diff --git a/server/internal/shared/swagger/descriptions.go b/server/internal/shared/swagger/descriptions.go
new file mode 100644
index 0000000..5159108
--- /dev/null
+++ b/server/internal/shared/swagger/descriptions.go
@@ -0,0 +1,247 @@
+package swagger
+
+import "strings"
+
+type routeDoc struct {
+	Summary     string
+	Description string
+}
+
+// routeDocs maps "METHOD path" (Gin syntax, e.g. "GET /api/tenant/articles/:id")
+// to a human-readable summary and longer description shown in Swagger UI.
+//
+// Keep keys in sync with the Gin routes registered in
+// internal/tenant/transport/router.go (and bootstrap health routes).
+// Missing entries fall back to "<METHOD> <path>" automatically.
+var routeDocs = map[string]routeDoc{
+	// --- Health ---
+	"GET /api/health/live":  {"存活探针", "Kubernetes liveness 探针，永远返回 200。"},
+	"GET /api/health/ready": {"就绪探针", "Kubernetes readiness 探针，依赖（数据库等）就绪后返回 200。"},
+
+	// --- Auth ---
+	"POST /api/auth/login":   {"账号密码登录", "客户后台账号密码登录，返回 access/refresh token。"},
+	"POST /api/auth/refresh": {"刷新访问令牌", "用 refresh token 换取新的 access token。"},
+	"GET /api/auth/me":       {"当前登录用户", "返回当前 JWT 对应的用户、租户、Workspace 等会话信息。"},
+	"POST /api/auth/logout":  {"退出登录", "吊销当前会话，使其 access/refresh token 立即失效。"},
+
+	// --- Public 资源 ---
+	"GET /api/public/assets/:token": {"对外访问签名资源", "通过签名 token 直接访问对象存储中的图片/附件，无需登录。"},
+
+	// --- Desktop 客户端：注册 / 心跳 / 鉴权 ---
+	"POST /api/desktop/clients/register":  {"桌面客户端注册", "由租户用户登录后调用，为本机桌面客户端申请客户端凭证。"},
+	"POST /api/desktop/clients/rotate":    {"轮换客户端密钥", "客户端使用旧凭证调用，换取新的客户端密钥。"},
+	"POST /api/desktop/clients/heartbeat": {"客户端心跳上报", "桌面客户端定时上报存活与版本，服务端用于在线状态展示。"},
+	"POST /api/desktop/clients/offline":   {"客户端主动离线", "桌面客户端退出/休眠时上报，立即将本机标记为离线。"},
+	"POST /api/desktop/clients/revoke":    {"吊销客户端", "由桌面端调用，立即注销当前客户端凭证。"},
+
+	// --- Desktop：派单与拉取 ---
+	"GET /api/desktop/dispatch":               {"派单 WebSocket", "桌面客户端通过 WebSocket 长连接订阅派单事件，断线后自动重连。"},
+	"GET /api/desktop/accounts":               {"拉取账号列表（桌面）", "桌面客户端拉取本机绑定/可用的媒体账号，支持增量同步。"},
+	"GET /api/desktop/content/articles/:id":   {"拉取文章正文（桌面）", "桌面客户端在执行发布任务时拉取目标文章的最新内容。"},
+	"GET /api/desktop/content/assets/:token":  {"桌面端访问素材", "桌面客户端使用签名 token 拉取文章中的图片/附件。"},
+	"GET /api/desktop/publish-tasks":          {"拉取发布任务（桌面）", "桌面客户端分页查询当前账号需要执行的发布任务。"},
+	"POST /api/desktop/accounts/health-reports": {"上报账号健康状态", "桌面客户端定期上报媒体账号的登录态、风控信号等。"},
+
+	// --- Desktop：账号增删改 ---
+	"POST /api/desktop/accounts":         {"上报/绑定媒体账号", "桌面客户端登录媒体平台后，将账号信息上报到云端。"},
+	"PATCH /api/desktop/accounts/:id":    {"更新媒体账号", "桌面客户端更新已绑定的媒体账号字段（昵称、头像、Cookie 等）。"},
+	"DELETE /api/desktop/accounts/:id":   {"删除媒体账号（桌面）", "桌面客户端解绑账号，仅清理本地侧记录。"},
+
+	// --- Desktop：发布任务执行 ---
