scientific-slides

name	scientific-slides
description	Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and LaTeX Beamer.

Scientific Slides

Overview

Scientific presentations are a critical medium for communicating research, sharing findings, and engaging with academic and professional audiences. This skill provides comprehensive guidance for creating effective scientific presentations, from structure and content development to visual design and delivery preparation.

Key Focus: Oral presentations for conferences, seminars, defenses, and professional talks.

CRITICAL DESIGN PHILOSOPHY: Scientific presentations should be VISUALLY ENGAGING and RESEARCH-BACKED. Avoid dry, text-heavy slides at all costs. Great scientific presentations combine:

• Compelling visuals: High-quality figures, images, diagrams (not just bullet points)
• Research context: Proper citations from research-lookup establishing credibility
• Minimal text: Bullet points as prompts, YOU provide the explanation verbally
• Professional design: Modern color schemes, strong visual hierarchy, generous white space
• Story-driven: Clear narrative arc, not just data dumps

Remember: Boring presentations = forgotten science. Make your slides visually memorable while maintaining scientific rigor through proper citations.

When to Use This Skill

This skill should be used when:

• Preparing conference presentations (5-20 minutes)
• Developing academic seminars (45-60 minutes)
• Creating thesis or dissertation defense presentations
• Designing grant pitch presentations
• Preparing journal club presentations
• Giving research talks at institutions or companies
• Teaching or tutorial presentations on scientific topics

Core Capabilities

1. Presentation Structure and Organization

Build presentations with clear narrative flow and appropriate structure for different contexts. For detailed guidance, refer to references/presentation_structure.md.

Universal Story Arc:

1. Hook: Grab attention (30-60 seconds)
2. Context: Establish importance (5-10% of talk)
3. Problem/Gap: Identify what's unknown (5-10% of talk)
4. Approach: Explain your solution (15-25% of talk)
5. Results: Present key findings (40-50% of talk)
6. Implications: Discuss meaning (15-20% of talk)
7. Closure: Memorable conclusion (1-2 minutes)

Talk-Specific Structures:

• Conference talks (15 min): Focused on 1-2 key findings, minimal methods
• Academic seminars (45 min): Comprehensive coverage, detailed methods, multiple studies
• Thesis defenses (60 min): Complete dissertation overview, all studies covered
• Grant pitches (15 min): Emphasis on significance, feasibility, and impact
• Journal clubs (30 min): Critical analysis of published work

2. Slide Design Principles

Create professional, readable, and accessible slides that enhance understanding. For complete design guidelines, refer to references/slide_design_principles.md.

ANTI-PATTERN: Avoid Dry, Text-Heavy Presentations

❌ What Makes Presentations Dry and Forgettable:

• Walls of text (more than 6 bullets per slide)
• Small fonts (<24pt body text)
• Black text on white background only (no visual interest)
• No images or graphics (bullet points only)
• Generic templates with no customization
• Dense, paragraph-like bullet points
• Missing research context (no citations)
• All slides look the same (repetitive)

✅ What Makes Presentations Engaging and Memorable:

• HIGH-QUALITY VISUALS dominate (figures, photos, diagrams, icons)
• Large, clear text as accent (not the main content)
• Modern, purposeful color schemes (not default themes)
• Generous white space (slides breathe)
• Research-backed context (proper citations from research-lookup)
• Variety in slide layouts (not all bullet lists)
• Story-driven flow with visual anchors
• Professional, polished appearance

Core Design Principles:

Visual-First Approach (CRITICAL):

• Start with visuals (figures, images, diagrams), add text as support
• Every slide should have STRONG visual element (figure, chart, photo, diagram)
• Text explains or complements visuals, not replaces them
• Think: "How can I show this, not just tell it?"
• Target: 60-70% visual content, 30-40% text

Simplicity with Impact:

• One main idea per slide
• MINIMAL text (3-4 bullets, 4-6 words each preferred)
• Generous white space (40-50% of slide)
• Clear visual focus
• Bold, confident design choices

