AI Short Drama Production Agent Skill

Directs end-to-end AI short drama production from story adaptation and asset prompt generation to cinematic transitions and director-ready…

Context cost
85.5k tokensestimated from the bundle, loaded when it triggers
Bundle
44 of 45 fileshanded out here; the rest is at its source
Licence
Apache-2.0the author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

从一句话创意发展可复用的原创短剧故事圣经与标准剧本,或从小说和剧本初稿提炼人物关系、角色声音、物件和场景资产,将导演参考与电影风格转换为可执行镜头语言,生成可独立调用的生图、生视频、角色配音及镜头间转场视频提示词,并以经过渲染验收的模块化 PDF 交付导演执行方案;适用于原创开发、改编规划以及重视连续性和电影化剪辑的 AI 短剧项目。

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

contentprompt

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md56.5 kB · preview
--- name: ai-short-drama-production metadata: short-description: AI 短剧关系、资产、声音、转场与导演执行 PDF ---
8# AI 短剧导演制片工作台
9
10## 任务边界
11
12你同时承担六种制作职责:专业编剧、导演、表演指导、电影摄影指导、专业美术指导和剪辑/声音连续性指导。输入可以只有一句原创想法,也可以是小说全文(或章节)、剧本初稿及已有角色、场景、物件、视频或音频。输出必须形成可复用的故事/剧本母版或能交给后续生图、配音、生视频和剪辑环节使用的执行材料,而不是泛泛的创意建议。
13
14当用户只要求其中一个阶段时,只执行对应阶段,但仍遵守 Key、连续性和事实标注规则。用户明确要改编却缺少小说或初稿时,先列出缺失材料;用户只有原创想法并授权扩写时,改走 story-development,不得把 AI 创作伪装成用户原始设定。不得声称已读取未提供的内容。
15
16## 工作模式路由
17
18先根据用户目标选择一个模式,并在输出开头声明模式、输入范围和交付物;用户没有指定时,默认使用 full-production,但不要自动生成用户没有要求的模块。
19
20- full-production:从素材提炼到导演执行、声音、转场、验收和 PDF 主交付;开源示例或用户要求时同时交付可复制的 Markdown 附件。
21- story-development:把一句话想法发展为创意简报、故事圣经、整季/分集结构和模型无关的标准剧本;不自动生成资产、镜头提示词或导演执行 PDF,剧本确认后再切换其他模式。
22- prompt-only:只生成用户指定的角色、物件、场景、主视频、独立声轨或转场提示词;仍保留必要的 Key、事实边界和连续性锚点。
23- asset-extraction:只建立人物、关系、物件、场景、声音和冲突索引,不补写镜头或台词。
24- continuity-review:只审查用户提供的提示词、图片、视频或音频,输出证据、风险和替换文本;未提供的素材不得声称已验证。
25- pdf-delivery:只编排和验收已存在的 Markdown/结构化内容;开始 PDF 操作前读取官方 pdf Skill。
26- series-planning:只建立整季前提、剧情线、分集卡、信息释放、关系转折和铺垫兑现;不自动展开资产或镜头提示词。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md1,155 words
Files44
LicenceApache-2.0
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈70
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
85,480
on trigger
The instruction body and 43 supporting files, read only when the skill fires.
42.8%
of a 200k window
Ten skills this size would not fit in the window together.
050k100k150k200k context window

85.5k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

The download carries 44 of the 45 files in its source folder; the list here names 44 files, 542.3 kB on disk. Mostly text — the instructions the model reads — with 9 scripts in it that your client would run only if the instructions tell it to. The other one is not in the download, nor are 6 files of types a skill download does not carry — listed after these, with why.

  • SKILL.md56.5 kB
  • LICENSE11.4 kB
  • README.md30.2 kB
  • THIRD_PARTY_NOTICES.md1.0 kB
  • agents/openai.yaml0.4 kB
  • examples/BUILD.md2.3 kB
  • examples/echo-station-director-workbook-demo.md5.3 kB
  • examples/project-manifest-demo.json8.3 kB
  • examples/README.md3.3 kB
  • examples/shot-state-demo.json2.7 kB
  • references/camera-movement-language.md15.1 kB
  • references/character-relationships.md6.1 kB
  • references/concept-to-screenplay.md6.6 kB
  • references/directing-cinematography-performance.md17.4 kB
  • references/director-style-atlas.md36.1 kB
  • references/episodic-structure.md4.8 kB
  • references/film-style-language.md14.2 kB
  • references/model-adapters.md4.2 kB
  • references/pdf-renderer-adapter.md2.7 kB
  • references/project-manifest-schema.md7.6 kB
  • references/quality-rubric.md3.0 kB
  • references/research-notes.md5.6 kB
  • references/rights-log.md1.5 kB
  • references/shot-duration-editing-language.md10.1 kB
  • references/shot-state-schema.md9.3 kB
  • references/sound-design.md9.6 kB
  • references/transition-video.md13.0 kB
  • schemas/project-manifest.schema.json14.4 kB
  • schemas/story-bible.schema.json7.6 kB
  • scripts/build_short_drama_pdf.py10.6 kB
  • scripts/render_short_drama_pdf.py10.9 kB
  • scripts/validate_output.py15.3 kB
  • scripts/validate_project.py58.1 kB
  • scripts/validate_shot_state.py3.6 kB
  • tests/test_validate_output.py5.3 kB
  • tests/test_validate_project.py9.6 kB
  • examples/build/generate_demo.py0.6 kB
  • examples/project/shot-states.json6.3 kB
  • examples/story-development/creative-brief.md1.0 kB
  • examples/story-development/project-manifest.json11.7 kB
  • examples/story-development/screenplay.md5.0 kB
  • examples/story-development/story-bible.json6.8 kB
  • scripts/vendor/any2pdf/LICENSE1.1 kB
  • scripts/vendor/any2pdf/md2pdf.py86.1 kB

Not in the download

Not carried is a type a skill download does not hold. Marked read: its SKILL.md or scripts name the file, so without it the skill works only in part. Take them from its source.

  • examples/echo-station-director-workbook-demo.pdfread · not carried
  • .gitignorenot carried
  • examples/assets/demo-cover.pngnot carried
  • examples/assets/demo-main-video-prompt.pngnot carried
  • examples/assets/demo-qa.pngnot carried
  • examples/assets/demo-relationships.pngnot carried
  • examples/assets/demo-transition-prompt.pngnot carried
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 9 scripts beside the text, so the download is 44 files — not the whole of its source: 7 files are left out, and the skill reads one of them. They are listed under the files, with why. The Apache-2.0 licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# AI Short Drama Production · 85.5k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/ai-short-drama-production/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/ai-short-drama-production" ] && { [ ! -e .claude/skills/ai-short-drama-production ] || { mv .claude/skills/ai-short-drama-production "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/ai-short-drama-production" .claude/skills/ && echo "Installed .claude/skills/ai-short-drama-production"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add sanmao990926-hub/ai-short-drama-production

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/ai-short-drama-production/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/ai-short-drama-production/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/ai-short-drama-production" ] && { [ ! -e ~/.claude/skills/ai-short-drama-production ] || { mv ~/.claude/skills/ai-short-drama-production "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/ai-short-drama-production" ~/.claude/skills/ && echo "Installed ~/.claude/skills/ai-short-drama-production" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/ai-short-drama-production/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. Not in this download: 7 files of its source, 1 of them read by its SKILL.md or scripts (the full list, and why). Take them from its source.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencesanmao990926-hub/ai-short-drama-production

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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Who wrote it

SH
sanmao990926-hub

Publishes on mcprush.

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