+	"POST /api/desktop/tasks/lease":         {"领取发布任务", "桌面客户端从队列领取一批可执行任务，原子加锁。"},
+	"POST /api/desktop/tasks/:id/lease":     {"续锁/重领任务", "对指定任务再次加锁，常用于异常重试场景。"},
+	"POST /api/desktop/tasks/:id/extend":    {"延长任务锁", "执行较慢时延长锁定时间，避免任务被其他客户端抢走。"},
+	"POST /api/desktop/tasks/:id/cancel":    {"取消任务（桌面）", "桌面客户端在执行失败/用户中止时通知服务端取消。"},
+	"POST /api/desktop/tasks/:id/result":    {"上报任务结果", "桌面客户端将发布结果（成功/失败/截图/链接）回传服务端。"},
+	"POST /api/desktop/publish-tasks/:id/retry": {"重试发布任务", "对失败的发布任务发起重试。"},
+
+	// --- Desktop：监控采集任务 ---
+	"POST /api/desktop/monitoring/tasks/lease":      {"领取监控任务", "桌面客户端领取 GEO 监控的爬取任务（AI 平台问答抓取）。"},
+	"POST /api/desktop/monitoring/tasks/resume":     {"恢复监控任务", "客户端断线重连后恢复未完成的监控任务。"},
+	"POST /api/desktop/monitoring/tasks/:id/result": {"上报监控结果", "上报某条监控任务在 AI 平台的抓取结果。"},
+	"POST /api/desktop/monitoring/tasks/:id/skip":   {"跳过监控任务", "无法完成时跳过该条任务，并附带原因。"},
+	"POST /api/desktop/monitoring/tasks/:id/cancel": {"取消监控任务", "桌面端主动取消正在执行的监控任务。"},
+
+	// --- Tenant：账号 / 任务统一视图（管理员视角） ---
+	"GET /api/tenant/accounts":                   {"租户媒体账号列表", "运营人员在管理后台查看本租户下所有媒体账号。"},
+	"POST /api/tenant/accounts/:id/request-delete": {"申请删除媒体账号", "由后台发起异步删除，桌面端确认后真正解绑。"},
+	"POST /api/tenant/tasks/:id/reconcile":       {"对账发布任务", "管理后台对发布任务做对账：状态校正、结果回填。"},
+	"POST /api/tenant/tasks/:id/cancel":          {"取消发布任务（后台）", "管理员在后台取消还未派发或还在执行的发布任务。"},
+	"POST /api/tenant/publish-jobs":              {"批量创建发布任务", "为一批文章/账号批量生成发布任务，进入派发队列。"},
+
+	// --- Tenant：媒体 ---
+	"GET /api/tenant/media/platforms": {"媒体平台列表", "返回当前租户可用的媒体平台元数据（图标、能力开关等）。"},
+
+	// --- Tenant：工作台 ---
+	"GET /api/tenant/workspace/overview":        {"工作台概览", "首页顶部统计：文章数、发布数、KOL 订阅数等。"},
+	"GET /api/tenant/workspace/recent-articles": {"最近文章", "工作台展示最近创建/更新的若干篇文章。"},
+	"GET /api/tenant/workspace/quota-summary":   {"额度概览", "返回当前 Workspace 的 AI 点数、存储、发布次数等额度。"},
+	"GET /api/tenant/workspace/ai-point-usage":  {"AI 点数消耗明细", "分页查询 AI 点数的扣减流水，可按时间筛选。"},
+	"GET /api/tenant/workspace/template-cards":  {"模板入口卡片", "工作台首页的模板推荐卡片。"},
+	"GET /api/tenant/workspace/kol-cards":       {"KOL 入口卡片", "工作台首页的 KOL 订阅推荐卡片。"},
+
+	// --- Tenant：模板 ---
+	"GET /api/tenant/templates":                                {"模板列表", "返回当前 Workspace 可见的内容模板。"},
+	"GET /api/tenant/templates/:id":                            {"模板详情", "返回模板字段定义、prompt 结构、示例等。"},
+	"POST /api/tenant/templates/:id/drafts":                    {"保存模板草稿", "保存用户在模板表单上的临时输入，便于稍后续填。"},
+	"POST /api/tenant/templates/:id/analyze-tasks":             {"创建主题分析任务", "基于用户输入创建主题分析异步任务。"},
+	"GET /api/tenant/templates/:id/analyze_task_result":        {"获取主题分析结果", "轮询主题分析任务结果，需要带上 task_id。"},
+	"POST /api/tenant/templates/:id/title-tasks":               {"创建标题生成任务", "基于主题创建标题候选生成任务。"},
