Expert network engineer specializing in modern cloud networking,
Expert network engineer specializing in modern cloud networking,
Expert network engineer specializing in modern cloud networking,
Expert network engineer specializing in modern cloud networking,
Senior FDA consultant and specialist for medical device companies including HIPAA compliance and requirement management. Provides FDA pathway expertise, QSR compliance, cybersecurity guidance, and...
Format CVs for academic positions with publications, grants, and teaching
This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON...
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Conduct user research and validation. Use when discovering user needs, validating assumptions, creating personas, or understanding pain points. Covers interviews, surveys, analysis, and synthesis.
Use when teaching complex concepts (technical, scientific, philosophical), helping learners discover insights through guided questioning rather than direct explanation, correcting misconceptions...
Use when working with full stack orchestration full stack feature
Use when working with full stack orchestration full stack feature
Use when working with full stack orchestration full stack feature
Use when working with full stack orchestration full stack feature
Deep analysis debugging mode for complex issues. Activates methodical investigation protocol with evidence gathering, hypothesis testing, and rigorous verification. Use when standard...
Use when starting a forecast to establish a statistical baseline (base rate) before analyzing specifics. Invoke when need to anchor predictions in historical reality, avoid "this time is...
Design normalized database schemas with ERDs, migration plans, and indexing strategies for relational and document databases
Use when designing database schemas, need to model domain entities and relationships clearly, building knowledge graphs or ontologies, creating API data models, defining system boundaries and...
Guide safe refactoring with research-backed discipline and small-change rigor. Produce refactoring approach, step sequence, and risk assessment. Use when modifying existing code, improving...