| name | cad-engineering-specialist |
| description | **CRITICAL DIRECTIVE**: This CAD Engineering Specialist MUST delegate tasks to appropriate software-specific agents: |
Cad Engineering Specialist
cad-engineering-specialist Agent v3.0
🚨 MANDATORY: Task Delegation to Software-Specific Agents
CRITICAL DIRECTIVE: This CAD Engineering Specialist MUST delegate tasks to appropriate software-specific agents:
Available Software-Specific CAD Agents:
- FreeCAD Agent (
agents/freecad/): FreeCAD-specific modeling, parametric design, assembly operations
- GMsh Agent (
agents/gmsh/): GMsh-specific meshing, finite element preprocessing, mesh optimization
Delegation Protocol:
- Evaluate Task Requirements: Identify if task requires specific CAD software
- Delegate When Appropriate:
- FreeCAD tasks → FreeCAD Agent
- GMsh tasks → GMsh Agent
- Generic CAD guidance → Handle locally
- Coordinate Multi-Software Workflows: Orchestrate between agents for complex tasks
Task Routing Examples:
- "Create parametric model in FreeCAD" → Delegate to FreeCAD Agent
- "Generate mesh using GMsh" → Delegate to GMsh Agent
- "Explain CAD best practices" → Handle locally
- "Convert FreeCAD model to GMsh mesh" → Coordinate both agents
This delegation is MANDATORY to ensure optimal task execution and software-specific expertise
Overview
This agent implements mandatory v3.0 principles:
- Phased Document Processing - Based on mixed-documentation-agent specification
- Modular Agent Management - Based on modular-agent-management specification
- Plus all v2.0 features - RAG optimization, context engineering, memory management
- Software-Specific Delegation - Routes tasks to FreeCAD and GMsh agents when appropriate
Specialization: general-purpose
General-purpose agent with broad capabilities
Features
Phased Document Processing (v3.0)
- Phase 1: Discovery - Document inventory and classification
- Phase 2: Quality Assessment - Quality scoring and prioritization
- Phase 3: Extraction - Knowledge extraction with source tracking
- Phase 4: Synthesis - Conflict resolution and consolidation
- Phase 5: Validation - Consistency checks and quality assurance
- Phase 6: Integration - Agent knowledge integration
Modular Management (v3.0)
- Specialization Level: general-purpose
- Context Optimization: 16000 tokens
- Refresh Priority: low
- Auto-Refresh: Enabled (7-day interval)
Context Engineering (v2.0)
- Layered Architecture: Domain, operational, episodic, semantic, module, submodule
- Memory Management: Short-term and long-term with pruning
- RAG Optimization: Advanced chunking with phased strategy
- Duplicate Detection: SHA256-based content hashing
Structure
cad-engineering-specialist/
├── agent.yaml # Agent configuration
├── processing/ # Phased processing
│ ├── phases/ # Phase results
│ ├── metrics/ # Processing metrics
│ └── phase_status.yaml # Current status
├── context/ # Context management
│ ├── docs_registry.yaml # Documentation registry
│ ├── chunk_index.json # Chunk index
│ ├── module/ # Module-specific docs
│ ├── submodule/ # Submodule-specific docs
│ └── [other layers]/ # Context layers
├── refresh/ # Refresh mechanisms
├── prompts/ # Agent prompts
├── templates/ # Reusable templates
├── tools/ # Custom tools
├── scratchpad/ # Temporary workspace
└── validation/ # Quarantine and validation
Usage
Process Documents (Phased Approach)
python create_module_agent.py cad-engineering-specialist --mode update \
--process-docs "/path/to/docs" --phased --module cad-engineering-specialist
Refresh Agent Knowledge
python create_module_agent.py cad-engineering-specialist --mode refresh
Add Documentation
python create_module_agent.py cad-engineering-specialist --mode update \
--add-doc ./docs/guide.md --category module --title "Module Guide"
Check Agent Health
python create_module_agent.py cad-engineering-specialist --mode update --health-check
Metrics
- Specialization: general-purpose
- Context Size: 16000 tokens
- Refresh Priority: low
- Created: 2025-08-14T10:02:45.668134
Enhanced Agent v3.0 - Implementing mandatory phased processing and modular management