+	"GET /api/tenant/templates/:id/gen_title_task_result":      {"获取标题生成结果", "轮询标题生成任务结果。"},
+	"POST /api/tenant/templates/:id/outline-tasks":             {"创建大纲生成任务", "基于选定标题创建大纲生成任务。"},
+	"GET /api/tenant/templates/:id/gen_outline_task_result":    {"获取大纲生成结果", "轮询大纲生成任务结果。"},
+	"POST /api/tenant/templates/:id/generate":                  {"生成正文", "基于模板入参直接生成完整文章并落库。"},
+
+	// --- Tenant：KOL 管理（创作者侧） ---
+	"GET /api/tenant/kol/manage/profile":         {"KOL 主页信息", "获取当前用户作为 KOL 的资料卡。"},
+	"PUT /api/tenant/kol/manage/profile":         {"更新 KOL 主页", "更新 KOL 名称、简介、行业、联系方式等。"},
+	"POST /api/tenant/kol/manage/profile/avatar": {"上传 KOL 头像", "Multipart 上传 KOL 头像，返回访问 URL。"},
+
+	"GET /api/tenant/kol/manage/packages":                       {"KOL 套餐列表", "KOL 自己管理名下的套餐（产品包）列表。"},
+	"POST /api/tenant/kol/manage/packages":                      {"新建 KOL 套餐", "创建新的 KOL 套餐草稿。"},
+	"PUT /api/tenant/kol/manage/packages/:id":                   {"更新 KOL 套餐", "修改套餐基础信息（名称、价格、描述、封面等）。"},
+	"DELETE /api/tenant/kol/manage/packages/:id":                {"删除 KOL 套餐", "仅未发布或已归档的套餐可删除。"},
+	"PUT /api/tenant/kol/manage/packages/:id/publish":           {"发布 KOL 套餐", "把草稿态套餐发布到市场，对所有租户可见。"},
+	"PUT /api/tenant/kol/manage/packages/:id/archive":           {"下架 KOL 套餐", "将已发布的套餐归档，不再对外展示。"},
+	"POST /api/tenant/kol/manage/packages/:id/self-subscription":   {"KOL 自订阅套餐", "KOL 自己订阅自己的套餐用于体验/测试。"},
+	"DELETE /api/tenant/kol/manage/packages/:id/self-subscription": {"取消 KOL 自订阅", "取消 KOL 对自己套餐的自订阅。"},
+
+	"GET /api/tenant/kol/manage/packages/:id/prompts":  {"套餐下的 Prompt 列表", "查看某个 KOL 套餐内挂载的 Prompt 列表。"},
+	"POST /api/tenant/kol/manage/packages/:id/prompts": {"新增套餐 Prompt", "在套餐下创建新的 Prompt 配置。"},
+	"GET /api/tenant/kol/manage/prompts/:id":           {"获取 Prompt 最新版", "返回该 Prompt 的最新版本（含变量、模板正文）。"},
+	"PUT /api/tenant/kol/manage/prompts/:id":           {"更新 Prompt 元信息", "更新 Prompt 名称、说明、可见性等元数据。"},
+	"DELETE /api/tenant/kol/manage/prompts/:id":        {"删除 Prompt", "彻底删除该 Prompt 及其历史版本（若已发布且有订阅则禁止）。"},
+	"POST /api/tenant/kol/manage/prompts/:id/save":     {"保存 Prompt 草稿", "保存 Prompt 正文与变量，作为新的草稿版本。"},
+	"POST /api/tenant/kol/manage/prompts/:id/publish": {"发布 Prompt 版本", "将当前草稿发布为新版本，订阅者可使用。"},
+	"PUT /api/tenant/kol/manage/prompts/:id/activate": {"激活 Prompt", "把已发布的 Prompt 切换为当前激活版本。"},
+	"PUT /api/tenant/kol/manage/prompts/:id/archive":  {"归档 Prompt", "归档某个 Prompt，新订阅不再可见。"},
+
+	"POST /api/tenant/kol/manage/assist":        {"KOL 创作助手（同步）", "基于上下文一次性生成 Prompt 优化建议。"},
+	"POST /api/tenant/kol/manage/assist/stream": {"KOL 创作助手（SSE 流式）", "通过 Server-Sent Events 流式返回创作助手输出。"},
+	"GET /api/tenant/kol/manage/assist/:id":     {"查询创作助手任务", "按任务 id 查询此前的助手生成结果。"},
