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skills/FreedomIntelligence/OpenClaw-Medical-Skills/latex-posters

latex-posters

1
FreedomIntelligence/OpenClaw-Medical-Skills·Research·Audit pending·Snapshot 5141114f53ec

Summary

This source did not publish a separate summary. Review SKILL.md before using the skill.

SKILL.md

LaTeX Research Posters

Overview

Research posters are a critical medium for scientific communication at conferences, symposia, and academic events. This skill provides comprehensive guidance for creating professional, visually appealing research posters using LaTeX packages. Generate publication-quality posters with proper layout, typography, color schemes, and visual hierarchy.

When to Use This Skill

This skill should be used when:

  • Creating research posters for conferences, symposia, or poster sessions
  • Designing academic posters for university events or thesis defenses
  • Preparing visual summaries of research for public engagement
  • Converting scientific papers into poster format
  • Creating template posters for research groups or departments
  • Designing posters that comply with specific conference size requirements (A0, A1, 36×48", etc.)
  • Building posters with complex multi-column layouts
  • Integrating figures, tables, equations, and citations in poster format

AI-Powered Visual Element Generation

STANDARD WORKFLOW: Generate ALL major visual elements using AI before creating the LaTeX poster.

This is the recommended approach for creating visually compelling posters:

  1. Plan all visual elements needed (title, intro, methods, results, conclusions)
  2. Generate each element using scientific-schematics or Nano Banana Pro
  3. Assemble generated images in the LaTeX template
  4. Add text content around the visuals

Target: 60-70% of poster area should be AI-generated visuals, 30-40% text.


CRITICAL: Preventing Content Overflow

⚠️ POSTERS MUST NOT HAVE TEXT OR CONTENT CUT OFF AT EDGES.

Common Overflow Problems:

  1. Title/footer text extending beyond page boundaries
  2. Too many sections crammed into available space
  • Figures placed too close to edges
  • Text blocks exceeding column widths
  • Prevention Rules:

    1. Limit Content Sections (MAXIMUM 5-6 sections for A0):

    ✅ GOOD - 5 sections with room to breathe:
       - Title/Header
       - Introduction/Problem
       - Methods
       - Results (1-2 key findings)
       - Conclusions
    
    ❌ BAD - 8+ sections crammed together:
       - Overview, Introduction, Background, Methods, 
       - Results 1, Results 2, Discussion, Conclusions, Future Work
    

    2. Set Safe Margins in LaTeX:

    % tikzposter - add generous margins
    \documentclass[25pt, a0paper, portrait, margin=25mm]{tikzposter}
    
    % baposter - ensure content doesn't touch edges
    \begin{poster}{
      columns=3,
      colspacing=2em,           % Space between columns
      headerheight=0.1\textheight,  % Smaller header
      % Leave space at bottom
    }
    

    3. Figure Sizing - Never 100% Width:

    % Leave margins around figures
    \includegraphics[width=0.85\linewidth]{figure.png}  % NOT 1.0\linewidth
    

    4. Check for Overflow Before Printing:

    # Compile and check PDF at 100% zoom
    pdflatex poster.tex
    
    # Look for:
    # - Text cut off at any edge
    # - Content touching page boundaries  
    # - Overfull hbox warnings in .log file
    grep -i "overfull" poster.log
    

    5. Word Count Limits:

    • A0 poster: 300-800 words MAXIMUM
    • Per section: 50-100 words maximum
    • If you have more content: Cut it or make a handout

    CRITICAL: Poster-Size Font Requirements

    ⚠️ ALL text within AI-generated visualizations MUST be poster-readable.

    When generating graphics for posters, you MUST include font size specifications in EVERY prompt. Poster graphics are viewed from 4-6 feet away, so text must be LARGE.

    ⚠️ COMMON PROBLEM: Content Overflow and Density

    The #1 issue with AI-generated poster graphics is TOO MUCH CONTENT. This causes:

    • Text overflow beyond boundaries
    • Unreadable small fonts
    • Cluttered, overwhelming visuals
    • Poor white space usage

    SOLUTION: Generate SIMPLE graphics with MINIMAL content.

    MANDATORY prompt requirements for EVERY poster graphic:

    POSTER FORMAT REQUIREMENTS (STRICTLY ENFORCE):
    - ABSOLUTE MAXIMUM 3-4 elements per graphic (3 is ideal)
    - ABSOLUTE MAXIMUM 10 words total in the entire graphic
    - NO complex workflows with 5+ steps (split into 2-3 simple graphics instead)
    - NO multi-level nested diagrams (flatten to single level)
    - NO case studies with multiple sub-sections (one key point per case)
    - ALL text GIANT BOLD (80pt+ for labels, 120pt+ for key numbers)
    - High contrast ONLY (dark on white OR white on dark, NO gradients with text)
    - MANDATORY 50% white space minimum (half the graphic should be empty)
    - Thick lines only (5px+ minimum), large icons (200px+ minimum)
    - ONE SINGLE MESSAGE per graphic (not 3 related messages)
    

    ⚠️ BEFORE GENERATING: Review your prompt and count elements

    • If your description has 5+ items → STOP. Split into multiple graphics
    • If your workflow has 5+ stages → STOP. Show only 3-4 high-level steps
    • If your comparison has 4+ methods → STOP. Show only top 3 or Our vs Best Baseline

    Content limits per graphic type (STRICT):

    Graphic TypeMax ElementsMax WordsReject IfGood Example
    Flowchart3-4 boxes MAX8 words5+ stages, nested steps"DISCOVER → VALIDATE → APPROVE" (3 words)
    Key findings3 items MAX9 words4+ metrics, paragraphs"95% ACCURATE" "2X FASTER" "FDA READY" (6 words)
    Comparison chart3 bars MAX6 words4+ methods, legend text"OURS: 95%" "BEST: 85%" (4 words)
    Case study1 case, 3 elements6 wordsMultiple cases, substoriesLogo + "18 MONTHS" + "to discovery" (2 words)
    Timeline3-4 points MAX8 wordsYear-by-year detail"2020 START" "2022 TRIAL" "2024 APPROVED" (6 words)

    Example - WRONG (7-stage workflow - TOO COMPLEX):

    # ❌ BAD - This creates tiny unreadable text like the drug discovery poster
    python scripts/generate_schematic.py "Drug discovery workflow showing: Stage 1 Target Identification, Stage 2 Molecular Synthesis, Stage 3 Virtual Screening, Stage 4 AI Lead Optimization, Stage 5 Clinical Trial Design, Stage 6 FDA Approval. Include success metrics, timelines, and validation steps for each stage." -o figures/workflow.png
    # Result: 7+ stages with tiny text, unreadable from 6 feet - POSTER FAILURE
    

    Example - CORRECT (simplified to 3 key stages):

    # ✅ GOOD - Same content, split into ONE simple high-level graphic
    python scripts/generate_schematic.py "POSTER FORMAT for A0. ULTRA-SIMPLE 3-box workflow: 'DISCOVER' → 'VALIDATE' → 'APPROVE'. Each word in GIANT bold (120pt+). Thick arrows (10px). 60% white space. NO substeps, NO details. 3 words total. Readable from 10 feet." -o figures/workflow_overview.png
    # Result: Clean, impactful, readable - can add detail graphics separately if needed
    

    Example - WRONG (complex case studies with multiple sections):

    # ❌ BAD - Creates cramped unreadable sections
    python scripts/generate_schematic.py "Case studies: Insilico Medicine (drug candidate, discovery time, clinical trials), Recursion Pharma (platform, methodology, results), Exscientia (drug candidates, FDA status, timeline). Include company logos, metrics, and outcomes." -o figures/cases.png
    # Result: 3 case studies with 4+ elements each = 12+ total elements, tiny text
    

    Example - CORRECT (one case study, one key metric):

    # ✅ GOOD - Show ONE case with ONE key number
    python scripts/generate_schematic.py "POSTER FORMAT for A0. ONE case study card: Company logo (large), '18 MONTHS' in GIANT text (150pt), 'to discovery' below (60pt). 3 elements total: logo + number + caption. 50% white space. Readable from 10 feet." -o figures/case_single.png
    # Result: Clear, readable, impactful. Make 3 separate graphics if you need 3 cases.
    

