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Expert skill for CNC programming and toolpath optimization using CAM software

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Source SKILL.md: https://github.com/a5c-ai/babysitter/blob/HEAD/library/specializations/domains/science/mechanical-engineering/skills/cnc-programming/SKILL.md

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CNC Programming Skill

Purpose

The CNC Programming skill provides expert capabilities for CNC programming and toolpath optimization using CAM software, enabling efficient and accurate machining of mechanical components.

Capabilities

  • Mastercam, NX CAM, Fusion 360 workflow automation
  • Toolpath strategy selection (roughing, finishing)
  • Cutting parameter optimization (feeds, speeds)
  • Tool selection and library management
  • Work holding and fixture consideration
  • Toolpath simulation and verification
  • G-code generation and post-processing
  • Cycle time estimation and optimization

Usage Guidelines

Machining Strategy

Roughing Operations

  1. Material Removal Strategies

    StrategyApplicationAdvantages
    Adaptive/DynamicGeneral roughingConstant chip load
    PocketEnclosed areasEfficient material removal
    FacingFlat surfacesSurface prep
    Plunge roughDeep pocketsAxial chip evacuation
  2. Stock Allowance

    Finishing allowance = 0.25-0.5 mm (typical)
    Semi-finish allowance = 0.5-1.0 mm
    Rough allowance = Stock - finish - semi-finish
    
  3. Step-Over Guidelines

    Adaptive roughing: 10-25% tool diameter
    Pocket roughing: 50-75% tool diameter
    Depth of cut: 1-2x tool diameter (end mills)
    

Finishing Operations

  1. Surface Finish Strategies

    StrategyApplicationSurface Finish
    ParallelFlat surfacesRa 0.8-1.6 um
    ContourWalls, profilesRa 0.8-1.6 um
    Scallop3D surfacesRa 1.6-3.2 um
    PencilCorners, filletsClean-up
  2. Step-Over for Finish

    Cusp height = r - sqrt(r^2 - (s/2)^2)
    
    For cusp height = 0.01 mm, r = 5 mm:
    Step-over s = 0.89 mm
    

Cutting Parameters

Speed and Feed Calculation

Cutting Speed (SFM): V = pi * D * N / 12 (imperial)
                     V = pi * D * N / 1000 (metric)

Feed Rate: F = f * z * N

Where:
V = cutting speed (SFM or m/min)
D = tool diameter
N = spindle speed (RPM)
f = feed per tooth
z = number of teeth
F = feed rate (IPM or mm/min)

Material-Specific Parameters

MaterialSpeed (SFM)Feed/Tooth (in)Notes
Aluminum500-10000.004-0.008High spindle, coolant
Steel (mild)80-1200.003-0.006Flood coolant
Steel (hard)50-800.002-0.004Reduce speed
Stainless60-1000.002-0.005Rigid setup
Titanium40-600.002-0.004High pressure coolant

Tool Selection

End Mill Selection

ApplicationTool TypeCoating
Aluminum roughing2-3 flute, polishedUncoated/ZrN
Aluminum finishing2-3 flute, high helixUncoated
Steel roughing4+ flute, variable helixAlTiN/TiAlN
Steel finishing4+ fluteAlTiN
Hardened steelBall nose, solid carbideAlCrN

Tool Life Management

Tool life tracking:
- Material removed (cm3)
- Cutting time (minutes)
- Parts produced

Replace at:
- Wear land > 0.3 mm
- Surface finish degradation
- Dimension out of tolerance

Work Holding

Fixture Considerations

  1. Clamping Force

    • Calculate cutting forces
    • Apply safety factor (2-3x)
    • Distribute clamp forces
    • Avoid part distortion
  2. Accessibility

    • Clear all tool paths
    • Consider tool length
    • Allow chip evacuation
    • Enable coolant flow

Program Verification

  1. Simulation Checks

    • Tool collision detection
    • Fixture interference
    • Rapid traverse clearance
    • Stock remaining verification
  2. First Article

    • Reduced feed rate (50%)
    • Single block mode
    • Verify dimensions
    • Adjust offsets as needed

Process Integration

  • ME-018: CNC Programming and Verification

Input Schema

{
  "part_model": "CAD file reference",
  "material": {
    "name": "string",
    "hardness": "string (e.g., HRC 30)"
  },
  "machine": {
    "type": "3-axis|4-axis|5-axis|lathe",
    "controller": "Fanuc|Siemens|Haas|other",
    "spindle_max": "number (RPM)",
    "rapids": "number (mm/min)"
  },
  "tolerances": {
    "dimensional": "number (mm)",
    "surface_finish": "number (Ra um)"
  },
  "production_volume": "prototype|low|medium|high"
}

Output Schema

{
  "program_info": {
    "program_number": "string",
    "operations": "number",
    "total_tools": "number"
  },
  "cycle_time": {
    "machining": "number (min)",
    "non-cutting": "number (min)",
    "total": "number (min)"
  },
  "tool_list": [
    {
      "tool_number": "number",
      "description": "string",
      "diameter": "number (mm)",
      "length": "number (mm)"
    }
  ],
  "setup_sheet": {
    "work_offset": "string",
    "fixture": "string",
    "stock_size": "array [L, W, H]"
  },
  "nc_file": "file reference"
}

Best Practices

  1. Verify model accuracy before programming
  2. Use consistent tool numbering conventions
  3. Include adequate clearance planes
  4. Optimize tool paths for minimum air cutting
  5. Simulate complete program before machining
  6. Document setup requirements clearly

Integration Points

  • Connects with CAD Modeling for geometry
  • Feeds into Process Planning for operations
  • Supports FAI Inspection for first article
  • Integrates with DFM Review for manufacturability