+
+	// --- Tenant：KOL Dashboard（创作者数据看板） ---
+	"GET /api/tenant/kol/dashboard/overview": {"KOL 看板概览", "KOL 自己的看板：订阅数、生成数、收益等。"},
+	"GET /api/tenant/kol/dashboard/packages": {"KOL 看板分套餐数据", "按套餐维度的订阅与使用统计。"},
+	"GET /api/tenant/kol/dashboard/trend":    {"KOL 看板趋势", "按日聚合的订阅、生成、收益趋势曲线。"},
+
+	// --- Tenant：KOL Marketplace（订阅方视角） ---
+	"GET /api/tenant/kol/marketplace/packages":               {"KOL 市场套餐列表", "面向订阅方的 KOL 市场列表，可按行业/关键词筛选。"},
+	"GET /api/tenant/kol/marketplace/packages/:id":           {"KOL 市场套餐详情", "套餐详情页：包含价格、Prompt 列表、案例等。"},
+	"POST /api/tenant/kol/marketplace/packages/:id/subscribe": {"订阅 KOL 套餐", "当前 Workspace 订阅指定套餐，进入计费/试用流程。"},
+
+	"GET /api/tenant/kol/subscriptions":                  {"我的 KOL 订阅", "返回当前 Workspace 已订阅的 KOL 套餐列表。"},
+	"GET /api/tenant/kol/subscription-prompts":           {"我的订阅 Prompt 列表", "已订阅套餐下可用的 Prompt 集合。"},
+	"GET /api/tenant/kol/subscription-prompts/:id/schema": {"订阅 Prompt 输入 Schema", "返回该 Prompt 的入参字段定义，用于前端渲染表单。"},
+	"POST /api/tenant/kol/subscription-prompts/:id/generate": {"用订阅 Prompt 生成内容", "基于订阅 Prompt 生成一篇文章，自动扣 KOL 计费点数。"},
+
+	// --- Tenant：文章 ---
+	"GET /api/tenant/articles":                  {"文章列表", "支持按生成/发布状态、来源、关键词、时间等筛选。"},
+	"POST /api/tenant/articles":                 {"创建文章", "手动创建一篇空文章草稿。"},
+	"POST /api/tenant/articles/generate-from-rule": {"根据 Prompt 规则生成文章", "基于已配置的 Prompt 规则生成一篇文章。"},
+	"POST /api/tenant/articles/imitations/generate": {"仿写生成文章", "基于参考文链接/原文进行仿写并生成新文章。"},
+	"POST /api/tenant/articles/:id/images":         {"上传文章配图", "Multipart 上传文章正文使用的图片。"},
+	"POST /api/tenant/articles/:id/selection-optimize/stream": {"选区优化（SSE 流式）", "针对用户选中的段落做润色/改写，结果流式返回。"},
+	"GET /api/tenant/articles/:id":                 {"文章详情", "返回文章的完整结构（标题、大纲、正文、版本号等）。"},
+	"PUT /api/tenant/articles/:id":                 {"保存文章", "全量更新文章内容（标题、正文、媒体附件等）。"},
+	"GET /api/tenant/articles/:id/stream":          {"文章生成 SSE 流", "订阅文章正文生成过程的流式输出。"},
+	"GET /api/tenant/articles/:id/versions":        {"文章版本历史", "返回该文章的历史版本列表，可用于回滚。"},
+	"GET /api/tenant/articles/:id/publish-records": {"文章发布记录", "返回该文章在各媒体平台的发布历史。"},
+	"DELETE /api/tenant/articles/:id":              {"删除文章", "软删除文章；可在回收站撤回（需带 undo 参数）。"},
+
+	// --- Tenant：品牌库 ---
+	"GET /api/tenant/brands":                {"品牌列表", "返回当前 Workspace 下的品牌列表。"},
+	"GET /api/tenant/brands/library-summary": {"品牌库概览", "品牌、关键词、问题、竞品的总数与最近变更。"},
+	"POST /api/tenant/brands":                {"新建品牌", "创建一个新品牌。"},
+	"GET /api/tenant/brands/:id":             {"品牌详情", "返回品牌基础信息及统计。"},
+	"PUT /api/tenant/brands/:id":             {"更新品牌", "更新品牌名称、行业、官网等。"},
+	"DELETE /api/tenant/brands/:id":          {"删除品牌", "删除品牌及其下属关键词、问题、竞品。"},
+
