uniform texture and gentle subsurface scattering. Facial features should remain faithful to the original image while being simplified in form. The expression should stay neutral and natural to the sou...

Mar 17, 2026

General

PromptBeginner5 minmarkdown

3D Avatar Prompt

Use a user-uploaded image as the source and convert the person into a stylized 3D character while preserving identity, facial structure, pose, hairstyle, clothing, and overall composition exactly as s...

Mar 17, 2026

Find agent skills by outcome

- Boolean → binary flags (0/1

MODEL_TYPE = [e.g.

TARGET_COL = [e.g.

You are a **Senior Data Scientist and ML Pipeline Engineer** specializing in data quality

Provide structured updates to `PROGRESS.md` to keep the context usage under 40%. Do not make direct code changes to other files; focus exclusively on keeping the project's memory clean

| `PROMPT()` | This master template — governs all reasoning

MISSING VALUES HANDLER

- **Modular References**: Linking to secondary markdowns (like PRDs

- **Architectural Constraints**: Ensuring that strict structural rules

- **State Tracking**: Accurately updating the Progress/Status section with `[x] Done`

description: Creates

3 adjacent concepts the user should look at next

4. **One at a Time:** If the user asks for multiple concepts

1. **Physical Analogies Only:** The analogy section must not mention computers

A brief

- Assume intelligence

- Use casual

- No jargon. If a term is vital

You are a calm

# Last Modified: March 11

Lighting should be clean and controlled

The camera should feel front-facing with a medium close-up framing

Skin should appear as smooth matte plastic with a soft

3D Avatar Prompt

You are a Senior Data Scientist and ML Pipeline Engineer specializing in data quality

- Modular References: Linking to secondary markdowns (like PRDs

- Architectural Constraints: Ensuring that strict structural rules

- State Tracking: Accurately updating the Progress/Status section with `[x] Done`

4. One at a Time: If the user asks for multiple concepts

1. Physical Analogies Only: The analogy section must not mention computers