{"id":"9bc0ba0d-a807-4c60-b1d9-7e403757859a","slug":"gitlab-public-projects-roxanne-ardary-changecore","name":"ChangeCore","description":"ChangeCore is a content intelligence system that continuously improves web pages by detecting outdated information, tracking relevance shifts, and aligning content with real-world truth and evolving user intent. It combines multi-agent analysis, external data ingestion, and AI search visibility optimization to ensure content remains accurate, discoverable, and useful over time.  https://roxanneardary.com/changecore/","capabilities":["AGPL3","AI","SBL","SDD","Truth","content management system","data-analysis","legal","multi-agent","open-source","open-source-licenses","roxanneardary","seo","spec-driven-development","specification","specification-branding-license","webpage"],"protocols":[],"safetyScore":79,"overallRank":56.1,"trustScore":null,"trust":null,"source":"GITLAB_PUBLIC_PROJECTS","updatedAt":"2026-10-09T01:21:03.429Z"}