Typography for Engagement:

• Sans-serif fonts (Arial, Calibri, Helvetica)
• LARGE fonts: 24-28pt for body text (not minimum 18pt)
• 36-44pt for slide titles (make bold)
• High contrast (minimum 4.5:1, prefer 7:1)
• Use size for hierarchy, not just weight

Color for Impact:

• MODERN color palettes (not default blue/gray)
• Consider your topic: biotech? vibrant colors. Physics? sleek darks. Health? warm tones.
• Limited palette (3-5 colors total)
• High contrast combinations
• Color-blind safe (avoid red-green combinations)
• Use color purposefully (not decoration)

Layout for Visual Interest:

• Vary layouts (not all bullet lists)
• Use two-column layouts (text + figure)
• Full-slide figures for key results
• Asymmetric compositions (more interesting than centered)
• Rule of thirds for focal points
• Consistent but not repetitive

3. Data Visualization for Slides

Adapt scientific figures for presentation context. For detailed guidance, refer to references/data_visualization_slides.md.

Key Differences from Journal Figures:

• Simplify, don't replicate
• Larger fonts (18-24pt minimum)
• Fewer panels (split across slides)
• Direct labeling (not legends)
• Emphasis through color and size
• Progressive disclosure for complex data

Visualization Best Practices:

• Bar charts: Comparing discrete categories
• Line graphs: Trends and trajectories
• Scatter plots: Relationships and correlations
• Heatmaps: Matrix data and patterns
• Network diagrams: Relationships and connections

Common Mistakes to Avoid:

• Tiny fonts (<18pt)
• Too many panels on one slide
• Complex legends
• Insufficient contrast
• Cluttered layouts

4. Talk-Specific Guidance

Different presentation contexts require different approaches. For comprehensive guidance on each type, refer to references/talk_types_guide.md.

Conference Talks (10-20 minutes):

• Structure: Brief intro → minimal methods → key results → quick conclusion
• Focus: 1-2 main findings only
• Style: Engaging, fast-paced, memorable
• Goal: Generate interest, network, get invited

Academic Seminars (45-60 minutes):

• Structure: Comprehensive coverage with detailed methods
• Focus: Multiple findings, depth of analysis
• Style: Scholarly, interactive, discussion-oriented
• Goal: Demonstrate expertise, get feedback, collaborate

Thesis Defenses (45-60 minutes):

• Structure: Complete dissertation overview, all studies
• Focus: Demonstrating mastery and independent thinking
• Style: Formal, comprehensive, prepared for interrogation
• Goal: Pass examination, defend research decisions

Grant Pitches (10-20 minutes):

• Structure: Problem → significance → approach → feasibility → impact
• Focus: Innovation, preliminary data, team qualifications
• Style: Persuasive, focused on outcomes and impact
• Goal: Secure funding, demonstrate viability

Journal Clubs (20-45 minutes):

• Structure: Context → methods → results → critical analysis
• Focus: Understanding and critiquing published work
• Style: Educational, critical, discussion-facilitating
• Goal: Learn, critique, discuss implications

5. Implementation Options

PowerPoint via PPTX Skill

Best for: Custom designs, data visualizations, template-based workflows

Reference: See document-skills/pptx/SKILL.md for complete documentation

Key Resources:

• assets/powerpoint_design_guide.md: Complete PowerPoint design guide
• PPTX skill's html2pptx.md: Programmatic creation workflow
• PPTX skill's scripts: rearrange.py, inventory.py, replace.py, thumbnail.py

Workflow:

1. Design HTML slides (for programmatic) or use templates
2. Create presentation using html2pptx or template editing
3. Add scientific content (figures, tables, equations)
4. Generate thumbnails for visual validation
5. Iterate based on visual inspection

LaTeX Beamer

Best for: Mathematical content, consistent formatting, version control

Reference: See references/beamer_guide.md for complete documentation

Templates Available:

