Added all updated deep research and writing skills

scientific-skills/market-research-reports/scripts/generate_market_visuals.py

@@ -0,0 +1,529 @@
+#!/usr/bin/env python3
+"""
+Market Research Report Visual Generator
+
+Batch generates visuals for a market research report using
+scientific-schematics and generate-image skills.
+
+Default behavior: Generate 5-6 core visuals only
+Use --all flag to generate all 28 extended visuals
+
+Usage:
+    # Generate core 5-6 visuals (recommended for starting a report)
+    python generate_market_visuals.py --topic "Electric Vehicle Charging" --output-dir figures/
+    
+    # Generate all 28 visuals (for comprehensive coverage)
+    python generate_market_visuals.py --topic "AI in Healthcare" --output-dir figures/ --all
+    
+    # Skip existing files
+    python generate_market_visuals.py --topic "Topic" --output-dir figures/ --skip-existing
+"""
+
+import argparse
+import os
+import subprocess
+import sys
+from pathlib import Path
+
+
+# Visual definitions with prompts
+# Each tuple: (filename, tool, prompt_template, is_core)
+# is_core=True for the 5-6 essential visuals to generate first
+
+CORE_VISUALS = [
+    # Priority 1: Market Growth Trajectory
+    (
+        "01_market_growth_trajectory.png",
+        "scientific-schematics",
+        "Bar chart {topic} market growth 2020 to 2034. Historical bars 2020-2024 in dark blue, "
+        "projected bars 2025-2034 in light blue. Y-axis billions USD, X-axis years. "
+        "CAGR annotation. Data labels on each bar. Vertical dashed line "
+        "between 2024 and 2025. Title: Market Growth Trajectory. Professional white background"
+    ),
+    
+    # Priority 2: TAM/SAM/SOM
+    (
+        "02_tam_sam_som.png",
+        "scientific-schematics",
+        "TAM SAM SOM concentric circles for {topic} market. Outer circle TAM Total Addressable "
+        "Market. Middle circle SAM Serviceable Addressable Market. Inner circle SOM Serviceable "
+        "Obtainable Market. Each labeled with acronym, full name. "
+        "Blue gradient darkest outer to lightest inner. White background professional appearance"
+    ),
+    
+    # Priority 3: Porter's Five Forces
+    (
+        "03_porters_five_forces.png",
+        "scientific-schematics",
+        "Porter's Five Forces diagram for {topic}. Center box Competitive Rivalry with rating. "
+        "Four surrounding boxes with arrows to center: Top Threat of New Entrants, "
+        "Left Bargaining Power Suppliers, Right Bargaining Power Buyers, "
+        "Bottom Threat of Substitutes. Color code HIGH red, MEDIUM yellow, LOW green. "
+        "Include 2-3 key factors per box. Professional appearance"
+    ),
+    
+    # Priority 4: Competitive Positioning Matrix
+    (
+        "04_competitive_positioning.png",
+        "scientific-schematics",
+        "2x2 competitive positioning matrix {topic}. X-axis Market Focus Niche to Broad. "
+        "Y-axis Solution Approach Product to Platform. Quadrants: Upper-right Platform Leaders, "
+        "Upper-left Niche Platforms, Lower-right Product Leaders, Lower-left Specialists. "
+        "Plot 8-10 company circles with names. Circle size = market share. "
+        "Legend for sizes. Professional appearance"
+    ),
+    
+    # Priority 5: Risk Heatmap
+    (
+        "05_risk_heatmap.png",
+        "scientific-schematics",
+        "Risk heatmap matrix {topic}. X-axis Impact Low Medium High Critical. "
+        "Y-axis Probability Unlikely Possible Likely Very Likely. "
+        "Cell colors: Green low risk, Yellow medium, Orange high, Red critical. "
+        "Plot 10-12 numbered risks R1 R2 etc as labeled points. "
+        "Legend with risk names. Professional clear"
+    ),
+    
+    # Priority 6: Executive Summary Infographic (Optional)
+    (
+        "06_exec_summary_infographic.png",
+        "generate-image",
+        "Executive summary infographic for {topic} market research, one page layout, "
+        "central large metric showing market size, four quadrants showing growth rate "
