AI Drama Production Orchestration Agent Skill

Orchestrates end-to-end AI comic, drama, and film production workflows from worldbuilding and screenwriting to character asset locks…

Context cost
5.4k tokensestimated from the bundle, loaded when it triggers
Bundle
8 files · 51.2 kB2 scripts among them — read before you run
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

编排从题材研究、主体提炼、电影级剧本、秒级节奏、资产台账、动作四宫格、分镜四宫格到最终逐镜提示词的 AI 漫剧与 AIGC 影视生产链。用于用户要求“一句话完成整套 AI 漫剧”“把神话、历史、游戏背景或小说世界改成剧集/预告片”“从已有剧本继续生产资产、动作、分镜或镜头提示词”“管理多集连续性、版本返工和专业 skill 串联”等任务。通过统一 Packet 契约、稳定 ID、阶段门和连续性台账调用各专业 skill;允许从任意阶段单独进入,不把下游创作静默倒写为上游事实。

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.

content

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.md9.0 kB · preview
--- name: orchestrate-ai-drama-production ---
6# AI 漫剧制片总控
7
8## 目标
9
10把多个专业 skill 组织成可独立调用、可组合、可回退、可追溯的制片 DAG。总控负责拆解请求、选择研究适配器、维护项目清单、分配稳定 ID、检查阶段门、组织并行工作和汇总交付;不替研究、编剧、美术、动作、分镜或摄影部门做其专业判断。
11
12把“区块链感”实现为生产溯源,不引入真实区块链:每个区块声明 depends_on、source_revision、锁定字段、可变字段、假设、连续性输入/输出和变更记录。下游可以发展上游留白,但不能静默修改事实、剧情选择或资产身份。
13
14## 必读资源
15
16- 每个完整项目先读取 [references/production-packet-contracts.md](references/production-packet-contracts.md),使用统一区块字段和 ID。
17- 规划整套 AI 漫剧、多集项目、秒级提示词或局部返工时读取 [references/ai-drama-production-workflow.md](references/ai-drama-production-workflow.md)。
18- 新建项目目录时运行 scripts/init_project.py;交付或返工后运行 scripts/validate_project.py。
19
20只读取当前阶段需要的专业 skill 参考,不要把七个 skill 全部同时载入上下文。
21
22## 路由原则
23
24### 研究适配器
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md239 words
Files8
LicenceMIT
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.
5,305
on trigger
The instruction body and 7 supporting files, read only when the skill fires.
2.7%
of a 200k window
Ten skills this size would take about 27% of the window before you open a file.
050k100k150k200k context window

5.4k 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

8 files, 51.2 kB on disk. Mostly text — the instructions the model reads — with 2 scripts in it that your client would run only if the instructions tell it to.

  • SKILL.md9.0 kB
  • agents/openai.yaml0.3 kB
  • references/ai-drama-production-workflow.md5.0 kB
  • references/production-packet-contracts.md6.2 kB
  • scripts/init_project.py3.2 kB
  • scripts/validate_project.py26.5 kB
  • assets/project-template/packet.example.json0.5 kB
  • assets/project-template/project.json0.5 kB
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 2 scripts beside the text, so the bundle is 8 files you can review in full before installing. The MIT 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 Drama Production Orchestration · 5.4k 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-drama-production-orchestration/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/ai-drama-production-orchestration" ] && { [ ! -e .claude/skills/ai-drama-production-orchestration ] || { mv .claude/skills/ai-drama-production-orchestration "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/ai-drama-production-orchestration" .claude/skills/ && echo "Installed .claude/skills/ai-drama-production-orchestration"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add yuetongyu/ai-drama-production-orchestration

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-drama-production-orchestration/ 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-drama-production-orchestration/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/ai-drama-production-orchestration" ] && { [ ! -e ~/.claude/skills/ai-drama-production-orchestration ] || { mv ~/.claude/skills/ai-drama-production-orchestration "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/ai-drama-production-orchestration" ~/.claude/skills/ && echo "Installed ~/.claude/skills/ai-drama-production-orchestration" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/ai-drama-production-orchestration/ 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. It appears as orchestrate-ai-drama-production in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, ai-drama-production-orchestration.

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
Referenceyuetongyu/ai-drama-production-orchestration

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

—no reviews yet

Nobody has reviewed this skill yet. The rating is the mean of the reviews written here, so there is none until somebody writes the first.

Sign in to review it

A review is tied to an account so it can be answered, edited and taken down by the person who wrote it.

Sign in
Who can post

Anybody with an account, one review each. It carries the version that was current when you wrote it, and the publisher may reply once.

Publisher
Servers0
Claim this skill