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Canghe Infographic

  • 483 installs
  • 424 repo stars
  • Updated June 8, 2026
  • freestylefly/canghe-skills

canghe-infographic is a generative-media skill that turns structured talking points, metrics, or feature lists into shareable infographic layouts for developers who need launch, explainer, and social visuals without manu

About

canghe-infographic is a skill from freestylefly/canghe-skills that converts structured talking points, metrics, or feature lists into shareable infographic layouts. It targets developers and technical teams preparing launch assets, product explainers, or social posts who have the facts but not a design-ready composition. The workflow emphasizes layout from structured inputs—bullets, numbers, feature names—rather than freeform illustration. Reach for canghe-infographic when a release note, feature announcement, or metrics recap needs a visual summary for Twitter, LinkedIn, or blog embeds. It complements copywriting skills by producing visual artifacts suited to distribution, not replacing brand guideline systems or complex data-viz dashboards.

  • Converts bullet insights into visual infographic compositions
  • Helps explain metrics, comparisons, and process flows quickly
  • Pairs well with launch posts and educational content series
  • Cuts time versus hand-building charts in design software

Canghe Infographic by the numbers

  • 483 all-time installs (skills.sh)
  • Ranked #408 of 1,337 Generative Media skills by installs in the Skillselion catalog
  • Data as of Jul 31, 2026 (Skillselion catalog sync)
npx skills add https://github.com/freestylefly/canghe-skills --skill canghe-infographic

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Listed on Skillselion
Installs483
repo stars424
Last updatedJune 8, 2026
Repositoryfreestylefly/canghe-skills

How do you turn metrics into infographics?

Turn structured talking points, metrics, or feature lists into shareable infographic layouts for launches, explainers, and social distribution.

Who is it for?

Developers preparing launch or explainer posts who have structured bullets and metrics but need a quick infographic layout.

Skip if: Interactive dashboards, print-ready brand campaigns, or deep statistical charting that needs a dedicated viz stack.

When should I use this skill?

The user asks for an infographic from talking points, metrics, feature lists, or launch explainers using canghe skills.

What you get

Shareable infographic layout files ready for social and launch distribution.

  • Infographic layout asset
  • Social-ready visual summary

Files

SKILL.mdMarkdownGitHub ↗

Infographic Generator

Two dimensions: layout (information structure) × style (visual aesthetics). Freely combine any layout with any style.

Usage

/canghe-infographic path/to/content.md
/canghe-infographic path/to/content.md --layout hierarchical-layers --style technical-schematic
/canghe-infographic path/to/content.md --aspect portrait --lang zh
/canghe-infographic  # then paste content

Options

OptionValues
--layout20 options (see Layout Gallery), default: bento-grid
--style17 options (see Style Gallery), default: craft-handmade
--aspectlandscape (16:9), portrait (9:16), square (1:1)
--langen, zh, ja, etc.

Layout Gallery

LayoutBest For
linear-progressionTimelines, processes, tutorials
binary-comparisonA vs B, before-after, pros-cons
comparison-matrixMulti-factor comparisons
hierarchical-layersPyramids, priority levels
tree-branchingCategories, taxonomies
hub-spokeCentral concept with related items
structural-breakdownExploded views, cross-sections
bento-gridMultiple topics, overview (default)
icebergSurface vs hidden aspects
bridgeProblem-solution
funnelConversion, filtering
isometric-mapSpatial relationships
dashboardMetrics, KPIs
periodic-tableCategorized collections
comic-stripNarratives, sequences
story-mountainPlot structure, tension arcs
jigsawInterconnected parts
venn-diagramOverlapping concepts
winding-roadmapJourney, milestones
circular-flowCycles, recurring processes

Full definitions: references/layouts/<layout>.md

Style Gallery

StyleDescription
craft-handmadeHand-drawn, paper craft (default)
claymation3D clay figures, stop-motion
kawaiiJapanese cute, pastels
storybook-watercolorSoft painted, whimsical
chalkboardChalk on black board
cyberpunk-neonNeon glow, futuristic
bold-graphicComic style, halftone
aged-academiaVintage science, sepia
corporate-memphisFlat vector, vibrant
technical-schematicBlueprint, engineering
origamiFolded paper, geometric
pixel-artRetro 8-bit
ui-wireframeGrayscale interface mockup
subway-mapTransit diagram
ikea-manualMinimal line art
knollingOrganized flat-lay
lego-brickToy brick construction

Full definitions: references/styles/<style>.md

Recommended Combinations

Content TypeLayout + Style
Timeline/Historylinear-progression + craft-handmade
Step-by-steplinear-progression + ikea-manual
A vs Bbinary-comparison + corporate-memphis
Hierarchyhierarchical-layers + craft-handmade
Overlapvenn-diagram + craft-handmade
Conversionfunnel + corporate-memphis
Cyclescircular-flow + craft-handmade
Technicalstructural-breakdown + technical-schematic
Metricsdashboard + corporate-memphis
Educationalbento-grid + chalkboard
Journeywinding-roadmap + storybook-watercolor
Categoriesperiodic-table + bold-graphic

Default: bento-grid + craft-handmade

Output Structure

infographic/{topic-slug}/
├── source-{slug}.{ext}
├── analysis.md
├── structured-content.md
├── prompts/infographic.md
└── infographic.png

Slug: 2-4 words kebab-case from topic. Conflict: append -YYYYMMDD-HHMMSS.

