Kubeflow Pipelines skill for ML workflow orchestration, component management, and Kubernetes-native ML.

Skill for mechanism kinematics, dynamics, and motion analysis

Extracts design specifications from mock images including colors, typography, spacing, and component details

Skill for pressure vessel design and analysis per ASME BPVC

Define and document prototype interactions, transitions, and hotspots

Create comprehensive audio design including music cues, sound effects, Foley, and score direction

Design optimal track order and album flow including opener/closer strategy, energy curves, transitions, and pacing for cohesive listening experiences

Design training curricula and learning paths for change initiatives with competency-based learning

Unity DOTS/ECS skill for data-oriented design, jobs system, burst compiler optimization, and high-performance gameplay systems.

Multi-dimensional visual scoring using pixel-diff and structural analysis for design-to-implementation comparison

Design settings, locations, props, costumes, and production elements for film/TV with visual consistency

Design, administer, and analyze 360-degree feedback surveys for leadership development

Audit and inventory existing UI components in a codebase

Establish project governing principles including dev guidelines, code quality standards, testing policies, UX requirements, performance benchmarks, and security constraints.

Validate design system compliance in code and detect token usage violations

Design, administer, and analyze employee engagement surveys with action planning

Migrate UI components between frameworks with structure, state, and style transformation

Unity UI Toolkit skill for runtime UI development, USS styling, UXML templates, and custom visual elements.

Customer-centric value proposition development using jobs-to-be-done methodology

Discrete event simulation skill for warehouse design validation and capacity planning

Ensure cultural programs and facilities meet ADA requirements and universal design principles including accommodations, assistive technologies, and inclusive practices

System and API design guidance covering component boundaries, data flow, integration patterns, and scalability considerations.

Specialized skill for clock domain crossing analysis and synchronizer design in FPGA designs

Parallel design review by 6 specialist agents (PM, Architect, Designer, Security Design, UX, CTO) with mandatory unanimous approval.

Plan and design exhibition layouts including spatial arrangement, object placement, lighting, graphics, and visitor flow optimization for diverse audiences

Specialized skill for finite state machine design and optimization in FPGAs

GraphQL schema design and optimization with federation support

Expert skill for load balancer configuration, algorithms, and high availability design

Expert skill for on-chip and external memory interface design in FPGAs

Design middleware and interceptor chains for SDK extensibility

Operational Excellence program design skill with governance structure, methodology deployment, and capability building

Design technical architecture, select technology stack, and define implementation strategy from specifications and constitution constraints.

FPGA power estimation and optimization skill for low-power design

Design control traceability skill for managing user needs, design inputs, design outputs, and verification/validation linkages

RESTful API design principles, versioning, pagination, HATEOAS, and documentation.

SCOR-aligned supply chain KPI dashboard design and implementation skill

Expert skill for binary and text serialization formats, schema design, and optimization

Deploy interactive API documentation using Swagger UI with custom branding

Generate XCTest UI tests for macOS applications with accessibility identifiers and page object patterns

Set up Avalonia UI project with cross-platform XAML for Windows, macOS, and Linux

Clinical study design skill for medical device trials including IDE studies and post-market studies

Cypress testing patterns, custom commands, component testing, and CI integration.

Design Failure Mode and Effects Analysis (DFMEA) skill for systematic design risk identification

Design review planning and execution skill for structured design phase gate reviews per 21 CFR 820.30

Design token management, generation, and multi-platform support.

Drizzle ORM patterns, migrations, type-safe queries, and database schema design.

E&L study design and data analysis skill for chemical characterization of medical devices

Design and facilitate engaging professional development workshops using adult learning principles and active learning strategies

Measurement System Analysis (MSA) skill for Gage R&R studies with variance component analysis and measurement adequacy assessment

Pull-based production control system design skill with WIP limits, replenishment triggers, and visual management boards

Capture, validate, query, and sync architectural patterns and design decisions in the knowledge graph

Subgraph composition and modular workflow design for LangGraph

Design instructional strategies that promote knowledge and skill transfer to real-world application contexts

Marketing automation platform operations and workflow design

MongoDB schema design, aggregation pipelines, indexing strategies, and performance.

Apply Mayer's multimedia learning principles to design effective audio, video, graphics, and animations that reduce cognitive load

Generate NSIS installer scripts for Windows with custom UI and features

Design and implement formative, summative, and developmental evaluations using logic models and mixed methods

Structured prompt template creation with variables, formatting, and version control

Prosthetics and orthotics design optimization skill integrating biomechanical requirements with manufacturing constraints

Conduct systematic quality reviews of instructional materials using established rubrics (Quality Matters) and design standards

Design and execute statistical analyses including regression modeling, hypothesis testing, power analysis, and robustness checks using R, Stata, SPSS, or Python

Radix UI primitives, composition patterns, accessibility, and customization.

Design and implement rate limiting strategies

Develop clear scoring rubrics with defined criteria, performance levels, and anchor examples ensuring inter-rater reliability

Tissue engineering scaffold design optimization skill for pore size, porosity, and mechanical properties

Design and implement scoped permission models

shadcn/ui component patterns, customization, theming, and integration.

Develop survey instruments, implement sampling strategies, optimize response rates, and manage multi-mode data collection

Construct, analyze, and evaluate philosophical thought experiments to test intuitions, reveal conceptual commitments, and probe theoretical implications

Value stream mapping skill for current state analysis, waste identification, and future state design with implementation roadmaps

Battery system design, BMS algorithm development, and validation expertise

Google Cirq integration skill for quantum circuit design and execution on Google quantum processors

Reinforced concrete design skill for flexure, shear, and serviceability calculations per ACI 318

Process control strategy design skill for control structure selection, loop configuration, and regulatory control

Crystallization process design skill for nucleation control, crystal size distribution, and equipment selection

Deferred shading/lighting skill for G-buffer design and decals.

Detention/retention pond design skill for storage, outlet structures, and emergency spillways

Distillation column design skill for tray/packing selection, hydraulic analysis, and column optimization

Design of Experiments skill for systematic optimization of nanomaterial synthesis and processing

Highway alignment design skill for horizontal and vertical geometry per AASHTO standards

JSON Schema validation and API contract design.

Load combination generation skill per ASCE 7 and AASHTO for ASD and LRFD design methods

Material and energy balance calculation skill for process design and troubleshooting

Membrane separation system design skill for RO, UF, NF, and gas separation applications

Design and execute convergent, explanatory sequential, and exploratory sequential mixed methods research designs

Pavement design skill for flexible and rigid pavements using AASHTO and MEPDG methods

Performance test design skill for test planning, data collection, and acceptance criteria verification

Heat integration analysis skill using pinch technology for energy targeting and heat exchanger network design

Procedural sound skill for synthesis and dynamic sound design.

Qiskit quantum computing skill for circuit design, simulation, and quantum algorithm development

Chemical reactor design skill for sizing, configuration selection, and performance optimization

Pressure relief system design skill for PSV sizing, flare header analysis, and overpressure protection

Seismic hazard analysis skill for site classification, spectral acceleration, and design response spectrum generation

Safety Integrity Level calculation skill for SIF design and verification per IEC 61511

Steel connection design skill for bolted and welded connections per AISC specifications