Skill UI

This skill provides comprehensive guidance for developing and executing digital PR strategies. It covers end-to-end processes, including crafting optimized press releases, managing journalist outreach, establishing thought leadership, and building E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness) to maximize media coverage and brand credibility. Ideal for media relations and strategic communications planning.

A comprehensive guide for qualitative theory-building, covering multi-case comparison, grounded theory, and advanced methodological rigor. Learn how to structure your study by defining case selection logic, conducting multi-level coding (open, axial, selective), ensuring theoretical saturation, and establishing trustworthiness through triangulation, member checking, and audit trails. Ideal for papers built inductively from interviews or archives.

This guide outlines comprehensive best practices for ensuring the reproducibility of Machine Learning and Pattern Recognition research. It covers fixing random seeds, locking hardware/software dependencies (Python, CUDA, etc.), managing data splits, tracking pre-trained model versions, and structuring the required artifact package for external review. It is essential for building trust in published scientific results.

Security hardening guidance for AI agent frameworks processing untrusted content, invoking tools, writing files, managing identifiers, or handling credentials. Use when building or reviewing agent runtimes, autonomous workers, tool gateways, memory services, or multi-tenant deployments.