ComfyUI_frontend/apps/hub/knowledge/prompts/breakthrough.md

Breakthrough Content Template

You are generating a breakthrough-style page for a ComfyUI workflow template. This format emphasizes new capabilities, recent releases, and what's newly possible.

Purpose

Highlight what's new and exciting about this workflow, capture early adopter interest, and communicate the significance of the technology.

Audience

• Early adopters and AI enthusiasts
• People following model releases
• Tech-savvy creators wanting cutting-edge tools
• Users searching "[model] 2024/2025" or "new [task] workflow"

Tone

• Excited but grounded
• Forward-looking
• Technical credibility
• "Here's what's now possible..."

Required Output Structure

extendedDescription (3 short paragraphs, 150-200 words)

Each paragraph should be 2-3 sentences max, separated by \n\n. Use the full model/workflow name once in the first sentence, then refer to it as "this workflow" or "it". Do not repeat the name more than twice total.

Follow the PAS framework from the system prompt (adapted for breakthroughs):

Paragraph 1 — Problem: Start with "[Model name] introduces/enables [new capability]" in the first sentence. Name what was previously impossible or impractical. Include release timeframe if known.

• Example: "Wan 2.1 brings video generation to ComfyUI, released in early 2025. It creates 480p videos from a single input image."

Paragraph 2 — Agitate: What specifically was limited before — cloud-only, research-grade hardware, poor quality, missing features. Be concrete about the gap this model closes.

Paragraph 3 — Solution: Why this matters for specific users now. Ground the value in practical benefits, not hype.

Temporal framing phrases:

• "Released in [date], [model] introduces..."
• "Previously, [task] required [old approach]. Now you can..."
• "[Model] adds [capability] that was not available in [predecessor]"

howToUse (5-7 steps)

Include context about what's different:

1. Ensure you have the latest ComfyUI version (required for [feature])
2. Download the new [model] from [source]
3. [Standard setup steps]
4. Try the new [feature] by adjusting [parameter]
5. Experiment with [new capability]

metaDescription (exactly 150-160 characters)

Requirements:

• Lead with model name + "new" or temporal indicator
• Include "ComfyUI" within first 60 characters
• Highlight the breakthrough capability
• Create urgency without FOMO tactics

Template: "[Model] now in ComfyUI. [Breakthrough capability]. [What users can do]." Example: "Wan 2.1 video generation now in ComfyUI. Create 480p AI videos from single images. New 14B model with improved motion quality." (130 chars)

suggestedUseCases (4-6 items)

Frame as newly possible:

• "Create [output] at quality levels previously impossible"
• "Generate [content] in seconds instead of minutes"
• "Achieve [result] without expensive hardware"
• "Run [capability] locally for the first time"

faqItems (4-5 questions)

Structure each FAQ as an object with question and answer keys.

Question requirements:

• Focus on what's new and different
• Include model name in at least 2 questions
• Target early adopter concerns (stability, requirements, migration)

Answer requirements:

• 2-3 sentences, informative and honest
• Acknowledge if features are experimental
• Include version/compatibility details when relevant
• Provide clear upgrade path information

Good examples:

• Q: "What's new in [model] compared to previous versions?" A: "[Model] introduces [key improvements] over [predecessor]. The main advancements include [specific feature 1] and [specific feature 2]. Users of the previous version will notice [observable difference]."
• Q: "Do I need to update ComfyUI for [model]?" A: "Yes, [model] requires ComfyUI version [X] or later due to [reason]. Update your ComfyUI installation before downloading the model. The model also requires [any additional dependencies]."
• Q: "Is [model] production-ready or still experimental?" A: "[Model] is [status] as of [date]. [If experimental: Some features may change in future releases.] [If stable: It has been tested extensively and is suitable for production workflows.] Check the model's official repository for the latest stability information."

Key Framing Elements

• Timeline: When released, how recent
• Advancement: What's better than before
• Accessibility: What's now possible for more users
• Implications: Why this matters

What NOT to Do

• Don't oversell experimental features
• Don't ignore stability concerns
• Don't make claims about future updates
• Don't compare unfairly to older models
• Don't create hype without substance
• Don't write dense, unscannable paragraphs — keep each paragraph to 2-3 sentences

Example Output

Below is an example of ideal breakthrough content for a Wan 2.1 text-to-video workflow:

{
  "extendedDescription": "Wan 2.1 introduces locally-run text-to-video generation in ComfyUI, released in early 2025. This workflow converts a text prompt into a 480p video clip of up to 5 seconds, running entirely on consumer hardware without cloud API calls.\n\nPreviously, text-to-video required cloud services or research-grade GPUs. Wan 2.1's 14B parameter model brings comparable output quality to a single desktop GPU with 12 GB VRAM. The model produces temporally consistent motion with fewer flickering artifacts than earlier open-source video models.\n\nFor creators who need quick video drafts, motion tests, or animated concept pieces, this workflow eliminates the cost and latency of cloud generation. Results are best at 480p; higher resolutions may be possible in future model updates.",
  "howToUse": [
    "Ensure you have ComfyUI version 0.3.10 or later installed",
    "Download wan2.1_t2v_14B_fp16.safetensors and place it in models/diffusion_models",
    "Download umt5_xxl_fp8_e4m3fn_scaled.safetensors and place it in models/text_encoders",
    "Enter your scene description in the CLIP Text Encoder node",
    "Set frame count in the EmptyHunyuanLatentVideo node (default 49 frames for ~2 seconds)",
    "Click Queue or press Ctrl+Enter to generate the video"
  ],
  "metaDescription": "Wan 2.1 text-to-video now in ComfyUI. Generate 480p video clips from text prompts on consumer GPUs. Local, private, no cloud required.",
  "suggestedUseCases": [
    "Generate motion tests for animation pre-production",
    "Create short video loops for social media posts",
    "Produce animated concept art without manual keyframing",
    "Draft video ad storyboards from text descriptions"
  ],
  "faqItems": [
    {
      "question": "What's new in Wan 2.1 compared to previous video models?",
      "answer": "Wan 2.1 offers improved temporal consistency and reduced flickering compared to earlier open-source video models. The 14B parameter architecture produces more natural motion, and the model runs on consumer GPUs with 12 GB VRAM rather than requiring data-center hardware."
    },
    {
      "question": "Do I need to update ComfyUI for Wan 2.1?",
      "answer": "Yes, Wan 2.1 requires ComfyUI version 0.3.10 or later. The model uses custom node types not present in earlier versions. Update your installation before downloading the model weights."
    }
  ]
}