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/infographics

OpenRouter API key for the skill's LLM-powered steps.

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claude-scientific-writer
2.5k26 skills1 command

Claude Code

$ npx -y skills add K-Dense-AI/claude-scientific-writer --skill infographics --agent claude-code

SKILL.md

infographics.SKILL.md
name: infographics
description: "Create professional infographics using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3.6 Flash for quality review. Integrates research-lookup and web search for accurate data. Supports 10 infographic types, 8 industry styles, and colorblind-safe palettes."
allowed-tools: Read Write Edit Bash
metadata:
  version: "1.7"
  skill-author: K-Dense Inc.
  openclaw:
    primaryEnv: OPENROUTER_API_KEY
    envVars:
    - name: OPENROUTER_API_KEY
      required: false
      description: OpenRouter API key for the skill's LLM-powered steps.

Infographics

Overview

Infographics are visual representations of information, data, or knowledge designed to present complex content quickly and clearly. **This skill uses Nano Banana Pro AI for infographic generation with Gemini 3.6 Flash quality review and Perplexity Sonar for research.**

**How it works:**

  • (Optional) **Research phase**: Gather accurate facts and statistics using Perplexity Sonar
  • Describe your infographic in natural language
  • Nano Banana Pro generates publication-quality infographics automatically
  • **Gemini 3.6 Flash reviews quality** against document-type thresholds
  • **Smart iteration**: Only regenerates if quality is below threshold
  • Professional-ready output in minutes
  • No design skills required

**Quality Thresholds by Document Type:** | Document Type | Threshold | Description | |---------------|-----------|-------------| | marketing | 8.5/10 | Marketing materials - must be compelling | | report | 8.0/10 | Business reports - professional quality | | presentation | 7.5/10 | Slides, talks - clear and engaging | | social | 7.0/10 | Social media content | | internal | 7.0/10 | Internal use | | draft | 6.5/10 | Working drafts | | default | 7.5/10 | General purpose |

**Simply describe what you want, and Nano Banana Pro creates it.**

Quick Start

Generate any infographic by simply describing it:

# Generate a list infographic (default threshold 7.5/10)
python skills/infographics/scripts/generate_infographic.py \
  "5 benefits of regular exercise" \
  -o figures/exercise_benefits.png --type list

# Generate for marketing (highest threshold: 8.5/10)
python skills/infographics/scripts/generate_infographic.py \
  "Product features comparison" \
  -o figures/product_comparison.png --type comparison --doc-type marketing

# Generate with corporate style
python skills/infographics/scripts/generate_infographic.py \
  "Company milestones 2010-2025" \
  -o figures/timeline.png --type timeline --style corporate

# Generate with colorblind-safe palette
python skills/infographics/scripts/generate_infographic.py \
  "Heart disease statistics worldwide" \
  -o figures/health_stats.png --type statistical --palette wong

# Generate WITH RESEARCH for accurate, up-to-date data
python skills/infographics/scripts/generate_infographic.py \
  "Global AI market size and growth projections" \
  -o figures/ai_market.png --type statistical --research

**What happens behind the scenes:** 1. **(Optional) Research**: Perplexity Sonar gathers accurate facts, statistics, and data 2. **Generation 1**: Nano Banana Pro creates initial infographic following design best practices 3. **Review 1**: **Gemini 3.6 Flash** evaluates quality against document-type threshold 4. **Decision**: If quality >= threshold โ†’ **DONE** (no more iterations needed!) 5. **If below threshold**: Improved prompt based on critique, regenerate 6. **Repeat**: Until quality meets threshold OR max iterations reached

**Smart Iteration Benefits:**

  • โœ… Saves API calls if first generation is good enough
  • โœ… Higher quality standards for marketing materials
  • โœ… Faster turnaround for drafts/internal use
  • โœ… Appropriate quality for each use case

**Output**: Versioned images plus a detailed review log with quality scores, critiques, and early-stop information.

When to Use This Skill

Use the **infographics** skill when:

  • Presenting data or statistics in a visual format
  • Creating timeline visualizations for project milestones or history
  • Explaining processes, workflows, or step-by-step guides
  • Comparing options, products, or concepts side-by-side
  • Summarizing key points in an engaging visual format
  • Creating geographic or map-based data visualizations
  • Building hierarchical or organizational charts
  • Designing social media content or marketing materials

**Use scientific-schematics instead for:**

  • Technical flowcharts and circuit diagrams
  • Biological pathways and molecular diagrams
  • Neural network architecture diagrams
  • CONSORT/PRISMA methodology diagrams

---

Research Integration

Automatic Data Gathering (`--research`)

When creating infographics that require accurate, up-to-date data, use the `--research` flag to automatically gather facts and statistics using **Perplexity Sonar Pro**.

# Research and generate statistical infographic
python skills/infographics/scripts/generate_infographic.py \
  "Global renewable energy adoption rates by country" \
  -o figures/renewable_energy.png --type statistical --research

# Research for timeline infographic
python skills/infographics/scripts/generate_infographic.py \
  "History of artificial intelligence breakthroughs" \
  -o figures/ai_history.png --type timeline --research

# Research for comparison infographic
python skills/infographics/scripts/generate_infographic.py \
  "Electric vehicles vs hydrogen vehicles comparison" \
  -o figures/ev_hydrogen.png --type comparison --research

What Research Provides

The research phase automatically:

1. **Gathers Key Facts**: 5-8 relevant facts and statistics about the topic 2. **Provides Context**: Background information for accurate representation 3. **Finds Data Points**: Specific numbers, percentages, and dates 4. **Cites Sources**: Mentions major studies or sources 5. **Prioritizes Recency**: Focuses on 2023-2026 information

When to Use Research

**Enable research (`--research`) for:**

  • Statisti
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@k-dense-ai
Ships withclaude-scientific-writer

๐Ÿš€ Looking for more advanced capabilities? For end-to-end scientific writing, deep scientific search, advanced image generation and enterprise solutions, visit www.k-dense.ai Stay up to date: Read the K-Dense blog, and follow us on X, LinkedIn, and YouTube

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Questions about infographics.

Which coding agents can use infographics?
infographics installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.