{"id":"038f73fd-04cd-4f7b-92b9-550986510446","slug":"gitlab-public-projects-roxanne-ardary-thoughtbridge","name":"ThoughtBridge","description":"ThoughtBridge is a modular, multi-agent AI specification designed to help turn ideas into reality by bringing together creative exploration, multiple perspectives, adaptive learning, physics-grounded reasoning, industry and trade expertise, product design, testing, validation, and customer-centered development. It provides a structured pathway from an initial thought or incomplete concept through refinement, design, development, validation, and completion.  https://roxanneardary.com/thoughtbridge/","capabilities":["AGPL V3+","AI","SBL","SDD","generative-ai","generative-art","multi-agent","open-source","open-source-licenses","spec-driven-development","specification","specification-branding-license"],"protocols":[],"safetyScore":79,"overallRank":52.3,"trustScore":null,"trust":null,"source":"GITLAB_PUBLIC_PROJECTS","updatedAt":"2026-10-09T01:21:03.646Z"}