• assets/beamer_template_conference.tex: 15-minute conference talk
• assets/beamer_template_seminar.tex: 45-minute academic seminar
• assets/beamer_template_defense.tex: Dissertation defense

Workflow:

1. Choose appropriate template
2. Customize theme and colors
3. Add content (LaTeX native: equations, code, algorithms)
4. Compile to PDF
5. Convert to images for visual validation

Advantages:

• Beautiful mathematics and equations
• Consistent, professional appearance
• Version control friendly (plain text)
• Excellent for algorithms and code
• Reproducible and programmatic

6. Visual Review and Iteration

Implement iterative improvement through visual inspection. For complete workflow, refer to references/visual_review_workflow.md.

Visual Validation Workflow:

Step 1: Generate PDF (if not already PDF)

• PowerPoint: Export as PDF
• Beamer: Compile LaTeX source

Step 2: Convert to Images

# Using the pdf_to_images script
python scripts/pdf_to_images.py presentation.pdf review/slide --dpi 150

# Or use pptx skill's thumbnail tool
python ../document-skills/pptx/scripts/thumbnail.py presentation.pptx review/thumb

Step 3: Systematic Inspection

Check each slide for:

• Text overflow: Text cut off at edges
• Element overlap: Text overlapping images or other text
• Font sizes: Text too small (<18pt)
• Contrast: Insufficient contrast between text and background
• Layout issues: Misalignment, poor spacing
• Visual quality: Pixelated images, poor rendering

Step 4: Document Issues

Create issue log:

Slide # | Issue Type | Description | Priority
--------|-----------|-------------|----------
3       | Text overflow | Bullet 4 extends beyond box | High
7       | Overlap | Figure overlaps with caption | High
12      | Font size | Axis labels too small | Medium

Step 5: Apply Fixes

Make corrections to source files:

• PowerPoint: Edit text boxes, resize elements
• Beamer: Adjust LaTeX code, recompile

Step 6: Re-Validate

Repeat Steps 1-5 until no critical issues remain.

Stopping Criteria:

• No text overflow
• No inappropriate overlaps
• All text readable (≥18pt equivalent)
• Adequate contrast (≥4.5:1)
• Professional appearance

7. Timing and Pacing

Ensure presentations fit allocated time. For comprehensive timing guidance, refer to assets/timing_guidelines.md.

The One-Slide-Per-Minute Rule:

• General guideline: ~1 slide per minute
• Adjust for complex slides (2-3 minutes)
• Adjust for simple slides (15-30 seconds)

Time Allocation:

• Introduction: 15-20%
• Methods: 15-20%
• Results: 40-50% (MOST TIME)
• Discussion: 15-20%
• Conclusion: 5%

Practice Requirements:

• 5-minute talk: Practice 5-7 times
• 15-minute talk: Practice 3-5 times
• 45-minute talk: Practice 3-4 times
• Defense: Practice 4-6 times

Timing Checkpoints:

For 15-minute talk:

• 3-4 minutes: Finishing introduction
• 7-8 minutes: Halfway through results
• 12-13 minutes: Starting conclusions

Emergency Strategies:

• Running behind: Skip backup slides (prepare in advance)
• Running ahead: Expand examples, slow slightly
• Never skip conclusions

8. Validation and Quality Assurance

Automated Validation:

# Validate slide count, timing, file size
python scripts/validate_presentation.py presentation.pdf --duration 15

# Generates report on:
# - Slide count vs. recommended range
# - File size warnings
# - Slide dimensions
# - Font size issues (PowerPoint)
# - Compilation success (Beamer)

Manual Validation Checklist:

• Slide count appropriate for duration
• Title slide complete (name, affiliation, date)
• Clear narrative flow
• One main idea per slide
• Font sizes ≥18pt (preferably 24pt+)
• High contrast colors
• Figures large and readable
• No text overflow or element overlap
• Consistent design throughout
• Slide numbers present
• Contact info on final slide
• Backup slides prepared
• Tested on projector (if possible)