+	"GET /api/tenant/brands/:id/keywords":             {"品牌关键词列表", "返回某品牌下的关键词。"},
+	"POST /api/tenant/brands/:id/keywords":            {"新增关键词", "为某品牌添加关键词。"},
+	"PUT /api/tenant/brands/:id/keywords/:kid":        {"更新关键词", "修改关键词文本/分组。"},
+	"DELETE /api/tenant/brands/:id/keywords/:kid":     {"删除关键词", "删除某条关键词。"},
+
+	"GET /api/tenant/brands/:id/questions":            {"品牌问题列表", "返回品牌下的监控问题，可按 keyword_id 过滤。"},
+	"POST /api/tenant/brands/:id/questions":           {"新增监控问题", "为品牌添加一条 GEO 监控问题。"},
+	"PUT /api/tenant/brands/:id/questions/:qid":       {"更新监控问题", "修改问题文本或所属关键词。"},
+	"DELETE /api/tenant/brands/:id/questions/:qid":    {"删除监控问题", "删除某条监控问题。"},
+
+	"GET /api/tenant/brands/:id/competitors":          {"竞品列表", "返回品牌下登记的竞品。"},
+	"POST /api/tenant/brands/:id/competitors":         {"新增竞品", "为品牌添加竞品记录。"},
+	"PUT /api/tenant/brands/:id/competitors/:cid":     {"更新竞品", "修改竞品名称/官网/备注。"},
+	"DELETE /api/tenant/brands/:id/competitors/:cid":  {"删除竞品", "删除某条竞品记录。"},
+
+	// --- Tenant：监控（GEO 仪表盘） ---
+	"GET /api/tenant/monitoring/dashboard/composite":                              {"监控仪表盘综合视图", "组合返回品牌曝光、引用率、问答覆盖等监控指标。"},
+	"GET /api/tenant/monitoring/citation-summary":                                  {"引用情况汇总", "按 AI 平台维度返回品牌的引用频次与变化。"},
+	"GET /api/tenant/monitoring/brands/:brand_id/questions/:question_id/detail":    {"问题级监控详情", "某问题在各 AI 平台的回答样本与引用拆解。"},
+	"POST /api/tenant/monitoring/brands/:brand_id/collect-now":                     {"立即触发采集", "对某品牌立即下发一次监控采集任务，跳过定时计划。"},
+
+	// --- Tenant：知识库 ---
+	"GET /api/tenant/knowledge/groups":           {"知识库分组列表", "返回当前 Workspace 的知识库分组。"},
+	"POST /api/tenant/knowledge/groups":          {"新建知识库分组", "创建新的知识库分组。"},
+	"PUT /api/tenant/knowledge/groups/:gid":      {"更新知识库分组", "重命名/移动分组。"},
+	"DELETE /api/tenant/knowledge/groups/:gid":   {"删除知识库分组", "删除分组及其下条目（按业务规则限制）。"},
+
+	"GET /api/tenant/knowledge/items":            {"知识条目列表", "按分组返回知识库条目，可分页。"},
+	"GET /api/tenant/knowledge/items/:id":        {"知识条目详情", "返回条目的解析后正文、来源、向量化状态。"},
+	"POST /api/tenant/knowledge/items/text":      {"新增文本条目", "粘贴一段文本作为知识条目入库。"},
+	"POST /api/tenant/knowledge/items/url":       {"新增链接条目", "提交 URL，由后台抓取并解析后入库。"},
+	"POST /api/tenant/knowledge/items/file":      {"上传文件条目", "Multipart 上传 PDF/Word/MD 文件作为知识条目。"},
+	"POST /api/tenant/knowledge/items/retry/:id": {"重试解析", "对解析失败的条目重新触发解析与向量化。"},
+	"DELETE /api/tenant/knowledge/items/:id":     {"删除知识条目", "彻底删除某条知识条目。"},
+
+	// --- Tenant：Prompt 规则 ---
+	"GET /api/tenant/prompt-rules":                  {"Prompt 规则列表", "查询 Prompt 规则，支持分组、状态、关键字筛选。"},
+	"GET /api/tenant/prompt-rules/simple":           {"Prompt 规则下拉项", "为下拉框/选择器提供精简结构（id + 名称）。"},
+	"POST /api/tenant/prompt-rules":                 {"新建 Prompt 规则", "创建新的 Prompt 生成规则。"},
