Automate UGC caption and image prompt generation with fidelity checks.
npx skills add https://github.com/RASCLAW/DuberyMNL --skill dubery-ugc-pipeline
Please help me install this Agent Skill. Skill: dubery-ugc-pipeline Source: https://github.com/RASCLAW/DuberyMNL/tree/main/.claude/skills/dubery-ugc-pipeline Command: npx skills add https://github.com/RASCLAW/DuberyMNL --skill dubery-ugc-pipeline
End-to-end UGC content pipeline that automates caption generation and image prompt creation with fidelity checks, reducing manual toil and coordinating multiple sub-skills.
Provide a batch of UGC captions and prompts with fidelity validation, stopping at PROMPT_READY.
High-intent search queries and answers about installing and using this skill.
To automate UGC caption generation and image prompt creation, use this pipeline to coordinate sub-skills, applying fidelity checks to validate content before stopping at the PROMPT_READY state.
A fidelity gatekeeper in a UGC content pipeline is a validation checkpoint that reviews derived image prompts against generated captions, ensuring prompt quality and thematic alignment before image generation.
To orchestrate a batch UGC pipeline for social proof assets, execute the run_ugc.py workflow, which manages state via the ugc_pipeline.json artifact to scale content production across campaigns.
Yes, you need an existing .tmp/ugc_pipeline.json state file to start the UGC pipeline, as the workflow relies on this artifact to coordinate caption generation, prompt writing, and gatekeeping.
Yes, you can use this pipeline for product launches and campaign testing, as it is specifically designed for production UGC pipelines to generate social proof assets across these contexts.
A scripted UGC content workflow requires collaboration with specific sub-skills like caption-gen and prompt-writer, meaning it cannot operate independently and depends on predefined JSON state artifacts.
RASCLAWGenerate captions and image prompts from .tmp/pipeline.json with status updates.
Ship-With-AIGenerate cross-platform launch posts, outreach templates, and a launch tracker.
RASCLAWConvert approved marketing captions into deterministic JSON prompts for Nano Banana 2.
RASCLAWValidate UGC prompt JSONs for product fidelity and output PASS/REJECT verdicts.
