seedance25-optimize

seedance25-optimize is a command for Claude Code, Cursor from gutouy/seedance25-prompt-optimizer. It costs 0 tokens per session (139 once invoked), scanned A, original, MIT.

A command that turns a video idea into a production-ready prompt for Seedance 2.5, a video-generation model. It preserves the user's constraints and selects suitable prompt structures for different video tasks.

In plain words
What is it for?
Use it to prepare prompts for generated videos, edits, extensions, transitions, storyboards, multi-reference projects, long videos, and keyframe-based work.
Why use it?
It turns vague creative or camera instructions into specific directions that a video model can follow.

Command for Claude CodeCursor

Written for Cursor and Claude Code: installed under .cursor/, but also a Claude Code command (commands/*.md).

Good fit Use it to prepare prompts for generated videos, edits, extensions, transitions, storyboards, multi-reference projects, long videos, and keyframe-based work.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/gutouy/seedance25-prompt-optimizer/seedance25-optimize
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.

Clone the repo
git clone --depth 1 https://github.com/gutouy/seedance25-prompt-optimizer

Made for: Claude Code, Cursor.

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 seedance25-optimize

README.md
[![agentmods](https://agentmods.dev/badge/commands/gutouy/seedance25-prompt-optimizer/seedance25-optimize/github.svg)](https://agentmods.dev/commands/gutouy/seedance25-prompt-optimizer/seedance25-optimize)
Your own site
<a href="https://agentmods.dev/commands/gutouy/seedance25-prompt-optimizer/seedance25-optimize"><img src="https://agentmods.dev/badge/commands/gutouy/seedance25-prompt-optimizer/seedance25-optimize/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 seedance25-optimize

Your own site · 80×15
<a href="https://agentmods.dev/commands/gutouy/seedance25-prompt-optimizer/seedance25-optimize"><img src="https://agentmods.dev/badge/commands/gutouy/seedance25-prompt-optimizer/seedance25-optimize.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 139 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 original 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 $0.00000 $0.00139
Opus 5 $0.00000 $0.00069
Sonnet 5 $0.00000 $0.00028
Haiku 4.5 $0.00000 $0.00014

Measured 9d ago against content hash dd1f43e26f03, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

seedance25-optimize 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 9d 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.

platforms/cursor/.cursor/commands/seedance25-optimize.md · 11 lines

What it actually says

Use the project rule seedance25-prompt-optimizer to optimize the user's current video idea into a production-ready Seedance 2.5 prompt.

Requirements:

  • Preserve all explicit user constraints.
  • Infer only low-risk, video-relevant details.
  • Route multi-reference, long-video, edit, extend, keyframe, storyboard, blockout, auto-movie, and transition tasks to the matching structure.
  • Convert abstract emotion and camera intent into observable, executable instructions.
  • Return the final copy-ready prompt first; do not expose hidden reasoning or internal checklists.

If the user has not supplied a video idea yet, ask for one concise input instead of inventing a project.

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. 9d ago First seen · 11 lines · 0 tokens per session scan A dd1f43e26f03

Subscribe to this mod's changes

seedance25-optimize is a command published in the GitHub repository gutouy/seedance25-prompt-optimizer (2 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 139 tokens. 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 2026-08-31.