Agent Skills: AssemblyOperations

Assembly operations guidance for LVA (Low Volume Assembly) and FML (Full Manufacturing Line) departments. Covers kitting, torque operations, poka-yoke verification, line balancing, SMED changeovers, and serialized traceability. USE WHEN user says 'assembly', 'LVA', 'FML', 'kitting', 'torque operation', 'line balancing', 'takt time', 'poka-yoke', 'work instruction', 'build sequence', or needs assembly process guidance.

UncategorizedID: robdtaylor/personal-ai-infrastructure/Assemblyoperations

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skills/Assemblyoperations/SKILL.md

Skill Metadata

Name
Assemblyoperations
Description
Assembly operations guidance for LVA (Low Volume Assembly) and FML (Full Manufacturing Line) departments. Covers kitting, torque operations, poka-yoke verification, line balancing, SMED changeovers, and serialized traceability. USE WHEN user says 'assembly', 'LVA', 'FML', 'kitting', 'torque operation', 'line balancing', 'takt time', 'poka-yoke', 'work instruction', 'build sequence', or needs assembly process guidance.

AssemblyOperations

Expert guidance for MNMUK assembly departments - Low Volume Assembly (LVA) and Full Manufacturing Line (FML).

Workflow Routing

Department Note: LVA = Low Volume Assembly. FML = Final Module Line (also referred to as Full Manufacturing Line) — a paced, takt-driven production line distinct from LVA's high-mix flexible configuration.

| Workflow | Trigger | File | |----------|---------|------| | Kitting | "kitting process", "kit preparation" | Workflows/Kitting.md | | TorqueOperations | "torque process", "fastening" | Workflows/TorqueOperations.md | | LineSetup | "line setup", "SMED", "changeover" | Workflows/LineSetup.md | | Traceability | "serial number", "traceability", "build record" | Workflows/Traceability.md |

Department Overview

LVA (Low Volume Assembly)

Characteristics:

  • Manual and semi-automated assembly
  • High-mix, low-volume production
  • Skilled operator dependency
  • Flexible workstation configuration

Core Processes: | Process | WI Reference | Description | |---------|--------------|-------------| | Kitting | WI-LVA-001 | Component staging and verification | | Assembly Sequence | WI-LVA-002 | Step-by-step build instructions | | Torque Operations | WI-LVA-003 | Fastener installation and verification | | Electrical Assembly | WI-LVA-004 | Harness routing and connection | | Functional Verification | WI-LVA-005 | In-process and final testing | | Traceability | WI-LVA-006 | Serial number and build record management |

FML (Full Manufacturing Line / Final Module Line)

Characteristics:

  • Paced production line
  • Takt time driven
  • Higher automation level
  • Standardized work critical

Core Processes: | Process | WI Reference | Description | |---------|--------------|-------------| | Line Setup/Changeover | WI-FML-001 | SMED methodology | | Takt Time Monitoring | WI-FML-002 | Cycle time tracking and alerts | | Error-Proofing Verification | WI-FML-003 | Poka-yoke checks | | End-of-Line Test | WI-FML-004 | Final inspection and release |

Key Concepts

Torque Operations

Critical Requirements:

  • Torque tools calibrated per MSA skill requirements
  • Joint classification: Safety Critical / Critical / Standard
  • Torque sequence specified for multi-fastener patterns
  • Angle monitoring for yield-controlled fasteners

Torque Verification: | Joint Class | Verification Method | Frequency | |-------------|---------------------|-----------| | Safety Critical | 100% electronic monitoring + audit | Every joint | | Critical | Electronic monitoring | Every joint | | Standard | Operator verification | Per WI |

Poka-Yoke (Error-Proofing)

Categories: | Type | Description | Example | |------|-------------|---------| | Prevention | Physically prevents error | Keyed connectors | | Detection | Detects error before next step | Vision system | | Warning | Alerts operator to potential error | Light/sound alarm |

Verification Requirements:

  • Daily poka-yoke verification at shift start
  • Documented on verification log
  • Failed poka-yoke = line stop until resolved

Line Balancing

Takt Time Calculation:

Takt Time = Available Production Time / Customer Demand

Example:
- Available time: 450 min/shift (7.5 hrs minus breaks)
- Demand: 50 units/shift
- Takt time: 9 minutes/unit

Balancing Principles:

  1. No station cycle time exceeds takt
  2. Minimize operator waiting time
  3. Balance workload across stations
  4. Identify and address bottlenecks

SMED (Single Minute Exchange of Die)