    Example - WRONG (key findings too complex):

    # BAD - too many items, too much detail
    python scripts/generate_schematic.py "Key findings showing 8 metrics: accuracy 95%, precision 92%, recall 94%, F1 0.93, AUC 0.97, training time 2.3 hours, inference 50ms, model size 145MB with comparison to 5 baseline methods" -o figures/findings.png
    # Result: Cramped graphic with tiny numbers
    

    Example - CORRECT (key findings simple):

    # GOOD - only 3 key items, giant numbers
    python scripts/generate_schematic.py "POSTER FORMAT for A0. KEY FINDINGS with ONLY 3 large cards. Card 1: '95%' in GIANT text (120pt) with 'ACCURACY' below (48pt). Card 2: '2X' in GIANT text with 'FASTER' below. Card 3: checkmark icon with 'VALIDATED' in large text. 50% white space. High contrast colors. NO other text or details." -o figures/findings.png
    # Result: Bold, readable impact statement
    

    Font size reference for poster prompts:

    ElementMinimum SizePrompt Keywords
    Main numbers/metrics72pt+"huge", "very large", "giant", "poster-size"
    Section titles60pt+"large bold", "prominent"
    Labels/captions36pt+"readable from 6 feet", "clear labels"
    Body text24pt+"poster-readable", "large text"

    Always include in prompts:

    • "POSTER FORMAT" or "for A0 poster" or "readable from 6 feet"
    • "VERY LARGE TEXT" or "huge bold fonts"
    • Specific text that should appear (so it's baked into the image)
    • "minimal text, maximum impact"
    • "high contrast" for readability
    • "generous margins" and "no text near edges"

    CRITICAL: AI-Generated Graphic Sizing

    ⚠️ Each AI-generated graphic should focus on ONE concept with MINIMAL content.

    Problem: Generating complex diagrams with many elements leads to small text.

    Solution: Generate SIMPLE graphics with FEW elements and LARGE text.

    Example - WRONG (too complex, text will be small):

    # BAD - too many elements in one graphic
    python scripts/generate_schematic.py "Complete ML pipeline showing data collection, 
    preprocessing with 5 steps, feature engineering with 8 techniques, model training 
    with hyperparameter tuning, validation with cross-validation, and deployment with 
    monitoring. Include all labels and descriptions." -o figures/pipeline.png
    

    Example - CORRECT (simple, focused, large text):

    # GOOD - split into multiple simple graphics with large text
    
    # Graphic 1: High-level overview (3-4 elements max)
    python scripts/generate_schematic.py "POSTER FORMAT for A0: Simple 4-step pipeline. 
    Four large boxes: DATA → PROCESS → MODEL → RESULTS. 
    GIANT labels (80pt+), thick arrows, lots of white space. 
    Only 4 words total. Readable from 8 feet." -o figures/overview.png
    
    # Graphic 2: Key result (1 metric highlighted)
    python scripts/generate_schematic.py "POSTER FORMAT for A0: Single key metric display.
    Giant '95%' text (150pt+) with 'ACCURACY' below (60pt+).
    Checkmark icon. Minimal design, high contrast.
    Readable from 10 feet." -o figures/accuracy.png
    

    Rules for AI-generated poster graphics:

    RuleLimitReason
    Elements per graphic3-5 maximumMore elements = smaller text
    Words per graphic10-15 maximumMinimal text = larger fonts
    Flowchart steps4-5 maximumKeeps labels readable
    Chart categories3-4 maximumPrevents crowding
    Nested levels1-2 maximumAvoids complexity

    Split complex content into multiple simple graphics:

    Instead of 1 complex diagram with 12 elements:
    → Create 3 simple diagrams with 4 elements each
    → Each graphic can have LARGER text
    → Arrange in poster with clear visual flow
    

    Step 0: MANDATORY Pre-Generation Review (DO THIS FIRST)

    ⚠️ BEFORE generating ANY graphics, review your content plan:

    For EACH planned graphic, ask these questions:

    1. Element count: Can I describe this in 3-4 items or less?

      • ❌ NO → Simplify or split into multiple graphics
      • ✅ YES → Continue
    2. Complexity check: Is this a multi-stage workflow (5+ steps) or nested diagram?

      • ❌ YES → Flatten to 3-4 high-level steps only
      • ✅ NO → Continue
    3. Word count: Can I describe all text in 10 words or less?

      • ❌ NO → Cut text, use single-word labels
      • ✅ YES → Continue
    4. Message clarity: Does this graphic convey ONE clear message?

      • ❌ NO → Split into multiple focused graphics
      • ✅ YES → Continue to generation

    Common patterns that ALWAYS fail (reject these):

    • "Show stages 1 through 7..." → Split into high-level overview (3 stages) + detail graphics
    • "Multiple case studies..." → One case per graphic
    • "Timeline from 2015 to 2024 with annual milestones..." → Show only 3-4 key years
    • "Comparison of 6 methods..." → Show only top 3 or Our method vs Best baseline
    • "Architecture with all layers and connections..." → High-level only (3-4 components)

    Step 1: Plan Your Poster Elements

    After passing the pre-generation review, identify visual elements needed:

    1. Title Block - Stylized title with institutional branding (optional - can be LaTeX text)
    2. Introduction Graphic - Conceptual overview (3 elements max)
    3. Methods Diagram - High-level workflow (3-4 steps max)
    4. Results Figures - Key findings (3 metrics max per figure, may need 2-3 separate figures)
    5. Conclusion Graphic - Summary visual (3 takeaways max)
    6. Supplementary Icons - Simple icons, QR codes, logos (minimal)

    Step 2: Generate Each Element (After Pre-Generation Review)

    ⚠️ CRITICAL: Review Step 0 checklist before proceeding.

    Use the appropriate tool for each element type:

    For Schematics and Diagrams (scientific-schematics):

    # Create figures directory
    mkdir -p figures
    
    # Drug discovery workflow - HIGH-LEVEL ONLY, 3 stages
    # BAD: "Stage 1: Target ID, Stage 2: Molecular Synthesis, Stage 3: Virtual Screening, Stage 4: AI Lead Opt..."
    # GOOD: Collapse to 3 mega-stages
    python scripts/generate_schematic.py "POSTER FORMAT for A0. ULTRA-SIMPLE 3-box workflow: 'DISCOVER' (120pt bold) → 'VALIDATE' (120pt bold) → 'APPROVE' (120pt bold). Thick arrows (10px). 60% white space. ONLY these 3 words. NO substeps. Readable from 12 feet." -o figures/workflow_simple.png
    
    # System architecture - MAXIMUM 3 components
    python scripts/generate_schematic.py "POSTER FORMAT for A0. ULTRA-SIMPLE 3-component stack: 'DATA' box (120pt) → 'AI MODEL' box (120pt) → 'PREDICTION' box (120pt). Thick vertical arrows. 60% white space. 3 words only. Readable from 12 feet." -o figures/architecture.png
    
    # Timeline - ONLY 3 key milestones (not year-by-year)
    # BAD: "2018, 2019, 2020, 2021, 2022, 2023, 2024 with events"
    # GOOD: Only 3 breakthrough moments
    python scripts/generate_schematic.py "POSTER FORMAT for A0. Timeline with ONLY 3 points: '2018' + icon, '2021' + icon, '2024' + icon. GIANT years (120pt). Large icons. 60% white space. NO connecting lines or details. Readable from 12 feet." -o figures/timeline.png
    
