Who it is forA creative lead whose generated visuals feel off-brand and who needs a diagnosis before spending more credits.
The problemTeams keep generating when a direction is already wrong, which wastes credits and spreads the problem across guidelines and campaigns.
The outcomeA clear diagnosis of the visual problem, a rejected direction that is isolated, and a restart from the last approved stage.
What you need first
- A Lovart account with access to Lovart Agent and Thinking Mode
- The SKILL.md file from the amirmushichge/brand-system-skill repo, opened with Raw so the full text can be copied
- One main visual reference image ready to attach when the Agent requests it
- A project brief: the product, audience, and direction you want the brand to convey
Steps
- Send STATUS to get the current project checkpoint.
- Send ART DIRECTOR REVIEW to activate Creative Director Support Mode for diagnosis and guidance.
- Send REJECT DIRECTION to isolate the rejected direction and restart from the last approved stage.
- Send GO BACK if an earlier approved stage needs reopening, and note which later work may become invalid.
- Send AUDIT to run the relevant consistency audit without generating new assets.
Prompt for your agent
Using the brand-system-skill repo at https://github.com/amirmushichge/brand-system-skill, run STATUS, then ART DIRECTOR REVIEW in Lovart Agent on the project <project name> whose visuals look off-brand. Expected output: a diagnosis of the visual problems and a recommendation to refine or reject the direction. Verify that the Agent reports which later work becomes invalid before any GO BACK is confirmed.
Caveat. The workflow is written for Lovart Agent with Thinking Mode, so these commands are chat commands inside that Agent, not commands in a local terminal.
Use this in your AI agent
Ask your agent
Using the Deduped MCP, get the setup steps for amirmushichge/brand-system-skill and "Diagnose and fix a weak brand direction before scaling"
Add Deduped to Claude Code once
claude mcp add --transport http deduped https://dedupedai.com/mcp
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