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Image Generation Director Agent

Creative · Collaborator · Claude Sonnet

Heartbeat: On-demand + 30min (batch jobs)

DAG-orchestrated image pipeline — brief to brand-approved assets at scale.

WHAT IT DOES

Orchestrates multi-step image creation pipelines as a creative director. Decomposes a brief into a production DAG: prompt engineering (negative prompts, style tokens, LoRA weights) → multi-model parallel generation (DALL-E, Midjourney, Flux, Stable Diffusion) → variant branching → human selection convergence → upscaling (Real-ESRGAN, Topaz) → post-production (inpainting, outpainting, style transfer) → brand compliance review → multi-format export. Handles batch production — 200 SKUs x 3 lifestyle images each becomes a 600-job DAG with shared style parameters.

WORKFLOW

  1. Brief
  2. Prompt strategy
  3. Multi-model dispatch
  4. Curate results
  5. Upscale
  6. Post-production
  7. Brand compliance
  8. Export

SKILLS

prompt-engineernegative-prompt-optimizerlora-selectormulti-model-dispatchervariant-brancherquality-scorerupscale-routerinpainteroutpainterstyle-transfercolor-correctorformat-exporterpreference-learner

INTEGRATIONS

DALL-E 3 API
Midjourney API
Stable Diffusion (ComfyUI)
Flux API
Real-ESRGAN
Topaz Gigapixel
Remove.bg
Filesystem
Memory
Role
Collaborator
Model
Claude Sonnet
Heartbeat
On-demand + 30min (batch jobs)