Techniques for 1D and 2D data interpolation using SciPy (CPU) and JAX/Interpax (GPU/Differentiable).
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A comprehensive guide for developing, training, and managing neural networks using Flax NNX. Use when defining...
Writes Roc code with strong static types, helpful compiler errors, and functional programming. Use when the user...
Fetches a Linear issue and creates a comprehensive plan for implementation.
Preview and screenshot local dev servers and storybooks. Use when asked to view UI components, take screenshots of...
Creates executable Go scripts with shebang-like behavior. Use when the user wants Go scripts, mentions Go...
Resumes previously deferred work from Lunatask. Use when user pastes a task note, shares a lunatask:// deep link,...
Wraps shell commands to resolve secret references in environment variables to their actual values. Always use when...
Autonomous feature development - setup and execution. Triggers on: ralph, set up ralph, run ralph, run the loop,...
Spawns a focused subagent to query language/framework documentation. Use for complex questions requiring exploration...
Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new...
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting...
Spawns subagents with configurable tool access that return just the answers without flooding your context. Use for...
Handles customer data responsibly by answering questions ABOUT data without ever seeing the data directly. Use when...
Styles UI with the Hack Club aesthetic using hack.css. Opt-in only—use when user confirms they want Hack Club...
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks...
Generates accessible HTML, React, and frontend code following WCAG 2.2 AA guidelines. Use when creating UI...
Creates commits strictly following Conventional Commits format. ALWAYS read BEFORE committing changes, amending...
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting...
Creates tasks in Lunatask for todos, reminders, deferred work, and handoffs. Use when the user wants to capture...
Compound Engineering workflow for AI-assisted development. Use when planning features, executing work, reviewing...
Creates well-structured Agent Skills following best practices. Use when writing new skills, reviewing existing...
Guide for writing ast-grep rules to perform structural code search and analysis. Use when users need to search...
Searches for AMPDO comments in the codebase to gather feedback and execute requested changes.