Cinematic Video Prompt Engineer Skill

REVIEW · 71
Community indexed

A Codex skill for turning plot summaries into cinematic AI video prompts. It diagnoses story, emotion, structure, shot design, micro-expressions, sound, reference image prompts, and continuation logic, then outputs copy-ready prompts for short-form AI video generation.

Downloads0
Stars77
Version1.0.0
Quality77/100 · Strong
Trust71/100 · Sandbox only
Audit84/100 · Safe to try

Supply asset profile

Design and creative production

Design assets, images, video, audio, multimodal media, presentation, and creative production skills.

Browse track

Scenario

Video creation

I need my agent to turn a topic or product into a short video, generate B-roll, write video prompts, and prepare a publish-ready cut.

Agent fit

Claude Code + OpenAI Agents + CLI

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add CyberJ0605/cinematic-video-prompt-engineer-skill

Maintenance

fresh

10d since push

Risk

Safe to try

Quality score needs review

GitHub quality

77

77/100 Quality · 79/100 Trust

Coverage tags

DesignVideo creationdesign-creativevideo-generationprompt-engineering

Review notes

Quality score needs review · GitHub adoption: 77 GitHub stars

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Strong
77

Solid option that is likely worth shortlisting for production workflows.

Trust

Sandbox only
71

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Safe to try
84

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

CodexClaude CodeCursorOpenAgentSkill CLI

Stars

77 GitHub stars

Repo activity

77 stars, 7 forks

Maintenance

10d since push

License

MIT

Install

npx skills add CyberJ0605/cinematic-video-prompt-engineer-skill

Install safety

standard package or runtime install path

Permission surface

no high-risk permission surface in public metadata

Agent outcomes

No agent outcome data yet

Docs

Strong README/SKILL.md context

Risk summary

Review before production

  • Quality score needs review
  • GitHub adoption: 77 GitHub stars
  • Stars/forks activity: 77 stars, 7 forks; issue activity unavailable in current metadata

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • Video creation workflows
  • Claude Code teams
  • builders willing to evaluate younger projects
  • Turn a brief into a shot plan

Suited agents

CodexClaude CodeCursorOpenAgentSkill CLIOpenAI AgentsCLI

Install decision

Command
npx skills add CyberJ0605/cinematic-video-prompt-engineer-skill
Policy
review
Human review
yes

Trust and risk

Trust
71/100
Audit
84/100
Risk level
Safe to try

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add CyberJ0605/cinematic-video-prompt-engineer-skill

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No major risk signals from current metadata
  • Quality score needs review
  • GitHub adoption: 77 GitHub stars

Agent safety v2

68/100 · Review before install

Reviewedreview

Good audit and safety signals with no high-risk permission hints in public metadata.

Review the audit page, then allow agent install in a sandboxed workflow.

Resolve via API

medium

Browser automation

Skill may drive a browser or interact with web pages.

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

  • Quality score needs review

Install targets

Install this skill in your agent workflow

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

skill install

OpenAgentSkill CLI

Use the registry command when your workflow supports the OpenAgentSkill installer.

$ npx skills add CyberJ0605/cinematic-video-prompt-engineer-skill

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use Cinematic Video Prompt Engineer Skill in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Cinematic%20Video%20Prompt%20Engineer%20Skill%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/cyberj0605-cinematic-video-prompt-engineer-skill/install
Install command: npx skills add CyberJ0605/cinematic-video-prompt-engineer-skill
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Agent prompt

Use Cinematic Video Prompt Engineer Skill for this task. Review https://www.openagentskill.com/api/skills/cyberj0605-cinematic-video-prompt-engineer-skill/install, then install with: npx skills add CyberJ0605/cinematic-video-prompt-engineer-skill

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Agent fit

76/100

Video creation

Platforms

Claude Code, OpenAI Agents

Audit report

Safe to try · 84/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Companion skill for Video creation

Shortlist this skill and compare it with close alternatives before production adoption.

