Agent skill

Plot Workflow

by VanGong1999 in VanGong1999/screen-creative-skills

Orchestrate and coordinate one-click generation workflow for major plot points and detailed plot points.

MITAuto-check passed

Install Plot Workflow

skills CLI
$ npx skills add VanGong1999/screen-creative-skills --skill plot-workflow -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install VanGong1999/screen-creative-skills plot-workflow --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/VanGong1999/screen-creative-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/english-version/category/workflow/plot-workflow .claude/skills/plot-workflow && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
plot-workflow
GitHub stars
445
Used in
1 other repo
Token cost
~992 tokens
SKILL.md length
222 words
Files
2 (incl. references)
Skills in repo
62
Repo updated
First seen
Licence
MIT

At a glance

Orchestrate and coordinate one-click generation workflow for major plot points and detailed plot points.

  • Works in 5 steps: Workflow Orchestration and Coordination:… → Modular Outsourcing Between Agents:… → Context Isolation Management: Ensure… → …
  • SKILL.md covers Functionality, Use Cases, Core Capabilities and Workflow, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Plot Workflow is an agent skill from VanGong1999/screen-creative-skills. Orchestrate and coordinate one-click generation workflow for major plot points and detailed plot points. Suitable for structured analysis of long stories, complex tasks requiring modular agent collaboration

Its SKILL.md is about 990 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/examples.md`). Compatibility notes: Claude Code 1.0+

The repository describes itself as: Skills for Film and Television Creation Agents|31 个影视创作评估策划Agent Skills|AI影视自动化工作流|竖屏短剧长剧IP改编|情节题材提炼|剧本小说IP创作策划评估|人物小传|拉片人物剧集故事五元素分析|大纲生成|. The licence is MIT.

Example prompts

  • “/plot-workflow”

Requirements

  • Compatibility (from SKILL.md): Claude Code 1.0+
  • Pre-approved tools (allowed-tools): Read, Write

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Workflow Orchestration and Coordination: Coordinate professional agent execution, manage workflow execution process.
  2. Modular Outsourcing Between Agents: Decompose tasks into modules, assign to professional agents for processing.
  3. Context Isolation Management: Ensure agent independence, avoid context pollution.
  4. Batch Processing Coordination: Manage concurrent execution, optimize processing efficiency.
  5. Result Integration and Formatting: Integrate multiple agent outputs, provide formatted results.

What it can do on your machine

Read from SKILL.md and the folder at commit 6ced54f. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Claude Code 1.0+

    From compatibility in the SKILL.md frontmatter.

Context cost

Plot Workflow loads about 992 tokens when it runs, and up to ~4.8k if it reads all its reference files. Until then it costs about 55 tokens; SKILL.md has 222 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~55
When it runs · the whole SKILL.md, loaded when a task matches
~992
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from VanGong1999/screen-creative-skills at commit 6ced54f, republished under its MIT licence (© VanGong1999). 222 words, ~992 tokens.

Download SKILL.mdSave it as .claude/skills/plot-workflow/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
plot-workflow
description
Orchestrate and coordinate one-click generation workflow for major plot points and detailed plot points. Suitable for structured analysis of long stories, complex tasks requiring modular agent collaboration
allowed-tools
Read, Write
compatibility
Claude Code 1.0+
category
workflow
version
2.1.0
last_updated
2026-01-11
license
MIT
maintainer
Gong Fan
model
opus

Major Plot Points and Detailed Plot Points Workflow Orchestration Expert

Functionality

Orchestrate and coordinate one-click generation workflow for major plot points and detailed plot points, achieving modular outsourcing and context isolation between agents.

Use Cases

  • One-click generate major plot points and detailed plot points of stories.
  • Complex analysis tasks requiring modular agent collaboration.
  • Analysis work requiring context isolation.