Workflow for Presentation Development

Stage 1: Planning (Before Creating Slides)

Define Context:

1. What type of talk? (Conference, seminar, defense, etc.)
2. How long? (Duration in minutes)
3. Who is the audience? (Specialists, general, mixed)
4. What's the venue? (Room size, A/V setup, virtual/in-person)
5. What happens after? (Q&A, discussion, networking)

Research and Literature Review (Use research-lookup skill):

1. Search for background literature: Find 5-10 key papers establishing context
2. Identify knowledge gaps: Use research-lookup to find what's unknown
3. Locate comparison studies: Find papers with similar methods or results
4. Gather supporting citations: Collect papers supporting your interpretations
5. Build reference list: Create .bib file or citation list for slides
6. Note key findings to cite: Document specific results to reference

Develop Content Outline:

1. Identify 1-3 core messages
2. Select key findings to present
3. Choose essential figures (typically 3-6 for 15-min talk)
4. Plan narrative arc with proper citations
5. Allocate time by section

Example Outline for 15-Minute Talk:

1. Title (30 sec)
2. Hook: Compelling problem (60 sec) [Cite 1-2 papers via research-lookup]
3. Background (90 sec) [Cite 3-4 key papers establishing context]
4. Research question (45 sec) [Cite papers showing gap]
5. Methods overview (2 min)
6-8. Main result 1 (3 min, 3 slides)
9-10. Main result 2 (2 min, 2 slides)
11-12. Result 3 or validation (2 min, 2 slides)
13-14. Discussion and implications (2 min) [Compare to 2-3 prior studies]
15. Conclusions (45 sec)
16. Acknowledgments (15 sec)

NOTE: Use research-lookup to find papers for background (slides 2-4) 
and discussion (slides 13-14) BEFORE creating slides.

Stage 2: Design and Creation

Choose Implementation Method:

Option A: PowerPoint (via PPTX skill)

1. Read assets/powerpoint_design_guide.md
2. Read document-skills/pptx/SKILL.md
3. Choose approach (programmatic or template-based)
4. Create master slides with consistent design
5. Build presentation following outline

Option B: LaTeX Beamer

1. Read references/beamer_guide.md
2. Select appropriate template from assets/
3. Customize theme and colors
4. Write content in LaTeX
5. Compile to PDF

Design Considerations (Make It Visually Appealing):

• Select MODERN color palette: Match your topic (biotech=vibrant, physics=sleek, health=warm)
  • Use pptx skill's color palette examples (Teal & Coral, Bold Red, Deep Purple & Emerald, etc.)
  • NOT just default blue/gray themes
  • 3-5 colors with high contrast
• Choose clean fonts: Sans-serif, large sizes (24pt+ body)
• Plan visual elements: What images, diagrams, icons for each slide?
• Create varied layouts: Mix full-figure, two-column, text-overlay (not all bullets)
• Design section dividers: Visual breaks with striking graphics
• Plan animations/builds: Control information flow for complex slides
• Add visual interest: Background images, color blocks, shapes, icons

Stage 3: Content Development

Populate Slides (Visual-First Strategy):

1. Start with visuals: Plan which figures, images, diagrams for each key point
2. Use research-lookup extensively: Find 8-15 papers for proper citations
3. Create visual backbone first: Add all figures, charts, images, diagrams
4. Add minimal text as support: Bullet points complement visuals, don't replace them
5. Design section dividers: Visual breaks with images or graphics (not just text)
6. Polish title/closing: Make visually striking, include contact info
7. Add transitions/builds: Control information flow

VISUAL CONTENT REQUIREMENTS (Make Slides Engaging):