+        "key players top segments regional leaders, modern flat design, professional "
+        "blue and green color scheme, clean white background, corporate business aesthetic"
+    ),
+]
+
+EXTENDED_VISUALS = [
+    # Industry Ecosystem
+    (
+        "07_industry_ecosystem.png",
+        "scientific-schematics",
+        "Industry ecosystem value chain diagram for {topic} market. Horizontal flow left "
+        "to right: Suppliers box → Manufacturers box → Distributors box → End Users box. "
+        "Below each main box show 3-4 smaller boxes with example player types. Solid arrows "
+        "for product flow, dashed arrows for money flow. Regulatory oversight layer above. "
+        "Professional blue color scheme, white background, clear labels"
+    ),
+    
+    # Regional Breakdown
+    (
+        "08_regional_breakdown.png",
+        "scientific-schematics",
+        "scientific-schematics",
+        "Pie chart regional market breakdown for {topic}. North America 40% dark blue, "
+        "Europe 28% medium blue, Asia-Pacific 22% teal, Latin America 6% light blue, "
+        "Middle East Africa 4% gray blue. Show percentage for each slice. Legend on right. "
+        "Title: Market Size by Region. Professional appearance"
+    ),
+    
+    # Segment Growth
+    (
+        "09_segment_growth.png",
+        "scientific-schematics",
+        "Horizontal bar chart {topic} segment growth comparison. Y-axis 5-6 segment names, "
+        "X-axis CAGR percentage 0-30%. Bars colored green highest to blue lowest. "
+        "Data labels with percentages. Sorted highest to lowest. "
+        "Title: Segment Growth Rate Comparison. Include market average line"
+    ),
+    
+    # Driver Impact Matrix
+    (
+        "10_driver_impact_matrix.png",
+        "scientific-schematics",
+        "2x2 matrix driver impact assessment for {topic}. X-axis Impact Low to High, "
+        "Y-axis Probability Low to High. Quadrants: Upper-right CRITICAL DRIVERS red, "
+        "Upper-left MONITOR yellow, Lower-right WATCH CAREFULLY yellow, "
+        "Lower-left LOWER PRIORITY green. Plot 8 labeled driver circles at positions. "
+        "Circle size indicates current impact. Professional clear labels"
+    ),
+    
+    # PESTLE Analysis
+    (
+        "11_pestle_analysis.png",
+        "scientific-schematics",
+        "PESTLE hexagonal diagram for {topic} market. Center hexagon labeled Market Analysis. "
+        "Six surrounding hexagons: Political red, Economic blue, Social green, "
+        "Technological orange, Legal purple, Environmental teal. Each outer hexagon "
+        "has 2-3 bullet points of key factors. Lines connecting center to each. "
+        "Professional appearance clear readable text"
+    ),
+    
+    # Trends Timeline
+    (
+        "12_trends_timeline.png",
+        "scientific-schematics",
+        "Horizontal timeline {topic} trends 2024 to 2030. Plot 6-8 emerging trends at "
+        "different years. Each trend with icon, name, brief description. Color code: "
+        "Technology trends blue, Market trends green, Regulatory trends orange. "
+        "Current marker at 2024. Professional clear labels"
+    ),
+    
+    # Market Share Chart
+    (
+        "13_market_share.png",
+        "scientific-schematics",
+        "Pie chart market share {topic} top 10 companies. Company A 18% dark blue, "
+        "Company B 15% medium blue, Company C 12% teal, Company D 10% light blue, "
+        "5 more companies 5-8% each various blues, Others 15% gray. "
+        "Percentage labels on slices. Legend with company names. "
+        "Title: Market Share by Company. Colorblind-friendly colors professional"
+    ),
+    
+    # Strategic Groups Map
+    (
+        "14_strategic_groups.png",
+        "scientific-schematics",
+        "Strategic group map {topic}. X-axis Geographic Scope Regional to Global. "
+        "Y-axis Product Breadth Narrow to Broad. Draw 4-5 oval bubbles for strategic groups. "
