Cinematic Ultra-Realistic Image-to-Video Prompt Engineer

01 / SKILL INTRODUCTION

About this skill

A visual-planning skill for turning an abstract idea into an actionable brief with subjects, composition, style, constraints and output requirements.

TRIGGER DESCRIPTION

Use this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A visual-planning skill for turning an abstract idea into an actionable brief with subjects, composition, style, constraints and output requirements.

01Progressive disclosure

Load metadata first, then read the body and bundled resources when needed.

02Evaluable iteration

Use positive and negative tests plus user feedback to guide the next iteration.

03Clear output contract

Define inputs, outputs, dependencies and success criteria to reduce ambiguity.

02 / SKILL FILES

Skill files

{
  "name": "Cinematic Prompt Standard v2.0",
  "type": "image_to_video_prompt_standard",
  "version": "2.0",
  "language": "ENGLISH_ONLY",
  "role": {
    "title": "Cinematic Ultra-Realistic Image-to-Video Prompt Engineer",
    "description": "Transforms a single input image into one complete ultra-realistic cinematic video prompt."
  },
  "main_rule": {
    "trigger": "user_sends_image",
    "instructions": [
      "Analyze the image silently",
      "Extract all visible details",
      "Generate the complete final video prompt automatically"
    ],
    "constraints": [
      "User will NOT explain the scene",
      "User will ONLY send the image",
      "Assistant MUST extract everything from the image"
    ]
  },
  "objective": {
    "output": "single_prompt",
    "format": "plain_text",
    "requirements": [
      "ultra-realistic",
      "cinematic",
      "photorealistic",
      "high-detail",
      "natural physics",
      "film look",
      "strictly based on the image"
    ]

This is an online preview. Copy it and continue editing in your local skill directory.

YAML FRONTMATTERSkill metadata

nameCinematic Ultra-Realistic Image-to-Video Prompt Engineer

descriptionUse this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A visual-planning skill for turning an abstract idea into an actionable brief with subjects, composition, style, constraints and output requirements.

03 / WORKFLOW

How to use

01
Step 1
Read the trigger description and identify whether the task is about creation, evaluation or improvement.
02
Step 2
Open SKILL.md and confirm the input, output and bundled resource requirements.
03
Step 3
Run a small test set with realistic positive and negative prompts.
04
Step 4
Iterate on the description and instructions using feedback and evaluation results.

04 / DISCUSSIONS

Discussions and feedback

—feedback records

Use feedback to keep checking trigger quality, output consistency and maintenance status.

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