Prompt Engineering Bootcamp

Professional 2-hour workshop transforming ad-hoc AI prompting → systematic methodology

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🚀 QUICK START

1. Generate Presentations

# Extract files
unzip prompt-engineering-bootcamp-FINAL.zip

# Generate PowerPoint + PDF
chmod +x generate-presentations.sh
./generate-presentations.sh

2. Present

# Option A: PowerPoint (recommended)
open SESSION-1-FINAL.pptx
open SESSION-2-FINAL.pptx

# Option B: HTML 
npm install -g @marp-team/marp-cli
marp SESSION-1-FINAL.md --html --theme bootcamp-theme.css -o SESSION-1.html
open SESSION-1.html

3. Facilitate

• Follow MINUTE-BY-MINUTE-FACILITATOR-GUIDE.md for exact timing
• Use demo-personas.md for safe practice exercises
• Use job-descriptions.md for Session 2 interview prep
• Load priority-builder-prompt.txt for live demos

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📁 ESSENTIAL FILES

🎪 Core Presentations

• SESSION-1-FINAL.md - Session 1: Industry Standards + Priority Builder (60 min)
• SESSION-2-FINAL.md - Session 2: Advanced Patterns + Java Demo (60 min)
• bootcamp-theme.css - Professional styling with automatic logo
• images/ - 5 reliable SVG diagrams (three-approaches, foundational-patterns, etc.)

🎓 Facilitator Resources

• MINUTE-BY-MINUTE-FACILITATOR-GUIDE.md - START HERE - Complete timing for every file
• presentation-usage-guide.md - 3-step setup instructions
• generate-presentations.sh - One-click PowerPoint generation

👥 Participant Materials

• demo-personas.md - 3 safe personas (avoid confidential info)
• job-descriptions.md - 4 realistic jobs for interview prep exercise
• priority-builder-prompt.txt - Complete 325-line Priority Builder for demos
• interview-prep-templates.md - 4-file workflow methodology
• quick-reference-cards.md - Printable handouts
• participant-materials.md - Complete reference materials

💼 Examples & Support

• three-approaches-examples.md - ADRs vs Structured vs Tool-assisted comparison
• QUICK-START.md - Simple setup if you need it

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🎯 WORKSHOP OUTCOMES

Session 1: Industry Standards (60 minutes)

Deliverable: Actual FY26 priorities ready for HR system submission

• ✅ Participants understand Three Approaches Framework (when to use each)
• ✅ Recognize foundational patterns in real prompts (Persona, Few-shot, Template, Chain-of-Thought)
• ✅ Generate production-ready priorities using systematic Priority Builder
• ✅ See clear difference between systematic vs ad-hoc prompting

Session 2: Advanced Patterns (60 minutes)

Deliverable: Complete interview strategy with positioning materials

• ✅ Execute ReAct pattern for complex reasoning (Think → Act → Observe)
• ✅ Apply Tree of Thoughts for strategic decisions (Generate → Evaluate → Choose)
• ✅ Build complete interview preparation using 4-file spec-kit workflow
• ✅ Recognize cross-domain pattern scaling (business + technical domains)

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🎨 PROFESSIONAL FEATURES

✅ the organization Branding

• Automatic logo on every slide (top-right corner)
• Corporate color scheme throughout
• Professional typography and styling
• Print-friendly handouts with branding

✅ Reliable Diagrams

• Static SVG images (no internet required)
• Display perfectly in PowerPoint, PDF, HTML
• Professional quality scaling
• 5 strategic diagrams enhancing key concepts

✅ Complete Methodology

• Research-backed patterns (White et al., Yao et al.)
• Cross-domain scaling (business + technical)
• Real deliverables (not just theory)
• Systematic evaluation frameworks

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⏰ MINUTE-BY-MINUTE TIMING

The facilitator guide includes exact timing for every file:

Session 1 Example:

20:45 - OPEN demo-personas.md on screen
21:00 - Point to Option B: "Tech Lead - Banking Automation"  
22:15 - SWITCH to AI tool with priority-builder-prompt.txt loaded
35:00 - "Everyone load priority-builder-prompt.txt"

Session 2 Example:

15:30 - OPEN job-descriptions.md, show Senior Manager AI Strategy
25:00 - "Everyone open job-descriptions.md"
26:30 - "Use SAME persona from Session 1 for continuity"

Complete 120-minute script with success criteria for each segment.

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🎯 CORE VALUE PROPOSITION

From: Ad-hoc AI prompting

• Inconsistent results across attempts
• No team knowledge captured
• Can't reuse successful approaches
• Generic outputs lacking specificity

To: Systematic methodology

• Three Approaches Framework for choosing methodology
• Foundational + Advanced Patterns for quality results
• Cross-domain scaling from business to technical work
• Evaluable frameworks for continuous improvement

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📞 SUPPORT & RESOURCES

Academic References

• White et al. (2023): A Prompt Pattern Catalog to Enhance Prompt Engineering
• Yao et al. (2022): ReAct: Synergizing Reasoning and Acting in Language Models
• Yao et al. (2023): Tree of Thoughts: Deliberate Problem Solving

Workshop Success Metrics

• 80%+ participants complete hands-on exercises successfully
• Real deliverables generated (priorities + interview materials)
• Pattern recognition across business and technical domains
• Action plans for ongoing systematic application

Ready for Professional Delivery

• Internal workshops for delivery leads
• Client training with professional branding
• Turnkey deployment by new facilitators
• Enterprise scaling across multiple teams

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🎉 RESULT

Complete transformation of team AI prompting from ad-hoc → systematic methodology.

Professional workshop materials ready for immediate deployment with professional branding and comprehensive support.

Goal: Teams leave with evaluable frameworks that scale across business and technical domains, transforming how they approach AI systematically.

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© Joey Lopez - Prompt Engineering Bootcamp | Version 1.0