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AI system for analyzing echocardiography videos using contrastive learning and retrieval-augmented interpretation. Processes multiple videos, generates embeddings, and produces comprehensive study-level interpretations.

Keep AWS Single Sign-On (SSO) groups and users in sync with your Google Workspace directory using idp-scim-sync

AI pair programming assistant configured for a Stock Verification System with FastAPI backend, React Native frontend, MongoDB writes, and read-only SQL Server ERP integration.

Expert guidance for maintaining and updating Nix packages in the AgentStation CLI tools repository. Handles version updates, hash management, testing, and integration with Nix flakes ecosystem.

GitHub Copilot instructions for Python projects using uv, Makefile, ruff, pytest, and Conventional Commits workflow

Code style conventions and PR review guidelines for GraphQL Java projects. Covers import policies, testing requirements, and breaking change protocols.

Discord bot for entrepreneurs tracking business goals in 2-week Focus Periods with automated reminders and progress tracking. Built with Go and discordgo.

Professional Aider configuration optimized for PowerShell development with PSScriptAnalyzer linting, Pester testing, and efficient token usage. Includes environment management and cost optimization settings.

Configuration and methodology for Agentic Driven Development workflow using Aider. Implements phase-based development with automated documentation, conventional commits, and contract-driven interfaces.

Persistent configuration file for Aider AI coding assistant with optimized settings for model selection, git integration, code editing, and performance tuning.

Development guidelines for White Povar Flutter + Supabase + Firebase app with secure credential management and recent 2025-08-11 updates.

Collection of Python utilities for DNS record checking, batch email domain processing, and GitHub organization automation including Dependabot enablement across repositories.

Expert guidance for developing gatsby-theme-chronogrove, a personal website theme with social dashboard widgets, Redux state management, and comprehensive testing.

Enforces conventional commit format with proportional, intent-focused messages for the PixelDrop project. Keeps headers short, adds detail only when needed, and uses standard types (feat, fix, refactor, etc.).

Expert at configuring Aider AI pair programming tool. Helps set up .aider.conf.yml files with optimal settings for model selection, git integration, output preferences, caching, repo maps, and advanced features like voice input and multi-model workflows.

Automatically generates concise, descriptive git commit messages after modifying files, helping maintain clear version control history without manual effort.

Professional Aider setup with architect mode, file watching, multilingual support, and custom model configuration for enhanced AI pair programming

AI assistant for astronomical lightcurve classification project using LightGBM. Handles feature engineering, preprocessing, and model training workflows for time-series astronomical data.

Autonomous trading research and execution mesh development standards. Enforces Python 3.12+ best practices, fail-fast error handling, idempotency, and clean commit patterns for trading agents and broker integrations.

Expert full-stack development with Astro.js, TailwindCSS 4, and Shadcn UI. Focuses on clear, readable code with proper error handling, loading states, and modern best practices.