Draft IACUC protocol applications with focus on the 3Rs principles justification.

Use conference poster pitch for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Draft Diversity, Equity, and Inclusion statements for academic applications.

Generate USMLE Step 1/2 style clinical cases with patient history, physical.

Generate hospital discharge summaries from admission data, hospital course.

Interpret Alpha and Beta diversity metrics from 16S rRNA sequencing results.

Use biotech-pitch-deck-narrative for academic writing workflows that need structured investor-facing storytelling, explicit assumptions, and clear output boundaries.

Use when identifying where cloud spend is concentrated — which services, accounts, teams, or regions are driving the most cost — to prioritize optimization efforts

Use when comparing costs between time periods, environments, accounts, regions, or teams to understand spending differences and identify inefficiencies

Use when analyzing whether costs are growing, declining, or stable over time — for forecasting, budget planning, or understanding spending velocity

Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.

Expert guidelines for Ethereum smart contract development with Solidity, OpenZeppelin, and Hardhat

Senior Front-End Developer expertise in ReactJS, NextJS, JavaScript, TypeScript, HTML, CSS, and modern UI/UX frameworks

Comprehensive threat modeling for multi-agent systems using CSA MAESTRO 7-layer framework and OWASP Multi-Agentic System Threat Modeling Guide v1.0. Systematically analyzes threats across all architectural layers from foundation models to agent ecosystems.

Audit and export open issues from any project tracker with summary analysis and vault archival

A skill that serves as a guide to the right way to set up tests in various languages.

Update and maintain project documentation for local code changes using multi-agent workflow with tech-writer agents. Covers docs/, READMEs, JSDoc, and API documentation.

Reset the FPF reasoning cycle to start fresh

Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.

Image and video analysis specialist