tinh2

Comprehensive healthcare system compliance and security audit: review HIPAA Privacy and Security Rule adherence, check HITECH and 21st Century Cures Act obligations, validate clinical data integrity for HL7 FHIR and patient safety, then audit infrastructure security with PHI-specific focus. Use when building or auditing an EHR, patient portal, telehealth platform, clinical decision support system,

Analyzes SIEM alert pipelines for rule optimization, alert fatigue reduction, criticality scoring, asset-based prioritization, and correlation rule design using NIST CSF and detection engineering principles. USE THIS SKILL WHEN: - Your SOC team is drowning in alerts and you need to reduce noise - Someone asks about alert fatigue, false positive rates, or SIEM tuning - You need to design or evaluat

Full story lifecycle — review, implement, and PR. Takes a story from architecture review through implementation to pull request creation.

Audit a student information system for dropout risk prediction. Analyzes attendance patterns, grade trajectories, behavioral indicators, early warning model accuracy, intervention tracking, equity in risk scoring, and socioeconomic factor integration. Use when building or reviewing K-12 early warning systems, student retention platforms, or education analytics dashboards.

Analyze game balance by extracting stats from code and running mathematical simulations. Calculates DPS tier lists, TTK matrices, EHP comparisons, and character power rankings. Stress-tests economy earn/spend rates, progression XP curves, and unlock pacing. Runs Monte Carlo simulations on drop rates, loot tables, and crafting RNG. Use when tuning weapon damage, checking if characters are overpower

Generate project documentation — README files, API docs, and changelogs. Triggers: README, documentation, generate docs, document this project, write README, API docs, changelog.

Scalability audit — identifies performance bottlenecks, unbounded queries, N+1 patterns, missing indexes, synchronous blocking operations on hot paths, and memory pressure points. Outputs a prioritized fix list.

Add purposeful motion to interfaces using modern CSS — scroll-driven animations, view transitions, @starting-style, and GPU-accelerated transforms. Zero JS animation libraries needed. Supports web and Flutter. Use when: 'add animation', 'animate', 'add motion', 'transitions', 'scroll animation', 'page transitions', 'loading animation', 'micro-interactions'.

Analyze mental health care planning systems for treatment goal alignment, intervention scheduling, progress milestone tracking, multi-provider coordination, step-down/step-up criteria, and individualized care pathway optimization. USE THIS SKILL WHEN: user mentions care plan optimization, treatment planning, mental health software, therapy scheduling, clinical goal tracking, level-of-care transiti

Analyze airline, airport, cruise, and tour operator systems for ground handling efficiency, aircraft turnaround optimization, disruption management, and GDS integration. Covers IATA/ICAO compliance, IROPS recovery, on-time performance tracking, embarkation logistics, transfer coordination, and NDC implementation for travel technology platforms.

Analyze behavioral health outcome tracking systems for clinical measurement validity, treatment effectiveness, and provider performance comparison. Evaluates PHQ-9, GAD-7, PCL-5, and AUDIT instrument scoring accuracy, longitudinal trend analysis with Reliable Change Index, risk-adjusted provider benchmarking, evidence-based practice fidelity monitoring, and quality reporting for HEDIS, MIPS, and C

Analyze frontend bundle size, detect heavy dependencies, find duplicates, evaluate tree-shaking, recommend code splitting, and generate size budget configs. USE THIS SKILL WHEN: user mentions bundle size, JavaScript bundle, webpack analysis, slow page load from large bundles, tree-shaking, code splitting, heavy dependencies, duplicate packages, vendor chunk, DIM weight of JS, or performance budget