Search Skills

Automates management of AI notes and documentation, including reading, listing, and writing implementation plans in a designated directory.

Automates saving session tips upon user feedback or corrections, eliminating manual saving steps and enhancing workflow efficiency.

Guides on Rust's idiomatic patterns and conventions for writing clean, efficient, and maintainable code.

Generates Product Requirements Documents (PRD) for feature planning and Ralph agent implementation, streamlining specification and development preparation.

Structures and writes comprehensive research reports with proper citations, converting findings into professional documentation.

Searches academic repositories (arXiv, Semantic Scholar) for scholarly articles in physics, math, CS, and related fields.

Synthesizes findings from multiple research sources into coherent insights, combining data from various sub-agents or research threads for actionable analysis.

Provides a structured 4-phase workflow for building reusable agent skills with built-in validation to ensure consistency and quality.

Reviews Rust code for type safety, GPU memory layout correctness, and suggests idiomatic refactoring patterns for buffer consolidation.

Diagnoses WebAssembly build failures and debugs integration issues with wasm-bindgen and web-sys for web-based renderers.

Validates glTF files against loaders, identifies compatibility gaps, and debugs loading failures to guide progressive 3D model development.

Researches GPU rendering techniques, academic papers on graphics algorithms, and explains complex concepts for wgpu implementation in learning projects.

Executes feature implementation using a pre-defined written plan with structured review checkpoints in a dedicated session.

Transforms feature ideas into comprehensive PRDs, specifications, and implementation plans to ensure clarity and correctness before development begins.

Ensures technical documentation is created for new features and bug fixes following implementation phase completion.

Provides structured guidelines for testing code during development, ensuring new features and bug fixes meet quality standards.

Enforces adherence to software development best practices throughout the coding and implementation process.

Detects writing style keywords (e.g., 'AI tone', 'natural', 'fast-paced') to activate corresponding style guidelines and documentation.

Provides natural dialogue techniques for character-driven scenes, enhancing narrative flow and character development in written content.

Guides users through a seven-step methodology for organizing and executing novel writing projects, ensuring structured creative workflow execution.

Automatically detects story settings (genre, era, theme) from keywords and activates knowledge bases to deliver contextual writing guidance without user input.

Offers scene-sequel frameworks, tension management, and beat-structured techniques to craft engaging narratives in creative writing.

Provides structured frameworks and design patterns for fantasy world building, including magic systems and genre specifications.

Enforces mandatory pre-writing checks to maintain context integrity and prevent AI focus drift during long-form novel writing.