Skill for design for manufacturing review and optimization
Analyzes designs for manufacturability, identifies cost drivers, and recommends production optimizations.
npx claudepluginhub a5c-ai/babysitterThis skill is limited to using the following tools:
The DFM Review skill provides capabilities for systematic design for manufacturing review and optimization, enabling cost-effective and producible mechanical designs.
1. Minimize part count
2. Use standard components
3. Design for ease of fabrication
4. Design for ease of assembly
5. Design for ease of service
6. Consider process capabilities
7. Minimize secondary operations
| Process | Key DFM Considerations |
|---|---|
| Machining | Access, fixturing, tool reach |
| Casting | Draft, wall thickness, gates/risers |
| Injection molding | Draft, undercuts, sink marks |
| Sheet metal | Bend radius, hole-to-edge, grain |
| Welding | Access, joint design, distortion |
| Assembly | Part orientation, fastener access |
Holes:
- Standard drill sizes preferred
- L/D ratio < 5 for drills
- Flat bottoms require end mill
- Provide drill point clearance
Pockets:
- Corner radius = tool radius
- Max depth < 4x tool diameter
- Provide tool access
Threads:
- Standard thread sizes
- Depth 1.5-2x diameter sufficient
- Provide thread relief
Wall thickness:
- Minimum 1-2 mm for steel
- Consider deflection during machining
| Dimension Type | Typical Capability |
|---|---|
| Linear (milling) | +/- 0.025 mm |
| Linear (turning) | +/- 0.013 mm |
| Hole diameter | +/- 0.013 mm |
| Surface finish | Ra 1.6-3.2 um |
| Flatness | 0.025 mm/100 mm |
Draft angles:
- External: 1-3 degrees minimum
- Internal: 2-5 degrees
- Deep pockets: increase draft
Wall thickness:
- Minimum: 3-5 mm (sand casting)
- Minimum: 2-3 mm (die casting)
- Uniform thickness preferred
- Gradual transitions
Radii:
- Internal corners: R > 3 mm
- External corners: R > 1 mm
- Avoid sharp transitions
| Material | Shrinkage % |
|---|---|
| Aluminum | 1.2-1.5 |
| Steel | 1.5-2.0 |
| Cast iron | 0.8-1.2 |
| Bronze | 1.0-1.5 |
Wall thickness:
- Uniform 1.5-4 mm
- Transitions < 25% thickness change
- Avoid thick sections (sink marks)
Draft:
- 0.5-1 degree per side minimum
- Textured surfaces: add 1 degree per 0.025 mm depth
Ribs:
- Thickness: 50-75% of wall
- Height: < 3x wall thickness
- Spacing: > 2x wall thickness
Bosses:
- Wall: 50-75% of base wall
- Height: < 2x diameter
- Add gussets for strength
Minimum bend radius:
- Soft materials: 0.5x thickness
- Hard materials: 1-2x thickness
- With grain: smaller radius OK
- Against grain: larger radius
Minimum flange:
- Flange > 4x thickness
- Flange > 3 mm practical minimum
Hole-to-bend:
- Distance > 2x thickness + bend radius
- Prevents hole distortion
Minimum hole size:
- Round: 1x material thickness
- Square/rectangle: 0.8x thickness
Minimum edge distance:
- 2x material thickness minimum
- Prevents edge deformation
Minimum hole spacing:
- 2x material thickness minimum
Manufacturing cost components:
1. Material cost
- Raw material
- Scrap/waste
- Special materials
2. Labor cost
- Setup time
- Run time
- Inspection time
3. Equipment cost
- Machine time
- Tooling amortization
4. Overhead
- Facility
- Support functions
| Area | Opportunity |
|---|---|
| Material | Standard grades, near-net-shape |
| Features | Eliminate unnecessary features |
| Tolerances | Relax to process capability |
| Finish | Specify only where needed |
| Operations | Combine or eliminate steps |
| Assembly | Reduce part count, use snap fits |
Before specifying tight tolerances:
1. Verify functional requirement
2. Check assembly chain
3. Confirm process capability
4. Consider inspection cost
5. Evaluate statistical tolerance
| Tolerance Class | Relative Cost |
|---|---|
| Standard (+/- 0.5 mm) | 1x |
| Precision (+/- 0.1 mm) | 2-3x |
| Close (+/- 0.025 mm) | 5-10x |
| Very close (+/- 0.01 mm) | 10-20x |
{
"design_data": {
"cad_model": "file reference",
"drawings": "array of references",
"material": "string"
},
"manufacturing_context": {
"target_process": "machining|casting|molding|sheet_metal|additive",
"production_volume": "prototype|low|medium|high",
"target_cost": "number (optional)"
},
"supplier_constraints": {
"preferred_suppliers": "array",
"equipment_limitations": "array"
}
}
{
"dfm_assessment": {
"overall_rating": "good|acceptable|needs_improvement",
"manufacturability_score": "number (1-10)"
},
"issues": [
{
"feature": "string",
"issue": "string",
"severity": "critical|major|minor",
"recommendation": "string",
"cost_impact": "string"
}
],
"cost_analysis": {
"material_cost": "number",
"labor_cost": "number",
"tooling_cost": "number",
"total_unit_cost": "number"
},
"improvement_opportunities": [
{
"change": "string",
"cost_savings": "number or percentage",
"effort": "low|medium|high"
}
],
"process_recommendation": {
"primary_process": "string",
"secondary_operations": "array",
"special_requirements": "array"
}
}
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