songguoxs

songguoxs/seedance-prompt-skill

AI & ML Single maintainer risk

Seedance 2.0 prompt skill,使用该Skill生成Seedance 2.0 视频提示词

2.2k stars
258 forks
slow
GitHub +82 / week

2.2k

Stars

258

Forks

0

Open issues

0

Contributors

AI Analysis

A Claude Code custom skill that generates production-ready Chinese prompts for ByteDance's Seedance 2.0 AI video generation platform. It transforms creative ideas into structured prompts supporting ten core capabilities including text-to-video, consistency control, camera motion replication, sound design, and music beat synchronization. This tool is specialized for content creators, video producers, and e-commerce teams working within the Seedance 2.0 ecosystem; it is not a general-purpose vi...

AI & ML Developer Tool Discovery value: 4/10
Documentation 8/10
Activity 6/10
Community 7/10
Code quality 5/10

Inferred from signals mentioned in the README (tests, CI, type safety) — not a review of the actual code.

Overall score 7/10

AI's overall editorial judgment — not an average of the bars above, can weigh other factors too.

video-generation prompt-engineering claude-skill seedance-2.0 content-creation
Niche/specialized use case Well documented Popular Beginner friendly Production ready
Deep Analysis · Based on README and public signals
2w ago

Claude Code skill for structured prompt generation targeting ByteDance's Seedance 2.0 AI video platform

Seedance Prompt Skill is a Claude Code custom skill that translates natural-language video ideas into production-ready Chinese prompts for Seedance 2.0 (即梦), ByteDance's AI video generation platform. Built for content creators, advertisers, and video producers who need to generate consistent, technically specified video prompts without manual engineering. The skill covers ten core capabilities including text-to-video, consistency control, camera replication, sound design, and music sync. Adoption appears concentrated within the Chinese creator ecosystem; no public evidence of enterprise or international adoption exists.

Origin

Created February 2026, immediately following or concurrent with Seedance 2.0's public availability. Emerged as one of several prompt engineering skills in a nascent ecosystem around ByteDance's generative video platform. Part of a larger wave of skill/template repositories for Seedance 2.0 prompt optimization (similar repos show similar creation windows and fork patterns).

Growth

Repository gained 137 stars in its first 7 days post-creation (2026-02-12 to ~2026-02-19), indicating rapid initial discovery within the Seedance user community. Current metrics (2,113 stars, 242 forks) suggest sustained interest, though comparison with similar repositories (dexhunter/seedance2-skill at 2,348 stars) indicates it occupies a mid-tier position in the Seedance prompt ecosystem. The growth pattern reflects novelty adoption within a specific platform community rather than broad ecosystem expansion; no evidence of sustained growth trajectory beyond initial launch period.

In production

Adoption not verified. No documented case studies, production deployments, or user testimonials in README. Star/fork counts indicate repository discovery within the Seedance community, but cannot confirm actual usage generating real videos. Similar repositories (dexhunter/seedance2-skill, YouMind-OpenLab/awesome-seedance-2-prompts) have comparable or higher star counts, suggesting a fragmented ecosystem of competing prompt templates rather than a dominant reference implementation. Chinese-language README and Seedance 2.0 platform focus suggest adoption, if any, is concentrated in China and among Seedance 2.0 users specifically; no evidence of broader adoption.

Code analysis
Architecture

Appears to be a Claude Code skill (SKILL.md file structure) that operates as a prompt template and reasoning system integrated into Anthropic's Claude Code CLI. Based on README, the skill likely uses structured workflows (4-step interactive process), multi-modal reference resolution (image/video/audio tagging via @ syntax), and built-in asset libraries (camera language, visual styles). No source code visible; architecture inferred entirely from README description and installation documentation.

Tests

Not documented in README. No mention of test suites, validation fixtures, or example outputs beyond truncated demonstration prompts.

Maintenance

Last push on 2026-02-12 (date of creation). As of 2026-06-30, the repository has received no commits or updates in ~4.5 months. This indicates either: (1) project is feature-complete and stable with no active development, or (2) project is no longer actively maintained. The README does not indicate version number or stability status. Absence of recent activity is neutral for a skill-based tool (skills may stabilize quickly), but lack of bug fixes, dependency updates, or response to Seedance 2.0 platform changes is a minor maintenance concern if the target platform is evolving.

Honest verdict

ADOPT IF: you are a Seedance 2.0 user, prefer Chinese-language prompts, and use Claude Code; you generate videos frequently enough that structured prompt templates save meaningful time; you value interactive refinement workflows over static prompt templates. AVOID IF: you do not use Seedance 2.0 or Claude Code; you require English-language support or integration with other video platforms; you need long-term maintenance guarantees or active community support (last update 4.5 months ago). MONITOR IF: you are evaluating Seedance 2.0 for video production and considering prompt engineering tools; ecosystem fragmentation (5+ similar repos) may consolidate, making current choice less relevant; project maintenance status remains unclear (may be stable-by-design or abandoned).

Independent dimensions

Mainstream potential

3/10

Technical importance

4/10

Adoption evidence

2/10

Risks
  • No active maintenance for 4.5 months; unclear whether project is intentionally stable or abandoned. Risk of incompatibility if Seedance 2.0 API or Claude Code skill format evolves.
  • Adoption not verified; based on star counts alone. No documented production usage means real-world reliability and prompt quality are unvalidated.
  • Ecosystem fragmentation: 5+ similar Seedance prompt repositories exist with comparable star counts, suggesting no clear winner. Users may scatter across incompatible tools, reducing ecosystem value.
  • Chinese-language only; README is bilingual but skill itself and all examples are in Simplified Chinese. Limits addressable market and community contribution.
  • Dependency on ByteDance's Seedance 2.0 platform stability and API continuity. Platform deprecation or major changes would render skill obsolete without maintenance.
Prediction

Likely to remain a stable but non-growing niche tool within the Seedance 2.0 Chinese creator ecosystem. Without active maintenance or differentiation, adoption will plateau or decline if competing projects gain momentum or if Seedance 2.0 platform changes. May eventually be superseded by official ByteDance prompt templates or consolidated into a dominant third-party skill if the ecosystem consolidates.

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Information

Last updated
5mo ago
Created
5mo ago
Analyzed with
anthropic/claude-haiku-4-5

Stars over time

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Contributors over time

Top 100 contributors only — repos with more will plateau at 100.

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Open issues

No open issues — clean slate.

Open pull requests

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Top contributors

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Recent releases

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vs. alternatives
dexhunter/seedance2-skill

Similar project with 235 more stars (2,348 vs 2,113). Appears to serve the same niche. No technical differentiation evident from repository metadata alone; likely represents competing/duplicate effort in early Seedance ecosystem rather than a technically superior alternative.

Emily2040/seedance-2.0

1,648 stars, written in Python. May focus on programmatic prompt generation rather than Claude Code integration. Different technical approach (standalone tool vs. Claude skill); serves same user segment but with different integration model.

YouMind-OpenLab/awesome-seedance-2-prompts

1,459 stars, TypeScript. Appears to be a curated prompt library/template collection rather than an interactive skill. Complements rather than directly competes; users may use both for reference prompts and Claude-assisted refinement.

Claude's native prompt engineering documentation

If users possess sufficient prompt engineering knowledge, they can achieve similar results without a specialized skill. The skill's value proposition is abstraction and structured workflow; direct competitor is user skill/manual prompting.