+	"GET /api/tenant/prompt-rules/:id":              {"Prompt 规则详情", "返回规则完整配置（变量、模板、约束）。"},
+	"PUT /api/tenant/prompt-rules/:id":              {"更新 Prompt 规则", "修改规则配置。"},
+	"DELETE /api/tenant/prompt-rules/:id":           {"删除 Prompt 规则", "删除规则；若有定时任务在引用则禁止。"},
+	"PUT /api/tenant/prompt-rules/:id/status":       {"切换 Prompt 规则启停", "启用或禁用 Prompt 规则。"},
+	"GET /api/tenant/prompt-rules/groups":           {"Prompt 规则分组列表", "返回 Prompt 规则的分组用于左侧导航。"},
+	"POST /api/tenant/prompt-rules/groups":          {"新建分组", "创建 Prompt 规则分组。"},
+	"PUT /api/tenant/prompt-rules/groups/:gid":      {"更新分组", "重命名分组或调整顺序。"},
+	"DELETE /api/tenant/prompt-rules/groups/:gid":   {"删除分组", "删除空分组。"},
+
+	// --- Tenant：定时任务 ---
+	"GET /api/tenant/schedules":            {"定时任务列表", "查询定时生成任务，支持按 Prompt 规则、状态、时间筛选。"},
+	"POST /api/tenant/schedules":           {"创建定时任务", "为某 Prompt 规则配置 cron 周期任务。"},
+	"GET /api/tenant/schedules/:id":        {"定时任务详情", "返回任务配置与最近一次执行结果。"},
+	"PUT /api/tenant/schedules/:id":        {"更新定时任务", "修改 cron、参数、并发等。"},
+	"DELETE /api/tenant/schedules/:id":     {"删除定时任务", "彻底删除该定时任务。"},
+	"PUT /api/tenant/schedules/:id/status": {"切换定时任务启停", "启动或暂停某个定时任务。"},
+
+	// --- Tenant：即时任务 ---
+	"GET /api/tenant/instant-tasks": {"即时任务列表", "查询用户手动触发的即时生成任务。"},
+
+	// --- Tenant：图片库 ---
+	"GET /api/tenant/images":                       {"图片列表", "分页查询图片，可按分组、关键词筛选。"},
+	"POST /api/tenant/images":                      {"上传图片", "Multipart 上传单张图片到指定分组。"},
+	"PUT /api/tenant/images/:id":                   {"更新图片", "重命名、移动分组或修改 alt。"},
+	"GET /api/tenant/images/:id/references":        {"图片引用情况", "查询图片被哪些文章/草稿引用。"},
+	"DELETE /api/tenant/images/:id":                {"删除图片", "软删除图片，可强制（force=1）跳过引用校验。"},
+	"GET /api/tenant/images/storage-usage":         {"图片存储用量", "返回当前 Workspace 已使用的图片存储与配额。"},
+
+	"GET /api/tenant/images/folders":                  {"图片分组列表", "返回图片分组树。"},
+	"POST /api/tenant/images/folders":                 {"创建图片分组", "新建图片分组。"},
+	"PUT /api/tenant/images/folders/:id":              {"更新图片分组", "重命名或移动分组。"},
+	"GET /api/tenant/images/folders/:id/delete-preview": {"删除分组预览", "返回删除该分组将影响的图片数量。"},
+	"DELETE /api/tenant/images/folders/:id":           {"删除图片分组", "删除空分组。"},
+
+	// --- Swagger 自身 ---
+	"GET /swagger":                {"Swagger 入口", "重定向至 /swagger/index.html。"},
+	"GET /swagger/":               {"Swagger 入口", "重定向至 /swagger/index.html。"},
+	"GET /swagger/index.html":     {"Swagger UI", "提供本服务的 Swagger UI 页面。"},
+	"GET /swagger/openapi.json":   {"OpenAPI 规范", "返回当前服务自动生成的 OpenAPI 3 文档。"},
+}
+
+// docFor returns the documented summary/description for a route, falling back
+// to "<METHOD> <path>" when no entry is registered.
