dmaic-project-manager

DMAIC methodology execution skill with tollgate reviews, documentation templates, and project tracking

509 stars

Best use case

dmaic-project-manager is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

DMAIC methodology execution skill with tollgate reviews, documentation templates, and project tracking

Teams using dmaic-project-manager 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

$curl -o ~/.claude/skills/dmaic-project-manager/SKILL.md --create-dirs "https://raw.githubusercontent.com/a5c-ai/babysitter/main/library/specializations/domains/business/operations/skills/dmaic-project-manager/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/dmaic-project-manager/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How dmaic-project-manager Compares

Feature / Agentdmaic-project-managerStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

DMAIC methodology execution skill with tollgate reviews, documentation templates, and project tracking

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

# DMAIC Project Manager

## Overview

The DMAIC Project Manager skill provides comprehensive capabilities for executing Six Sigma DMAIC (Define, Measure, Analyze, Improve, Control) projects. It supports tollgate reviews, documentation management, and benefit quantification throughout the improvement lifecycle.

## Capabilities

- Project charter development
- SIPOC diagram generation
- CTQ (Critical to Quality) tree construction
- Tollgate review facilitation
- Phase documentation management
- Deliverable tracking
- Benefit quantification

## Used By Processes

- SIX-001: DMAIC Project Execution
- CI-001: Operational Excellence Program Design
- SIX-005: Root Cause Analysis

## Tools and Libraries

- Project management platforms
- Six Sigma templates
- Tracking tools
- Statistical software integration

## Usage

```yaml
skill: dmaic-project-manager
inputs:
  project_name: "Reduce Defect Rate in Welding Process"
  business_case:
    current_defect_rate: 5.2
    target_defect_rate: 1.0
    estimated_savings: 250000
  phase: "measure"  # define | measure | analyze | improve | control
  team:
    champion: "VP Operations"
    black_belt: "Jane Smith"
    green_belts: ["John Doe", "Mary Johnson"]
outputs:
  - project_charter
  - sipoc_diagram
  - ctq_tree
  - phase_deliverables
  - tollgate_checklist
  - benefit_calculation
```

## Workflow

### Define Phase
1. Create project charter
2. Develop SIPOC diagram
3. Build CTQ tree
4. Define problem statement
5. Conduct tollgate review

### Measure Phase
1. Identify key metrics
2. Develop data collection plan
3. Validate measurement system
4. Establish baseline performance
5. Conduct tollgate review

### Analyze Phase
1. Identify potential root causes
2. Verify root causes with data
3. Determine critical Xs
4. Quantify opportunity
5. Conduct tollgate review

### Improve Phase
1. Generate solution alternatives
2. Select optimal solutions
3. Pilot improvements
4. Implement full-scale
5. Conduct tollgate review

### Control Phase
1. Develop control plan
2. Implement statistical controls
3. Document standard work
4. Transfer to process owner
5. Conduct tollgate review

## Integration Points

- Project management systems
- Statistical analysis software
- Document management systems
- Financial tracking systems