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Scanpy Single-Cell Analysis

Analyzes single-cell RNA-seq data using Python for quality control, clustering, and cell type annotation.

Confidence Check

Validates implementation readiness through a rigorous five-point assessment to prevent architectural errors and redundant code.

GitHub Workbench Workflow

Automates GitHub pull request creation and links work items directly within the Workbench CLI ecosystem.

Financial Modeling Suite

Builds professional-grade financial models including DCF analysis, Monte Carlo simulations, and multi-scenario investment projections.

Design System Docs Consistency Checker

Validates synchronization and accuracy across design guidelines, technical specifications, and implementation documentation within the SEED Design System.

Database Testing

Validates database schemas, ensures data integrity, and verifies migration safety to prevent data loss or corruption.

FlowIO FCS File Handler

Parses and manages Flow Cytometry Standard (FCS) files to extract event data as NumPy arrays and handle complex metadata.

Model Registry Maintainer

Maintains and updates LLM model registries, pricing structures, and context window limits across backend configuration files.

Supabase Realtime

Implements real-time database subscriptions, client-to-client broadcasts, and user presence tracking using Supabase.

PDF Processing & Extraction

Extracts text, tables, and metadata from PDF documents while providing tools for merging, splitting, and form automation.

Proof Composer

Validates the complete engineering proof chain and authorizes system deployment as a final quality gate.

InsForge Database Schema Patterns

Provides optimized PostgreSQL schema patterns and Row Level Security policies for building secure, scalable InsForge applications.

Advanced Conventional Commits

Automates the creation of standardized, professional git commit messages using the Conventional Commits specification.

FastAPI Helper

Accelerates FastAPI development by providing expert guidance on building high-performance Python web APIs with Pydantic validation and dependency injection.

OpenAlex Academic Database

Query and analyze over 240 million scholarly works using the OpenAlex open academic database.

User File Operations

Summarizes text files and calculates basic statistics for user-provided data and output logs.

LaTeX Thesis & HTML Conventions

Standardizes LaTeX thesis workflows, mathematical styling, and HTML output pipelines using LaTeXML.

PRP Core Workflow Runner

Orchestrates the entire feature implementation lifecycle from branch creation to pull request using the PRP methodology.

Backend Migration Standards

Establishes best practices for creating reversible, zero-downtime database migrations with consistent naming and structure.

Tech Spec Writer

Generates comprehensive technical specification documents through a guided, interactive Q&A process to streamline feature planning.

Video Downloader

Automates video and audio downloads from YouTube and other platforms with customizable quality and format options.

Git Advanced Workflows

Master professional Git techniques like interactive rebasing, cherry-picking, and bisecting to maintain a clean repository history and resolve complex version control issues.

Mobile App Development (React Native & Expo)

Accelerates mobile app development using React Native and Expo with production-ready architecture and modern best practices.

Hybrid Cloud Networking

Configures secure, high-performance connectivity between on-premises infrastructure and major cloud platforms using VPN and dedicated connections.

Error Handling Patterns

Implements robust error handling strategies and resilient patterns across multiple programming languages to improve application reliability and debugging.

Jainism Ahimsa Navigation

Applies Jain philosophical principles like non-violence and multi-perspective logic to ethical decision-making and problem-solving.

Flutter App Development

Builds high-performance, cross-platform mobile applications using Flutter and Dart with best-practice patterns for state and navigation.

Moon Dev Trading Agents

Orchestrates over 48 specialized AI agents for autonomous cryptocurrency trading and market analysis across multiple decentralized exchanges.

React Native Mobile DevOps

Automates mobile app builds, submissions, and over-the-air updates for React Native and Expo projects using EAS and Fastlane.

DeFi Protocol Templates

Implement secure, production-ready decentralized finance protocols using standardized smart contract templates for staking, AMMs, and governance.