• Images: Use high-quality photos, illustrations, conceptual graphics
• Icons: Visual representations of concepts (not decoration)
• Diagrams: Flowcharts, schematics, process diagrams
• Figures: Simplified research figures with LARGE labels (18-24pt)
• Charts: Clean data visualizations with clear messages
• Graphics: Visual metaphors, conceptual illustrations
• Color blocks: Use colored shapes to organize content visually
• Target: MINIMUM 1-2 strong visual elements per slide

Scientific Content (Research-Backed):

• Citations: Use research-lookup EXTENSIVELY to find relevant papers
  • Introduction: Cite 3-5 papers establishing context and gap
  • Background: Show key prior work visually (not just cite)
  • Discussion: Cite 3-5 papers for comparison with your results
  • Use author-year format (Smith et al., 2023) for readability
  • Citations establish credibility and scientific rigor
• Figures: Simplified from papers, LARGE labels (18-24pt minimum)
• Equations: Large, clear, explain each term (use sparingly)
• Tables: Minimal, highlight key comparisons (not data dumps)
• Code/Algorithms: Use syntax highlighting, keep brief

Text Guidelines (Less is More):

• Bullet points, NEVER paragraphs
• 3-4 bullets per slide (max 6 only if essential)
• 4-6 words per bullet (shorter than 6×6 rule)
• Key terms in bold
• Text is SUPPORTING ROLE, visuals are stars
• Use builds to control pacing

Stage 4: Visual Validation

Generate Images:

# Convert PDF to images
python scripts/pdf_to_images.py presentation.pdf review/slides

# Or create thumbnail grid
python ../document-skills/pptx/scripts/thumbnail.py presentation.pptx review/grid

Systematic Review:

1. View each slide image
2. Check against issue checklist
3. Document problems with slide numbers
4. Test readability from distance (view at 50% size)

Common Issues to Fix:

• Text extending beyond boundaries
• Figures overlapping with text
• Font sizes too small
• Poor contrast
• Misalignment

Iteration:

1. Fix identified issues in source
2. Regenerate PDF/presentation
3. Convert to images again
4. Re-inspect
5. Repeat until clean

Stage 5: Practice and Refinement

Practice Schedule:

• Run 1: Rough draft (will run long)
• Run 2: Smooth transitions
• Run 3: Exact timing
• Run 4: Final polish
• Run 5+: Maintenance (day before, morning of)

What to Practice:

• Full talk with timer
• Difficult explanations
• Transitions between sections
• Opening and closing (until flawless)
• Anticipated questions

Refinement Based on Practice:

• Cut slides if running over
• Expand explanations if unclear
• Adjust wording for clarity
• Mark timing checkpoints
• Prepare backup slides

Stage 6: Final Preparation

Technical Checks:

• Multiple copies saved (laptop, cloud, USB)
• Works on presentation computer
• Adapters/cables available
• Backup PDF version
• Tested with projector (if possible)

Content Final:

• No typos or errors
• All figures high quality
• Slide numbers correct
• Contact info on final slide
• Backup slides ready

Delivery Prep:

• Notes prepared (if using)
• Timer/phone ready
• Water available
• Business cards/handouts
• Comfortable with material (3+ practices)

Integration with Other Skills

Research Lookup (Critical for Scientific Presentations):

• Background development: Search literature to build introduction context
• Citation gathering: Find key papers to cite in your talk
• Gap identification: Identify what's unknown to motivate research
• Prior work comparison: Find papers to compare your results against
• Supporting evidence: Locate literature supporting your interpretations
• Question preparation: Find papers that might inform Q&A responses
• Always use research-lookup when developing any scientific presentation to ensure proper context and citations

Scientific Writing:

• Convert paper content to presentation format
• Extract key findings and simplify
• Use same figures (but redesigned for slides)
• Maintain consistent terminology

PPTX Skill:

• Use for PowerPoint creation and editing
• Leverage scripts for template workflows
• Use thumbnail generation for validation
• Reference html2pptx for programmatic creation

Data Visualization:

• Create presentation-appropriate figures
• Simplify complex visualizations
• Ensure readability from distance
• Use progressive disclosure