Core Principles

  • Preserve all source data verbatim—no summarization or rephrasing
  • Define learning objectives before structuring content
  • Structure for visual communication (headlines, labels, visual elements)

Workflow

Step 1: Setup & Analyze

1.1 Load Preferences (EXTEND.md)

Use Bash to check EXTEND.md existence (priority order):

# Check project-level first
test -f .canghe-skills/canghe-infographic/EXTEND.md && echo "project"

# Then user-level (cross-platform: $HOME works on macOS/Linux/WSL)
test -f "$HOME/.canghe-skills/canghe-infographic/EXTEND.md" && echo "user"

┌────────────────────────────────────────────────────┬───────────────────┐ │ Path │ Location │ ├────────────────────────────────────────────────────┼───────────────────┤ │ .canghe-skills/canghe-infographic/EXTEND.md │ Project directory │ ├────────────────────────────────────────────────────┼───────────────────┤ │ $HOME/.canghe-skills/canghe-infographic/EXTEND.md │ User home │ └────────────────────────────────────────────────────┴───────────────────┘

┌───────────┬───────────────────────────────────────────────────────────────────────────┐ │ Result │ Action │ ├───────────┼───────────────────────────────────────────────────────────────────────────┤ │ Found │ Read, parse, display summary │ ├───────────┼───────────────────────────────────────────────────────────────────────────┤ │ Not found │ Ask user with AskUserQuestion (see references/config/first-time-setup.md) │ └───────────┴───────────────────────────────────────────────────────────────────────────┘

EXTEND.md Supports: Preferred layout/style | Default aspect ratio | Custom style definitions | Language preference

Schema: references/config/preferences-schema.md

1.2 Analyze Content → `analysis.md`

1. Save source content (file path or paste → source.md)

  • Backup rule: If source.md exists, rename to source-backup-YYYYMMDD-HHMMSS.md

2. Analyze: topic, data type, complexity, tone, audience 3. Detect source language and user language 4. Extract design instructions from user input 5. Save analysis

  • Backup rule: If analysis.md exists, rename to analysis-backup-YYYYMMDD-HHMMSS.md

See references/analysis-framework.md for detailed format.

Step 2: Generate Structured Content → structured-content.md

Transform content into infographic structure: 1. Title and learning objectives 2. Sections with: key concept, content (verbatim), visual element, text labels 3. Data points (all statistics/quotes copied exactly) 4. Design instructions from user

Rules: Markdown only. No new information. All data verbatim.

See references/structured-content-template.md for detailed format.

Step 3: Recommend Combinations

Recommend 3-5 layout×style combinations based on:

  • Data structure → matching layout
  • Content tone → matching style
  • Audience expectations
  • User design instructions

Step 4: Confirm Options

Use single AskUserQuestion call with multiple questions to confirm all options together:

QuestionWhenOptions
CombinationAlways3+ layout×style combos with rationale
AspectAlwayslandscape (16:9), portrait (9:16), square (1:1)
LanguageOnly if source ≠ user languageLanguage for text content

Important: Do NOT split into separate AskUserQuestion calls. Combine all applicable questions into one call.

Step 5: Generate Prompt → prompts/infographic.md

Backup rule: If prompts/infographic.md exists, rename to prompts/infographic-backup-YYYYMMDD-HHMMSS.md

Combine: 1. Layout definition from references/layouts/<layout>.md 2. Style definition from references/styles/<style>.md 3. Base template from references/base-prompt.md 4. Structured content from Step 2 5. All text in confirmed language

Step 6: Generate Image

1. Select available image generation skill (ask user if multiple) 2. Check for existing file: Before generating, check if infographic.png exists

  • If exists: Rename to infographic-backup-YYYYMMDD-HHMMSS.png

3. Call with prompt file and output path 4. On failure, auto-retry once

Step 7: Output Summary

Report: topic, layout, style, aspect, language, output path, files created.

References

  • references/analysis-framework.md - Analysis methodology
  • references/structured-content-template.md - Content format
  • references/base-prompt.md - Prompt template
  • references/layouts/<layout>.md - 20 layout definitions
  • references/styles/<style>.md - 17 style definitions

Extension Support

Custom configurations via EXTEND.md. See Step 1.1 for paths and supported options.

Related skills

FAQ

What inputs does canghe-infographic accept?

canghe-infographic accepts structured talking points, metrics, or feature lists and turns them into shareable infographic layouts for launches, explainers, and social distribution.

When should canghe-infographic be used?

canghe-infographic should be used when developers have structured facts or features and need a quick infographic for launch or social channels instead of manual design assembly.

Generative Mediacontentdistribution

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