    # Case study - ONE case, ONE key metric
    # BAD: "3 case studies: Insilico (details), Recursion (details), Exscientia (details)"
    # GOOD: ONE case with ONE number
    python scripts/generate_schematic.py "POSTER FORMAT for A0. ONE case study: Large logo + '18 MONTHS' (150pt bold) + 'to discovery' (60pt). 3 elements total. 60% white space. Readable from 12 feet." -o figures/case1.png
    
    # If you need 3 cases → make 3 separate simple graphics (not one complex graphic)
    

    For Stylized Blocks and Graphics (Nano Banana Pro):

    # Title block - SIMPLE
    python scripts/generate_schematic.py "POSTER FORMAT for A0. Title block: 'ML FOR DRUG DISCOVERY' in HUGE bold text (120pt+). Dark blue background. ONE subtle icon. NO other text. 40% white space. Readable from 15 feet." -o figures/title_block.png
    
    # Introduction visual - SIMPLE, 3 elements only
    python scripts/generate_schematic.py "POSTER FORMAT for A0. SIMPLE problem visual with ONLY 3 icons: drug icon, arrow, target icon. ONE label per icon (80pt+). 50% white space. NO detailed text. Readable from 8 feet." -o figures/intro_visual.png
    
    # Conclusion/summary - ONLY 3 items, GIANT numbers
    python scripts/generate_schematic.py "POSTER FORMAT for A0. KEY FINDINGS with EXACTLY 3 cards only. Card 1: '95%' (150pt font) with 'ACCURACY' (60pt). Card 2: '2X' (150pt) with 'FASTER' (60pt). Card 3: checkmark icon with 'READY' (60pt). 50% white space. NO other text. Readable from 10 feet." -o figures/conclusions_graphic.png
    
    # Background visual - SIMPLE, 3 icons only
    python scripts/generate_schematic.py "POSTER FORMAT for A0. SIMPLE visual with ONLY 3 large icons in a row: problem icon → challenge icon → impact icon. ONE word label each (80pt+). 50% white space. NO detailed text. Readable from 8 feet." -o figures/background_visual.png
    

    For Data Visualizations - SIMPLE, 3 bars max:

    # SIMPLE chart with ONLY 3 bars, GIANT labels
    python scripts/generate_schematic.py "POSTER FORMAT for A0. SIMPLE bar chart with ONLY 3 bars: BASELINE (70%), EXISTING (85%), OURS (95%). GIANT percentage labels ON the bars (100pt+). NO axis labels, NO legend, NO gridlines. Our bar highlighted in different color. 40% white space. Readable from 8 feet." -o figures/comparison_chart.png
    

    Step 2b: MANDATORY Post-Generation Review (Before Assembly)

    ⚠️ CRITICAL: Review EVERY generated graphic before adding to poster.

    For each generated figure, open at 25% zoom and check:

    1. ✅ PASS criteria (all must be true):

      • Can read ALL text clearly at 25% zoom
      • Count elements: 3-4 or fewer
      • White space: 50%+ of image is empty
      • Simple enough to understand in 2 seconds
      • NOT a complex workflow with 5+ stages
      • NOT multiple nested sections
    2. ❌ FAIL criteria (regenerate if ANY are true):

      • Text is small or hard to read at 25% zoom → REGENERATE with "150pt+" fonts
      • More than 4 elements → REGENERATE with "ONLY 3 elements"
      • Less than 50% white space → REGENERATE with "60% white space"
      • Complex multi-stage workflow → SPLIT into 2-3 simple graphics
      • Multiple case studies cramped together → SPLIT into separate graphics
      • Takes more than 3 seconds to understand → SIMPLIFY and regenerate

    Common failures and fixes:

    • "7-stage workflow with tiny text" → Regenerate as "3 high-level stages only"
    • "3 case studies in one graphic" → Generate 3 separate simple graphics
    • "Timeline with 8 years" → Regenerate with "ONLY 3 key milestones"
    • "Comparison of 5 methods" → Regenerate with "ONLY Our method vs Best baseline (2 bars)"

    DO NOT PROCEED to assembly if ANY graphic fails the checks above.

    Step 3: Assemble in LaTeX Template

    After all figures pass the post-generation review, include them in your poster template:

    tikzposter example:

    \documentclass[25pt, a0paper, portrait]{tikzposter}
    
    \begin{document}
    
    \maketitle
    
    \begin{columns}
    \column{0.5}
    
    \block{Introduction}{
      \centering
      \includegraphics[width=0.85\linewidth]{figures/intro_visual.png}
      
      \vspace{0.5em}
      Brief context text here (2-3 sentences max).
    }
    
    \block{Methods}{
      \centering
      \includegraphics[width=0.9\linewidth]{figures/methods_flowchart.png}
    }
    
    \column{0.5}
    
    \block{Results}{
      \begin{minipage}{0.48\linewidth}
        \centering
        \includegraphics[width=\linewidth]{figures/result_1.png}
      \end{minipage}
      \hfill
      \begin{minipage}{0.48\linewidth}
        \centering
        \includegraphics[width=\linewidth]{figures/result_2.png}
      \end{minipage}
      
      \vspace{0.5em}
      Key findings in 3-4 bullet points.
    }
    
    \block{Conclusions}{
      \centering
      \includegraphics[width=0.8\linewidth]{figures/conclusions_graphic.png}
    }
    
    \end{columns}
    
    \end{document}
    

    baposter example:

    \headerbox{Methods}{name=methods,column=0,row=0}{
      \centering
      \includegraphics[width=0.95\linewidth]{figures/methods_flowchart.png}
    }
    
    \headerbox{Results}{name=results,column=1,row=0}{
      \includegraphics[width=\linewidth]{figures/comparison_chart.png}
      \vspace{0.3em}
      
      Key finding: Our method achieves 92% accuracy.
    }
    

    Example: Complete Poster Generation Workflow

    Full workflow with ALL quality checks:

    # STEP 0: Pre-Generation Review (MANDATORY)
    # Content plan: Drug discovery poster
    # - Workflow: 7 stages → ❌ TOO MANY → Reduce to 3 mega-stages ✅
    # - 3 case studies → ❌ TOO MANY → One case per graphic (make 3 graphics) ✅
    # - Timeline 2018-2024 → ❌ TOO DETAILED → Only 3 key years ✅
    
    # STEP 1: Create figures directory
    mkdir -p figures
    
    # STEP 2: Generate ULTRA-SIMPLE graphics with strict limits
    
    # Workflow - HIGH-LEVEL ONLY (collapsed from 7 stages to 3)
    python scripts/generate_schematic.py "POSTER FORMAT for A0. ULTRA-SIMPLE 3-box workflow: 'DISCOVER' → 'VALIDATE' → 'APPROVE'. Each word 120pt+ bold. Thick arrows (10px). 60% white space. ONLY 3 words total. Readable from 12 feet." -o figures/workflow.png
    
    # Case study 1 - ONE case, ONE metric (will make 3 separate graphics)
    python scripts/generate_schematic.py "POSTER FORMAT for A0. ONE case: Company logo + '18 MONTHS' (150pt bold) + 'to drug discovery' (60pt). 3 elements only. 60% white space. Readable from 12 feet." -o figures/case1.png
    
    python scripts/generate_schematic.py "POSTER FORMAT for A0. ONE case: Company logo + '95% SUCCESS' (150pt bold) + 'in trials' (60pt). 3 elements only. 60% white space." -o figures/case2.png
    
    python scripts/generate_schematic.py "POSTER FORMAT for A0. ONE case: Company logo + 'FDA APPROVED' (150pt bold) + '2024' (60pt). 3 elements only. 60% white space." -o figures/case3.png
    
