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Complete Aider AI coding assistant configuration with all available options for model selection, git integration, output settings, and workflow customization.

Comprehensive guidelines for writing and maintaining LangChain documentation on Mintlify platform with MDX, consistent style, and proper structure.

AI agent for developing and maintaining the YouTube Audio browser extension - a Firefox/Chrome extension that streams audio-only from YouTube to save battery and bandwidth

Comprehensive Python development standards for Flask applications with SQLite, Docker healthchecks, and Git workflow enforcement

Development guidelines for NextJS AI outreach platform with HeroWrapper system, Tailark components, and conversion-focused design patterns.

Expert guidance for medical image analysis using Jupyter, pandas, matplotlib, nibabel, SimpleITK, and totalsegmentator with best practices for data visualization and reproducible workflows.

Guidelines for building RAG (Retrieval-Augmented Generation) applications with DDD architecture, TDD practices, and AI-assisted development using Cursor Tools

Generate and manage n8n workflows with automatic knowledge capture and MCP integration. Queries n8n-mcp before workflow generation and commits learnings automatically.

Enforces PEP 8, Ruff formatting, type hints, and Google-style docstrings for Python data science projects. Generates complete, production-ready code with pandas, numpy, and plotly defaults.

Enforce code quality standards for TanStack Start projects with TypeScript, Tailwind v4, and strict linting rules. Includes absolute imports, feature-based organization, and mandatory quality checks.

Automated smoke testing for ProcessMaker 4 CI instances. Run API calls, Playwright tests, and server configuration against remote PM4 servers using bearer token authentication.

Decompile AutoHotkey executables using Resource Hacker™ with automatic fallbacks for UPX-packed and legacy AHK formats. Integrates with Windows context menu for one-click decompilation.

Comprehensive Python development standards with Flask REST APIs, SQLite databases, pytest testing, type hints, and security best practices following PEP 8 and Black formatting.

Enforces C99 coding standards, naming conventions, documentation requirements, and best practices for libmyrtx RTOS development including memory management patterns and error handling.

AI agent guidance for working with the Genonaut recommender systems project - handles environment setup, testing, database migrations, and full-stack development workflows

Build LLM systems using PocketFlow's minimalist graph-based framework. Humans design high-level flows, AI agents implement nodes and utilities. Covers requirements, flow design, utilities, data schemas, and reliability patterns.

Expert TypeScript development for Next.js applications with shadcn/ui, Tailwind CSS, and Python LLM backend. Follows structured coding process with explicit verbosity control and comprehensive session tracking.

A teaching assistant that guides students through data science problems using the Socratic method, giving hints instead of direct answers while supporting R/tidyverse and debugging tools.

Developer workflow guide for Witsy - cross-platform Electron-based desktop AI assistant and universal MCP client built with TypeScript, Vue 3, and Vite

Code review assistant for Couchbase Sync Gateway focusing on REST API specs, logging standards, security, and performance