+func docFor(method, path string) routeDoc {
+	if doc, ok := routeDocs[strings.ToUpper(method)+" "+path]; ok {
+		return doc
+	}
+	return routeDoc{Summary: strings.ToUpper(method) + " " + path}
+}
diff --git a/server/internal/shared/swagger/descriptions_parity_test.go b/server/internal/shared/swagger/descriptions_parity_test.go
new file mode 100644
index 0000000..ae899c6
--- /dev/null
+++ b/server/internal/shared/swagger/descriptions_parity_test.go
@@ -0,0 +1,147 @@
+package swagger
+
+import (
+	"os"
+	"path/filepath"
+	"regexp"
+	"runtime"
+	"sort"
+	"strings"
+	"testing"
+)
+
+// TestRouteDocs_CoversEveryRouterEntry parses the tenant-api router source and
+// asserts that every registered route has a corresponding entry in routeDocs.
+// This is a static-analysis safety net: when a new handler is wired up in
+// internal/tenant/transport/router.go, this test fails until a Chinese
+// summary is added.
+func TestRouteDocs_CoversEveryRouterEntry(t *testing.T) {
+	routerPath, bootstrapPath := findRepoSources(t)
+
+	routes := append(parseRoutes(t, routerPath), parseEngineRoutes(t, bootstrapPath)...)
+	if len(routes) == 0 {
+		t.Fatalf("could not extract any routes from %s", routerPath)
+	}
+
+	missing := make([]string, 0)
+	for _, r := range routes {
+		if shouldSkipRoute(r.path) {
+			continue
+		}
+		if _, ok := routeDocs[r.method+" "+r.path]; !ok {
+			missing = append(missing, r.method+" "+r.path)
+		}
+	}
+	sort.Strings(missing)
+	if len(missing) > 0 {
+		t.Fatalf("routeDocs is missing %d route(s):\n  %s", len(missing), strings.Join(missing, "\n  "))
+	}
+
+	registered := map[string]struct{}{}
+	for _, r := range routes {
+		registered[r.method+" "+r.path] = struct{}{}
+	}
+	extras := make([]string, 0)
+	for k := range routeDocs {
+		if strings.HasPrefix(k, "GET /swagger") {
+			continue
+		}
+		if _, ok := registered[k]; !ok {
+			extras = append(extras, k)
+		}
+	}
+	sort.Strings(extras)
+	if len(extras) > 0 {
+		t.Fatalf("routeDocs has %d entry/entries with no matching route (renamed or removed):\n  %s",
+			len(extras), strings.Join(extras, "\n  "))
+	}
+}
+
+type parsedRoute struct {
+	method string
+	path   string
+}
+
+var (
+	groupRe     = regexp.MustCompile(`(\w+)\s*:?=\s*([\w.]+)\.Group\("([^"]*)"\)`)
+	methodVarRe = regexp.MustCompile(`\b(\w+)\.(GET|POST|PUT|PATCH|DELETE)\("([^"]*)"`)
+	methodEngRe = regexp.MustCompile(`\b(?:app\.Engine|engine)\.(GET|POST|PUT|PATCH|DELETE)\("([^"]*)"`)
+)
+
+func parseRoutes(t *testing.T, path string) []parsedRoute {
+	t.Helper()
+	src, err := os.ReadFile(path)
+	if err != nil {
+		t.Fatalf("read %s: %v", path, err)
+	}
+	text := string(src)
+
+	prefixes := map[string][2]string{} // var -> [parent, prefix]
+	for _, line := range strings.Split(text, "\n") {
+		if m := groupRe.FindStringSubmatch(line); m != nil {
+			prefixes[m[1]] = [2]string{m[2], m[3]}
+		}
+	}
+	resolve := func(v string) string {
+		var parts []string
+		for {
+			pp, ok := prefixes[v]
+			if !ok {
+				break
+			}
+			parts = append([]string{pp[1]}, parts...)