    # Timeline - ONLY 3 key years (not 7 years)
    python scripts/generate_schematic.py "POSTER FORMAT for A0. ONLY 3 years: '2018' (150pt) + icon, '2021' (150pt) + icon, '2024' (150pt) + icon. Large icons. 60% white space. NO lines or details. Readable from 12 feet." -o figures/timeline.png
    
    # Results - ONLY 2 bars (our method vs best baseline, not 5 methods)
    python scripts/generate_schematic.py "POSTER FORMAT for A0. TWO bars only: 'BASELINE 70%' and 'OURS 95%' (highlighted). GIANT percentages (150pt) ON bars. NO axis, NO legend. 60% white space. Readable from 12 feet." -o figures/results.png
    
    # STEP 2b: Post-Generation Review (MANDATORY)
    # Open each figure at 25% zoom:
    # ✅ workflow.png: 3 elements, text readable, 60% white - PASS
    # ✅ case1.png: 3 elements, giant numbers, clean - PASS
    # ✅ case2.png: 3 elements, giant numbers, clean - PASS  
    # ✅ case3.png: 3 elements, giant numbers, clean - PASS
    # ✅ timeline.png: 3 elements, readable, simple - PASS
    # ✅ results.png: 2 bars, giant percentages, clear - PASS
    # ALL PASS → Proceed to assembly
    
    # STEP 3: Compile LaTeX poster
    pdflatex poster.tex
    
    # STEP 4: PDF Overflow Check (see Section 11)
    grep "Overfull" poster.log
    # Open at 100% and check all 4 edges
    

    If ANY graphic fails Step 2b review:

    • Too many elements → Regenerate with "ONLY 3 elements"
    • Small text → Regenerate with "150pt+" or "GIANT BOLD (150pt+)"
    • Cluttered → Regenerate with "60% white space" and "ULTRA-SIMPLE"
    • Complex workflow → SPLIT into multiple simple 3-element graphics

    Visual Element Guidelines

    ⚠️ CRITICAL: Each graphic must have ONE message and MAXIMUM 3-4 elements.

    ABSOLUTE LIMITS - These are NOT guidelines, these are HARD LIMITS:

    • MAXIMUM 3-4 elements per graphic (3 is ideal)
    • MAXIMUM 10 words total per graphic
    • MINIMUM 50% white space (60% is better)
    • MINIMUM 120pt for key numbers/metrics
    • MINIMUM 80pt for labels

    For each poster section - STRICT requirements:

    SectionMax ElementsMax WordsExample Prompt (REQUIRED PATTERN)
    Introduction3 icons6 words"POSTER FORMAT for A0: ULTRA-SIMPLE 3 icons: [icon1] [icon2] [icon3]. ONE WORD labels (100pt bold). 60% white space. 3 words total."
    Methods3 boxes6 words"POSTER FORMAT for A0: ULTRA-SIMPLE 3-box workflow: 'STEP1' → 'STEP2' → 'STEP3'. GIANT labels (120pt+). 60% white space. 3 words only."
    Results2-3 bars6 words"POSTER FORMAT for A0: TWO bars: 'BASELINE 70%' 'OURS 95%'. GIANT percentages (150pt+) ON bars. NO axis. 60% white space."
    Conclusions3 cards9 words"POSTER FORMAT for A0: THREE cards: '95%' (150pt) 'ACCURATE', '2X' (150pt) 'FASTER', checkmark 'READY'. 60% white space."
    Case Study3 elements5 words"POSTER FORMAT for A0: ONE case: logo + '18 MONTHS' (150pt) + 'to discovery' (60pt). 60% white space."
    Timeline3 points3 words"POSTER FORMAT for A0: THREE years only: '2018' '2021' '2024' (150pt each). Large icons. 60% white space. NO details."

    MANDATORY prompt elements (ALL required, NO exceptions):

    1. "POSTER FORMAT for A0" - MUST be first
    2. "ULTRA-SIMPLE" or "ONLY X elements" - content limit
    3. "GIANT (120pt+)" or specific font sizes - readability
    4. "60% white space" - mandatory breathing room
    5. "readable from 10-12 feet" - viewing distance
    6. Exact count of words/elements - "3 words total" or "ONLY 3 icons"

    PATTERNS THAT ALWAYS FAIL (REJECT IMMEDIATELY):

    • ❌ "7-stage drug discovery workflow" → Split to "3 mega-stages"
    • ❌ "Timeline from 2015-2024 with annual updates" → "ONLY 3 key years"
    • ❌ "3 case studies with details" → Make 3 separate simple graphics
    • ❌ "Comparison of 5 methods with metrics" → "ONLY 2: ours vs best"
    • ❌ "Complete architecture showing all layers" → "3 components only"
    • ❌ "Show stages 1,2,3,4,5,6" → "3 high-level stages"

    PATTERNS THAT WORK:

    • ✅ "3 mega-stages collapsed from 7" → Proper simplification
    • ✅ "ONE case with ONE metric" → Will make multiple if needed
    • ✅ "ONLY 3 milestones" → Selective, focused
    • ✅ "2 bars: ours vs baseline" → Direct comparison
    • ✅ "3-component high-level view" → Appropriately simplified

    Scientific Schematics Integration

    For detailed guidance on creating schematics, refer to the scientific-schematics skill documentation.

    Key capabilities:

    • Nano Banana Pro automatically generates, reviews, and refines diagrams
    • Creates publication-quality images with proper formatting
    • Ensures accessibility (colorblind-friendly, high contrast)
    • Supports iterative refinement for complex diagrams

    Core Capabilities

    1. LaTeX Poster Packages

    Support for three major LaTeX poster packages, each with distinct advantages. For detailed comparison and package-specific guidance, refer to references/latex_poster_packages.md.

    beamerposter:

    • Extension of the Beamer presentation class
    • Familiar syntax for Beamer users
    • Excellent theme support and customization
    • Best for: Traditional academic posters, institutional branding

    tikzposter:

    • Modern, flexible design with TikZ integration
    • Built-in color themes and layout templates
    • Extensive customization through TikZ commands
    • Best for: Colorful, modern designs, custom graphics

    baposter:

    • Box-based layout system
    • Automatic spacing and positioning
    • Professional-looking default styles
    • Best for: Multi-column layouts, consistent spacing

    2. Poster Layout and Structure

    Create effective poster layouts following visual communication principles. For comprehensive layout guidance, refer to references/poster_layout_design.md.

    Common Poster Sections:

    • Header/Title: Title, authors, affiliations, logos
    • Introduction/Background: Research context and motivation
    • Methods/Approach: Methodology and experimental design
    • Results: Key findings with figures and data visualizations
    • Conclusions: Main takeaways and implications
    • References: Key citations (typically abbreviated)
    • Acknowledgments: Funding, collaborators, institutions

    Layout Strategies:

    • Column-based layouts: 2-column, 3-column, or 4-column grids
    • Block-based layouts: Flexible arrangement of content blocks
    • Z-pattern flow: Guide readers through content logically
    • Visual hierarchy: Use size, color, and spacing to emphasize key points

    3. Design Principles for Research Posters

    Apply evidence-based design principles for maximum impact. For detailed design guidance, refer to references/poster_design_principles.md.

