heuristics▌

This skill enables AI agents to perform a comprehensive usability evaluation of apps, websites, or digital interfaces using Jakob Nielsen's 10 Usability Heuristics, the industry-standard framework for identifying usability problems.

Evaluate interface usability against Nielsen's 10 heuristics and Krug's core principles for clarity and user confidence. \n \n Covers Nielsen's 10 usability heuristics (visibility of system status, user control, error prevention, consistency, recognition over recall, and more) with product applications and copy patterns \n Based on Krug's three laws: \"Don't Make Me Think,\" click confidence over click count, and word reduction for scanning behavior \n Includes the Trunk Test for navigation clar

Detects ransomware encryption activity in real time using entropy analysis, file system I/O monitoring, and behavioral heuristics. Identifies mass file modification patterns, abnormal entropy spikes in written data, and suspicious process behavior characteristic of ransomware encryption routines. Activates for requests involving ransomware behavioral detection, entropy-based file monitoring, I/O anomaly detection, or real-time encryption activity alerting.