Skill UI

This skill audits OpenMed NER or de-identification models to detect performance disparities across sensitive demographic subgroups (e.g., sex, age, race). It calculates metrics like per-group recall and leakage disparity, helping users identify instances of 'under-protection' before deployment, ensuring equitable AI governance and compliance.

This specialized skill is designed to analyze complex security flaws involving forced authentication (coercion) and identity relay chains. It guides users to trace and document the complete, minimal path from the initial coercion trigger (e.g., a specific service or protocol edge) through intermediate hops, to the final service that accepts the relayed credentials. Use this for deep security research, forensics, and documenting the decisive sequence leading to privilege escalation or code execution.

A specialized skill for analyzing complex, host-to-host lateral movement chains within a Windows environment. It focuses on tracing protocols like WinRM, SMB, and RDP, replaying captured Kerberos tickets, understanding privilege edges, and identifying the exact accepting service or host that facilitates credential movement. Used in advanced penetration testing and digital forensics scenarios.

This skill computes disproportionality metrics (PRR, ROR, EBGM, IC) using FAERS/OpenFDA drug-event data. It analyzes spontaneous reports to statistically screen for potential drug-reaction associations (Signal of Disproportionate Reporting, SDR). By constructing a 2x2 contingency table, it helps pharmacovigilance professionals identify over-reported adverse events, providing a statistical hypothesis for drug safety assessment.

This skill extracts crucial Social Determinants of Health (SDOH) — such as housing instability, food insecurity, and transportation barriers — from unstructured clinical notes. It maps the identified text spans to standardized ICD-10-CM Z-codes (Z55–Z65). It is essential for health-equity analytics, building risk stratification tools, and identifying coding gaps by converting narrative text into queryable, discrete data points.

A comprehensive framework for authorized security assessments of Operational Technology (OT) and Industrial Control Systems (ICS). It emphasizes a 'passive-first' approach, covering Purdue model zoning, analyzing industrial protocols (Modbus, DNP3, etc.), and identifying exposure points on SCADA/DCS environments. The methodology strictly avoids disruptive write operations on PLCs, prioritizing read-only validation and safe network analysis for physical safety.

This skill transforms diverse raw source materials—such as articles, transcripts, and notes—into a highly structured summary suitable for a presentation or talk. It automatically detects the source type (Real-world Evidence or Conceptual Thesis), extracts the narrative arc, identifies key metrics, outlines main themes, and critically highlights potential gaps, providing a complete foundation for content creation.

Structured GDPR Article 35 Data Protection Impact Assessment guidance based on EDPB criteria, Opinion 28/2024, and national blacklists. Assists threshold decisions, full assessment (assets, necessity, proportionality, risk tracks, mitigations), Art. 36 consultation, and multi-jurisdictional analysis for high-risk processing like profiling, AI, biometrics, large-scale monitoring.

Automates the systematic review of Data Processing Agreements (DPA) to ensure compliance with GDPR Article 28, EDPB guidelines, and the AI Act. It generates a structured, clause-by-clause report, providing compliance diagnostics (green/yellow/red), actionable remediation suggestions, and critical questions for vendors. Essential for Data Protection Officers (DPOs) and privacy practitioners managing vendor risk.

A comprehensive guide and pattern implementation for creating responsive 2D character controllers in Godot 4.7 using CharacterBody2D. Covers platformer physics (gravity, jumping, slope handling) and top-down 8-direction movement, ensuring correct implementation of move_and_slide() in the physics process.

Master the core physics concepts in Godot 4.x, covering both 2D and 3D environments. This skill covers choosing appropriate physics bodies (RigidBody, Area, etc.), configuring complex collision layers and masks, detecting overlaps, applying forces and impulses, and utilizing raycasting for precise line-of-sight checks. Essential for building robust game mechanics.

A comprehensive guide to writing custom shaders in Godot 4.x using the Godot Shading Language. Learn to create advanced 2D (canvas_item) and 3D (spatial) visual effects, implement post-processing using screen textures, and manage uniforms and animations. Covers the core workflow, built-in functions, and common pitfalls for high-performance graphics.