    Typography:

    • Title: 72-120pt for visibility from distance
    • Section headers: 48-72pt
    • Body text: 24-36pt minimum for readability from 4-6 feet
    • Use sans-serif fonts (Arial, Helvetica, Calibri) for clarity
    • Limit to 2-3 font families maximum

    Color and Contrast:

    • Use high-contrast color schemes for readability
    • Institutional color palettes for branding
    • Color-blind friendly palettes (avoid red-green combinations)
    • White space is active space—don't overcrowd

    Visual Elements:

    • High-resolution figures (300 DPI minimum for print)
    • Large, clear labels on all figures
    • Consistent figure styling throughout
    • Strategic use of icons and graphics
    • Balance text with visual content (40-50% visual recommended)

    Content Guidelines:

    • Less is more: 300-800 words total recommended
    • Bullet points over paragraphs for scannability
    • Clear, concise messaging
    • Self-explanatory figures with minimal text explanation
    • QR codes for supplementary materials or online resources

    4. Standard Poster Sizes

    Support for international and conference-specific poster dimensions:

    International Standards:

    • A0 (841 × 1189 mm / 33.1 × 46.8 inches) - Most common European standard
    • A1 (594 × 841 mm / 23.4 × 33.1 inches) - Smaller format
    • A2 (420 × 594 mm / 16.5 × 23.4 inches) - Compact posters

    North American Standards:

    • 36 × 48 inches (914 × 1219 mm) - Common US conference size
    • 42 × 56 inches (1067 × 1422 mm) - Large format
    • 48 × 72 inches (1219 × 1829 mm) - Extra large

    Orientation:

    • Portrait (vertical) - Most common, traditional
    • Landscape (horizontal) - Better for wide content, timelines

    5. Package-Specific Templates

    Provide ready-to-use templates for each major package. Templates available in assets/ directory.

    beamerposter Templates:

    • beamerposter_classic.tex - Traditional academic style
    • beamerposter_modern.tex - Clean, minimal design
    • beamerposter_colorful.tex - Vibrant theme with blocks

    tikzposter Templates:

    • tikzposter_default.tex - Standard tikzposter layout
    • tikzposter_rays.tex - Modern design with ray theme
    • tikzposter_wave.tex - Professional wave-style theme

    baposter Templates:

    • baposter_portrait.tex - Classic portrait layout
    • baposter_landscape.tex - Landscape multi-column
    • baposter_minimal.tex - Minimalist design

    6. Figure and Image Integration

    Optimize visual content for poster presentations:

    Best Practices:

    • Use vector graphics (PDF, SVG) when possible for scalability
    • Raster images: minimum 300 DPI at final print size
    • Consistent image styling (borders, captions, sizes)
    • Group related figures together
    • Use subfigures for comparisons

    LaTeX Figure Commands:

    % Include graphics package
    \usepackage{graphicx}
    
    % Simple figure
    \includegraphics[width=0.8\linewidth]{figure.pdf}
    
    % Figure with caption in tikzposter
    \block{Results}{
      \begin{tikzfigure}
        \includegraphics[width=0.9\linewidth]{results.png}
      \end{tikzfigure}
    }
    
    % Multiple subfigures
    \usepackage{subcaption}
    \begin{figure}
      \begin{subfigure}{0.48\linewidth}
        \includegraphics[width=\linewidth]{fig1.pdf}
        \caption{Condition A}
      \end{subfigure}
      \begin{subfigure}{0.48\linewidth}
        \includegraphics[width=\linewidth]{fig2.pdf}
        \caption{Condition B}
      \end{subfigure}
    \end{figure}
    

    7. Color Schemes and Themes

    Provide professional color palettes for various contexts:

    Academic Institution Colors:

    • Match university or department branding
    • Use official color codes (RGB, CMYK, or LaTeX color definitions)

    Scientific Color Palettes (color-blind friendly):

    • Viridis: Professional gradient from purple to yellow
    • ColorBrewer: Research-tested palettes for data visualization
    • IBM Color Blind Safe: Accessible corporate palette

    Package-Specific Theme Selection:

    beamerposter:

    \usetheme{Berlin}
    \usecolortheme{beaver}
    

    tikzposter:

    \usetheme{Rays}
    \usecolorstyle{Denmark}
    

    baposter:

    \begin{poster}{
      background=plain,
      bgColorOne=white,
      headerColorOne=blue!70,
      textborder=rounded
    }
    

    8. Typography and Text Formatting

    Ensure readability and visual appeal:

    Font Selection:

    % Sans-serif fonts recommended for posters
    \usepackage{helvet}      % Helvetica
    \usepackage{avant}       % Avant Garde
    \usepackage{sfmath}      % Sans-serif math fonts
    
    % Set default to sans-serif
    \renewcommand{\familydefault}{\sfdefault}
    

    Text Sizing:

    % Adjust text sizes for visibility
    \setbeamerfont{title}{size=\VeryHuge}
    \setbeamerfont{author}{size=\Large}
    \setbeamerfont{institute}{size=\normalsize}
    

    Emphasis and Highlighting:

    • Use bold for key terms: \textbf{important}
    • Color highlights sparingly: \textcolor{blue}{highlight}
    • Boxes for critical information
    • Avoid italics (harder to read from distance)

    9. QR Codes and Interactive Elements

    Enhance poster interactivity for modern conferences:

    QR Code Integration:

    \usepackage{qrcode}
    
    % Link to paper, code repository, or supplementary materials
    \qrcode[height=2cm]{https://github.com/username/project}
    
    % QR code with caption
    \begin{center}
      \qrcode[height=3cm]{https://doi.org/10.1234/paper}\\
      \small Scan for full paper
    \end{center}
    

    Digital Enhancements:

    • Link to GitHub repositories for code
    • Link to video presentations or demos
    • Link to interactive web visualizations
    • Link to supplementary data or appendices

    10. Compilation and Output

    Generate high-quality PDF output for printing or digital display:

    Compilation Commands:

    # Basic compilation
    pdflatex poster.tex
    
    # With bibliography
    pdflatex poster.tex
    bibtex poster
    pdflatex poster.tex
    pdflatex poster.tex
    
    # For beamer-based posters
    lualatex poster.tex  # Better font support
    xelatex poster.tex   # Unicode and modern fonts
    

    Ensuring Full Page Coverage:

    Posters should use the entire page without excessive margins. Configure packages correctly:

    beamerposter - Full Page Setup:

    \documentclass[final,t]{beamer}
    \usepackage[size=a0,scale=1.4,orientation=portrait]{beamerposter}
    
    % Remove default beamer margins
    \setbeamersize{text margin left=0mm, text margin right=0mm}
    
    % Use geometry for precise control
    \usepackage[margin=10mm]{geometry}  % 10mm margins all around
    
    % Remove navigation symbols
    \setbeamertemplate{navigation symbols}{}
    
    % Remove footline and headline if not needed
    \setbeamertemplate{footline}{}
    \setbeamertemplate{headline}{}
    

    tikzposter - Full Page Setup:

    \documentclass[
      25pt,                      % Font scaling
      a0paper,                   % Paper size
      portrait,                  % Orientation
      margin=10mm,               % Outer margins (minimal)
      innermargin=15mm,          % Space inside blocks
      blockverticalspace=15mm,   % Space between blocks
      colspace=15mm,             % Space between columns
      subcolspace=8mm            % Space between subcolumns
    ]{tikzposter}
    
    % This ensures content fills the page
    

    baposter - Full Page Setup:

    \documentclass[a0paper,portrait,fontscale=0.285]{baposter}
    
    \begin{poster}{
      grid=false,
      columns=3,
      colspacing=1.5em,          % Space between columns
      eyecatcher=true,
      background=plain,
      bgColorOne=white,
      borderColor=blue!50,
      headerheight=0.12\textheight,  % 12% for header
      textborder=roundedleft,
      headerborder=closed,
      boxheaderheight=2em        % Consistent box header heights
    }
    % Content here
    \end{poster}
    

    Common Issues and Fixes:

    Problem: Large white margins around poster

    % Fix for beamerposter
    \setbeamersize{text margin left=5mm, text margin right=5mm}
    
    % Fix for tikzposter
    \documentclass[..., margin=5mm, innermargin=10mm]{tikzposter}
    
    % Fix for baposter - adjust in document class
    \documentclass[a0paper, margin=5mm]{baposter}
    

    Problem: Content doesn't fill vertical space

    % Use \vfill between sections to distribute space
    \block{Introduction}{...}
    \vfill
    \block{Methods}{...}
    \vfill
    \block{Results}{...}
    
