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Install in OpenClaw
/install seedance-2-prompt-optimizer
Description
Use this skill whenever a user wants to generate, improve, or convert a video prompt for Seedance 2.0. Triggers on: "make a Seedance prompt", "create a video...
Usage Guidance
This skill is an instruction-only prompt-engineering guide and appears coherent with its purpose. It does not request credentials or install anything. Before using it: 1) Review any generated prompts for IP/copyright concerns (the docs explicitly warn about franchised characters but the agent could still produce problematic phrasing). 2) Do not upload private or sensitive images/audio as reference assets to any third-party generation platform. 3) Note the doc mentions platform workarounds (e.g., 'invisible watermark bypass' flags) — those are platform-level and should only be pursued through official support channels. 4) Continue to verify outputs (safety/moderation) before publishing, since a coherent skill can still produce content you may need to edit or moderate.
Capability Analysis
Type: OpenClaw Skill
Name: seedance-2-prompt-optimizer
Version: 1.0.2
The skill bundle is a comprehensive prompt engineering toolkit for the Seedance 2.0 video generation platform. It contains detailed instructions (SKILL.md), best practices (best-practices.md), and reference guides for camera angles, visual styles, and troubleshooting common model artifacts (common-issues.md). No malicious code, data exfiltration attempts, or harmful prompt injection instructions were found; the content is entirely aligned with its stated purpose of optimizing video generation prompts.
Capability Tags
Capability Assessment
Purpose & Capability
Name/description (Seedance 2.0 prompt optimizer) match the included files and runtime instructions. All required capabilities are documentation and prompt‑construction guidance — no unrelated credentials, binaries, or platform access are requested.
Instruction Scope
SKILL.md and the referenced docs direct the agent to ask targeted questions, read the included reference files, and produce structured prompts. The instructions do not ask the agent to read arbitrary system files, environment variables, or send data to external endpoints.
Install Mechanism
No install spec and no code files — the skill is instruction-only. Nothing is downloaded or written to disk, which minimizes install risk.
Credentials
The skill declares no required environment variables, credentials, or config paths. The guidance references platform behavior (e.g., watermark bypass flags) only as advisory; it does not request secrets or unrelated tokens.
Persistence & Privilege
No always:true, no special persistence or elevated privileges requested. Default autonomous invocation is allowed (normal for skills) but is not combined with other risky privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install seedance-2-prompt-optimizer - After installation, invoke the skill by name or use
/seedance-2-prompt-optimizer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.2
- Removed the interactive prompt converter script and its test file (`prompt_converter.py`, `test_prompt_converter.py`)
- Updated instructions: now gather prompt details conversationally through targeted questions, rather than via a CLI script
- Adjusted workflow documentation to match the simplified, script-free process
- No feature or output changes—core prompt formulas and reference file usage remain the same
v1.0.1
- Updated file and folder naming for references, scripts, and tests (e.g., `scripts/prompt_converter.py` → `prompt_converter.py`, `references/styles.md` → `styles.md`).
- Revised workflow instructions and examples to reflect the simplified file structure and naming.
- Made output format and reference file pointers more generic (removed folder references).
- Minor edits for clarity and conciseness in section instructions and examples.
- No changes to actual code—SKILL.md documentation update only.
v1.0.0
Initial release of seedance-2-prompt-engineer, a skill for generating, improving, or converting video prompts for Seedance 2.0.
- Provides a detailed workflow and structured output template for Seedance 2.0 prompt engineering
- Includes step-by-step usage instructions, reference file lookup, and format requirements
- Outlines platform limits and best practices for referencing multimodal assets (images, video, audio)
- Defines standard sections for prompts, negative constraints, shot listings, and dialogues
- Documents special prompt symbols, IP safety guidelines, and common known issues
- Lists included files and describes the purpose of each reference and script
Metadata
Frequently Asked Questions
What is Seedance 2.0 Prompt-Optimizer Skill?
Use this skill whenever a user wants to generate, improve, or convert a video prompt for Seedance 2.0. Triggers on: "make a Seedance prompt", "create a video... It is an AI Agent Skill for Claude Code / OpenClaw, with 117 downloads so far.
How do I install Seedance 2.0 Prompt-Optimizer Skill?
Run "/install seedance-2-prompt-optimizer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Seedance 2.0 Prompt-Optimizer Skill free?
Yes, Seedance 2.0 Prompt-Optimizer Skill is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Seedance 2.0 Prompt-Optimizer Skill support?
Seedance 2.0 Prompt-Optimizer Skill is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Seedance 2.0 Prompt-Optimizer Skill?
It is built and maintained by WFHiew (@wfhiew); the current version is v1.0.2.
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