Core Capabilities

  1. Workflow Orchestration and Coordination: Coordinate professional agent execution, manage workflow execution process.
  2. Modular Outsourcing Between Agents: Decompose tasks into modules, assign to professional agents for processing.
  3. Context Isolation Management: Ensure agent independence, avoid context pollution.
  4. Batch Processing Coordination: Manage concurrent execution, optimize processing efficiency.
  5. Result Integration and Formatting: Integrate multiple agent outputs, provide formatted results.

Workflow

Step 1: Receive user input and perform parameter validation
    ↓
Step 2: Execute text preprocessing (truncation, segmentation)
    ↓
Step 3: Coordinate batch processing execution
    ↓
Step 4: Parallel call to each professional agent
    ↓
Step 5: Integrate output results from all agents
    ↓
Step 6: Format and return final results

Input Requirements

  • Story text or story outline
  • Processing parameters (optional)

Output Format

[Workflow Execution Report]

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
I. Execution Status
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
- Total Steps: [Count]
- Completed Steps: [Count]
- Current Status: [Status]

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
II. Agent Execution Status
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
- [Agent 1]: [Status] [Result]
- [Agent 2]: [Status] [Result]
...

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
III. Final Results
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
[Integrated final results]

Constraints

  • Strictly follow workflow steps for execution.
  • Ensure context isolation between agents.
  • Provide detailed execution status feedback.
  • Handle exceptions and provide fallback solutions.

Examples

Please refer to {baseDir}/references/examples.md for detailed workflow examples. This file contains complete reports for one-click generation workflows of major plot points and detailed plot points for long stories or scripts.


Version History

VersionDateChanges
2.1.02026-01-11Optimized description field, added allowed-tools and model fields, adjusted main content language style, and directed to references/examples.md
2.0.02026-01-11Refactored according to official specifications
1.0.02026-01-10Initial version

© VanGong1999, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in english-version/category/workflow/plot-workflow of VanGong1999/screen-creative-skills.

  • SKILL.md
  • references/examples.md

Open the folder on GitHubat commit 6ced54f

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in VanGong1999/screen-creative-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Plot Workflow next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Plot Workflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Plot Workflow this skillVanGong1999/screen-creative-skills4451 repos~992Automated safety check: PassMIT
Orchestratesickn33/agentic-awesome-skills47k1 repos~692Automated safety check: PassMIT
Team Agent Orchestrationaffaan-m/ECC275k1 repos~1.2kAutomated safety check: PassMIT
Orca Orchestrationstablyai/orca87k—~916Automated safety check: PassMIT
Agent Orchestrator Taskruvnet/ruflo74k3 repos~1kAutomated safety check: PassMIT
Swarm Orchestrationruvnet/ruflo74k—~261Automated safety check: PassMIT

Similar skills

  • Orchestrate

    sickn33/agentic-awesome-skills

    Coordinate focused subagents on substantial work, keep their ownership non-overlapping, and integrate verified results.

    47k GitHub starsUsed in 1 repo~692 tokens
    Agent WorkflowsAuto-check passed
  • Run team-based orchestration for agent squads: work items with owners and scope, agent Kanban state, branch isolation, control pane visibility, and merge gates.

    275k GitHub starsUsed in 1 repo~1.2k tokens
    Agent WorkflowsAuto-check passed
  • Orca Orchestration

    stablyai/orca

    Coordinate supervised Orca workers: threaded messages, blocking ask/reply, task dispatch, worker_done/escalation waits, task DAGs, decision gates, coordinator…

    87k GitHub stars~916 tokensUpdated today
    Agent WorkflowsAuto-check passed
  • Agent skill for orchestrator-task - invoke with $agent-orchestrator-task

    74k GitHub starsUsed in 3 repos~1k tokens
    Agent WorkflowsAuto-check passed
  • Multi-agent swarm coordination for complex tasks. An agent skill from ruvnet/ruflo.

    74k GitHub stars~261 tokensUpdated today
    DevelopmentAuto-check passed
  • Coordinates a hierarchical swarm of specialized agents through the claude-flow CLI for work that spans several files or modules at once.

