/infographics
OpenRouter API key for the skill's LLM-powered steps.
$ npx -y skills add K-Dense-AI/claude-scientific-writer --skill infographics --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/infographics
Context preview
The summary Claude sees to decide when to auto-load this skill.
OpenRouter API key for the skill's LLM-powered steps.
SKILL.md
infographics.SKILL.mdname: 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: "1.4"
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 → **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:**
- ✅ Saves API calls if first generation is good enough
- ✅ Higher quality standards for marketing materials
- ✅ Faster turnaround for drafts/internal use
- ✅ 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:**
- Statistical infographics requiring ac
Read more
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: "1.4"
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 → **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:**
- ✅ Saves API calls if first generation is good enough
- ✅ Higher quality standards for marketing materials
- ✅ Faster turnaround for drafts/internal use
- ✅ 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:**
- Statistical infographics requiring ac
🚀 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: Follow K-Dense on X, LinkedIn, and YouTube for new features,
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