Agent skill
dmaic-project-manager
DMAIC methodology execution skill with tollgate reviews, documentation templates, and project tracking
Install this agent skill to your Project
npx add-skill https://github.com/a5c-ai/babysitter/tree/main/library/specializations/domains/business/operations/skills/dmaic-project-manager
Metadata
Additional technical details for this skill
- domain
- business
- category
- six-sigma-spc
- specialization
- operations
SKILL.md
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
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
- Create project charter
- Develop SIPOC diagram
- Build CTQ tree
- Define problem statement
- Conduct tollgate review
Measure Phase
- Identify key metrics
- Develop data collection plan
- Validate measurement system
- Establish baseline performance
- Conduct tollgate review
Analyze Phase
- Identify potential root causes
- Verify root causes with data
- Determine critical Xs
- Quantify opportunity
- Conduct tollgate review
Improve Phase
- Generate solution alternatives
- Select optimal solutions
- Pilot improvements
- Implement full-scale
- Conduct tollgate review
Control Phase
- Develop control plan
- Implement statistical controls
- Document standard work
- Transfer to process owner
- Conduct tollgate review
Integration Points
- Project management systems
- Statistical analysis software
- Document management systems
- Financial tracking systems
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