architecture-patterns
538
membrane-system-designer
Membrane separation system design skill for RO, UF, NF, and gas separation applications
a5c-ai
development
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architecture-patterns
538
pavement-design-calculator
Pavement design skill for flexible and rigid pavements using AASHTO and MEPDG methods
a5c-ai
development
architecture-patterns
538
steel-connection-designer
Steel connection design skill for bolted and welded connections per AISC specifications
a5c-ai
development
architecture-patterns
538
consensus-protocol-library
Reference implementations and specifications of consensus protocols
a5c-ai
development
architecture-patterns
538
typing-rule-generator
Generate and format typing rules in inference rule notation for type system design
a5c-ai
development
architecture-patterns
538
vehicle-routing-solver
Vehicle routing problem solver for logistics optimization with time windows, capacity constraints, and multiple depots.
a5c-ai
development
architecture-patterns
538
computational-environment-manager
Manage reproducible computational environments
a5c-ai
development
architecture-patterns
538
robust-statistics-toolkit
Robust statistical methods resistant to outliers
a5c-ai
development
architecture-patterns
538
ansatz-designer
Parameterized quantum circuit (ansatz) design skill for variational algorithms
a5c-ai
development
architecture-patterns
538
causal-inference-engine
Causal reasoning implementing DAG construction, do-calculus, and intervention effect estimation
a5c-ai
development
architecture-patterns
538
doe-optimizer
Skill for optimizing experimental designs using DOE principles
a5c-ai
development
architecture-patterns
538
protocol-builder
Skill for building standardized research protocols
a5c-ai
development
architecture-patterns
538
learning-transfer-design
Design instructional strategies that promote knowledge and skill transfer to real-world application contexts
a5c-ai
development
architecture-patterns
538
mixed-methods-integration
Design and execute convergent, explanatory sequential, and exploratory sequential mixed methods research designs
a5c-ai
development
architecture-patterns
538
arm-cortex-m
Deep expertise in ARM Cortex-M architecture and peripherals
a5c-ai
development
architecture-patterns
538
client-server
Client-server architecture skill for authority models and validation.
a5c-ai
development
architecture-patterns
538
destruction
Destructible environment skill for fracturing and debris systems.
a5c-ai
development
architecture-patterns
538
distributed-caching
Expert skill for distributed cache design, implementation, and optimization using Redis and Memcached. Design cache architectures, configure eviction policies, implement caching patterns (cache-aside, write-through, write-behind), monitor cache performance, and optimize memory usage.
a5c-ai
development
architecture-patterns
538
ast-manipulation
Expert skill for abstract syntax tree design, traversal, transformation, and manipulation patterns
a5c-ai
development
architecture-patterns
538
bytecode-vm
Expert skill for bytecode virtual machine design including instruction set design, dispatch mechanisms, and stack/register architectures
a5c-ai
development