Search Skills

Defines concise, scannable, and actionable communication rules for AI agents based on Matt Pocock's planning principles.

Establishes standardized arguments, execution modes, and shared behaviors for Ralph plugin ecosystem development.

Guides feature development through a constitution-driven process with specify, plan, tasks, and implement phases.

Framework for conducting adaptive interviews to gather requirements across all product specification phases.

Enforces a multi-agent architecture where the main agent delegates all tasks to subagents, acting as a coordinator rather than an implementer.

Guides users on Ralph tool configuration, including arguments, state management, and execution modes for efficient automation workflows.

Provides deployment guidance for Svelte applications including Vite configuration, adapters, and production builds.

Guides SvelteKit data flow implementation, covering load functions, form actions, server/client data, and key file structures like +page.server.ts.

Verifies topic research by directly accessing and analyzing source content, ensuring accuracy when studying links and documentation.

Provides guidance on Svelte runes ($state, $derived, $effect) for reactive state management, preventing reactivity mistakes.

Guides SvelteKit application structure including routing, layouts, error handling, SSR, and file naming conventions.

Provides Svelte component patterns for building web components, form patterns, and integrating with component libraries like Bits UI and Melt UI.

Guides SvelteKit remote functions (command, query, form) usage in .remote.ts files for server-side logic.

Enables navigation, modification, and extension of the capemon malware monitoring codebase using Windows API hooking and CAPEv2 sandbox architecture expertise.

Automates extraction of knowledge from Amp threads to update project documentation, including summarizing changes and syncing AGENTS.md.

Pre-commit static analysis tool for AI coding workflows, detecting bugs across 18 categories and 8 programming languages.

Reviews Python code for quality, suggesting improvements to align with best practices and maintainability.

Designs RESTful APIs following industry best practices and consistent naming conventions for maintainable and scalable backend services.

Generates standardized Git commit messages adhering to Conventional Commits specification for consistent versioning and changelog automation.

Delegates coding tasks to Gemini AI via CLI for efficient prototyping, debugging, and code review with file/line-based handoff.

Generates LaTeX review articles for arXiv in IEEEtran format with verified BibTeX citations for ML/AI papers.

Refines LaTeX document prose for improved readability by varying sentence/paragraph structures, removing filler while preserving citations and meaning.

Delegates coding tasks to Claude via CLI for prototyping, debugging, and code review with low-token, file/line-based handoff.

Generates runbooks, playbooks, and technical documentation to formalize repeatable engineering processes and procedures for teams.