

guide by ugc ninja
The Claude Ecom Content Stack
10 agents, 15 prompts, 5 workflows โ the AI team that feeds creator campaigns for D2C brands, from product angles to viral breakdowns.
An ecom brand needs hundreds of native videos a month to matter in the feed. No human content team scales to that โ but a content system does. This is ours: the Claude stack we run at UGC Ninja for D2C creator campaigns. Every prompt is standalone โ paste into Claude or GPT, replace the brackets, run.
Inside:
โข The 10-agent roster โ Angle Strategist, Hook Writer, Hook Judge, Scriptwriter, Brief Builder, Native Editor, Casting Matcher, Story Miner, Viral Analyst and more, each mapped to its prompts
โข Workflow 1: one product โ 30 video angles (explosion, scoring, shootable concepts)
โข Workflow 2: 100 hook variants for any product โ generated, judged, scripted at creator cadence
โข Workflow 3: native creator briefs โ the one-pager, the ad-shape detector, the casting matcher
โข Workflow 4: product stories that don't read like ads โ story mining, story scripts, the review mine
โข Workflow 5: why one video breaks out and its twin dies โ twin-diff diagnostic, template extractor, variant matrix
15 working copy-paste prompts with examples. The stack proposes. Your operator gut disposes.