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

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claude-scientific-writer
2.2k78 skills1 command
Install
$ npx -y skills add K-Dense-AI/claude-scientific-writer --skill infographics --agent claude-code

How 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.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: "1.4"
  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
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Ships withclaude-scientific-writer

🚀 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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MIT
License
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Repo: K-Dense-AI/claude-scientific-writer

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