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- runtime-internal.service: resolveSnapshot 自动重建、persistResult 5种jobType持久化、validateOutput 校验、convertQuizCandidates/convertFlashcardCandidates 候选转换、notifyJobComplete 通知、JOB_CANCELLED处理、heartbeat 双阶段更新+取消检测 - user-ai.service: createAnalysisJob 11步流程、cancelJob、publishQuiz/publishFlashcard、getAnalysis/listAnalyses等 - user-ai.controller: 20+ 用户API端点 - 新增服务: SnapshotBuilderService、PriorityRulesService、SnapshotCleanupService、JobReaperService - 新增模块: admin-learning (CRUD管理) - Prisma schema: cancelRequestedAt/cancelledAt/sourceBlockIds 字段、expiresAt 索引 - 文档: ai-runtime-user-api.md、Issue 记录 Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>