Manufacturing Process Planning Skill

SkillDev tools

Skill for manufacturing process planning including operation sequencing and work instructions

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 Manufacturing Process Planning 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/process-planning/SKILL.md and read by ahel’s review.

Purpose

The Manufacturing Process Planning skill provides capabilities for developing comprehensive manufacturing process plans including operation sequencing, work instructions, and quality controls for mechanical component production.

Capabilities

  • Operation sequence development
  • Machine and tooling selection
  • Cycle time estimation
  • Inspection point specification
  • Work instruction creation
  • Process FMEA development
  • Control plan generation
  • Cost estimation and optimization

Usage Guidelines

Process Planning Framework

Information Gathering
  1. Design Requirements

    • Part drawing and model
    • Material specification
    • Tolerance requirements
    • Surface finish requirements
    • Special requirements (certifications, traceability)
  2. Production Requirements

    • Annual volume
    • Lot sizes
    • Lead time requirements
    • Budget constraints
  3. Available Resources

    • Machine capabilities
    • Tooling inventory
    • Skilled labor
    • Quality equipment

Operation Sequencing

Sequence Development Principles
General sequence:
1. Raw material preparation
2. Primary forming/roughing
3. Secondary operations
4. Finishing operations
5. Heat treatment (if required)
6. Final machining (post-heat treat)
7. Surface treatment/coating
8. Final inspection
9. Packaging
Operation Selection Matrix
FeaturePossible OperationsSelection Criteria
External cylinderTurning, grindingTolerance, finish
Internal cylinderBoring, drilling, reamingDiameter, depth
Flat surfaceMilling, grinding, lappingFlatness, finish
Gear teethHobbing, shaping, grindingAccuracy, volume
ThreadTapping, thread milling, rollingSize, accuracy
Heat treatQuench/temper, carburize, nitrideHardness, depth

Machine Selection

Capability Assessment
Selection criteria:
- Workpiece size vs machine envelope
- Required tolerances vs machine capability
- Surface finish capability
- Spindle power vs material removal
- Tool capacity
- Automation potential
Process Capability
Typical capabilities:
Turning: IT7-IT9, Ra 0.8-3.2 um
Milling: IT7-IT10, Ra 0.8-6.3 um
Grinding: IT5-IT7, Ra 0.1-0.8 um
EDM: IT6-IT8, Ra 0.2-6.3 um
Honing: IT4-IT6, Ra 0.05-0.4 um

Cycle Time Estimation

Time Components
Total cycle time = Setup time + Processing time + Non-productive time

Processing time per operation:
T_process = (L + A) / (f * N) + tool change time

Where:
L = length of cut
A = approach distance
f = feed rate
N = spindle speed
Standard Times
ActivityTypical Time
Load/unload (manual)15-60 seconds
Tool change (CNC)3-10 seconds
Index (turret)1-3 seconds
Probe cycle5-15 seconds
Deburr (manual)30-120 seconds

Work Instructions

Content Requirements
  1. Header Information

    • Part number and revision
    • Operation number and description
    • Work center/machine
    • Standard time
  2. Setup Instructions

    • Fixture identification
    • Tool list
    • Work offset procedures
    • Program number
  3. Operating Instructions

    • Step-by-step procedures
    • Critical parameters
    • Safety requirements
    • Quality checks
  4. Visual Aids

    • Photos of setup
    • Diagrams of critical dimensions
    • Defect examples (visual standards)

Process FMEA

FMEA Structure
Process Step -> Potential Failure Mode -> Effect -> Cause

Severity (S): 1-10 scale
Occurrence (O): 1-10 scale
Detection (D): 1-10 scale

RPN = S x O x D

Actions required for RPN > 100 (typically)
Common Process Failure Modes
ProcessFailure ModeCauseDetection
MachiningDimension out of toleranceTool wearIn-process gage
Heat treatIncorrect hardnessTemperature errorHardness test
WeldingPorosityContaminationNDT
AssemblyMissing componentOperator errorCheck sheet

Control Plan

Control Plan Elements
For each operation:
- Process step
- Machine/device
- Characteristic (dimension, property)
- Specification/tolerance
- Measurement method
- Sample size and frequency
- Control method
- Reaction plan

Process Integration

  • ME-017: Manufacturing Process Planning

Input Schema

{
  "part_info": {
    "part_number": "string",
    "revision": "string",
    "material": "string"
  },
  "design_requirements": {
    "drawing_reference": "string",
    "critical_dimensions": "array",
    "surface_finish_requirements": "array"
  },
  "production_requirements": {
    "annual_volume": "number",
    "lot_size": "number",
    "lead_time": "number (weeks)"
  },
  "available_equipment": "array of machine types"
}

Output Schema

{
  "process_plan": {
    "routing_number": "string",
    "operations": [
      {
        "op_number": "number",
        "description": "string",
        "work_center": "string",
        "setup_time": "number (min)",
        "cycle_time": "number (min)",
        "tooling": "array",
        "inspection_points": "array"
      }
    ],
    "total_lead_time": "number (days)"
  },
  "work_instructions": "array of document references",
  "process_fmea": "document reference",
  "control_plan": "document reference",
  "cost_estimate": {
    "material": "number",
    "labor": "number",
    "overhead": "number",
    "total": "number"
  }
}

Best Practices

  1. Consider all design requirements before sequencing
  2. Minimize setups and part handling
  3. Group operations by work center when possible
  4. Include quality gates at critical operations
  5. Document all assumptions and alternatives
  6. Review with production team before release

Integration Points

  • Connects with GD&T Drawing for requirements
  • Feeds into CNC Programming for machining ops
  • Supports FAI Inspection for verification
  • Integrates with Quality for control plans

Signals

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