+			v = pp[0]
+		}
+		return strings.Join(parts, "")
+	}
+
+	routes := make([]parsedRoute, 0)
+	seen := map[string]struct{}{}
+	add := func(method, fullPath string) {
+		key := method + " " + fullPath
+		if _, ok := seen[key]; ok {
+			return
+		}
+		seen[key] = struct{}{}
+		routes = append(routes, parsedRoute{method: method, path: fullPath})
+	}
+	for _, line := range strings.Split(text, "\n") {
+		for _, m := range methodVarRe.FindAllStringSubmatch(line, -1) {
+			v, meth, p := m[1], m[2], m[3]
+			if _, ok := prefixes[v]; !ok {
+				continue
+			}
+			add(meth, resolve(v)+p)
+		}
+		for _, m := range methodEngRe.FindAllStringSubmatch(line, -1) {
+			add(m[1], m[2])
+		}
+	}
+	return routes
+}
+
+func parseEngineRoutes(t *testing.T, path string) []parsedRoute {
+	t.Helper()
+	src, err := os.ReadFile(path)
+	if err != nil {
+		t.Fatalf("read %s: %v", path, err)
+	}
+	routes := make([]parsedRoute, 0)
+	for _, m := range methodEngRe.FindAllStringSubmatch(string(src), -1) {
+		routes = append(routes, parsedRoute{method: m[1], path: m[2]})
+	}
+	return routes
+}
+
+func findRepoSources(t *testing.T) (router, bootstrap string) {
+	t.Helper()
+	_, file, _, ok := runtime.Caller(0)
+	if !ok {
+		t.Fatalf("runtime.Caller failed")
+	}
+	// .../server/internal/shared/swagger/descriptions_parity_test.go ->
+	// .../server is three levels up from this file's parent dir.
+	serverRoot := filepath.Clean(filepath.Join(filepath.Dir(file), "..", "..", ".."))
+	return filepath.Join(serverRoot, "internal", "tenant", "transport", "router.go"),
+		filepath.Join(serverRoot, "internal", "bootstrap", "bootstrap.go")
+}
diff --git a/server/internal/shared/swagger/swagger.go b/server/internal/shared/swagger/swagger.go
index bf5b499..98acef9 100644
--- a/server/internal/shared/swagger/swagger.go
+++ b/server/internal/shared/swagger/swagger.go
@@ -72,12 +72,16 @@ func BuildOpenAPI(routes gin.RoutesInfo, cfg Config) map[string]any {
 		tagSet[tag] = struct{}{}
 
 		operationID := uniqueOperationID(method+"_"+sanitizeIdentifier(path), operationIDs)
+		doc := docFor(route.Method, route.Path)
 		operation := map[string]any{
 			"tags":        []string{tag},
-			"summary":     route.Method + " " + path,
+			"summary":     doc.Summary,
 			"operationId": operationID,
 			"responses":   responsesForRoute(route),
 		}
+		if doc.Description != "" {
+			operation["description"] = doc.Description
+		}
 
 		if params := parametersForRoute(route); len(params) > 0 {
 			operation["parameters"] = params
diff --git a/server/internal/shared/swagger/swagger_test.go b/server/internal/shared/swagger/swagger_test.go
index bafd587..84c0865 100644
--- a/server/internal/shared/swagger/swagger_test.go
+++ b/server/internal/shared/swagger/swagger_test.go
@@ -31,6 +31,12 @@ func TestBuildOpenAPI_GeneratesUsableSpecFromGinRoutes(t *testing.T) {
 	articlePath := paths["/api/tenant/articles/{id}"].(map[string]any)
 	getArticle := articlePath["get"].(map[string]any)
 	require.Equal(t, []map[string][]string{{"bearerAuth": []string{}}}, getArticle["security"])
+	require.Equal(t, "文章详情", getArticle["summary"])
+	require.NotEmpty(t, getArticle["description"])
+
+	loginPath := paths["/api/auth/login"].(map[string]any)
+	loginPost := loginPath["post"].(map[string]any)
+	require.Equal(t, "账号密码登录", loginPost["summary"])
 
 	params := getArticle["parameters"].([]map[string]any)
 	require.Contains(t, parameterNames(params), "id")
@@ -50,6 +56,18 @@ func TestEnabledForMode_DisablesReleaseOnly(t *testing.T) {
 	require.True(t, EnabledForMode("debug"))
 }
 
+func TestDocFor_FallsBackWhenMissing(t *testing.T) {
+	doc := docFor("GET", "/api/some/unregistered/path")
+	require.Equal(t, "GET /api/some/unregistered/path", doc.Summary)
+	require.Empty(t, doc.Description)
+}
+
+func TestDocFor_KnownRoute(t *testing.T) {
+	doc := docFor("POST", "/api/auth/login")
+	require.Equal(t, "账号密码登录", doc.Summary)
+	require.NotEmpty(t, doc.Description)
+}
+
 func parameterNames(params []map[string]any) []string {
 	names := make([]string, 0, len(params))
 	for _, param := range params {