    % Or manually adjust block spacing
    \vspace{1cm}  % Add space between specific blocks
    

    Problem: Poster extends beyond page boundaries

    % Check total width calculation
    % For 3 columns with spacing:
    % Total = 3×columnwidth + 2×colspace + 2×margins
    % Ensure this equals \paperwidth
    
    % Debug by adding visible page boundary
    \usepackage{eso-pic}
    \AddToShipoutPictureBG{
      \AtPageLowerLeft{
        \put(0,0){\framebox(\LenToUnit{\paperwidth},\LenToUnit{\paperheight}){}}
      }
    }
    

    Print Preparation:

    • Generate PDF/X-1a for professional printing
    • Embed all fonts
    • Convert colors to CMYK if required
    • Check resolution of all images (minimum 300 DPI)
    • Add bleed area if required by printer (usually 3-5mm)
    • Verify page size matches requirements exactly

    Digital Display:

    • RGB color space for screen display
    • Optimize file size for email/web
    • Test readability on different screens

    11. PDF Review and Quality Control

    CRITICAL: Always review the generated PDF before printing or presenting. Use this systematic checklist:

    Step 1: Page Size Verification

    # Check PDF dimensions (should match poster size exactly)
    pdfinfo poster.pdf | grep "Page size"
    
    # Expected outputs:
    # A0: 2384 x 3370 points (841 x 1189 mm)
    # 36x48": 2592 x 3456 points
    # A1: 1684 x 2384 points (594 x 841 mm)
    

    Step 2: OVERFLOW CHECK (CRITICAL) - DO THIS IMMEDIATELY AFTER COMPILATION

    ⚠️ THIS IS THE #1 CAUSE OF POSTER FAILURES. Check BEFORE proceeding.

    Step 2a: Check LaTeX Log File

    # Check for overflow warnings (these are ERRORS, not suggestions)
    grep -i "overfull\|underfull\|badbox" poster.log
    
    # ANY "Overfull" warning = content is cut off or extending beyond boundaries
    # FIX ALL OF THESE before proceeding
    

    Common overflow warnings and what they mean:

    • Overfull \hbox (15.2pt too wide) → Text or graphic is 15.2pt wider than column
    • Overfull \vbox (23.5pt too high) → Content is 23.5pt taller than available space
    • Badbox → LaTeX struggling to fit content within boundaries

    Step 2b: Visual Edge Inspection (100% zoom in PDF viewer)

    Check ALL FOUR EDGES systematically:

    1. TOP EDGE:

      • Title completely visible (not cut off)
      • Author names fully visible
      • No graphics touching top margin
      • Header content within safe zone
    2. BOTTOM EDGE:

      • References fully visible (not cut off)
      • Acknowledgments complete
      • Contact info readable
      • No graphics cut off at bottom
    3. LEFT EDGE:

      • No text touching left margin
      • All bullet points fully visible
      • Graphics have left margin (not bleeding off)
      • Column content within bounds
    4. RIGHT EDGE:

      • No text extending beyond right margin
      • Graphics not cut off on right
      • Column content stays within bounds
      • QR codes fully visible
    5. BETWEEN COLUMNS:

      • Content stays within individual columns
      • No text bleeding into adjacent columns
      • Figures respect column boundaries

    If ANY check fails, you have overflow. FIX IMMEDIATELY before continuing:

    Fix hierarchy (try in order):

    1. Check AI-generated graphics first:

      • Are they too complex (5+ elements)? → Regenerate simpler
      • Do they have tiny text? → Regenerate with "150pt+" fonts
      • Are there too many? → Reduce number of figures
    2. Reduce sections:

      • More than 5-6 sections? → Combine or remove
      • Example: Merge "Discussion" into "Conclusions"
    3. Cut text content:

      • More than 800 words total? → Cut to 300-500
      • More than 100 words per section? → Cut to 50-80
    4. Adjust figure sizing:

      • Using width=\linewidth? → Change to width=0.85\linewidth
      • Using width=1.0\columnwidth? → Change to width=0.9\columnwidth
    5. Increase margins (last resort):

      \documentclass[25pt, a0paper, portrait, margin=25mm]{tikzposter}
      

    DO NOT proceed to Step 3 if ANY overflow exists.

    Step 3: Visual Inspection Checklist

    Open PDF at 100% zoom and check:

    Layout and Spacing:

    • Content fills entire page (no large white margins)
    • Consistent spacing between columns
    • Consistent spacing between blocks/sections
    • All elements aligned properly (use ruler tool)
    • No overlapping text or figures
    • White space evenly distributed

    Typography:

    • Title clearly visible and large (72pt+)
    • Section headers readable (48-72pt)
    • Body text readable at 100% zoom (24-36pt minimum)
    • No text cutoff or running off edges
    • Consistent font usage throughout
    • All special characters render correctly (symbols, Greek letters)

    Visual Elements:

    • All figures display correctly
    • No pixelated or blurry images
    • Figure captions present and readable
    • Colors render as expected (not washed out or too dark)
    • Logos display clearly
    • QR codes visible and scannable

    Content Completeness:

    • Title and authors complete
    • All sections present (Intro, Methods, Results, Conclusions)
    • References included
    • Contact information visible
    • Acknowledgments (if applicable)
    • No placeholder text remaining (Lorem ipsum, TODO, etc.)

    Technical Quality:

    • No LaTeX compilation warnings in important areas
    • All citations resolved (no [?] marks)
    • All cross-references working
    • Page boundaries correct (no content cut off)

    Step 4: Reduced-Scale Print Test

    Essential Pre-Printing Test:

    # Create reduced-size test print (25% of final size)
    # This simulates viewing full poster from ~8-10 feet
    
    # For A0 poster, print on A4 paper (24.7% scale)
    # For 36x48" poster, print on letter paper (~25% scale)
    

    Print Test Checklist:

    • Title readable from 6 feet away
    • Section headers readable from 4 feet away
    • Body text readable from 2 feet away
    • Figures clear and understandable
    • Colors printed accurately
    • No obvious design flaws

    Step 5: Digital Quality Checks

    Font Embedding Verification:

    # Check that all fonts are embedded (required for printing)
    pdffonts poster.pdf
    
    # All fonts should show "yes" in "emb" column
    # If any show "no", recompile with:
    pdflatex -dEmbedAllFonts=true poster.tex
    

    Image Resolution Check:

    # Extract image information
    pdfimages -list poster.pdf
    
    # Check that all images are at least 300 DPI
    # Formula: DPI = pixels / (inches in poster)
    # For A0 width (33.1"): 300 DPI = 9930 pixels minimum
    

    File Size Optimization:

    # For email/web, compress if needed (>50MB)
    gs -sDEVICE=pdfwrite -dCompatibilityLevel=1.4 \
       -dPDFSETTINGS=/printer -dNOPAUSE -dQUIET -dBATCH \
       -sOutputFile=poster_compressed.pdf poster.pdf
    
    # For printing, keep original (no compression)
    

    Step 6: Accessibility Check

    Color Contrast Verification:

    • Text-background contrast ratio ≥ 4.5:1 (WCAG AA)
    • Important elements contrast ratio ≥ 7:1 (WCAG AAA)
    • Test online: https://webaim.org/resources/contrastchecker/

    Color Blindness Simulation:

    • View PDF through color blindness simulator
    • Information not lost with red-green simulation
    • Use Coblis (color-blindness.com) or similar tool

    Step 7: Content Proofreading

    Systematic Review:

    • Spell-check all text
    • Verify all author names and affiliations
    • Check all numbers and statistics for accuracy
    • Confirm all citations are correct
    • Review figure labels and captions
    • Check for typos in headers and titles

    Peer Review:

