muapi-seedance-2

Expert Cinema Director skill for Seedance 2.0 (ByteDance) — high-fidelity video generation across Chinese, Global, and VIP tiers. Supports text-to-video, image-to-video, first-last-frame, omni reference, character training, omni-reference training, video editing, and watermark removal.

Quality

66%

Does it follow best practices?

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Securityby

Passed

No findings from the security scan

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tessl review fix ./.opencode/skills/muapi-seedance-2/SKILL.md

Quality

Content

61%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is highly actionable with executable commands across all modes, but it is verbose in places and monolithic — no content is split into reference files and the cited generate-seedance.sh script is missing from the bundle. Workflows lack explicit validation feedback loops.

Suggestions

Move the endpoint reference table, camera language reference, and prompt templates into separate files under references/ and link to them from SKILL.md, turning the body into an overview.

Provide the missing scripts/generate-seedance.sh (or correct the reference path) so the inlined commands are actually executable.

De-duplicate the audio-mandatory and single-beat rules into a single authoritative section, and trim the basic camera-movement table that Claude already knows.

Dimension	Reasoning	Score
Conciseness	Mostly efficient domain-specific material, but the Camera Language Reference explains basics Claude already knows ('Pan left/right — Camera rotates horizontally'), and the audio-mandatory and single-beat rules are each repeated three to four times across sections.	3 / 5
Actionability	Copy-paste-ready 'bash scripts/generate-seedance.sh' invocations with full flags cover all nine modes plus an async pattern, providing fully executable guidance for the common cases.	5 / 5
Workflow Clarity	The Prompt Optimization Protocol is a list of principles rather than a sequenced workflow, and the async submit→check pattern lacks a validate→fix→retry feedback loop, capping batch/async workflow clarity at 3.	3 / 5
Progressive Disclosure	No bundle files exist and SKILL.md is a 625-line monolith inlining endpoint tables, camera reference, and prompt templates that belong in separate files; the repeatedly referenced 'scripts/generate-seedance.sh' is absent from any bundle directory.	2 / 5
	Total	13 / 20 Passed

Description

71%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description comprehensively enumerates the skill's concrete capabilities and is clearly niched to Seedance 2.0, but it omits any 'Use when...' trigger guidance, capping completeness. Trigger terms are good but lack synonyms and extensions.

Suggestions

Add an explicit trigger clause, e.g. 'Use when generating or editing video with Seedance 2.0, or when the user asks for ByteDance AI video generation.'

Include natural synonyms and common phrasings (e.g. 'AI video generation', 'text-to-video', 'image-to-video', 'video editing') beyond the brand-locked terms.

Drop the marketing lead 'Expert Cinema Director skill for' to tighten the opening into third-person action voice.

Dimension	Reasoning	Score
Specificity	Lists eight concrete modes — 'text-to-video, image-to-video, first-last-frame, omni reference, character training, omni-reference training, video editing, and watermark removal' — giving comprehensive, specific coverage rather than the minor gaps of a 4.	5 / 5
Completeness	A clear 'what' is given but there is no 'Use when...' clause or equivalent explicit trigger guidance, which per the rubric caps completeness at 3.	3 / 5
Trigger Term Quality	Natural terms like 'video generation', 'text-to-video', 'video editing', and 'watermark removal' are present, but no synonyms or file extensions and the triggers are brand-locked to 'Seedance 2.0', so a few natural terms are missing.	4 / 5
Distinctiveness Conflict Risk	The ByteDance Seedance 2.0 brand and tier system carve a clear niche with minimal conflict risk, though some overlap with other generic video-generation skills keeps it just below a 5.	4 / 5
	Total	16 / 20 Passed

Validation

81%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 13 / 16 Passed

Validation for skill structure

Criteria	Description	Result
skill_md_line_count	SKILL.md is long (633 lines); consider splitting into references/ and linking	Warning
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning
referenced_paths_exist	Referenced path issues: 26 missing	Warning

	Total	13 / 16 Passed

Repository: SamurAIGPT/Generative-Media-Skills
Path: .opencode/skills/muapi-seedance-2/SKILL.md
Commit: 74df8cb

Reviewed: ~11 hours ago

Table of Contents

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