Cucumber/Gherkin BDD testing for behavior-driven development workflows

Expert Cypress testing framework integration for browser-based end-to-end testing

Expert skill for implementing Debug Adapter Protocol for debugger integration

Validates dimensional models against Kimball methodology best practices

Expert skill for designing and implementing high-quality compiler error messages

Expert skill for designing and implementing foreign function interfaces to native code

Comprehensive fuzzing operations with AFL++, libFuzzer, and OSS-Fuzz integration

Expert skill for garbage collector design and implementation including various collection algorithms

Deep integration with Ghidra and IDA Pro for binary analysis and reverse engineering

Expert skill for formal grammar design including disambiguation, precedence, and validation

Generates Great Expectations suites from data profiles and business rules

Expert skill for just-in-time compilation including profiling, tiered compilation, and deoptimization

Apache JMeter expertise for enterprise-grade load and performance testing

Expert Jest testing framework for JavaScript/TypeScript unit and integration testing

Robot kinematics and dynamics computation including forward/inverse kinematics and dynamics

Expert skill for LLVM integration including IR generation, optimization passes, and native code emission

Expert skill for implementing Language Server Protocol servers with full IDE feature support

Expert skill for custom memory allocator design optimized for language runtime needs

Deep expertise in MoveIt/MoveIt2 configuration and manipulation planning

Specialized skill for NVIDIA Isaac Sim photorealistic simulation and synthetic data generation

Specialized skill for ROS2 Nav2 navigation stack configuration and behavior trees

Deep learning based object detection and segmentation for robotics applications

Percy visual testing platform integration for visual regression detection

Deep integration with Playwright for browser automation and end-to-end testing

Specialized skill for 3D point cloud processing and analysis using PCL and Open3D

Expert skill for building interactive REPLs with rich editing and evaluation features

Expert skill for register allocation algorithms including graph coloring, linear scan, and spill code generation

Expert skill for designing intermediate representations and implementing SSA construction

Selenium WebDriver expertise for cross-browser automation and legacy system testing

Expert skill for generating and consuming source maps for debugging compiled code

Stryker mutation testing for assessing test suite quality and effectiveness

Expert skill for creating tree-sitter grammars for incremental parsing and syntax highlighting

Multi-dimensional inventory classification skill combining value (ABC) and demand variability (XYZ) analysis for differentiated policies

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

Format errors with actionable fix suggestions and documentation links

Fresh adversarial code review with binary PASS/FAIL verdicts, evidence citations, and anchoring bias prevention via fresh reviewer spawning.

WASM-based instant code transforms for simple tasks, achieving 352x speedup over LLM inference with zero cost.

Coordinate Crew (persistent) and Polecat (transient) agents using Gas Town's hook-based work distribution and GUPP principle.

Hierarchical coordination and drift detection with frequent checkpoints, shared memory coherence validation, role specialization enforcement, and short task cycles.

Generate and run mock API servers from OpenAPI specifications

Generate NSMenu and NSStatusItem configurations for macOS menu bar applications

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

Extract arguments from complex texts, identify premises, conclusions, and implicit assumptions, and create visual argument maps using Toulmin model or standard form

Craft persuasive advocacy messages, coordinate coalition building, and engage with policymakers to advance arts funding and cultural policy priorities

Expert skill for AMBA AXI protocol implementation and verification in FPGA designs

Benchmarking study skill for internal, competitive, and best-in-class performance comparison

Apply bioethical principles (autonomy, beneficence, non-maleficence, justice) and case-based reasoning to healthcare decisions, research protocols, and clinical dilemmas

Support board of directors governance and meeting management

Generate and validate BPMN 2.0 diagrams from process descriptions

Clarify vague requirements through exploratory questioning and option generation before committing to research or implementation.

CAN/CAN-FD bus analysis and development expertise

Production capacity analysis skill using Theory of Constraints principles

Capacity requirements planning skill with demand-capacity gap analysis and capacity strategy recommendations

Logistics carbon emission tracking and reduction planning skill supporting sustainability initiatives

Automated carrier evaluation and selection skill using multi-criteria decision analysis for optimal freight procurement

Category management strategy development using Kraljic Matrix and portfolio optimization

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

Setup and changeover time reduction skill with SMED methodology and sequence optimization

Git-backed state management for safe rollback. Create and restore checkpoints with tagged commits and metadata tracking.

Analyze clinical workflows to identify inefficiencies, bottlenecks, and improvement opportunities using Lean healthcare principles and value stream mapping techniques

Validate and analyze AWS CloudFormation templates for security and best practices

Minimal, pattern-matching code output. Write the least code that satisfies requirements. Match existing project patterns. Use Write/Edit tools only.

6-agent parallel code review orchestration covering architecture, security, performance, testing, quality, and documentation dimensions with weighted scoring.

Multi-dimensional code assessment across security, quality, performance, and maintainability with confidence-gated reporting (>=80%) and Router Contract generation.

Multi-dimensional code review across correctness, security, performance, and maintainability with confidence-gated reporting and remediation loops.

Manage and generate competitive programming templates

Automatic codebase indexing for invisible context injection. Catalogs project structure, file types, entry points, dependencies, and test layout.

Interface with Codeforces API for contest data, problem sets, and submissions

Generate automated code migration scripts (codemods)

Capture raw thoughts with automatic domain classification and vault routing

Generate personalized verified news briefs with 7-day freshness and 95%+ source accuracy

Build structured knowledge frameworks from scattered vault notes with source attribution

Process meeting recordings and transcripts into decisions, action items, and team dynamics

Personalize COG Second Brain workflow through role pack selection and vault initialization

Cross-reference GitHub, Linear, Slack, and PostHog with bidirectional sync for team briefs

Create and maintain comprehensive collection records including cataloging, photography, condition documentation, and database management following AAM/ICOM standards

Analyze market compensation data and establish competitive pay structures

Conduct phenomenological comparison of religious traditions, beliefs, practices, and institutions while maintaining methodological neutrality and scholarly rigor

Multi-version, multi-platform SDK compatibility testing

Automated competitive mapping with funding history, product positioning, market share

Deep competitive intelligence and market positioning analysis

Analyze philosophical concepts through examination of necessary and sufficient conditions, identify counterexamples, clarify conceptual boundaries, and resolve ambiguities

Multi-protocol consensus for agent swarms supporting Raft leader election, Byzantine fault tolerance, Gossip state propagation, and CRDT conflict-free merging.

Assess condition of artworks and cultural objects, develop treatment proposals, and document conservation interventions following AIC ethical guidelines

Business continuity and contingency plan development skill for supply chain resilience

Pattern extraction, confidence-scored evaluation, skill creation, organization, versioning, and cross-project export pipeline.

Contract analysis and negotiation support skill with clause extraction and risk identification

Create, track, and land convoys of related beads as primary work orders in the Gas Town multi-agent orchestration framework.

Manage corporate records and minute books

Cost of Quality analysis skill with prevention, appraisal, internal failure, and external failure cost tracking

Supply chain cost-to-serve analysis skill by customer, product, or channel

Flow-through logistics process coordination skill to minimize storage time and accelerate product movement

Generate CI test matrix for Windows, macOS, and Linux combinations

Track progress through CSES Problem Set with structured learning

Analyze cultural policies, assess community cultural needs, and develop evidence-based recommendations for arts funding and cultural development

Conduct art historical research, provenance investigation, and scholarly analysis to inform exhibitions, acquisitions, and publications using primary and secondary sources