DFM Review Skill

SkillMedia

Skill for design for manufacturing review and optimization

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the DFM Review Skill skill

What this skill tells your AI

The instructions your AI receives, as published by a5c-ai/babysitter in library/specializations/domains/science/mechanical-engineering/skills/dfm-review/SKILL.md and read by ahel’s review.

Purpose

The DFM Review skill provides capabilities for systematic design for manufacturing review and optimization, enabling cost-effective and producible mechanical designs.

Capabilities

  • Manufacturability assessment
  • Process selection guidance
  • Tooling feasibility analysis
  • Cost driver identification
  • Design modification recommendations
  • Tolerance and surface finish review
  • Material availability assessment
  • Supplier capability consideration

Usage Guidelines

DFM Principles

Core DFM Guidelines
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-Specific Guidelines
ProcessKey DFM Considerations
MachiningAccess, fixturing, tool reach
CastingDraft, wall thickness, gates/risers
Injection moldingDraft, undercuts, sink marks
Sheet metalBend radius, hole-to-edge, grain
WeldingAccess, joint design, distortion
AssemblyPart orientation, fastener access

Machining DFM

Feature Guidelines
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
Tolerance Capability
Dimension TypeTypical Capability
Linear (milling)+/- 0.025 mm
Linear (turning)+/- 0.013 mm
Hole diameter+/- 0.013 mm
Surface finishRa 1.6-3.2 um
Flatness0.025 mm/100 mm

Casting DFM

Design Guidelines
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
Shrinkage Allowance
MaterialShrinkage %
Aluminum1.2-1.5
Steel1.5-2.0
Cast iron0.8-1.2
Bronze1.0-1.5

Injection Molding DFM

Design Guidelines
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

Sheet Metal DFM

Bend Guidelines
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
Punching Guidelines
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

Cost Drivers

Cost Analysis Framework
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
Cost Reduction Opportunities
AreaOpportunity
MaterialStandard grades, near-net-shape
FeaturesEliminate unnecessary features
TolerancesRelax to process capability
FinishSpecify only where needed
OperationsCombine or eliminate steps
AssemblyReduce part count, use snap fits

Tolerance Review

Tolerance Stacking
Before specifying tight tolerances:
1. Verify functional requirement
2. Check assembly chain
3. Confirm process capability
4. Consider inspection cost
5. Evaluate statistical tolerance
Cost Impact
Tolerance ClassRelative 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

Process Integration

  • ME-005: Design for Manufacturing (DFM) Review

Input Schema

{
  "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"
  }
}

Output Schema

{
  "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"
  }
}

Best Practices

  1. Involve manufacturing early in design
  2. Understand process capabilities
  3. Challenge tight tolerances
  4. Consider total cost, not just piece cost
  5. Design for the target volume
  6. Document DFM decisions and rationale

Integration Points

  • Connects with CAD Modeling for design review
  • Feeds into Process Planning for manufacturing
  • Supports Trade Study for process selection
  • Integrates with Cost estimation

Signals

GitHub stars
2k
Forks
112
Last commit
Sep 2026
Advanced
Item type
skill
Key
dfm-review
Source
github.com/a5c-ai/babysitter