+        "Each bubble contains 2-4 company names. Bubble size = collective market share. "
+        "Label groups: Global Generalists, Regional Specialists, Focused Innovators. "
+        "Different colors per group. Professional clear labels"
+    ),
+    
+    # Customer Segments
+    (
+        "15_customer_segments.png",
+        "scientific-schematics",
+        "Treemap customer segmentation {topic}. Large Enterprise 45% dark blue, "
+        "Mid-Market 30% medium blue, SMB 18% light blue, Consumer 7% teal. "
+        "Each segment shows name and percentage. Title: Customer Segmentation by Market Share. "
+        "Professional appearance clear labels"
+    ),
+    (
+        "16_segment_attractiveness.png",
+        "scientific-schematics",
+        "2x2 segment attractiveness matrix {topic}. X-axis Segment Size Small to Large. "
+        "Y-axis Growth Rate Low to High. Quadrants: Upper-right PRIORITY Invest Heavily green, "
+        "Upper-left INVEST TO GROW yellow, Lower-right HARVEST orange, "
+        "Lower-left DEPRIORITIZE gray. Plot customer segments as circles. "
+        "Circle size = profitability. Different colors. Professional"
+    ),
+    (
+        "17_customer_journey.png",
+        "scientific-schematics",
+        "Customer journey horizontal flowchart {topic}. 5 stages left to right: Awareness, "
+        "Consideration, Decision, Implementation, Advocacy. Each stage shows Key Activities, "
+        "Pain Points, Touchpoints in rows below. Icons for each stage. "
+        "Color gradient light to dark. Professional clear labels"
+    ),
+    
+    # Technology Roadmap
+    (
+        "18_technology_roadmap.png",
+        "scientific-schematics",
+        "Technology roadmap {topic} 2024 to 2030. Three parallel horizontal tracks: "
+        "Core Technology blue, Emerging Technology green, Enabling Technology orange. "
+        "Milestones and tech introductions marked on each track. Vertical lines connect "
+        "related tech. Year markers. Technology names labeled. Professional appearance"
+    ),
+    (
+        "19_innovation_curve.png",
+        "scientific-schematics",
+        "Gartner Hype Cycle curve for {topic} technologies. Five phases: Innovation Trigger "
+        "rising, Peak of Inflated Expectations at top, Trough of Disillusionment at bottom, "
+        "Slope of Enlightenment rising, Plateau of Productivity stable. "
+        "Plot 6-8 technologies on curve with labels. Color by category. Professional clear labels"
+    ),
+    
+    # Regulatory Timeline
+    (
+        "20_regulatory_timeline.png",
+        "scientific-schematics",
+        "Regulatory timeline {topic} 2020 to 2028. Past regulations dark blue solid markers, "
+        "current green marker, upcoming light blue dashed. Each shows regulation name, date, "
+        "brief description. Vertical NOW line at 2024. Professional appearance clear labels"
+    ),
+    
+    # Risk Mitigation Matrix
+    (
+        "21_risk_mitigation.png",
+        "scientific-schematics",
+        "Risk mitigation diagram {topic}. Left column risks in orange/red boxes. "
+        "Right column mitigation strategies in green/blue boxes. Arrows connecting "
+        "risks to mitigations. Group by category. Risk severity by color intensity. "
+        "Include prevention and response. Professional clear labels"
+    ),
+    
+    # Opportunity Matrix
+    (
+        "22_opportunity_matrix.png",
+        "scientific-schematics",
+        "2x2 opportunity matrix {topic}. X-axis Market Attractiveness Low to High. "
+        "Y-axis Ability to Win Low to High. Quadrants: Upper-right PURSUE AGGRESSIVELY green, "
+        "Upper-left BUILD CAPABILITIES yellow, Lower-right SELECTIVE INVESTMENT yellow, "
+        "Lower-left AVOID red. Plot 6-8 opportunity circles with labels. "
+        "Size = opportunity value. Professional"
+    ),
+    
+    # Recommendation Priority Matrix
+    (
+        "23_recommendation_priority.png",
+        "scientific-schematics",
