How do I install the Sglang Diffusion Video skill?

Run npx skillmds@latest add leoyeai-openclaw-master-skills/sglang-diffusion-video in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Sglang Diffusion Video safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: executes scripts, makes network calls, reads secrets. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Sglang Diffusion Video?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Sglang Diffusion Video free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Sglang Diffusion Video?

LeoYeAI (@leoyeai-openclaw-master-skills) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Sglang Diffusion Video by leoyeai-openclaw-master-skills

Name: Sglang Diffusion Video
Rating: 4.2 (5 reviews)
Author: LeoYeAI

Sglang Diffusion Video

Generate videos using a local SGLang-Diffusion server (Wan2.2, Hunyuan, FastWan, etc.). Use when: user asks to generate, create, or render a video with a locally running SGLang-Diffusion instance. NOT for: cloud-hosted video APIs or image generation (use sglang-diffusion for images). Requires a running SGLang-Diffusion server with a video model loaded.

LeoYeAI Updated Sep 10, 2026

File contents

SGLang-Diffusion Video Generation

Generate videos via a local SGLang-Diffusion server's OpenAI-compatible API.

Video generation is asynchronous and takes several minutes. The script handles submission, polling, and download automatically.

Prerequisites

SGLang-Diffusion server running a video model (default: http://127.0.0.1:30000)
Supported models: Wan2.2-T2V, Wan2.2-I2V, FastWan, Hunyuan
If the server was started with --api-key, set SGLANG_DIFFUSION_API_KEY env var

Generate a video

python3 {baseDir}/scripts/generate_video.py --prompt "a curious raccoon exploring a garden"

Useful flags

python3 {baseDir}/scripts/generate_video.py --prompt "ocean waves at sunset" --size 1280x720
python3 {baseDir}/scripts/generate_video.py --prompt "city timelapse" --negative-prompt "blurry, low quality"
python3 {baseDir}/scripts/generate_video.py --prompt "dancing robot" --steps 50 --guidance-scale 7.5 --seed 42
python3 {baseDir}/scripts/generate_video.py --prompt "flying through clouds" --seconds 8 --fps 24 --out ./my-video.mp4
python3 {baseDir}/scripts/generate_video.py --prompt "flying through clouds" --server http://192.168.1.100:30000 --out ./my-video.mp4
python3 {baseDir}/scripts/generate_video.py --prompt "cat playing" --poll-interval 15 --timeout 1800
python3 {baseDir}/scripts/generate_video.py --prompt "animate this scene" --input-image /tmp/scene.png

API key (optional)

Only needed if the SGLang-Diffusion server was started with --api-key. Set SGLANG_DIFFUSION_API_KEY, or pass --api-key directly:

python3 {baseDir}/scripts/generate_video.py --prompt "hello" --api-key sk-my-key

Or configure in ~/.openclaw/openclaw.json:

{
 skills: {
   "sglang-diffusion-video": {
     env: { SGLANG_DIFFUSION_API_KEY: "sk-my-key" },
   },
 },
}

Notes

The script prints a MEDIA: line for OpenClaw to auto-attach on supported chat providers.
Output defaults to timestamped MP4 in /tmp/.
Video generation typically takes 5-15 minutes depending on GPU and model size.
Do not read the video back; report the saved path only.

---name: sglang-diffusion-videodescription: Generate videos using a local SGLang-Diffusion server (Wan2.2, Hunyuan, FastWan, etc.). Use when: user asks to generate, create, or render a video with a locally running SGLang-Diffusion instance. NOT for: cloud-hosted video APIs or image generation (use sglang-diffusion for images). Requires a running SGLang-Diffusion server with a video model loaded.---# SGLang-Diffusion Video GenerationGenerate videos via a local SGLang-Diffusion server's OpenAI-compatible API.Video generation is asynchronous and takes several minutes. The script handlessubmission, polling, and download automatically.## Prerequisites- SGLang-Diffusion server running a video model (default: `http://127.0.0.1:30000`)- Supported models: Wan2.2-T2V, Wan2.2-I2V, FastWan, Hunyuan- If the server was started with `--api-key`, set `SGLANG_DIFFUSION_API_KEY` env var## Generate a video```bashpython3 {baseDir}/scripts/generate_video.py --prompt "a curious raccoon exploring a garden"```## Useful flags```bashpython3 {baseDir}/scripts/generate_video.py --prompt "ocean waves at sunset" --size 1280x720python3 {baseDir}/scripts/generate_video.py --prompt "city timelapse" --negative-prompt "blurry, low quality"python3 {baseDir}/scripts/generate_video.py --prompt "dancing robot" --steps 50 --guidance-scale 7.5 --seed 42python3 {baseDir}/scripts/generate_video.py --prompt "flying through clouds" --seconds 8 --fps 24 --out ./my-video.mp4python3 {baseDir}/scripts/generate_video.py --prompt "flying through clouds" --server http://192.168.1.100:30000 --out ./my-video.mp4python3 {baseDir}/scripts/generate_video.py --prompt "cat playing" --poll-interval 15 --timeout 1800python3 {baseDir}/scripts/generate_video.py --prompt "animate this scene" --input-image /tmp/scene.png```## API key (optional)Only needed if the SGLang-Diffusion server was started with `--api-key`.Set `SGLANG_DIFFUSION_API_KEY`, or pass `--api-key` directly:```bashpython3 {baseDir}/scripts/generate_video.py --prompt "hello" --api-key sk-my-key```Or configure in `~/.openclaw/openclaw.json`:```json5{ skills: { "sglang-diffusion-video": { env: { SGLANG_DIFFUSION_API_KEY: "sk-my-key" }, }, },}```## Notes- The script prints a `MEDIA:` line for OpenClaw to auto-attach on supported chat providers.- Output defaults to timestamped MP4 in `/tmp/`.- Video generation typically takes 5-15 minutes depending on GPU and model size.- Do not read the video back; report the saved path only.

Frequently asked questions