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professional-media-prompts

为 Creator 编译制作级视觉资产图、电影分镜图和参考生视频 Prompt。适用于 角色身份板/设定图、关键帧或多宫格分镜、短片动作节拍、R2V/I2V/T2V 提示词, 尤其适合要求角色一致性、镜头语言、参考图职责、Seedance 时间段或声音设计的 任务。不用于纯素材剪辑、只查询模型参数,或只评价已经生成的成片。

Quality

88%

Does it follow best practices?

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Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

77%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 an unusually dense, concrete, and well-sequenced instruction set with explicit validation and error-recovery loops; its main weaknesses are moderate repetition across sections and the absence of any progressive disclosure — all model-specific and calculation-heavy rules live inline in a single long file.

Suggestions

Move model-specific rules (Seedance 2.0 vs 2.5 timing syntax, current-model reference syntax limits) into a references/ file (e.g., references/video-models.md) and keep a one-line pointer in §4, so model updates don't bloat or date the main skill.

Extract the dialogue-capacity accounting rules (chars/sec estimation, worked example, reorder/re-check procedure) into a references/dialogue-timing.md, leaving only the core invariants (one main state change per segment, verbatim confirmed dialogue) inline.

Add one complete worked example — a single finished asset-sheet prompt or one video-segment prompt showing the compiled output format — to close the gap between the structural rules and a directly adaptable template.

DimensionReasoningScore

Conciseness

The ~280-line body is dense and almost entirely non-generic domain procedure (square-grid geometry rationale, per-model timing syntax, dialogue capacity math at 3–4 字/秒), so it avoids explaining things Claude already knows. It sits at the score-4 anchor rather than 5 because there is noticeable repetition of identity-locking and reference-duty rules across sections 2–4, and some passages (e.g., the full storyboard-retake repair list) could be tightened without losing actionability.

4 / 5

Actionability

Guidance is highly concrete for an instruction-only skill: canonical "[Image 1]" reference syntax, a fixed annotation color legend (红色=主体运动、蓝色=摄影机运动…), numeric pacing rules (20÷4=5 字/秒 worked example, 0.3–0.8 秒 first-line entry), and exact grid mappings (2–4 格→2×2,5–9 格→3×3). It stops short of the score-5 anchor because no single complete example prompt (one full asset-sheet or video-segment output) is shown, leaving a minor gap between the structural rules and a copy-adaptable exemplar.

4 / 5

Workflow Clarity

The process is explicitly sequenced — §1 fact contracts → §2 asset sheets → §3 storyboards → §4 video prompts (A–E order) — and closes with a §5 pre-submission self-check of fifteen explicit validation questions. It also includes error-recovery loops (e.g., retake guidance for 串脸/复制角色, and "若实际成片首句明显延迟或第二句缺失,先改首帧和动作/对白时序…"), matching the score-5 anchor of clear sequence, explicit validation, and feedback loops.

5 / 5

Progressive Disclosure

There are no bundle files at all (no references/, scripts/, assets/), and all ~280 lines — including separable material like Seedance 2.0/2.5 model-specific syntax and the detailed dialogue-capacity accounting rules — are inlined in SKILL.md. Section headers are clear, but this matches the score-3 anchor ("content that should be separate is inline") rather than 4, since well-structured inline monolith is exactly what the under-50-line exception does not cover.

3 / 5

Total

16

/

20

Passed

Description

92%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.

A strong description: it states concrete deliverables, gives an explicit applicability clause with natural trigger terms, and delineates negative boundaries to avoid mis-triggering. The only notable gap is a few missing synonyms/colloquial variations of its trigger terms.

DimensionReasoningScore

Specificity

The description lists multiple concrete deliverables — "编译制作级视觉资产图、电影分镜图和参考生视频 Prompt" — and enumerates subtypes ("角色身份板/设定图、关键帧或多宫格分镜、短片动作节拍、R2V/I2V/T2V 提示词") that comprehensively map to the skill's actual scope. It matches the score-5 anchor (multiple specific concrete actions, comprehensive coverage) rather than 4, since no deliverable type from the body is left out.

5 / 5

Completeness

It explicitly answers both questions: the "what" ("为 Creator 编译制作级视觉资产图、电影分镜图和参考生视频 Prompt") and an explicit "when" clause with concrete triggers ("适用于…尤其适合要求角色一致性、镜头语言…的任务") plus explicit exclusions ("不用于纯素材剪辑、只查询模型参数,或只评价已经生成的成片"). This matches the score-5 anchor with concrete trigger phrases and clear negative boundaries; the '适用于/尤其适合' clause is a fully explicit trigger equivalent, so the missing-'Use when' cap does not apply.

5 / 5

Trigger Term Quality

Natural trigger terms are present ("角色一致性、镜头语言、参考图职责、Seedance 时间段或声音设计", plus "多宫格分镜" and "关键帧"), giving good keyword coverage. It falls short of the score-5 anchor because common variations a user might say are missing (e.g., 概念图/三视图, plain-language 图生视频/视频提示词 synonyms beyond the I2V/T2V abbreviations).

4 / 5

Distinctiveness Conflict Risk

It occupies a clear niche (production-grade image/video prompt compilation) with distinct triggers (R2V/I2V/T2V, Seedance, 分镜/身份板) and explicit non-goals ("不用于纯素材剪辑、只查询模型参数,或只评价已经生成的成片"), which minimizes overlap with generic image, video, or editing skills — matching the score-5 anchor of a clear niche with minimal conflict risk.

5 / 5

Total

19

/

20

Passed

Validation

100%

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

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

agentscope-ai/QwenPaw

Path

plugins/apps/qwenpaw-creator/backend/skills/professional-media-prompts/SKILL.md

Reviewed

Table of Contents

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