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DevOps

Automates database table partitioning with comprehensive strategies and best practices. Optimizes large tables and improves performance through a structured 5-step implementation process.

Development

Comprehensive guide to creating Home Screen widgets, Live Activities, Dynamic Island, and Control Center widgets using WidgetKit and SwiftUI.

Documentation

Provides a comprehensive thesis review structured in two parts: urgent formatting issues and content improvements for post-submission consideration. Supports LaTeX (.tex) and Word (.docx) files, automatically reads existing feedback to avoid duplicate comments. Adjusts review depth based on deadline proximity (tomorrow, week, or none). Ideal for students needing prioritized feedback before thesis submission.

DevOps

Optimize Windsurf API performance using caching, request batching, and connection pooling. Reduce latency and improve request throughput for production integrations.

Testing

Test and debug web applications via Chrome integration. Automate form interactions, verify UI implementations, and record demo GIFs.

Development

Creates production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Helps when starting new FastAPI applications or setting up backend API projects.

Development

Best practices and patterns for Rust development, including project structure, error handling, and idiomatic code. Activates when working with Cargo.toml, .rs files, or Rust commands.

Development

This skill lets you read Figma files, export assets, and manage comments. Use it to fetch designs, export images, or work with Figma components via terminal commands.

Documentation

Creates a new skill file with the required structure, loading style guides and parsing arguments for category, name, and description. Use this when adding a new skill to ensure it follows the standard format and conventions.

Development

Debug failed CI/CD jobs by accessing BuildBuddy's remote build execution and caching data. Use MCP tools to fetch invocation metadata, full logs, targets, and actions, enabling rapid root cause analysis of failures. Ideal for investigating GitHub Actions pipeline failures or remote build issues.

DevOps

Audit Dockerfiles for security, efficiency, and best practices. Identify critical issues, warnings, and suggestions with corrected code examples.

Data & AI

AI-powered analysis of cellular senescence signatures from transcriptomic (bulk or single-cell), proteomic, or imaging data. Helps identify senescent cells, characterize the senescence-associated secretory phenotype (SASP), estimate senescence burden across tissues, and predict senolytic drug sensitivity. Applicable to aging research, cancer therapy response, and senolytic drug development.