dmaic-project-manager
DMAIC methodology execution skill with tollgate reviews, documentation templates, and project tracking
What this skill does
# 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
Related in Data & Analytics
clawarr-suite
IncludedComprehensive management for self-hosted media stacks (Sonarr, Radarr, Lidarr, Readarr, Prowlarr, Bazarr, Overseerr, Plex, Tautulli, SABnzbd, Recyclarr, Unpackerr, Notifiarr, Maintainerr, Kometa, FlareSolverr). Deep library exploration, analytics, dashboard generation, content management, request handling, subtitle management, indexer control, download monitoring, quality profile sync, library cleanup automation, notification routing, collection/overlay management, and media tracker integration (Trakt, Letterboxd, Simkl).
querying-soql
IncludedSOQL query generation, optimization, and analysis with 100-point scoring. Use this skill when the user needs SOQL/SOSL authoring or optimization: natural-language-to-query generation, relationship queries, aggregates, query-plan analysis, and performance or safety improvements for Salesforce queries. TRIGGER when: user writes, optimizes, or debugs SOQL/SOSL queries, touches .soql files, or asks about relationship queries, aggregates, or query performance. DO NOT TRIGGER when: bulk data operations (use handling-sf-data), Apex DML logic (use generating-apex), or report/dashboard queries.
app-store-optimization
IncludedApp Store Optimization (ASO) toolkit for researching keywords, analyzing competitor rankings, generating metadata suggestions, and improving app visibility on Apple App Store and Google Play Store. Use when the user asks about ASO, app store rankings, app metadata, app titles and descriptions, app store listings, app visibility, or mobile app marketing on iOS or Android. Supports keyword research and scoring, competitor keyword analysis, metadata optimization, A/B test planning, launch checklists, and tracking ranking changes.
habit-flow
IncludedAI-powered atomic habit tracker with natural language logging, streak tracking, smart reminders, and coaching. Use for creating habits, logging completions naturally ("I meditated today"), viewing progress, and getting personalized coaching.
app-store-optimization
IncludedApp Store Optimization (ASO) toolkit for researching keywords, analyzing competitor rankings, generating metadata suggestions, and improving app visibility on Apple App Store and Google Play Store. Use when the user asks about ASO, app store rankings, app metadata, app titles and descriptions, app store listings, app visibility, or mobile app marketing on iOS or Android. Supports keyword research and scoring, competitor keyword analysis, metadata optimization, A/B test planning, launch checklists, and tracking ranking changes.
visualizing-data
IncludedBuilds dashboards, reports, and data-driven interfaces requiring charts, graphs, or visual analytics. Provides systematic framework for selecting appropriate visualizations based on data characteristics and analytical purpose. Includes 24+ visualization types organized by purpose (trends, comparisons, distributions, relationships, flows, hierarchies, geospatial), accessibility patterns (WCAG 2.1 AA compliance), colorblind-safe palettes, and performance optimization strategies. Use when creating visualizations, choosing chart types, displaying data graphically, or designing data interfaces.