# KV cache in nine visual styles

> A Chinese-language KV cache explainer shown in nine treatments, including editorial diagrams, dark technical dashboards, chalkboard notes, comic panels, pastel landscapes and isometric conveyor scenes.

- Kind: Video
- Page: https://meetreference.com/v/video-kv-cache-in-nine-visual-styles-6a366f/
- Ready-to-use agent handoff: https://meetreference.com/v/video-kv-cache-in-nine-visual-styles-6a366f/agent.txt
- Exact prompt as plain text: https://meetreference.com/v/video-kv-cache-in-nine-visual-styles-6a366f/prompt.txt
- Authorship: AI-made, per the source
- Made with: Not stated
- Model: Opus 5.5
- Built with: not stated
- Skills or plugins: Creator's skill templates
- Style: Explainers; editorial, technical, chalkboard, comic, isometric, pastel, diagrammatic
- Length and format: 45 sec, 16:9 (1280x720 source)
- Playback: a muted visual reference. The original soundtrack is available only at the source.
- Shared by @LufzzLiz in X, Oct 6, 2026: https://x.com/LufzzLiz/status/2107408409859359211
- Prompt fidelity: Paraphrased. The creator described the prompt in their own words rather than publishing it.

## Before you start

Guidance from Reference, separate from the creator's instructions.

1. Read the reference and inspect the project, installed libraries, and available agent skills before writing code. Reuse suitable tools already present.
2. Prefer the creator-reported libraries and skills when they fit the task. Explain what useful additions help with, and install missing project dependencies or relevant skills from official sources when the environment and the user's existing permissions allow it. Respect the project's package manager and setup rules; do not ask again for routine setup already authorized.
3. Distinguish tools used by the creator from your own recommendations. A listed tool is not automatically required, and an empty tools or requirements list means the setup is unknown, not that nothing is needed.
4. Ask concise questions when missing inputs or choices materially affect the result: paid services, credentials, the user's assets, or a different production approach. Use existing answers and permissions; continue independent work while waiting.
5. If a useful library, skill, or service cannot be installed or used, explain an available alternative and its expected effect on quality, features, or effort. Get the user's choice before a material compromise; otherwise state the fallback and continue. Never silently simplify the result or claim to have used a tool you did not use.

Requirements reported by the source: Install the creator-stated skill or plugin: Creator's skill templates..

## Recreating this video

These are the creator's published instructions, unedited.

## Prompt

```text
在 harness （claude 的模型最佳）使用该skill 完成关于【任意主题】的动画讲解，风格使用【v1 设计师】风格
```

## What it looks like

Written by Reference from the video frames, not by the creator.

A polished technical explainer style combining interface mockups, labeled diagrams, charts, and simplified illustrations.

- Color: Alternating deep navy and charcoal backgrounds with cream or pale green panels; bright yellow, cyan, magenta, red, and green accents.
- Type: Compact sans-serif labels and headings, with occasional large emphasis text; most text appears to be Chinese, alongside English technical terms such as “KV cache.”
- Framing: Clean, modular panels with strong alignment and clear visual hierarchy. Diagrams use boxes, connectors, arrows, and occasional illustrated objects to clarify concepts.
- Structure: Explanatory layouts pair short headings or labels with flowcharts, tables, grids, timelines, charts, and schematic illustrations.

Storyboard, nine frames spread across the video: https://meetreference.com/media/video-kv-cache-in-nine-visual-styles-6a366f/storyboard.webp

- Frame 1 at 2.5s: https://meetreference.com/media/video-kv-cache-in-nine-visual-styles-6a366f/f1.webp
- Frame 2 at 7.5s: https://meetreference.com/media/video-kv-cache-in-nine-visual-styles-6a366f/f2.webp
- Frame 3 at 12.5s: https://meetreference.com/media/video-kv-cache-in-nine-visual-styles-6a366f/f3.webp
- Frame 4 at 17.5s: https://meetreference.com/media/video-kv-cache-in-nine-visual-styles-6a366f/f4.webp
- Frame 5 at 22.5s: https://meetreference.com/media/video-kv-cache-in-nine-visual-styles-6a366f/f5.webp
- Frame 6 at 27.6s: https://meetreference.com/media/video-kv-cache-in-nine-visual-styles-6a366f/f6.webp
- Frame 7 at 32.6s: https://meetreference.com/media/video-kv-cache-in-nine-visual-styles-6a366f/f7.webp
- Frame 8 at 37.6s: https://meetreference.com/media/video-kv-cache-in-nine-visual-styles-6a366f/f8.webp
- Frame 9 at 42.6s: https://meetreference.com/media/video-kv-cache-in-nine-visual-styles-6a366f/f9.webp

## Links

- Watch: https://x.com/LufzzLiz/status/2107408409859359211
- Original post: https://x.com/LufzzLiz/status/2107408409859359211
- Discovery collection: https://data.openchamber.dev/opus-5-5-videos/v/lufzzliz-2107408409859359211