AD manga-animation
完整的漫剧（动画漫画）生成工作流 skill。当用户想要：创作漫画剧集、生成动画短片、制作分镜脚本、设计原创角色、生成动漫风格视频片段、将故事想法转化为可视化内容，或任何涉及"漫剧""动漫创作""分镜""人设""画风设定""AI生成动画""参考图生成"的请求时，必须使用此 skill。 流程覆盖：剧本创作 → 分镜设计 → 人设+画风设定 → 分镜图生成（方舟图像）→ 视频生成（方舟图生视频）。每个阶段结束后必须等待用户确认再继续。即使用户只说"给我做个漫画动画"也应立即触发本 skill。
As a process D 39/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
For the model run — optional
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 0
✓ No critical or high findings
Files scanned: 8. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when")
Process rating: all ten parameters 39/100
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Failures and branches. Linear process with no failure handling
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 30Running it twice. 1 mutating operations with no state check
- 40Consistency. Frontmatter name (manga-animation) differs from the folder (polecomic)
- 60Tools and files. Uses tools (python) that frontmatter does not declare
- 100Steps. 7 steps
- 100Execution cost. Instruction body is 1152 tokens
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +5Description quotes 2 example trigger phrases
- +3Description length 248: enough signal without eating the budget
- +4Structure: 18 headings
- +3Step-by-step instructions: 7 items
- +4Has examples (10 code blocks)
- +4Reference files are cited in the instructions (3 of 3)
- +3All 2 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 84.
External checks
ClawHub: clean
This is a coherent manga-animation workflow that uses disclosed Volcengine Ark APIs and local project files, with privacy and credential-handling precautions users should understand.
LLM: benign (high) · VirusTotal: · 29 May 2026