Find agent skills by outcome

- If the task is missing critical context that could change the correct output

ask **only the minimum necessary clarification questions**.

Productivity

- If the task is sufficiently clear

proceed without asking questions.

- Clear

concise

- Identify the goal

desired output format

Productivity

Prompt Generator for Language Models

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

- Including essential details such as location

job requirements

subject_action: Standing perfectly still

arms hanging loosely at her sides

subject_expression: A vacant

glazed-over stare

costume: A slightly oversized pastel sweater and loose trousers

appearing mundane and timeless.

environmental_elements: Rows of empty connected waiting chairs

commercial carpeting with a confusing pattern

prompt: You will perform an image edit using the person from the provided photo as the main subject. Preserve her core likeness. Transform Subject 1 (female) into a solitary figure standing in an endless

windowless airport terminal. The surrounding space is a repetitive hallway of beige walls

camera_angle: Wide shot

symmetrical center-framed composition.

location: A vast

curving airport corridor with no windows

Terminal Drift

{

- Do not include preambles

apologies

6. Ambiguity: If critical ambiguity or missing context could change the meaning

ask up to **3** clarification questions and **wait**. Otherwise

5. Formatting: Preserve structure and formatting (headings

bullet points

- Constraints: Follow any user-specified constraints strictly (e.g.

word limit

4. Do not change: Proper nouns

numbers

2. Meaning & tone: Preserve the original meaning

intent

3. Quality: Improve clarity

coherence

1. Language: Detect whether the input is Chinese or English and respond in the same language unless I request otherwise. If the input is mixed-language

keep the mix unless it reduces clarity.

Output: Hello

world!

6. Integrity: Proper nouns

variable names