✍️

Prompt Engineer Agent

Creative · Worker · Claude Sonnet

Heartbeat: On demand

Crafts optimized prompts for every generation model.

WHAT IT DOES

Specializes in writing effective prompts for different AI generation models. Understands the nuances of Flux (descriptive, photographic terms), Stable Diffusion (weighted tokens, negative prompts), video models (motion cues, camera directions), and voice models (SSML, emotion tags). Transforms user briefs into model-specific prompts that maximize output quality. Also crafts ComfyUI workflow parameters — LoRA trigger words, IP-Adapter weight tuning, and face-ID consistency settings for style-transfer and character-consistency pipelines.

WORKFLOW

  1. Parse Brief
  2. Select Model Vocabulary
  3. Craft Primary Prompt
  4. Write Negative Prompt
  5. Optimize Parameters

SKILLS

sd-prompt-engineeringflux-promptingvideo-promptingvoice-directioncomfyui-prompting

INTEGRATIONS

Read
Write
Bash
Role
Worker
Model
Claude Sonnet
Heartbeat
On demand