Designs and validates digital filters in MATLAB. Use when cleaning up noisy signals, removing interference,...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Diagnose and fix common Algorand errors including smart contract failures, transaction rejections, and SDK...
Deploy and interact with Algorand smart contracts using AlgoKit CLI and generated TypeScript clients. Use when...
Guides agents through using the Jujutsu (jj) version control system. Activate when the user mentions jj, jujutsu, or...
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Universal multi-perspective analyzer for any topic, file, idea, or decision. Extract key points, find gaps/risks,...
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Opinionated constraints for building better interfaces with agents.
Design tools that agents can use effectively, including when to reduce tool complexity. Use when creating,...
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages,...
Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable...
Guide for creating effective skills. Use when users want to create a new skill (or update an existing skill) that...
Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair,...
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting...
Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks...
Design and implement memory architectures for agent systems. Use when building agents that need to persist state...
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external...
Building applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration. Use for...
Write tailored cover letters and job applications using your CV and preferred style
Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use...
RNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel),...