This skill transforms a user's scattered multimodal assets (images, videos, audio) and ambiguous creative intent into a structured, executable prompt for the Seedance 2.0 video generation model. It acts as an expert prompt engineer, ensuring the highest quality output from the underlying model.
Works with
AI-first code editor with Composer
Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versionseedance-2.0-prompterExecute the skills CLI command in your project's root directory to begin installation:
Fetches seedance-2.0-prompter from pexoai/pexo-skills and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
Restart Cursor to activate seedance-2.0-prompter. Access via /seedance-2.0-prompter in your agent's command palette.
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your environment. Always review source, verify the publisher, and test in isolation before production.
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Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
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Run in your terminal
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This skill transforms a user's scattered multimodal assets (images, videos, audio) and ambiguous creative intent into a structured, executable prompt for the Seedance 2.0 video generation model. It acts as an expert prompt engineer, ensuring the highest quality output from the underlying model.
This skill analyzes all user inputs and generates a single, optimized JSON object containing the final prompt and recommended parameters. The internal workflow (Recognition, Mapping, Construction) is handled automatically and should not be exposed to the user.
User Request: "Make the Mona Lisa drink a Coke. I want it to feel cinematic, like a close-up shot."
User uploads monalisa.png and coke.png
Agent using seedance-2.0-prompter:
The agent internally processes the request and assets, then outputs the final JSON to the next skill in the chain.
Final Output (for internal use):
{
"final_prompt": "A cinematic close-up shot of a woman picking up a bottle of Coke and taking a sip. The scene is lit with dramatic, high-contrast lighting. Use @monalisa as the subject reference, and the object appearing in the video is @coke.",
"recommended_parameters": {
"duration": 8,
"aspect_ratio": "16:9"
}
}
This skill relies on an internal knowledge base to make informed decisions. The agent MUST consult these files during execution.
/references/atomic_element_mapping.md: Core Knowledge. Contains the "Asset Type -> Atomic Element" and "Atomic Element -> Optimal Reference Method" mapping tables./references/seedance_syntax_guide.md: Seedance 2.0 "@asset_name" syntax reference./references/prompt_templates.md: Advanced prompt templates for different genres (e.g., Cinematic, Product Showcase, Narrative).Make data-driven prioritization decisions faster
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Prerequisites
Time Estimate
30-60 minutes to see productivity improvements
Steps
Common Pitfalls
✓ Do
✗ Don't
💡 Pro Tips
✓ Use when
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid when
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
mattpocock/skills
parcadei/continuous-claude-v3
cursor/plugins
ailabs-393/ai-labs-claude-skills
pproenca/dot-skills
mattpocock/skills
Useful defaults in seedance-2.0-prompter — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
seedance-2.0-prompter fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
We added seedance-2.0-prompter from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
Registry listing for seedance-2.0-prompter matched our evaluation — installs cleanly and behaves as described in the markdown.
Solid pick for teams standardizing on skills: seedance-2.0-prompter is focused, and the summary matches what you get after install.
I recommend seedance-2.0-prompter for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
We added seedance-2.0-prompter from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
Useful defaults in seedance-2.0-prompter — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
seedance-2.0-prompter has been reliable in day-to-day use. Documentation quality is above average for community skills.
seedance-2.0-prompter reduced setup friction for our internal harness; good balance of opinion and flexibility.
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