According to God of Prompt on X, Original Voices unveiled MCP-native human-in-the-loop audience research tools featuring 14 prebuilt workflows that can be deployed in minutes, with demos for ad creation and creative testing and an open-source skills library on GitHub (source: God of Prompt, links to Original Voices site, Loom demos, docs, and GitHub). According to the Original Voices skills documentation, the library provides modular Skills that connect models to real human feedback loops to reduce hallucinations and improve conversion-focused creative decisions. As reported by the GitHub repository for ovlabs Audience Research Skills, the project enables model-context protocol integrations, making it easier for teams to operationalize human validation in marketing workflows. For marketers and product teams, this suggests faster experimentation cycles, measurable lift in ad performance, and safer deployment of generative systems in production.