Common Pitfalls to Avoid

Content Mistakes

Dry, Boring Presentations (CRITICAL TO AVOID):

• Problem: Text-heavy slides with no visual interest, missing research context
• Signs: All bullet points, no images, default templates, no citations
• Solution:
  • Use research-lookup to find 8-15 papers for credible context
  • Add high-quality visuals to EVERY slide (figures, photos, diagrams, icons)
  • Choose modern color palette reflecting your topic
  • Vary slide layouts (not all bullet lists)
  • Tell a story with visuals, use text sparingly

Too Much Content:

• Problem: Trying to include everything from paper
• Solution: Focus on 1-2 key findings for short talks, show visually

Too Much Text:

• Problem: Full paragraphs on slides, dense bullet points, reading verbatim
• Solution: 3-4 bullets with 4-6 words each, let visuals carry the message

Missing Research Context:

• Problem: No citations, claims without support, unclear positioning
• Solution: Use research-lookup to find papers, cite 3-5 in intro, 3-5 in discussion

Poor Narrative:

• Problem: Jumping between topics, no clear story, no flow
• Solution: Follow story arc, use visual transitions, maintain thread

Rushing Through Results:

• Problem: Brief methods, brief results, long discussion
• Solution: Spend 40-50% of time on results, show data visually

Design Mistakes

Generic, Default Appearance:

• Problem: Using default PowerPoint/Beamer themes without customization, looks dated
• Solution: Choose modern color palette, customize fonts/layouts, add visual personality

Text-Heavy, Visual-Poor:

• Problem: All bullet point slides, no images or graphics, boring to look at
• Solution: Add figures, photos, diagrams, icons to EVERY slide, make visually interesting

Small Fonts:

• Problem: Body text <18pt, unreadable from back, looks unprofessional
• Solution: 24-28pt for body (not just 18pt minimum), 36-44pt for titles

Low Contrast:

• Problem: Light text on light background, poor visibility, hard to read
• Solution: High contrast (7:1 preferred, not just 4.5:1 minimum), test with contrast checker

Cluttered Slides:

• Problem: Too many elements, no white space, overwhelming
• Solution: One idea per slide, 40-50% white space, generous spacing

Inconsistent Formatting:

• Problem: Different fonts, colors, layouts slide-to-slide, looks amateurish
• Solution: Use master slides, maintain design system, professional consistency

Missing Visual Hierarchy:

• Problem: Everything same size and color, no emphasis, unclear focus
• Solution: Size differences (titles large, body medium), color for emphasis, clear focal point

Timing Mistakes

Not Practicing:

• Problem: First time through is during presentation
• Solution: Practice minimum 3 times with timer

No Time Checkpoints:

• Problem: Don't realize running behind until too late
• Solution: Set 3-4 checkpoints, monitor throughout

Going Over Time:

• Problem: Extremely unprofessional, cuts into Q&A
• Solution: Practice to exact time, prepare Plan B (slides to skip)

Skipping Conclusions:

• Problem: Running out of time, rush through or skip ending
• Solution: Never skip conclusions, cut earlier content instead

Tools and Scripts

Validation Scripts

validate_presentation.py:

python scripts/validate_presentation.py presentation.pdf --duration 15

# Checks:
# - Slide count vs. recommended range
# - File size warnings
# - Slide dimensions
# - Font sizes (PowerPoint)
# - Compilation (Beamer)

pdf_to_images.py:

python scripts/pdf_to_images.py presentation.pdf output/slide --dpi 150

# Converts PDF to images for visual inspection
# Supports: JPG, PNG
# Adjustable DPI
# Page range selection

PPTX Skill Scripts

From document-skills/pptx/scripts/:

• thumbnail.py: Create thumbnail grids
• rearrange.py: Duplicate and reorder slides
• inventory.py: Extract text content
• replace.py: Update text programmatically

External Tools

Recommended:

