Skill UI

Read and write a Zotero library from the shell with the zotero-cli command: search papers by keyword or semantics, read PDF full text and page ranges, get and set metadata, manage collections, tags, notes and annotations, add items by DOI, and export bibliographies.

Apply Robert C. Martin-inspired rules to separate business policy from frameworks, databases, UI, and infrastructure. This skill helps define architectural boundaries, dependency direction, use cases, and interface adapters. Use it for software design decisions involving framework isolation or technology churn to ensure maintainability and clarity.

Apply Robert C. Martin-inspired clean code rules to improve code readability, naming conventions, function design, and responsibilities. This skill ensures everyday implementation quality, readable control flow, and testable code by following established best practices for software development.

Design custom laboratory hardware components using parametric Python models with build123d. Export fabrication-ready files like STEP, STL, and DXF for microfluidic chips, mounts, and adapters. Ensure precise interface dimensions against standards for compatibility with lab equipment. Use for physical parts mating with standardized labware, optical tables, or manufacturing processes.

Apply pragmatic programming rules inspired by Hunt and Thomas to improve engineering judgment, feedback loops, DRY knowledge, orthogonality, automation, and adaptability. Use this skill for design and code decisions requiring pragmatic engineering tradeoffs.

Searches 153 adapters across 122 jurisdictions for foreign extradition and surrender decisions, each in its own language. Localises the requesting state's name per jurisdiction, gates hits for relevance, and saves dated reports for comparative extradition research. Leads, not authorities.

Migrates .NET/C# data access code from Oracle to PostgreSQL (Npgsql). Replaces Oracle NuGet packages, rewrites ADO.NET types, fixes DbType mappings, updates stored procedure invocation, and adapts connection strings. Use when migrating the application code layer during an Oracle-to-PostgreSQL database migration.

Automates the standardization of GitHub repository metadata and configuration files. It polishes labels, issue templates, PR templates, CI workflows, CODEOWNERS, and rulesets without touching code logic. Ideal for new repos or improving existing ones. Requires gh CLI and git.

This skill guides developers to migrate .NET projects from checked-in .designer.cs files to using the Microsoft.CodeAnalysis.ResxSourceGenerator. It covers adding NuGet packages, removing generated designer files, updating MSBuild configurations, and handling special metadata like CustomToolNamespace.

Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Ensures graceful degradation and clear failure modes. Capable of agent architecture design, tool calling, memory management, and debugging complex agent systems.

A comprehensive guide detailing the aesthetic and technical implementation of AI-native user interfaces for web and mobile applications. It emphasizes conversational flow, adaptive layouts, and generative state visual cues, providing CSS, SwiftUI, and Flutter code examples.

AKF is the native metadata format specifically designed for tracking AI-generated or AI-modified content. It allows users to stamp files (including DOCX, PDF, images, and code) with detailed trust scores, source provenance, and compliance metadata. This tool is essential for professional workflows requiring strict auditing, compliance assurance, and verifiable data lineage, especially concerning regulations like the EU AI Act, HIPAA, and SOX.