution, add interactive UI elements, or convert...

Implement graceful server shutdown to handle in-flight requests before stopping. Use for zero-downtime deployments and proper resource cleanup.

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Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features. Use when discovering interpretable...

Create optimized Dockerfiles with multi-stage builds, security hardening, and vulnerability scanning for minimal, secure container images.

Enforces engineering standards and code quality policies. Use during code reviews, before commits, when discussing standards or compliance, and for quality audits.