76
Readiness
Shortlist
Stage

Role in stack

Companion skill

Primary fit

Video creation

Trust label

Strong shortlist

Install path

Command ready

Use when

  • Video creation workflows
  • Claude Code teams
  • builders willing to evaluate younger projects

Evidence

  • recent repository activity
  • install command or GitHub repo available
  • 77/100 quality profile
  • 1 OpenAgentSkill engagement events

review first

  • No major risk signals from current metadata

Implementation path

  1. 1Install it in a sandbox agent and run one Video creation task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

71
OpenAgentSkill Trust Score

GitHub adoption

CHECK

77 GitHub stars

Stars/forks activity

CHECK

77 stars, 7 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

10d since push

License clarity

PASS

MIT

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • Quality score needs review
  • GitHub adoption: 77 GitHub stars
  • Stars/forks activity: 77 stars, 7 forks; issue activity unavailable in current metadata
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Strong candidate for agent workflows

Solid option that is likely worth shortlisting for production workflows.

77
GitHub stars
77
Freshness
10d ago
Install ready
Yes
License
MIT

Workflow fit

Use this skill in these scenarios

Workflow fit

Add it to a complete workflow

Alternative shortlist

Compare before you install

Similar skills that may fit this task.

Compare all

Overview

# Cinematic Video Prompt Engineer Skill

> 电影感视频提示词工程师:把剧情、小说片段和场景想法,转成可直接用于 AI 视频生成的电影感提示词。

![version](https://img.shields.io/badge/version-v1.3.0-blue) ![license](https://img.shields.io/badge/license-MIT-green) ![platform](https://img.shields.io/badge/platform-Codex%20Skill-black)

它用于把剧情梗概、人物关系、场景设定、小说片段和情绪方向,改写成适合 Kling、Seedance、Veo、Sora、Runway、即梦等 AI 视频模型生成的电影感视频提示词。默认采用“打磨模式”:先诊断剧情,再给出电影化改写策略、可选参考图提示词,最后输出可复制的视频提示词。

## 快速开始

1. 安装 `cinematic-video-prompt-engineer` skill。 2. 在 Codex 输入:`请用 $cinematic-video-prompt-engineer 处理这个剧情:...` 3. 查看【剧情诊断】和【电影化改写策略】,确认理解方向。 4. 可选:先用【建议先生成的参考图】生成角色、场景或关键道具。 5. 复制【最终视频提示词】到 AI 视频模型生成视频。

## 当前版本重点

- 生成执行稳定性:新增首帧可重建、单镜头单核心动作/运镜、关键道具物理状态、必要终帧状态锁定和禁止可选分支规则。 - 通用运镜选择:根据戏剧功能选择 Dolly、Pan、Tilt、Tracking、Arc/Orbit、Static 等镜头运动。 - 一镜到底调度:补强普通剧情长镜头、渐进式人物揭示、焦点转移和空间连续性。 - 抽样范围控制:把抽象意图转成可见证据,优先正面描述动作路径,减少矛盾和过度指定。

## 能力一览

| 能力 | 说明 | |---|---| | 剧情诊断 | 先判断情绪核心、视觉核心、结构和时长,不直接堆镜头词。 | | 电影化改写 | 把抽象剧情转成可见动作、表演、光影、声音和镜头调度。 | | 参考图提示词 | 给出人物、场景、关键道具或双人关系图提示词,提升视频稳定性。 | | 15 秒视频提示词 | 输出可直接复制到视频模型的最终提示词,默认控制在合理长度内。 | | 长剧情拆分 | 当剧情超过 15 秒承载能力时,建议拆分并说明本段呈现内容。 | | 续写能力 | 支持从上一段故事状态继续,保持人物、场景、道具和情绪连续。 | | 小说片段改编 | 支持小说/长文本的片段筛选、外化改写和连续短片结构。 | | 专项风格 | 支持微表情、多人对话、悬疑、群像、大场面压缩、灯光设计和近身打斗。 |