+        "2x2 priority matrix {topic} recommendations. X-axis Effort Low to High. "
+        "Y-axis Impact Low to High. Quadrants: Upper-left QUICK WINS green Do First, "
+        "Upper-right MAJOR PROJECTS blue Plan Carefully, Lower-left FILL-INS gray Do If Time, "
+        "Lower-right THANKLESS TASKS red Avoid. Plot 6-8 numbered recommendations. Professional"
+    ),
+    
+    # Implementation Timeline
+    (
+        "24_implementation_timeline.png",
+        "scientific-schematics",
+        "Gantt chart implementation {topic} 24 months. Phase 1 Foundation months 1-6 dark blue. "
+        "Phase 2 Build months 4-12 medium blue. Phase 3 Scale months 10-18 teal. "
+        "Phase 4 Optimize months 16-24 light blue. Overlapping bars. "
+        "Key milestones as diamonds. Month markers X-axis. Professional"
+    ),
+    
+    # Milestone Tracker
+    (
+        "25_milestone_tracker.png",
+        "scientific-schematics",
+        "Milestone tracker {topic} horizontal timeline 8-10 milestones. "
+        "Each shows date, name, status: Completed green check, In Progress yellow circle, "
+        "Upcoming gray circle. Group by phase. Phase labels above. "
+        "Connected timeline line. Professional"
+    ),
+    
+    # Financial Projections
+    (
+        "26_financial_projections.png",
+        "scientific-schematics",
+        "Combined bar and line chart {topic} 5-year projections. Bar chart revenue "
+        "primary Y-axis dollars. Line chart growth rate secondary Y-axis percent. "
+        "Three scenarios: Conservative gray, Base Case blue, Optimistic green. "
+        "X-axis Year 1-5. Data labels. Legend. Title Financial Projections 5-Year. Professional"
+    ),
+    
+    # Scenario Analysis
+    (
+        "27_scenario_analysis.png",
+        "scientific-schematics",
+        "Grouped bar chart {topic} scenario comparison. X-axis metrics: Revenue Y5, "
+        "EBITDA Y5, Market Share, ROI. Three bars per metric: Conservative gray, "
+        "Base Case blue, Optimistic green. Data labels. Legend. "
+        "Title Scenario Analysis Comparison. Professional clear labels"
+    ),
+]
+
+
+def get_script_path(tool: str) -> Path:
+    """Get the path to the appropriate generation script."""
+    base_path = Path(__file__).parent.parent.parent  # skills directory
+    
+    if tool == "scientific-schematics":
+        return base_path / "scientific-schematics" / "scripts" / "generate_schematic.py"
+    elif tool == "generate-image":
+        return base_path / "generate-image" / "scripts" / "generate_image.py"
+    else:
+        raise ValueError(f"Unknown tool: {tool}")
+
+
+def generate_visual(
+    filename: str,
+    tool: str,
+    prompt: str,
+    output_dir: Path,
+    topic: str,
+    skip_existing: bool = False,
+    verbose: bool = False
+) -> bool:
+    """Generate a single visual using the appropriate tool."""
+    output_path = output_dir / filename
+    
+    # Skip if exists and skip_existing is True
+    if skip_existing and output_path.exists():
+        if verbose:
+            print(f"  [SKIP] {filename} already exists")
+        return True
+    
+    # Format prompt with topic
+    formatted_prompt = prompt.format(topic=topic)
+    
+    # Get script path
+    script_path = get_script_path(tool)
+    
+    if not script_path.exists():
+        print(f"  [ERROR] Script not found: {script_path}")
+        return False
+    
+    # Build command
+    if tool == "scientific-schematics":
+        cmd = [
+            sys.executable,
+            str(script_path),
+            formatted_prompt,
+            "-o", str(output_path),
+            "--doc-type", "report"
+        ]
+    else:  # generate-image
+        cmd = [
+            sys.executable,
+            str(script_path),
+            formatted_prompt,
+            "--output", str(output_path)
+        ]
+    
+    if verbose:
+        print(f"  [GEN] {filename}")
+        print(f"        Tool: {tool}")
+        print(f"        Prompt: {formatted_prompt[:80]}...")
