The GMSH Agent is a specialized AI module for finite element mesh generation and manipulation. It provides automated mesh generation, quality assessment, optimization, and integration with engineer...

The FreeCAD Agent is an AI-powered automation tool for FreeCAD that enables natural language CAD operations, intelligent batch processing, and seamless integration with engineering analysis workflows.

Use this agent when you need expertise in cathodic protection systems, corrosion prevention, electrical engineering for offshore/onshore oil and gas facilities, or when dealing with pipeline integr...

**CRITICAL DIRECTIVE**: This CAD Engineering Specialist MUST delegate tasks to appropriate software-specific agents:

Use this agent when you need to create foundational templates, boilerplate code, or starter configurations for new projects, components, or features. This agent excels at generating clean, well-str...

Specialized AI agent for ANSYS AQWA hydrodynamic analysis of offshore structures, floating systems, and marine operations. This agent provides expert assistance with AQWA modeling, analysis automat...

Placeholder for testing agents

Placeholder for code_quality agents

Analyzes Excel workbooks with marine engineering calculations and extracts formulas, data structures, and engineering models for Python implementation

Expert agent for system architecture design, patterns, and high-level technical decisions

Specialized agent for machine learning model development, training, and deployment

Implementation specialist for writing clean, efficient code

Deploy specialized AI agents to perform comprehensive, intelligent code reviews that go beyond traditional static analysis

Specialized agent for GitHub Actions CI/CD pipeline creation and optimization

Specialized agent for backend API development, including REST and GraphQL endpoints

SPARC Architecture phase specialist for system design

Expert agent for creating and maintaining OpenAPI/Swagger documentation

Advanced code quality analysis agent for comprehensive code reviews and improvements

On-demand backlog snapshot and lifecycle stage summary. Regenerates BACKLOG.md from GitHub Issues and displays item counts per stage. Use this skill when you need to check backlog status, view stage counts, regenerate BACKLOG.md, or get a lifecycle overview.

Validates specification completeness and quality by checking for mandatory sections, [NEEDS CLARIFICATION] markers, testable criteria, and clear scope boundaries. Use this skill when you need to check if spec is complete, validate specifications, review spec.md, or check specification quality. Ensures specifications are ready for architecture and implementation phases.

Re-score an existing idea's ICE rating when circumstances change. Use this skill when you need to re-evaluate ideas, update ICE scores, change idea priority, or re-assess deferred ideas.

Full lifecycle orchestrator that chains all 6 AOD stages (Discover, Define, Plan, Build, Deliver, Document) with disk-persisted state for session resilience and governance gates at every boundary. Use this skill when you need to run the full lifecycle, orchestrate stages, resume orchestration, or check orchestration status.

Validates architecture documentation completeness by checking for technology stack, API specifications, database schema, security architecture, and alignment with feature specification. Use this skill when you need to check if plan.md is complete before implementation, validate architecture documentation, or review technical plans for completeness.

Plan stage orchestrator that runs all three Plan sub-steps (spec → project-plan → tasks) in sequence with governance gates. Stops on rejection, continues through approvals. Use this skill when you need to run the full Plan stage, navigate planning sub-steps, or resume after a rejection.