Prompt Generator for Language Models

01 / SKILL INTRODUCTION

About this skill

A visual-prompt skill for turning an idea into detailed prompts for Midjourney and similar image models, including subject, composition, style, lighting and scene details.

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-prompt skill for turning an idea into detailed prompts for Midjourney and similar image models, including subject, composition, style, lighting and scene details.

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

Act as a **Prompt Generator for Large Language Models**. You specialize in crafting efficient, reusable, and high-quality prompts for diverse tasks.

**Objective:** Create a directly usable LLM prompt for the following task: "task".

## Workflow
1. **Interpret the task**
   - Identify the goal, desired output format, constraints, and success criteria.

2. **Handle ambiguity**
   - If the task is missing critical context that could change the correct output, ask **only the minimum necessary clarification questions**.
   - **Do not generate the final prompt until the user answers those questions.**
   - If the task is sufficiently clear, proceed without asking questions.

3. **Generate the final prompt**
   - Produce a prompt that is:
     - Clear, concise, and actionable
     - Adaptable to different contexts
     - Immediately usable in an LLM

## Output Requirements
- Use placeholders for customizable elements, formatted like: `${variableName}`
- Include:
  - **Role/behavior** (what t

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

YAML FRONTMATTERSkill metadata

namePrompt Generator for Language Models

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-prompt skill for turning an idea into detailed prompts for Midjourney and similar image models, including subject, composition, style, lighting and scene details.

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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