AI Art Knowledge Graph (KG)
A structured hub connecting anime, comic, and visual style topics with techniques, workflows, tools, and prompt guidance. Use this map to move from inspiration to production.
Updated
Nov 18, 2025
Cluster path
/anime/kg
Graph links
12 cross-links
What the Knowledge Graph Covers
This hub maps core entities used in AI-generated art: styles (anime, manga, western comics), techniques (lineart, screentones, cel shading), workflows (txt2img, img2img, inpainting), tools (Stable Diffusion, ComfyUI, ControlNet, LoRA), and prompt patterns. Each node links to related topics, recommended parameters, and example outputs.
- Discover styles with example prompts and parameter ranges
- Jump to compatible workflows and tools
- Follow influences and related techniques
How to Use This Hub
Start from a style or technique, then branch into suggested workflows and tools. Use internal links to compare options and copy prompt templates. Each connected page shows practical settings, pitfalls, and before/after examples.
- Browse by family: Anime, Comic, or Style techniques
- Open a workflow and copy a ready-to-run template
- Track compatible models, LoRAs, and ControlNet settings
Core Entities in the Graph
Styles: anime variants, manga lineart looks, western comic aesthetics. Techniques: cel shading, screentones, speed lines, halftone, line weight control. Workflows: txt2img baseline, img2img style transfer, inpainting for panels, upscaling and cleanup. Tools: Stable Diffusion, ComfyUI, A1111, ControlNet modules, LoRA training. Parameters: CFG guidance, denoise strength, steps, samplers, negative prompts.
- Styles and substyles with influences and references
- Technique pages with step-by-step settings
- Workflows linking tools, nodes, and checkpoints
Popular Navigation Paths
These common routes show how to move from idea to output while staying consistent across anime and comic styles.
- Anime style → Cel shading → ComfyUI pipeline → ControlNet pose
- Manga lineart → Screentone shading → Inpainting panels → Print-ready export
- Western comic look → Dynamic composition → Speed lines → Color grading
- Character concept → LoRA assist → Img2img refinements → Negative prompt cleanup
Decision Aids and Parameters
Each node highlights proven settings and trade-offs. Expect typical sampler choices, CFG ranges for line clarity vs. creativity, denoise strength for style transfer fidelity, ControlNet weights for pose adherence, and LoRA strengths for character consistency.
- CFG and sampler suggestions per style
- Denoise and strength ranges for img2img
- ControlNet weights and preprocess tips
Quality and Consistency Signals
Pages in this graph emphasize reproducibility: versioned prompts, seed control when useful, reference images or style boards, and pitfalls to avoid (line breakage, over-sharpened screentones, color banding).
- Versioned prompt templates
- Before/after with seeds and parameters
- Common failure modes and fixes
Contribute or Request a Topic
Suggest missing styles, techniques, or workflows. Provide sample prompts, settings, and example outputs so the graph can link your contribution across related topics.
- Propose a new style or technique
- Share a reproducible workflow
- Report outdated settings for update
Cluster map
Trace how this page sits inside the KG.
- Anime generation hub
- Ai
- Ai Anime Short Film
- Aigc Anime
- Anime Style Prompts
- Brand Safe Anime Content
- Cel Shaded Anime Look
- Character Bible Ingestion
- Comfyui
- Consistent Characters
- Dark Fantasy Seinen
- Episode Arcs
- Flat Pastel Shading
- Generators
- Guides
- Inking
- Interpolation
- Kg
- Manga Panel Generator
- Metrics
- Mood Wardrobe Fx
- Neon
- Palettes
- Pipelines
- Problems
- Quality
- Render
- Story Development
- Styles
- Technique
- Tools
- Use Cases
- Video
- Vtuber Highlights
- Workflow
- Workflows
- Blog
- Comic
- Style
Graph links
Neighboring nodes this topic references.
Anime Styles
Entry point to style variants and anime-specific prompt templates.
Manga Lineart
Technique page for clean lines, inking, and line weight control.
Cel Shading
Foundational anime coloring technique with parameter guidance.
Screentone Shading
Comic shading technique with halftone control and moiré avoidance.
ComfyUI Anime Workflow
End-to-end pipeline for consistent anime outputs.
ControlNet Pose
Pose guidance module for character consistency and action panels.
LoRA Training for Anime
Focused guide to training lightweight adapters for character and style.
Negative Prompts for Clean Lineart
Prompt patterns to reduce artifacts and preserve line integrity.
CFG Guidance and Stylization
Parameter tuning guide for style strength versus fidelity.
Inpainting for Comic Panels
Use case for panel edits, continuity fixes, and layout tweaks.
Dynamic Composition and Speed Lines
Composition techniques for motion and impact in action scenes.
Anime Color Grading
Color harmonies, palettes, and post-processing for anime looks.
Topic summary
Condensed context generated from the KG.
The KG organizes AI art knowledge into connected nodes: styles, techniques, workflows, tools, models, and prompt patterns. Navigate clusters to find reliable, repeatable results for anime and comic creation.