{"id":"expert-pipeline-design","text":"The expert-build pipeline implements: fetch-docs (source → markdown), summarize (entries from sources), propose-beliefs (extract candidates), accept-beliefs (human gate), derive (find connections), review-beliefs (audit derivations), export (beliefs.md/JSON). Value accrues at each stage — derive produces new knowledge that no single source document states.","truth_value":"IN","source":"repo:expert-agent-builder/","source_url":"","source_hash":"","justifications":[],"dependents":["expert-pipeline"],"metadata":{},"created_at":"","updated_at":"","reviewed_at":"","verified_at":"","retracted_at":"","explanation":{"steps":[{"node":"expert-pipeline-design","truth_value":"IN","reason":"premise"}]}}