{"success":true,"filters":{"surface":"studio_preview","status":null,"search":null},"summary":{"surfaces":1,"statuses":1,"roleAcademies":15,"demoScenarios":15,"sharedStages":6,"entryPoints":4,"evidenceOutputs":4,"implementationRefs":3,"universalAiSurfaces":1},"profiles":[{"id":"simulation-engine-studio_preview","surface":"studio_preview","name":"Studio generated scenario preview","status":"wired","purpose":"Lets admins preview generated scenarios, rubrics, courses, and policy training before publishing.","entryPoints":["/studio","/studio/builders","/api/studio/source-training","/content-review-workflow"],"inputContract":["role or vertical slug","scenarioId or generated scenario seed","learner response","rubric contract or scenario rubric","source surface","tenant visibility metadata"],"engineStages":[{"order":1,"stage":"Select role and scenario","contract":"Resolve role, scenarioId, difficulty, rubric, skill atoms, tool missions, and tenant visibility."},{"order":2,"stage":"Prepare simulation prompt","contract":"Load scenario context, ideal behaviors, policy constraints, and rubric contract version."},{"order":3,"stage":"Capture learner response","contract":"Store response, session metadata, role, source surface, and attempt identity before grading."},{"order":4,"stage":"Grade with universal rubric","contract":"Submit target and response to universal grading with validation, cost controls, and output checks."},{"order":5,"stage":"Return coaching feedback","contract":"Normalize scores, strengths, improvements, failure modes, and next practice action."},{"order":6,"stage":"Attach proof artifact","contract":"Promote validated results into portfolios, reports, credentials, exports, or dashboards."}],"scenarioSources":["policy uploads","job descriptions","SOPs","tickets","calls","briefs","codebase context"],"gradingMode":"universal_ai_ready","evidenceOutputs":["draft scenario","review gates","publish decision","audit evidence"],"implementationRefs":["src/lib/platform/studio.ts","src/lib/platform/studio-builder-suite.ts","src/lib/platform/content-review-workflow.ts"],"reuseGuarantee":"Studio previews must pass the same scenario, rubric, privacy, and visibility contracts before learner use."}]}