    • Ask colleague to review poster
    • 30-second test: Can they identify main message?
    • 5-minute review: Do they understand conclusions?
    • Note any confusing elements

    Step 8: Technical Validation

    LaTeX Compilation Log Review:

    # Check for warnings in .log file
    grep -i "warning\|error\|overfull\|underfull" poster.log
    
    # Common issues to fix:
    # - Overfull hbox: Text extending beyond margins
    # - Underfull hbox: Excessive spacing
    # - Missing references: Citations not resolved
    # - Missing figures: Image files not found
    

    Fix Common Warnings:

    % Overfull hbox (text too wide)
    \usepackage{microtype}  % Better spacing
    \sloppy  % Allow slightly looser spacing
    \hyphenation{long-word}  % Manual hyphenation
    
    % Missing fonts
    \usepackage[T1]{fontenc}  % Better font encoding
    
    % Image not found
    % Ensure paths are correct and files exist
    \graphicspath{{./figures/}{./images/}}
    

    Step 9: Final Pre-Print Checklist

    Before Sending to Printer:

    • PDF size exactly matches requirements (check with pdfinfo)
    • All fonts embedded (check with pdffonts)
    • Color mode correct (RGB for screen, CMYK for print if required)
    • Bleed area added if required (usually 3-5mm)
    • Crop marks visible if required
    • Test print completed and reviewed
    • File naming clear: [LastName]_[Conference]_Poster.pdf
    • Backup copy saved

    Printing Specifications to Confirm:

    • Paper type (matte vs. glossy)
    • Printing method (inkjet, large format, fabric)
    • Color profile (provided to printer if required)
    • Delivery deadline and shipping address
    • Tube or flat packaging preference

    Digital Presentation Checklist:

    • PDF size optimized (<10MB for email)
    • Tested on multiple PDF viewers (Adobe, Preview, etc.)
    • Displays correctly on different screens
    • QR codes tested and functional
    • Alternative formats prepared (PNG for social media)

    Review Script (Available in scripts/review_poster.sh):

    #!/bin/bash
    # Automated poster PDF review script
    
    echo "Poster PDF Quality Check"
    echo "======================="
    
    # Check file exists
    if [ ! -f "$1" ]; then
        echo "Error: File not found"
        exit 1
    fi
    
    echo "File: $1"
    echo ""
    
    # Check page size
    echo "1. Page Dimensions:"
    pdfinfo "$1" | grep "Page size"
    echo ""
    
    # Check fonts
    echo "2. Font Embedding:"
    pdffonts "$1" | head -20
    echo ""
    
    # Check file size
    echo "3. File Size:"
    ls -lh "$1" | awk '{print $5}'
    echo ""
    
    # Count pages (should be 1 for poster)
    echo "4. Page Count:"
    pdfinfo "$1" | grep "Pages"
    echo ""
    
    echo "Manual checks required:"
    echo "- Visual inspection at 100% zoom"
    echo "- Reduced-scale print test (25%)"
    echo "- Color contrast verification"
    echo "- Proofreading for typos"
    

    Common PDF Issues and Solutions:

    IssueCauseSolution
    Large white marginsIncorrect margin settingsReduce margin in documentclass
    Content cut offExceeds page boundariesCheck total width/height calculations
    Blurry imagesLow resolution (<300 DPI)Replace with higher resolution images
    Missing fontsFonts not embeddedCompile with -dEmbedAllFonts=true
    Wrong page sizeIncorrect paper size settingVerify documentclass paper size
    Colors look wrongRGB vs CMYK mismatchConvert color space for print
    File too large (>50MB)Uncompressed imagesOptimize images or compress PDF
    QR codes don't workToo small or low resolutionMinimum 2×2cm, high contrast

    11. Common Poster Content Patterns

    Effective content organization for different research types:

    Experimental Research Poster:

    1. Title and authors
    2. Introduction: Problem and hypothesis
    3. Methods: Experimental design (with diagram)
    4. Results: Key findings (2-4 main figures)
    5. Conclusions: Main takeaways (3-5 bullet points)
    6. Future work (optional)
    7. References and acknowledgments

    Computational/Modeling Poster:

    1. Title and authors
    2. Motivation: Problem statement
    3. Approach: Algorithm or model (with flowchart)
    4. Implementation: Technical details
    5. Results: Performance metrics and comparisons
    6. Applications: Use cases
    7. Code availability (QR code to GitHub)
    8. References

    Review/Survey Poster:

    1. Title and authors
    2. Scope: Topic overview
    3. Methods: Literature search strategy
    4. Key findings: Main themes (organized by category)
    5. Trends: Visualizations of publication patterns
    6. Gaps: Identified research needs
    7. Conclusions: Summary and implications
    8. References

    12. Accessibility and Inclusive Design

    Design posters that are accessible to diverse audiences:

    Color Blindness Considerations:

    • Avoid red-green combinations (most common color blindness)
    • Use patterns or shapes in addition to color
    • Test with color-blindness simulators
    • Provide high contrast (WCAG AA standard: 4.5:1 minimum)

    Visual Impairment Accommodations:

    • Large, clear fonts (minimum 24pt body text)
    • High contrast text and background
    • Clear visual hierarchy
    • Avoid complex textures or patterns in backgrounds

    Language and Content:

    • Clear, concise language
    • Define acronyms and jargon
    • International audience considerations
    • Consider multilingual QR code options for global conferences

    13. Poster Presentation Best Practices

    Guidance beyond LaTeX for effective poster sessions:

    Content Strategy:

    • Tell a story, don't just list facts
    • Focus on 1-3 main messages
    • Use visual abstract or graphical summary
    • Leave room for conversation (don't over-explain)

    Physical Presentation Tips:

    • Bring printed handouts or business cards with QR code
    • Prepare 30-second, 2-minute, and 5-minute verbal summaries
    • Stand to the side, not blocking the poster
    • Engage viewers with open-ended questions

    Digital Backups:

    • Save poster as PDF on mobile device
    • Prepare digital version for email sharing
    • Create social media-friendly image version
    • Have backup printed copy or digital display option

    Workflow for Poster Creation

    Stage 1: Planning and Content Development

    1. Determine poster requirements:

      • Conference size specifications (A0, 36×48", etc.)
      • Orientation (portrait vs. landscape)
      • Submission deadlines and format requirements
    2. Develop content outline:

      • Identify 1-3 core messages
      • Select key figures (typically 3-6 main visuals)
      • Draft concise text for each section (bullet points preferred)
      • Aim for 300-800 words total
    3. Choose LaTeX package:

      • beamerposter: If familiar with Beamer, need institutional themes
      • tikzposter: For modern, colorful designs with flexibility
      • baposter: For structured, professional multi-column layouts

    Stage 2: Generate Visual Elements (AI-Powered)

    CRITICAL: Generate SIMPLE figures with MINIMAL content. Each graphic = ONE message.

