Skills

Extracts and identifies relevant code context, dependencies, and related files within a software project to support comprehensive code analysis and understanding.

Manages AWS cloud services, enabling infrastructure provisioning, deployment, and integration across EC2, EKS, S3, Lambda, and IAM.

Provides pre-configured DevOps runbook templates and automated workflow scripts for managing infrastructure, deployment, and incident response tasks.

Creates a FastAPI-based AI service endpoint for handling machine learning or AI-related tasks using Python.

Helps product managers systematically explore alternative solutions by reversing problem-solving direction and generating multiple potential approaches from the end goal backward.

Manages task delegation and subtask breakdown for Claude Code projects, ensuring systematic and granular execution of complex development tasks through structured decomposition and context-aware pr...

Helps product teams systematically validate and iterate product-market fit through a structured 3-month experimentation and learning cycle.

Helps product managers systematically diagnose and address design challenges by breaking down problems into treatable components and developing targeted solutions.

Provides expert-level guidance and implementation strategies for deploying, managing, and optimizing cloud infrastructure across AWS and Azure platforms.

Conducts comprehensive multi-AI research by leveraging Claude, Gemini, and Codex to provide cross-verified, citation-rich analysis across security, architecture, code quality, and performance domains.

Manages skill discovery, installation, and project-level skill management using a standardized Anthropic-style skills repository format.

Guides researchers in designing and optimizing experimental batches by providing strategies to minimize batch effects, randomize sample allocation, and ensure statistical validity in biological exp...