Changeover Phases: | Phase | Activities | Target | |-------|------------|--------| | External Setup | Done while line running | Maximize | | Internal Setup | Done while line stopped | Minimize | | Adjustment | Fine-tuning after restart | Eliminate |

SMED Steps:

  1. Document current changeover
  2. Separate internal vs external activities
  3. Convert internal to external where possible
  4. Streamline remaining internal activities
  5. Standardize and practice

IATF 16949 Alignment

| IATF Clause | Requirement | Assembly Coverage | |-------------|-------------|-------------------| | 7.1.3.1 | Plant, facility, and equipment planning | Line layout, workstation design | | 7.1.4 | Environment for operation | Assembly area conditions | | 8.5.1.1 | Control plan | Assembly control plan elements | | 8.5.1.2 | Standardized work | Work instructions, operator instructions | | 8.5.1.3 | Verification of job setups | Setup verification procedures | | 8.5.1.5 | Total productive maintenance | Equipment maintenance | | 8.5.1.6 | Management of production tooling | Tool/fixture control | | 8.5.2 | Identification and traceability | Serial numbers, build records | | 8.5.6.1 | Control of changes | Change implementation | | 8.6.2 | Layout inspection | First article inspection |

Reference: ~/projects/work/docs/compliance/IATF16949_Compliance_Plan.md

Integration with Other Skills

| Skill | Integration Point | |-------|-------------------| | AutomotiveManufacturing | Process documentation standards | | Pfmea | Assembly PFMEA development | | Controlplan | Assembly control plan elements | | Msa | Torque tool calibration studies | | Spc | In-process monitoring charts | | Tribalknowledge | Operator expertise capture | | Skillsmatrix | Operator competency tracking |

Work Instruction Structure

Standard format for assembly work instructions:

# WI-[DEPT]-[SEQ]: [Title]

**Revision:** [Rev]
**Effective Date:** [Date]
**Applies To:** [Part numbers / product families]

## Purpose
[Brief description of operation]

## Safety Requirements
- [ ] PPE required: [list — e.g., safety glasses, gloves, steel-toe boots, hearing protection]
- [ ] Torque tool handling: ensure tool is within calibration, never exceed rated capacity
- [ ] Hazards: [list — e.g., pinch points, sharp edges, heavy components]
- [ ] Emergency procedures: [reference]

> **PPE is mandatory** before beginning any assembly operation. Operator must verify and don all specified PPE prior to first step.

## Materials and Tools
| Item | Specification | Qty |
|------|---------------|-----|
| [Component] | [P/N] | [#] |
| [Tool] | [Description] | [#] |

## Procedure
1. [Step with photo/diagram reference]
   - Visual Aid: ![Step 1 Diagram](images/WI-[DEPT]-[SEQ]-step1.png) *(photo or diagram required for each key step)*
   - Torque: [value] Nm
   - Quality check: [description]

2. [Next step with photo/diagram reference]
   - Visual Aid: ![Step 2 Diagram](images/WI-[DEPT]-[SEQ]-step2.png)

## Quality Checkpoints
| Step | Check | Method | Acceptance |
|------|-------|--------|------------|
| [#] | [What] | [How] | [Criteria] |

## Traceability
- Serial number location: [where]
- Data to record: [list]
- System entry: [how]

Common Assembly Issues

| Issue | Likely Cause | Resolution | |-------|--------------|------------| | Torque not achieved | Worn fastener, cross-thread | Inspect, replace fastener | | Component interference | Tolerance stack-up | Check dimensions, escalate to engineering | | Missing component | Kit error | Return to kitting, add poka-yoke | | Connector not seated | Alignment issue | Verify orientation, check for damage | | Test failure | Assembly error or component | Follow troubleshooting tree |

Examples

Example 1: New product assembly setup

User: "We're starting production of a new damper variant next week"
-> Review BOM and assembly sequence
-> Verify kitting process (Workflows/Kitting.md)
-> Confirm torque specifications
-> Set up traceability in system
-> Create/update work instructions
-> Train operators (link to Skillsmatrix)

Example 2: Line balancing issue

User: "Station 3 is bottlenecking the line"
-> Calculate current takt time
-> Document cycle times at each station
-> Identify tasks that can be redistributed
-> Update line balance chart
-> Revise work instructions
-> Re-train affected operators

Example 3: Changeover improvement

User: "Changeover is taking too long on Line 2"
-> Document current changeover (Workflows/LineSetup.md)
-> Video the changeover
-> Separate internal vs external activities
-> Convert internal to external where possible
-> Create standardized changeover procedure
-> Practice and time improvements