generate-design-prompt

name	generate-design-prompt
description	Translate the central themes of an approved script into minimal, premium image-generation prompts (Flux/DALL-E) suitable for a product type. Use when the Commerce & Design agent must turn a topic into designer-ready merch concepts. Output is reference material for a human designer, never the final uploaded artwork (human-in-the-loop, spec §10).
metadata	{"agent":"commerce-design","source":"Project Atlas Agent Skills Manifest §6","layer":"L6-commerce"}

generate-design-prompt

Turn approved themes into premium, minimal design prompts.

When to use

• A merch opportunity is detected for a topic/archetype and a designer brief is being built.

Function signature (manifest contract)

def generate_design_prompt(topic: str, product_type: str) -> str:
    """Translate themes into a minimal, premium image-generation prompt."""

Inputs / Outputs

• Input: topic, product_type (poster|shirt|journal|sticker|...).
• Output: a single prompt string (plus optional style notes).

Human-in-the-loop (spec §10.1)

Output is reference/raw material for a human designer — agents do research & ideation; humans create and upload the sellable artwork (Redbubble AI-disclosure / IP-risk rules).

Implementation

Call the hermes-bridge MCP tool run_judgment_agent(insight_type="generate-design-prompt", query=<ask>, context={"topic": topic, "product_type": product_type}). Hits Hermes's POST /v1/agents/generate-design-prompt (new hermes/agents/generate-design-prompt/), same self-correcting LLM loop / mock-fallback pattern as vibe/voice-director.

Backend dependency

• Attaching the result to merch_briefs / designer_tasks (Railway) is still stubbed until the Postgres/AGE backbone is wired -- the prompt-generation call itself works today, it just isn't durably tracked yet.
• Envato Elements MCP for human-made raw assets (spec §10.4) — separate integration.

Model

deepseek-direct/deepseek-chat (medium) for prompt crafting.