What makes Seedance Prompt Architect notable?

1.2K downloads. Trust evidence available

How should Seedance Prompt Architect be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

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agentCLAWHUBUnverified

Seedance Prompt Architect

Turn rough creative briefs into structured Seedance video prompt packs, reference-aware motion plans, focused variants, and debugging loops. Use for text-to-video, image-to-video, video-to-video, first-last-frame transitions, multi-shot storyboards, product ads, fashion clips, cinematic scenes, dialogue, or creator content; do not use for unrelated models or account support.

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.2k

Updated

Oct 10, 2026

Version

1.1.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.2K downloads reported by the source. Last updated 10/10/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 10, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 10, 2026
Adoption signal: 1.2K downloadsadoption · observed Oct 10, 2026
Latest release: 1.1.0release · observed Aug 26, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s170hngh0a5eh4edhc6xmvg3vs84gc12:seedance-video-prompt-architect

Install using `clawhub skill install s170hngh0a5eh4edhc6xmvg3vs84gc12:seedance-video-prompt-architect` in an isolated environment before connecting it to live workloads.
No published capability contract is available yet, so validate auth and request/response behavior manually.
Review the upstream CLAWHUB listing at https://clawhub.ai/gpt-img-2/seedance-video-prompt-architect before using production credentials.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-gpt-img-2-seedance-video-prompt-architect/snapshot"

Documentation

CLAWHUB

24,616 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: seedance-video-prompt-architect
description: Turn rough creative briefs into structured Seedance video prompt packs, reference-aware motion plans, focused variants, and debugging loops. Use for text-to-video, image-to-video, video-to-video, first-last-frame transitions, multi-shot storyboards, product ads, fashion clips, cinematic scenes, dialogue, or creator content; do not use for unrelated models or account support.
metadata:
  openclaw:
    homepage: https://cdance.ai/docs/seedance-video-prompt-architect
    version: 1.1.0
---

# Seedance Video Prompt Architect

This skill turns loose ideas into cleaner Seedance prompt packs with stronger motion logic, camera control, reference preservation, audio direction, and revision loops.

## Canonical links

- Docs: https://cdance.ai/docs/seedance-video-prompt-architect
- Demo: https://cdance.ai/seedance-2-0-video-generator
- Create: https://cdance.ai/create
- Prompt gallery: https://cdance.ai/prompts/seedance-2-0
- Raw SKILL.md: https://cdance.ai/skills/seedance-video-prompt-architect/SKILL.md
- Prompt examples: https://cdance.ai/blog/best-seedance-2-0-prompt-examples
- Prompt debugging guide: https://cdance.ai/blog/common-seedance-2-0-prompt-mistakes
- C Dance Prompt MCP: https://github.com/gpt-img-2/cdance-prompt-mcp
- OpenClaw listing: https://clawhub.ai/gpt-img-2/skills/seedance-video-prompt-architect

## Provenance and safety

- Maintained around the public C Dance AI prompt workflow, prompt gallery, and documentation on `cdance.ai`.
- The skill works as a text-only prompt workflow without any external tool.
- The optional C Dance Prompt MCP is read-only, needs no API key, and never generates video or spends credits.
- Keep the canonical C Dance AI source URL when sharing an example returned by the MCP.

## When to use

- The user has a rough Seedance video idea and wants a stronger prompt
- The user wants text-to-video, image-to-video, video-to-video, or first-last-frame guidance
- The user needs a product ad, fashion clip, cinematic scene, dialogue clip, or creator video
- The user needs stable identity, product geometry, composition, motion, or continuity from references
- The user wants a multi-shot sequence or storyboard with planned beats
- The user has unstable output and needs diagnosis plus a cleaner second-pass prompt

## When not to use

- The request is mainly about a different model or non-video workflow
- The user only wants final video generation, API integration, payment help, or account support
- The user asks for unsupported model settings, hidden system behavior, or official provider claims

## Workflow

1. Classify the request:
   - text-to-video
   - image-to-video
   - video-to-video
   - first-last-frame transition
   - multi-shot storyboard
2. Extract or ask for only the missing essentials:
   - subject and intended use
   - action beats and timing
   - camera framing and movement
   - environment, style, and lighting
   - reference constraints and continuity anc

_meta.json

{
  "ownerId": "kn7b3brv49z9vayew7kt8a5s8s84ghz7",
  "slug": "seedance-video-prompt-architect",
  "version": "1.1.0",
  "publishedAt": 1787747230758
}

skill-card.md

## Description:

Turn rough creative briefs into structured Seedance video prompt packs, reference-aware motion plans, focused variants, and debugging loops.

This skill is ready for commercial/non-commercial use.

## Publisher:

[gpt-img-2](https://clawhub.ai/user/gpt-img-2)

### License/Terms of Use:

MIT-0

## Use Case:

External creators, developers, and marketing teams use this skill to turn Seedance video ideas into structured prompt packs for text-to-video, image-to-video, video-to-video, first-last-frame transitions, and multi-shot storyboards.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The optional setup asks users to run an unpinned GitHub MCP package through npx, which expands local execution risk beyond the text-only skill.

Mitigation: Before enabling the MCP, review the GitHub repository, prefer a pinned commit or verified release, and run it only in a restricted environment without sensitive files, credentials, or broad network access.

## Reference(s):

- [C Dance AI Seedance Prompt Architect Docs](https://cdance.ai/docs/seedance-video-prompt-architect)
- [Seedance 2.0 Prompt Gallery](https://cdance.ai/prompts/seedance-2-0)
- [Seedance 2.0 Prompt Examples](https://cdance.ai/blog/best-seedance-2-0-prompt-examples)
- [Seedance 2.0 Prompt Debugging Guide](https://cdance.ai/blog/common-seedance-2-0-prompt-mistakes)
- [C Dance Prompt MCP](https://github.com/gpt-img-2/cdance-prompt-mcp)
- [ClawHub Skill Listing](https://clawhub.ai/gpt-img-2/skills/seedance-video-prompt-architect)

## Skill Output:

**Output Type(s):** [text, markdown, shell commands, guidance]

**Output Format:** [Markdown prompt packs with optional shell command snippets]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Text-only by default; optional read-only MCP usage can provide public examples and workflow research.]

## Skill Version(s):

1.1.0 (source: evidence release version and OpenClaw metadata)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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