universal-video-prompt-skill

universal-video-prompt-skill is a skill for Claude Code, Codex from AtlasCloudAI/awesome-seedance-2.5-prompts-skills. It costs 66 tokens per session (2,458 once invoked), scanned A, original, no licence file.

A video-prompt writing guide that separates a video brief from the specific format required by each video model. It can then adapt the same brief to a model you can access.

In plain words
What is it for?
Use it to compare video models, reuse one brief across providers, and prepare prompts for whichever model is available.
Why use it?
It avoids rewriting the same video idea for every provider and lets work continue when the preferred model is unavailable.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to compare video models, reuse one brief across providers, and prepare prompts for whichever model is available.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/atlascloudai/awesome-seedance-2.5-prompts-skills/universal-video-prompt-skill
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add AtlasCloudAI/awesome-seedance-2.5-prompts-skills --skill universal-video-prompt-skill
Clone the repo
git clone --depth 1 https://github.com/AtlasCloudAI/awesome-seedance-2.5-prompts-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for universal-video-prompt-skill

README.md
[![agentmods](https://agentmods.dev/badge/skills/atlascloudai/awesome-seedance-2.5-prompts-skills/universal-video-prompt-skill/github.svg)](https://agentmods.dev/skills/atlascloudai/awesome-seedance-2.5-prompts-skills/universal-video-prompt-skill)
Your own site
<a href="https://agentmods.dev/skills/atlascloudai/awesome-seedance-2.5-prompts-skills/universal-video-prompt-skill"><img src="https://agentmods.dev/badge/skills/atlascloudai/awesome-seedance-2.5-prompts-skills/universal-video-prompt-skill/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for universal-video-prompt-skill

Your own site · 80×15
<a href="https://agentmods.dev/skills/atlascloudai/awesome-seedance-2.5-prompts-skills/universal-video-prompt-skill"><img src="https://agentmods.dev/badge/skills/atlascloudai/awesome-seedance-2.5-prompts-skills/universal-video-prompt-skill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 66 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,458 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00066 $0.02458
Opus 5 $0.00033 $0.01229
Sonnet 5 $0.00013 $0.00492
Haiku 4.5 $0.00007 $0.00246

Measured 12d ago against content hash a521c6ce7dd2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

universal-video-prompt-skill scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/universal-video-prompt-skill/SKILL.md · 227 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 227 lines · 66 tokens per session scan A a521c6ce7dd2

Subscribe to this mod's changes

universal-video-prompt-skill is a skill published in the GitHub repository AtlasCloudAI/awesome-seedance-2.5-prompts-skills (193 stars, last pushed yesterday), with no licence file. It adds 66 tokens to every session and 2,458 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

Other skills, from other repositories

ai-video-prompt-generator

Generate AI video prompts from clean structured prompt specs, validate prompt specs, run an isolated OpenAI-based prompt generator, and lint prompt outputs for viewpoint, action, reference, dialogue, negative prompt, audio prompt, safety tags, and legacy-contamination failures. Use when producing or repairing…

Phantomlau3674/ai-film-director-workbench · 83 tokens

seedance-2-5-prompt-director

A skill for writing and improving prompts for Seedance 2.5, a video-generation system. It covers text-to-video, image-to-video, editing, video extension, references, camera movement, green-screen work, sound, and lip sync.

zhouwei713/seedance-2-5-prompt-director · 159 tokens

see-dance-2-video-prompt-architect

Turn rough video ideas into structured English or Chinese Seedance-oriented prompt packs, exact reference bindings, shot sequences, and focused debugging loops. Use for text-to-video, image-to-video, multimodal reference, product clips, cinematic scenes, transitions, or loops; do not use for account support, live…

gpt-img-2/see-dance-2-prompt-mcp · 81 tokens

seedance-cinematic-film

Write photorealistic live-action cinematic Seedance 2.0 prompts for Higgsfield, built on five grounding pillars that stop AI drift and floaty motion. Use for "cinematic film prompt", "shot like a movie", realistic body movement, grounded motion, restrained emotional close-ups, driving scenes, fight choreography…

NatiDvir/video-skills · 111 tokens

director-cinematography

Virtual director and cinematographer for AI-generated short videos using Higgsfield. Takes a script, scene, or creative idea and produces a shot-by-shot visual direction plan with ready-to-paste Higgsfield prompts — camera presets, lenses, lighting, color grading, and motion directives for every shot. Channels 11…

NatiDvir/video-skills · 201 tokens

seedance-prompt-builder

Write production-ready Seedance 2.0 prompts (image, video, and motion/edit) for Higgsfield. Use this skill whenever the user wants a single Seedance prompt rather than a full shotlist — e.g. "make a Seedance prompt for X", "write me a video prompt", "restyle this clip", "turn my photo into a character sheet"…

NatiDvir/video-skills · 208 tokens