changeover-optimizer
Setup and changeover time reduction skill with SMED methodology and sequence optimization
Best use case
changeover-optimizer is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Setup and changeover time reduction skill with SMED methodology and sequence optimization
Teams using changeover-optimizer should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/changeover-optimizer/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How changeover-optimizer Compares
| Feature / Agent | changeover-optimizer | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Setup and changeover time reduction skill with SMED methodology and sequence optimization
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Changeover Optimizer
## Overview
The Changeover Optimizer skill provides comprehensive capabilities for reducing setup and changeover times. It supports SMED (Single-Minute Exchange of Die) methodology, sequence optimization, and changeover time tracking.
## Capabilities
- Internal/external setup separation
- Changeover video analysis
- Parallel task identification
- Standardization opportunities
- Quick-release mechanisms
- Sequence optimization
- Changeover matrix
- Time reduction tracking
## Used By Processes
- LEAN-004: Kanban System Design
- CAP-002: Production Scheduling Optimization
- LEAN-003: Kaizen Event Facilitation
## Tools and Libraries
- Video analysis tools
- SMED templates
- Time study software
- Scheduling optimization
## Usage
```yaml
skill: changeover-optimizer
inputs:
equipment: "Injection Molding Press 5"
current_changeover_time: 120 # minutes
target_changeover_time: 30
changeover_data:
video_analysis: "changeover_video_url"
task_breakdown:
- task: "Remove old mold"
time: 15
type: "internal"
- task: "Get new mold from storage"
time: 20
type: "internal"
- task: "Install new mold"
time: 25
type: "internal"
- task: "Connect utilities"
time: 15
type: "internal"
- task: "Adjust parameters"
time: 25
type: "internal"
- task: "Run test shots"
time: 20
type: "internal"
outputs:
- current_state_analysis
- internal_external_separation
- improvement_opportunities
- optimized_procedure
- changeover_matrix
- implementation_plan
```
## SMED Methodology
### Stage 1: Separate Internal and External Setup
| Type | Definition | Goal |
|------|------------|------|
| Internal | Must stop machine | Minimize |
| External | Machine running | Maximize |
### Stage 2: Convert Internal to External
- Pre-stage tools and materials
- Pre-heat/pre-cool components
- Prepare documentation
- Pre-adjust settings
### Stage 3: Streamline All Operations
- Parallel tasks (multiple operators)
- Eliminate adjustments
- Standardize procedures
- Use quick-release mechanisms
## Changeover Analysis
```
Current State:
- Total time: 120 minutes
- Internal: 100 minutes
- External: 20 minutes
Improvement Opportunities:
1. Move mold retrieval to external: -20 min
2. Pre-heat mold: -10 min
3. Use quick-clamps: -15 min
4. Parallel connection work: -10 min
5. Eliminate test shots: -15 min
Target State:
- Total time: 30 minutes
- Internal: 25 minutes
- External: 35 minutes
```
## Changeover Matrix
| From / To | Product A | Product B | Product C |
|-----------|-----------|-----------|-----------|
| Product A | - | 30 min | 45 min |
| Product B | 35 min | - | 25 min |
| Product C | 40 min | 30 min | - |
## Quick Changeover Techniques
| Technique | Application |
|-----------|-------------|
| Quick-release clamps | Replace bolts |
| Intermediate jigs | Pre-positioned tooling |
| Color coding | Visual identification |
| One-turn fasteners | Reduce turns required |
| Standardized heights | Eliminate adjustments |
| Preset gauges | Eliminate measurement |
## Implementation Steps
1. Document current state (video)
2. Separate internal/external
3. Convert internal to external
4. Streamline internal setup
5. Streamline external setup
6. Standardize and train
7. Track and improve
## Integration Points
- Production scheduling systems
- Video analysis tools
- Training platforms
- OEE tracking systemsRelated Skills
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