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Benchling R&D Integration

Automates Benchling R&D platform operations including registry management, inventory tracking, and electronic lab notebook (ELN) entries via Python SDK.

GitHub Release Management Orchestrator

Automates the entire GitHub release lifecycle using AI swarms for intelligent versioning, documentation, and multi-platform deployment.

Per-Sector Trading Candidate Filter

Optimizes trading universe selection by applying sector-specific volume filters to ensure a diverse and manageable pool of candidates.

Lightsheet PSF Deconvolution

Eliminates horizontal banding artifacts in microscopy data by implementing true lightsheet Point Spread Function (PSF) calculations.

GitHub Release Management & AI Orchestration

Orchestrates the end-to-end software release lifecycle on GitHub using intelligent AI swarm coordination for versioning, deployment, and validation.

Alpaca Algo Trader Plus Data Connector

Leverages the Alpaca Algo Trader Plus subscription to fetch extended historical market data for training robust trading models.

Canvas Visual Design

Generates high-fidelity visual art and design philosophies using sophisticated spatial and aesthetic principles.

Interactive Plotly FigureWidget Fix

Resolves KeyError: 'uid' errors when updating interactive Plotly FigureWidget shapes and sliders in VS Code.

SQL Optimization Patterns

Optimizes database performance through advanced query tuning, indexing strategies, and detailed execution plan analysis.

Technical Research & Implementation Discovery

Conducts evidence-based technical research by finding real-world code implementations and generating structured documentation.

Parallel Universe Selection Optimizer

Accelerates quantitative trading universe selection by 3-4x through parallel processing and optimized caching strategies.

Financial Modeling Suite

Constructs advanced investment models and risk assessment simulations using industry-standard DCF, Monte Carlo, and sensitivity analysis methodologies.

Technical Implementation Research

Conducts deep technical research by finding real-world code implementations and generating structured, evidence-based reports.

TypeScript & Vitest Testing Patterns

Implements professional unit testing patterns and best practices for TypeScript projects using the Vitest framework.

Branch Integration & Merge Workflow

Automates the identification, analysis, and safe integration of remote Git branches into stable codebases.

GitHub Workflow Automation Swarm

Automates complex GitHub Actions workflows and repository management using AI-driven swarm coordination.

Claude Code Plugin Architect

Standardizes the creation and organization of Claude Code plugins using a structured directory layout and manifest configuration.

Alpaca Trading Order Limitations

Enforces Alpaca broker-specific constraints by filtering unsupported crypto short orders while maintaining valid equity shorting capabilities.

Chinese Content Proofreader

Optimizes Chinese articles through systematic typo correction, linguistic auditing, and structural improvement suggestions.

Technical Research & Code Analysis

Conducts deep technical research into libraries and APIs by analyzing real-world GitHub implementations and official documentation.

Canvas Design Studio

Generates high-fidelity visual art and design documents using bespoke design philosophies and meticulous craftsmanship.

Shadcn UI Component Setup

Streamlines the installation and customization of accessible, Tailwind-based UI components using the shadcn/ui design system.

DNAnexus Genomics Integration

Integrates Claude with the DNAnexus cloud platform to build genomics pipelines, manage biomedical data, and automate workflows using the dxpy SDK.

Workflow Orchestration Patterns

Designs and implements resilient distributed workflows using Temporal to orchestrate complex microservice architectures.

Dotted Symbol Exclusion for Trading Data

Optimizes financial data pipelines by automatically filtering non-standard ticker symbols that cause API errors during sector lookups.

Notebook Checkpoint Pattern

Implements a structured checkpointing system for connecting multiple Jupyter notebooks into robust, memory-efficient data pipelines.

DNAnexus Integration

Streamlines the development and management of genomics pipelines on the DNAnexus cloud platform.

Claude Opus 4.5 Migration Guide

Migrates codebase model strings and optimizes prompts for the Claude Opus 4.5 transition across major cloud platforms.

Operational Copy Auditor

Audits and optimizes marketing and operational copy for quality, clarity, and legal compliance.

Crypto Trading Fee Optimizer

Analyzes and optimizes cryptocurrency trading strategies to minimize fees on the Alpaca platform through direct pair rotations.