    Content limits:

    • Maximum 4-5 elements per graphic
    • Maximum 15 words total per graphic
    • 50% white space minimum
    • GIANT fonts (80pt+ for labels, 120pt+ for key numbers)
    1. Create figures directory:

      mkdir -p figures
      
    2. Generate SIMPLE visual elements:

      # Introduction - ONLY 3 icons/elements
      python scripts/generate_schematic.py "POSTER FORMAT for A0. SIMPLE visual with ONLY 3 elements: [icon1] [icon2] [icon3]. ONE word labels (80pt+). 50% white space. Readable from 8 feet." -o figures/intro.png
      
      # Methods - ONLY 4 steps maximum
      python scripts/generate_schematic.py "POSTER FORMAT for A0. SIMPLE flowchart with ONLY 4 boxes: STEP1 → STEP2 → STEP3 → STEP4. GIANT labels (100pt+). 50% white space. NO sub-steps." -o figures/methods.png
      
      # Results - ONLY 3 bars/comparisons
      python scripts/generate_schematic.py "POSTER FORMAT for A0. SIMPLE chart with ONLY 3 bars. GIANT percentages ON bars (120pt+). NO axis, NO legend. 50% white space." -o figures/results.png
      
      # Conclusions - EXACTLY 3 items with GIANT numbers
      python scripts/generate_schematic.py "POSTER FORMAT for A0. EXACTLY 3 key findings: '[NUMBER]' (150pt) '[LABEL]' (60pt) for each. 50% white space. NO other text." -o figures/conclusions.png
      
    3. Review generated figures - check for overflow:

      • View at 25% zoom: All text still readable?
      • Count elements: More than 5? → Regenerate simpler
      • Check white space: Less than 40%? → Add "60% white space" to prompt
      • Font too small?: Add "EVEN LARGER" or increase pt sizes
      • Still overflowing?: Reduce to 3 elements instead of 4-5

    Stage 3: Design and Layout

    1. Select or create template:

      • Start with provided templates in assets/
      • Customize color scheme to match branding
      • Configure page size and orientation
    2. Design layout structure:

      • Plan column structure (2, 3, or 4 columns)
      • Map content flow (typically left-to-right, top-to-bottom)
      • Allocate space for title (10-15%), content (70-80%), footer (5-10%)
    3. Set typography:

      • Configure font sizes for different hierarchy levels
      • Ensure minimum 24pt body text
      • Test readability from 4-6 feet distance

    Stage 4: Content Integration

    1. Create poster header:

      • Title (concise, descriptive, 10-15 words)
      • Authors and affiliations
      • Institution logos (high-resolution)
      • Conference logo if required
    2. Integrate AI-generated figures:

      • Add all figures from Stage 2 to appropriate sections
      • Use \includegraphics with proper sizing
      • Ensure figures dominate each section (visuals first, text second)
      • Center figures within blocks for visual impact
    3. Add minimal supporting text:

      • Keep text minimal and scannable (300-800 words total)
      • Use bullet points, not paragraphs
      • Write in active voice
      • Text should complement figures, not duplicate them
    4. Add supplementary elements:

      • QR codes for supplementary materials
      • References (cite key papers only, 5-10 typical)
      • Contact information and acknowledgments

    Stage 5: Refinement and Testing

    1. Review and iterate:

      • Check for typos and errors
      • Verify all figures are high resolution
      • Ensure consistent formatting
      • Confirm color scheme works well together
    2. Test readability:

      • Print at 25% scale and read from 2-3 feet (simulates poster from 8-12 feet)
      • Check color on different monitors
      • Verify QR codes function correctly
      • Ask colleague to review
    3. Optimize for printing:

      • Embed all fonts in PDF
      • Verify image resolution
      • Check PDF size requirements
      • Include bleed area if required

    Stage 6: Compilation and Delivery

    1. Compile final PDF:

      pdflatex poster.tex
      # Or for better font support:
      lualatex poster.tex
      
    2. Verify output quality:

      • Check all elements are visible and correctly positioned
      • Zoom to 100% and inspect figure quality
      • Verify colors match expectations
      • Confirm PDF opens correctly on different viewers
    3. Prepare for printing:

      • Export as PDF/X-1a if required
      • Save backup copies
      • Get test print on regular paper first
      • Order professional printing 2-3 days before deadline
    4. Create supplementary materials:

      • Save PNG/JPG version for social media
      • Create handout version (8.5×11" summary)
      • Prepare digital version for email sharing

    Integration with Other Skills

    This skill works effectively with:

    • Scientific Schematics: CRITICAL - Use for generating all poster diagrams and flowcharts
    • Generate Image / Nano Banana Pro: For stylized graphics, conceptual illustrations, and summary visuals
    • Scientific Writing: For developing poster content from papers
    • Literature Review: For contextualizing research
    • Data Analysis: For creating result figures and charts

    Recommended workflow: Always use scientific-schematics and generate-image skills BEFORE creating the LaTeX poster to generate all visual elements.

    Common Pitfalls to Avoid

    AI-Generated Graphics Mistakes (MOST COMMON):

    • ❌ Too many elements in one graphic (10+ items) → Keep to 3-5 max
    • ❌ Text too small in AI graphics → Specify "GIANT (100pt+)" or "HUGE (150pt+)"
    • ❌ Too much detail in prompts → Use "SIMPLE" and "ONLY X elements"
    • ❌ No white space specification → Add "50% white space" to every prompt
    • ❌ Complex flowcharts with 8+ steps → Limit to 4-5 steps maximum
    • ❌ Comparison charts with 6+ items → Limit to 3 items maximum
    • ❌ Key findings with 5+ metrics → Show only top 3

    Fixing Overflow in AI Graphics: If your AI-generated graphics are overflowing or have small text:

    1. Add "SIMPLER" or "ONLY 3 elements" to prompt
    2. Increase font sizes: "150pt+" instead of "80pt+"
    3. Add "60% white space" instead of "50%"
    4. Remove sub-details: "NO sub-steps", "NO axis labels", "NO legend"
    5. Regenerate with fewer elements

    Design Mistakes:

    • ❌ Too much text (over 1000 words)
    • ❌ Font sizes too small (under 24pt body text)
    • ❌ Low-contrast color combinations
    • ❌ Cluttered layout with no white space
    • ❌ Inconsistent styling across sections
    • ❌ Poor quality or pixelated images

    Content Mistakes:

    • ❌ No clear narrative or message
    • ❌ Too many research questions or objectives
    • ❌ Overuse of jargon without definitions
    • ❌ Results without context or interpretation
    • ❌ Missing author contact information

    Technical Mistakes:

    • ❌ Wrong poster dimensions for conference requirements
    • ❌ RGB colors sent to CMYK printer (color shift)
    • ❌ Fonts not embedded in PDF
    • ❌ File size too large for submission portal
    • ❌ QR codes too small or not tested

    Best Practices:

    • ✅ Generate SIMPLE AI graphics with 3-5 elements max
    • ✅ Use GIANT fonts (100pt+) for key numbers in graphics
    • ✅ Specify "50% white space" in every AI prompt
    • ✅ Follow conference size specifications exactly
    • ✅ Test print at reduced scale before final printing
    • ✅ Use high-contrast, accessible color schemes
    • ✅ Keep text minimal and highly scannable
    • ✅ Include clear contact information and QR codes
    • ✅ Proofread carefully (errors are magnified on posters!)

    Package Installation

    Ensure required LaTeX packages are installed:

    # For TeX Live (Linux/Mac)
    tlmgr install beamerposter tikzposter baposter
    
    # For MiKTeX (Windows)
    # Packages typically auto-install on first use
    
    # Additional recommended packages
    tlmgr install qrcode graphics xcolor tcolorbox subcaption
    

    Scripts and Automation

    Helper scripts available in scripts/ directory:

    • compile_poster.sh: Automated compilation with error handling
    • generate_template.py: Interactive template generator
    • resize_images.py: Batch image optimization for posters
    • poster_checklist.py: Pre-submission validation tool

    References

    Comprehensive reference files for detailed guidance:

    • references/latex_poster_packages.md: Detailed comparison of beamerposter, tikzposter, and baposter with examples
    • references/poster_layout_design.md: Layout principles, grid systems, and visual flow
    • references/poster_design_principles.md: Typography, color theory, visual hierarchy, and accessibility
    • references/poster_content_guide.md: Content organization, writing style, and section-specific guidance

    Templates

    Ready-to-use poster templates in assets/ directory:

    • beamerposter templates (classic, modern, colorful)
    • tikzposter templates (default, rays, wave, envelope)
    • baposter templates (portrait, landscape, minimal)
    • Example posters from various scientific disciplines
    • Color scheme definitions and institutional templates

    Load these templates and customize for your specific research and conference requirements.

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