    74k GitHub starsUsed in 2 repos~779 tokens
    Agent WorkflowsAuto-check passed

More from VanGong1999/screen-creative-skills

All 62 skills in this repo
  • Drama Creator

    VanGong1999/screen-creative-skills

    Create vertical short drama scripts covering macro construction, episode writing, precise optimization, and creative ideation using Emotional Spring Theory.

    445 GitHub stars~2.1k tokensUpdated 4 mo ago
    Auto-check passed
  • Drama Workflow

    VanGong1999/screen-creative-skills

    Orchestrate the full plot-point dramatic function analysis pipeline — text preprocessing, parallel segment analysis, result integration, and report generation — for long-form story content.

    445 GitHub stars~850 tokensUpdated 4 mo ago
    Auto-check passed
  • Novel Evaluator

    VanGong1999/screen-creative-skills

    Evaluate and score story text across market potential, innovation attributes, and content highlights dimensions, producing structured scoring reports with development recommendations.

    445 GitHub stars~1.2k tokensUpdated 4 mo ago
    Auto-check passed
  • Script Evaluator

    VanGong1999/screen-creative-skills

    Evaluate film and TV scripts across ideological, artistic, and entertainment value dimensions, producing structured scoring reports with follow-up recommendations.

    445 GitHub stars~1.4k tokensUpdated 4 mo ago
    Auto-check passed
  • Character Profile

    VanGong1999/screen-creative-skills

    基于故事文本分析人物特征,生成详细的人物小传。适用于深度理解故事人物设定、为演员塑造角色提供参考、为剧本创作建立人物档案

    445 GitHub starsUsed in 1 repo~609 tokens
    Auto-check passed
  • Story Five Elements

    VanGong1999/screen-creative-skills

    Analyze five core story elements — genre type, story summary, character biographies, character relationships, and major plot points — producing a structured comprehensive report with optional mind…

    445 GitHub stars~781 tokensUpdated 4 mo ago
    Auto-check passed

Questions about Plot Workflow

What does Plot Workflow do?

Orchestrate and coordinate one-click generation workflow for major plot points and detailed plot points. Plot Workflow is an agent skill from VanGong1999/screen-creative-skills. Orchestrate and coordinate one-click generation workflow for major plot points and detailed plot points.

How do I install Plot Workflow in Claude Code?

Run `npx skills add VanGong1999/screen-creative-skills --skill plot-workflow -a claude-code`. Or copy the skill folder (english-version/category/workflow/plot-workflow in VanGong1999/screen-creative-skills) into .claude/skills/plot-workflow in your project. Claude Code loads it when a task matches its description.

How do I install Plot Workflow in Codex?

Run `npx skills add VanGong1999/screen-creative-skills --skill plot-workflow -a codex`. Or copy the skill folder (english-version/category/workflow/plot-workflow in VanGong1999/screen-creative-skills) into .agents/skills/plot-workflow in your project. Codex loads it when a task matches its description.

Can I use Plot Workflow in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add VanGong1999/screen-creative-skills --skill plot-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/plot-workflow, .gemini/skills/plot-workflow, .github/skills/plot-workflow and .opencode/skills/plot-workflow in your project.

What does Plot Workflow need to run?

SKILL.md names no scripts, command-line tools or credentials: Plot Workflow is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write. Compatibility (from SKILL.md): Claude Code 1.0+.

Does Plot Workflow access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Plot Workflow safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Plot Workflow use?

Plot Workflow is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Plot Workflow use?

About 992 tokens (SKILL.md is roughly 4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.8k tokens, read only when the agent opens those files.

What are the alternatives to Plot Workflow?

Skills that share tags, products or a category with Plot Workflow: Orchestrate (sickn33/agentic-awesome-skills, 47k stars), Team Agent Orchestration (affaan-m/ECC, 275k stars), Orca Orchestration (stablyai/orca, 87k stars) and Agent Orchestrator Task (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Plot Workflow?

VanGong1999 (a GitHub user) maintains it in VanGong1999/screen-creative-skills, which has 445 GitHub stars. The repository holds 62 skills in this directory. The repository was last updated on May 26, 2026.

Source: VanGong1999/screen-creative-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.