Version: 0.9.45.dev.260427
后端： 1. execute 主链路重构为“上下文工具域 + 主动优化候选闭环”——移除 order_guard，粗排后默认进入主动微调，先诊断再从后端候选中选择 move/swap，避免 LLM 自由全局乱搜 2. 工具体系升级为动态注入协议——新增 context_tools_add / remove、工具域与二级包映射、主动优化白名单；schedule / taskclass / web 工具按域按包暴露，msg0 规则包与 execute 上下文同步重写 3. analyze_health 升级为主动优化唯一裁判入口——补齐 rhythm / tightness / profile / feasibility 指标、候选扫描与复诊打分、停滞信号、forced imperfection 判定，并把连续优化状态写回运行态 4. 任务类能力并入新 Agent 执行链——新增 upsert_task_class 写工具与启动注入事务写入；任务类模型补充学科画像与整天屏蔽配置，粗排支持 excluded_days_of_week，steady 策略改为基于目标位置/单日负载/分散度/缓冲的候选打分 5. 运行态与路由补齐优化模式语义——新增 active tool domain/packs、pending context hook、active optimize only、taskclass 写入回盘快照；区分 first_full / global_reopt / local_adjust，并完善首次粗排后默认 refine 的判定 前端： 6. 助手时间线渲染细化——推理内容改为独立 reasoning block，支持与工具/状态/正文按时序交错展示，自动收口折叠，修正 confirm reject 恢复动作 仓库： 7. newAgent 文档整体迁入 docs/backend，补充主动优化执行规划与顺序约束拆解文档，删除旧调试日志文件 PS:这次科研了2天，总算是有些进展了——LLM永远只适合做选择题、判断题，不适合做开放创新题。
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Losita
@@ -13,16 +13,20 @@ type TaskClass struct {
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ID int `gorm:"column:id;primaryKey;autoIncrement"`
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UserID *int `gorm:"column:user_id;index:idx_task_classes_user_id"`
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//section 2
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Name *string `gorm:"column:name;size:255"`
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Mode *string `gorm:"column:mode;type:enum('auto','manual')"`
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StartDate *time.Time `gorm:"column:start_date"`
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EndDate *time.Time `gorm:"column:end_date"`
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Name *string `gorm:"column:name;size:255"`
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Mode *string `gorm:"column:mode;type:enum('auto','manual')"`
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StartDate *time.Time `gorm:"column:start_date"`
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EndDate *time.Time `gorm:"column:end_date"`
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SubjectType *string `gorm:"column:subject_type;size:32;comment:学科类型 quantitative|memory|reading|mixed"`
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DifficultyLevel *string `gorm:"column:difficulty_level;size:16;comment:难度等级 low|medium|high"`
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CognitiveIntensity *string `gorm:"column:cognitive_intensity;size:16;comment:认知强度 low|medium|high"`
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//section 3
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TotalSlots *int `gorm:"column:total_slots;comment:分配的总节数"`
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AllowFillerCourse *bool `gorm:"column:allow_filler_course;default:true"`
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Strategy *string `gorm:"column:strategy;type:enum('steady','rapid')"`
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ExcludedSlots IntSlice `gorm:"column:excluded_slots;type:json;comment:不想要的时段切片"`
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Items []TaskClassItem `gorm:"foreignKey:CategoryID;references:ID"` // 一对多关联：一个 TaskClass 有多个 TaskClassItem
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TotalSlots *int `gorm:"column:total_slots;comment:分配的总节数"`
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AllowFillerCourse *bool `gorm:"column:allow_filler_course;default:true"`
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Strategy *string `gorm:"column:strategy;type:enum('steady','rapid')"`
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ExcludedSlots IntSlice `gorm:"column:excluded_slots;type:json;comment:不想要的时段切片"`
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ExcludedDaysOfWeek IntSlice `gorm:"column:excluded_days_of_week;type:json;comment:不想要的星期几切片(1-7)"`
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Items []TaskClassItem `gorm:"foreignKey:CategoryID;references:ID"` // 一对多关联：一个 TaskClass 有多个 TaskClassItem
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}
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// IntSlice 用于把 []int 以 JSON 形式存入/读出数据库 json 字段
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@@ -74,20 +78,24 @@ type TaskClassItem struct {
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// UserAddTaskClassRequest 用于处理用户添加任务类别的请求
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type UserAddTaskClassRequest struct {
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Name string `json:"name" binding:"required"`
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StartDate string `json:"start_date" binding:"required"` // YYYY-MM-DD
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EndDate string `json:"end_date" binding:"required"` // YYYY-MM-DD
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Mode string `json:"mode" binding:"required,oneof=auto manual"`
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Config UserAddTaskClassConfig `json:"config" binding:"required"`
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Items []UserAddTaskClassItemRequest `json:"items" binding:"required"`
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Name string `json:"name" binding:"required"`
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StartDate string `json:"start_date" binding:"required"` // YYYY-MM-DD
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EndDate string `json:"end_date" binding:"required"` // YYYY-MM-DD
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Mode string `json:"mode" binding:"required,oneof=auto manual"`
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SubjectType string `json:"subject_type,omitempty"`
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DifficultyLevel string `json:"difficulty_level,omitempty"`
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CognitiveIntensity string `json:"cognitive_intensity,omitempty"`
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Config UserAddTaskClassConfig `json:"config" binding:"required"`
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Items []UserAddTaskClassItemRequest `json:"items" binding:"required"`
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}
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// UserAddTaskClassConfig 用于处理用户添加任务类别时的配置部分
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type UserAddTaskClassConfig struct {
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TotalSlots int `json:"total_slots" binding:"required,min=1"`
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AllowFillerCourse bool `json:"allow_filler_course"`
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Strategy string `json:"strategy" binding:"required,oneof=steady rapid"`
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ExcludedSlots []int `json:"excluded_slots"`
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TotalSlots int `json:"total_slots" binding:"required,min=1"`
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AllowFillerCourse bool `json:"allow_filler_course"`
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Strategy string `json:"strategy" binding:"required,oneof=steady rapid"`
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ExcludedSlots []int `json:"excluded_slots"`
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ExcludedDaysOfWeek []int `json:"excluded_days_of_week"`
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}
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// UserAddTaskClassItemRequest 用于处理用户添加任务类别时的任务块部分
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@@ -113,13 +121,16 @@ type UserGetTaskClassesResponse struct {
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// TaskClassSummary 提供任务类别的简要信息
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type TaskClassSummary struct {
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ID int `json:"id"`
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Name string `json:"name"`
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Mode string `json:"mode"`
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Strategy string `json:"strategy"`
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StartDate time.Time `json:"start_date"`
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EndDate time.Time `json:"end_date"`
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TotalSlots int `json:"total_slots"`
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ID int `json:"id"`
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Name string `json:"name"`
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Mode string `json:"mode"`
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Strategy string `json:"strategy"`
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StartDate time.Time `json:"start_date"`
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EndDate time.Time `json:"end_date"`
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TotalSlots int `json:"total_slots"`
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SubjectType string `json:"subject_type,omitempty"`
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DifficultyLevel string `json:"difficulty_level,omitempty"`
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CognitiveIntensity string `json:"cognitive_intensity,omitempty"`
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}
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type UserInsertTaskClassItemToScheduleRequest struct {
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