## 适合用于

- 8-15 秒 AI 视频片段 - 情绪戏、亲密张力、悬疑、家庭冲突、回忆蒙太奇 - 人物头部特写和微表情表现 - 产品 / 人物质感短片 - 群像和大场面的 15 秒压缩 - 长剧情拆分成多条 15 秒提示词 - 小说片段、长文本剧情的电影化场景筛选与短视频改编 - 用户满意第一条后继续生成下一条视频提示词

## 不适合直接用于

- 完整长片剧本 - 小说润色、标题、口播稿 - 一次性生成超过 15 秒的复杂剧情 - 缺少人物、场景、情绪目标的空泛需求 - 高复杂度武术动作设计,仍建议提供动作参考样本 - 依赖大量屏幕文字、字幕、UI 内容才能理解的画面 - 露骨性内容、未成年人性化、非自愿性内容、过度血腥内容

## 更新日志

本部分仅保留最近三次更新内容。

### v1.3.0 - 生成执行稳定性与首尾帧可重建(2026-07-23)

- 新增首帧可重建规则:最终提示词必须能明确第一帧从哪里开始;主体可以是人物,也可以是空景、关键道具、车辆、屏幕、建筑、自然环境或事件 aftermath。 - 新增单镜头执行稳定性规则:每个镜头尽量只承担一个核心动作路径和一个核心摄影机行为;复杂连续运动要分阶段写清楚停靠点。 - 强化关键道具物理状态:手机、信、杯子、戒指、武器、报告、U 盘、照片等剧情道具要写清持有人、哪只手、握法/支撑点、朝向、接触关系、变化过程和最终位置。 - 新增必要终帧状态锁定:续写、分段、首尾帧、复杂动作、产品/道具结尾或修复场景,要锁定人物姿态/视线/道具状态,或空景/物体导向尾帧的空间与声音余韵。 - 新增最终提示词禁止可选分支规则:不在投喂版里留下“或、或者、A/B、二选一、可选”,除非用户明确要求多个版本。

### v1.2.0 - 一镜到底调度与抽样范围控制(

Technical details

Version
1.0.0
License
MIT
Last updated
Jul 26, 2026
Published
Jul 26, 2026

Decision snapshot

Companion skill

76
Ready
Shortlist
Stage

recent repository activity

Audit

Install review

Install and adoption review

84
Safe to try
Security
88/100
Maintenance
100/100
Install
92/100
Open full auditView eval report

Agent-proven evidence

Agent-proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
Recent failure
Outcomes
0
Output quality
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Install

Add to agent workflow

Free and open source. Review the report before installing into production agents.

Growth loop

Share kit

X

Scenario-led draft for Cinematic Video Prompt Engineer Skill, ready for a manual X post.

Curator note
Cinematic Video Prompt Engineer Skill: A Codex skill that transforms plot summaries into cinematic AI video prompts with story diagn...

77 stars

https://www.openagentskill.com/skills/cyberj0605-cinematic-video-prompt-engineer-skill?ref=x
Open X draft
Optional reply with install command
Listing + install path for Cinematic Video Prompt Engineer Skill:
https://www.openagentskill.com/skills/cyberj0605-cinematic-video-prompt-engineer-skill?ref=x

Install: npx skills add CyberJ0605/cinematic-video-prompt-engineer-skill

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator
CyberJ0605
Indexed by
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Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This Community indexed listing is attributed to CyberJ0605 but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.

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Author

C

CyberJ0605

@cyberj0605

Health signals

GitHub stars
77
Quality score
48/100
Last GitHub push
Jul 23, 2026
Framework hints
Unknown
OpenAgentSkill views
1
Install copies
0
Outbound clicks
0

Community signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & safety

Sandbox only

71
  • GitHub adoption77 GitHub starsCHECK
  • Stars/forks activity77 stars, 7 forks; issue activity unavailable in current metadataCHECK
  • Recent maintenance10d since pushPASS
  • License clarityMITPASS
  • README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
  • Dependency/runtime riskno major dependency risk hints in public metadataPASS