/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: Read the K-Dense blog, and follow us on X, LinkedIn, and YouTube
Other skills on claude-scientific-writer.
clinical-decision-supp…
Prepare and validate research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance…
clinical-reports
Create safety-bounded draft structures and run local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research reports. Use…
docx
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any…
hypothesis-generation
Formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions,…

