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Deploy 变更检测对私有 tutor playbook 内容变化是盲的
needs-triageMaintainer needs to evaluate this issueMaintainer needs to evaluate this issueStatus: Open.#432 In CodingGirlsClub/cgc_2046;教研产出 materials 全链路未消费：ref 不解析、API 不透出、UI 不渲染、无视频存储（教研实测发现）
backlogDeferred to future release; not scheduledDeferred to future release; not scheduledenhancementNew feature or requestNew feature or requestStatus: Open.#428 In CodingGirlsClub/cgc_2046;教研产出缺少章节归属：内容模型引入可选 chapter 叙事标签（图真树影）
needs-triageMaintainer needs to evaluate this issueMaintainer needs to evaluate this issueStatus: Open.#427 In CodingGirlsClub/cgc_2046;- Status: Open.#415 In CodingGirlsClub/cgc_2046;
- Status: Open.#411 In CodingGirlsClub/cgc_2046;
feat(抖音端): 订阅消息模板申请与 tt 渲染分支接入
ready-for-agentFully specified, ready for an AFK agentFully specified, ready for an AFK agentStatus: Open.#371 In CodingGirlsClub/cgc_2046;feat(抖音端): 代码版本提审与首次发布上线
ready-for-agentFully specified, ready for an AFK agentFully specified, ready for an AFK agentStatus: Open.#370 In CodingGirlsClub/cgc_2046;网站侧 tutor 草稿内容预览页(消费 curriculum_outputs,与 OpenClacky 教研工作台互补)
needs-triageMaintainer needs to evaluate this issueMaintainer needs to evaluate this issueStatus: Open.#359 In CodingGirlsClub/cgc_2046;[流程+扩展] 切片 SDL→codegen 下游同步纪律入册 + 扩展 origin 异端口收紧评估（前置查证宿主反代）
needs-triageMaintainer needs to evaluate this issueMaintainer needs to evaluate this issueStatus: Open.#352 In CodingGirlsClub/cgc_2046;[web] vitest 既有 flaky ×4 稳定化（fake timers；本地负载可复现，CI 稳定）
bugSomething isn't workingSomething isn't workingneeds-triageMaintainer needs to evaluate this issueMaintainer needs to evaluate this issueStatus: Open.#351 In CodingGirlsClub/cgc_2046;讨论：AI agent driven self-adaptive learning —— 现状盘点、缺口分析与 BYO vs 平台 agent 架构路线
needs-triageMaintainer needs to evaluate this issueMaintainer needs to evaluate this issueStatus: Open.#329 In CodingGirlsClub/cgc_2046;安全加固 backlog：GraphQL 查询成本限制 / 限流多节点化 / 短信通道防薅
needs-triageMaintainer needs to evaluate this issueMaintainer needs to evaluate this issueStatus: Open.#297 In CodingGirlsClub/cgc_2046;