• PDF viewer: For reviewing presentations
• Color contrast checker: WebAIM Contrast Checker
• Color blindness simulator: Coblis
• Timer app: For practice sessions
• Screen recorder: For self-review

Reference Files

Comprehensive guides for specific aspects:

• references/presentation_structure.md: Detailed structure for all talk types, timing allocation, opening/closing strategies, transition techniques
• references/slide_design_principles.md: Typography, color theory, layout, accessibility, visual hierarchy, design workflow
• references/data_visualization_slides.md: Simplifying figures, chart types, progressive disclosure, common mistakes, recreation workflow
• references/talk_types_guide.md: Specific guidance for conferences, seminars, defenses, grants, journal clubs, with examples
• references/beamer_guide.md: Complete LaTeX Beamer documentation, themes, customization, advanced features, compilation
• references/visual_review_workflow.md: PDF to images conversion, systematic inspection, issue documentation, iterative improvement

Assets

Templates

• assets/beamer_template_conference.tex: 15-minute conference talk template
• assets/beamer_template_seminar.tex: 45-minute academic seminar template
• assets/beamer_template_defense.tex: Dissertation defense template

Guides

• assets/powerpoint_design_guide.md: Complete PowerPoint design and implementation guide
• assets/timing_guidelines.md: Comprehensive timing, pacing, and practice strategies

Quick Start Guide

For a 15-Minute Conference Talk

1. Research & Plan (45 minutes):

   • Use research-lookup to find 8-12 relevant papers for citations
   • Build reference list (background, comparison studies)
   • Outline content (intro → methods → 2-3 key results → conclusion)
   • Select 3-6 key figures and identify visual elements for each slide
   • Choose modern color palette matching your topic (see pptx skill examples)
   • Target 15-18 slides

2. Design & Create (2-3 hours):

   • Choose PowerPoint (pptx skill) or Beamer (use template)
   • Select modern, topic-appropriate color scheme (NOT default themes)
   • Visual-first approach: Add figures, images, diagrams to EVERY slide
   • Minimal text with large fonts (24-28pt body, 36-44pt titles)
   • Add citations from research-lookup to intro and discussion slides
   • Vary layouts (full-figure, two-column, visual overlays)
   • Emphasize results visually (6-8 slides, figure-focused)

3. Validate (30 minutes):

   • Convert to images: python scripts/pdf_to_images.py talk.pdf review/s
   • Check for text overflow, overlaps, small fonts
   • Fix issues and regenerate

4. Practice (2-3 hours):

   • Practice 3-5 times with timer
   • Aim for 13-14 minutes (leave buffer)
   • Record yourself, watch playback
   • Prepare for questions (use research-lookup to anticipate)

5. Finalize (30 minutes):

   • Create backup slides with extra citations
   • Save multiple copies
   • Test on presentation computer
   • Prepare notes if needed

Total time: ~7-9 hours for quality presentation with proper literature context

Summary: Key Principles

1. Visual-First Design: Every slide needs strong visual element (figure, image, diagram) - avoid text-only slides
2. Research-Backed: Use research-lookup to find 8-15 papers, cite 3-5 in intro, 3-5 in discussion
3. Modern Aesthetics: Choose contemporary color palette matching topic, not default themes
4. Minimal Text: 3-4 bullets, 4-6 words each (24-28pt font), let visuals tell story
5. Structure: Follow story arc, spend 40-50% on results
6. High Contrast: 7:1 preferred for professional appearance
7. Varied Layouts: Mix full-figure, two-column, visual overlays (not all bullets)
8. Timing: Practice 3-5 times, ~1 slide per minute, never skip conclusions
9. Validation: Visual review workflow to catch overflow and overlap
10. White Space: 40-50% of slide empty for visual breathing room

Remember:

• Boring = Forgotten: Dry, text-heavy slides fail to communicate your science
• Visual + Research = Impact: Combine compelling visuals with research-backed context
• You are the presentation, slides are visual support: They should enhance, not replace your talk