+    
+    try:
+        result = subprocess.run(
+            cmd,
+            capture_output=True,
+            text=True,
+            timeout=120  # 2 minute timeout per image
+        )
+        
+        if result.returncode == 0:
+            if verbose:
+                print(f"  [OK] {filename} generated successfully")
+            return True
+        else:
+            print(f"  [ERROR] {filename} failed:")
+            if result.stderr:
+                print(f"         {result.stderr[:200]}")
+            return False
+            
+    except subprocess.TimeoutExpired:
+        print(f"  [TIMEOUT] {filename} generation timed out")
+        return False
+    except Exception as e:
+        print(f"  [ERROR] {filename}: {str(e)}")
+        return False
+
+
+def main():
+    parser = argparse.ArgumentParser(
+        description="Generate visuals for a market research report (default: 5-6 core visuals)"
+    )
+    parser.add_argument(
+        "--topic", "-t",
+        required=True,
+        help="Market topic (e.g., 'Electric Vehicle Charging Infrastructure')"
+    )
+    parser.add_argument(
+        "--output-dir", "-o",
+        default="figures",
+        help="Output directory for generated images (default: figures)"
+    )
+    parser.add_argument(
+        "--all", "-a",
+        action="store_true",
+        help="Generate all 27 extended visuals (default: only core 5-6)"
+    )
+    parser.add_argument(
+        "--skip-existing", "-s",
+        action="store_true",
+        help="Skip generation if file already exists"
+    )
+    parser.add_argument(
+        "--verbose", "-v",
+        action="store_true",
+        help="Show detailed output"
+    )
+    parser.add_argument(
+        "--dry-run",
+        action="store_true",
+        help="Show what would be generated without actually generating"
+    )
+    parser.add_argument(
+        "--only",
+        type=str,
+        help="Only generate visuals matching this pattern (e.g., '01_', 'porter')"
+    )
+    
+    args = parser.parse_args()
+    
+    # Create output directory
+    output_dir = Path(args.output_dir)
+    if not args.dry_run:
+        output_dir.mkdir(parents=True, exist_ok=True)
+    
+    print(f"\n{'='*60}")
+    print(f"Market Research Visual Generator")
+    print(f"{'='*60}")
+    print(f"Topic: {args.topic}")
+    print(f"Output Directory: {output_dir.absolute()}")
+    print(f"Mode: {'All Visuals (27)' if args.all else 'Core Visuals Only (5-6)'}")
+    print(f"Skip Existing: {args.skip_existing}")
+    print(f"{'='*60}\n")
+    
+    # Select visual set based on --all flag
+    if args.all:
+        visuals_to_generate = CORE_VISUALS + EXTENDED_VISUALS
+        print("Generating ALL visuals (core + extended)\n")
+    else:
+        visuals_to_generate = CORE_VISUALS
+        print("Generating CORE visuals only (use --all for extended set)\n")
+    
+    # Filter visuals if --only specified
+    if args.only:
+        pattern = args.only.lower()
+        visuals_to_generate = [
+            v for v in VISUALS 
+            if pattern in v[0].lower() or pattern in v[2].lower()
+        ]
+        print(f"Filtered to {len(visuals_to_generate)} visuals matching '{args.only}'\n")
+    
+    if args.dry_run:
+        print("DRY RUN - The following visuals would be generated:\n")
+        for filename, tool, prompt in visuals_to_generate:
+            formatted = prompt.format(topic=args.topic)
+            print(f"  {filename}")
+            print(f"    Tool: {tool}")
+            print(f"    Prompt: {formatted[:60]}...")
+            print()
+        return
+    
+    # Generate all visuals
+    total = len(visuals_to_generate)
+    success = 0
+    failed = 0
+    skipped = 0
+    
+    for i, (filename, tool, prompt) in enumerate(visuals_to_generate, 1):
+        print(f"\n[{i}/{total}] Generating {filename}...")
+        
+        result = generate_visual(
+            filename=filename,
+            tool=tool,
+            prompt=prompt,
+            output_dir=output_dir,
+            topic=args.topic,
+            skip_existing=args.skip_existing,
+            verbose=args.verbose
+        )
+        
+        if result:
+            if args.skip_existing and (output_dir / filename).exists():
+                skipped += 1
+            else:
+                success += 1
+        else:
+            failed += 1
+    
+    # Print summary
+    print(f"\n{'='*60}")
+    print(f"Generation Complete")
+    print(f"{'='*60}")
+    print(f"Total:    {total}")
+    print(f"Success:  {success}")
+    print(f"Skipped:  {skipped}")
+    print(f"Failed:   {failed}")
+    print(f"{'='*60}")
+    
+    if failed > 0:
+        print(f"\nWARNING: {failed} visuals failed to generate.")
+        print("Check the output above for error details.")
+        print("You may need to generate failed visuals manually.")
+    
+    print(f"\nOutput directory: {output_dir.absolute()}")
+
+
+if __name__ == "__main__":
+    main()