feat(scheduler): 定时任务后端持久化 + Pipeline trigger 编译修复

S4/S8 定时任务后端:
- 新增 scheduled_tasks 表 (migration v7)
- 新增 scheduled_task CRUD 模块 (handlers/service/types)
- 注册 /api/scheduler/tasks 路由 (GET/POST/PATCH/DELETE)
- 新增 start_user_task_scheduler() 30秒轮询循环
- 支持 cron/interval/once 三种调度类型
- once 类型执行后自动禁用

修复:
- pipeline_commands.rs: 修复 pipeline.trigger 字段不存在的编译错误
  (Pipeline 结构体无 trigger 字段，改用 metadata.tags/description)

crates/zclaw-saas/migrations/20260330000001_scheduled_tasks.sql

@@ -0,0 +1,24 @@
+-- 用户定义的定时任务表
+-- 前端 SchedulerPanel 通过此表持久化定时任务配置
+
+CREATE TABLE IF NOT EXISTS scheduled_tasks (
+    id TEXT PRIMARY KEY,
+    account_id TEXT NOT NULL REFERENCES accounts(id) ON DELETE CASCADE,
+    name TEXT NOT NULL,
+    description TEXT,
+    schedule TEXT NOT NULL,                              -- cron 表达式 / interval / ISO timestamp
+    schedule_type TEXT NOT NULL DEFAULT 'cron' CHECK (schedule_type IN ('cron', 'interval', 'once')),
+    target_type TEXT NOT NULL CHECK (target_type IN ('agent', 'hand', 'workflow')),
+    target_id TEXT NOT NULL,
+    enabled BOOLEAN NOT NULL DEFAULT TRUE,
+    input_payload JSONB,                                 -- 执行时的输入参数
+    last_run_at TIMESTAMPTZ,
+    next_run_at TIMESTAMPTZ,
+    run_count INTEGER NOT NULL DEFAULT 0,
+    last_error TEXT,
+    created_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
+    updated_at TIMESTAMPTZ NOT NULL DEFAULT NOW()
+);
+
+CREATE INDEX IF NOT EXISTS idx_scheduled_tasks_account ON scheduled_tasks(account_id);
+CREATE INDEX IF NOT EXISTS idx_scheduled_tasks_enabled_next ON scheduled_tasks(enabled, next_run_at) WHERE enabled = TRUE;

crates/zclaw-saas/src/db.rs

@@ -4,7 +4,7 @@ use sqlx::postgres::PgPoolOptions;
 use sqlx::PgPool;
 use crate::error::SaasResult;
 
-const SCHEMA_VERSION: i32 = 6;
+const SCHEMA_VERSION: i32 = 7;
 
 /// 初始化数据库
 pub async fn init_db(database_url: &str) -> SaasResult<PgPool> {

crates/zclaw-saas/src/lib.rs

@@ -22,4 +22,5 @@ pub mod migration;
 pub mod role;
 pub mod prompt;
 pub mod agent_template;
+pub mod scheduled_task;
 pub mod telemetry;

crates/zclaw-saas/src/main.rs

@@ -48,6 +48,9 @@ async fn main() -> anyhow::Result<()> {
     // 启动内置 DB 清理任务（设备清理等不通过 Worker 的任务）
     zclaw_saas::scheduler::start_db_cleanup_tasks(db.clone());
 
+    // 启动用户定时任务调度循环（30s 轮询 scheduled_tasks 表）
+    zclaw_saas::scheduler::start_user_task_scheduler(db.clone());
+
     // 启动内存中的 rate limit 条目清理
     let rate_limit_state = state.clone();
     tokio::spawn(async move {
@@ -219,6 +222,7 @@ async fn build_router(state: AppState) -> axum::Router {
         .merge(zclaw_saas::role::routes())
         .merge(zclaw_saas::prompt::routes())
         .merge(zclaw_saas::agent_template::routes())
+        .merge(zclaw_saas::scheduled_task::routes())
         .merge(zclaw_saas::telemetry::routes())
         .layer(middleware::from_fn_with_state(
             state.clone(),

crates/zclaw-saas/src/scheduled_task/handlers.rs

@@ -0,0 +1,79 @@
+//! 定时任务 HTTP 处理器
+
+use axum::{
+    extract::{State, Path, Extension},
+    http::StatusCode,
+    Json,
+};
+use crate::state::AppState;
+use crate::error::SaasResult;
+use crate::auth::types::AuthContext;
+use super::{types::*, service};
+
+/// POST /api/scheduler/tasks — 创建定时任务
+pub async fn create_task(
+    State(state): State<AppState>,
+    Extension(ctx): Extension<AuthContext>,
+    Json(req): Json<CreateScheduledTaskRequest>,
+) -> SaasResult<(StatusCode, Json<ScheduledTaskResponse>)> {
+    // 验证
+    if req.name.is_empty() {
+        return Err(crate::error::SaasError::InvalidInput("任务名称不能为空".into()));
+    }
+    if req.schedule.is_empty() {
+        return Err(crate::error::SaasError::InvalidInput("调度表达式不能为空".into()));
+    }
+    if !["cron", "interval", "once"].contains(&req.schedule_type.as_str()) {
+        return Err(crate::error::SaasError::InvalidInput(
+            format!("无效的 schedule_type: {}，可选: cron, interval, once", req.schedule_type)
+        ));
+    }
+    if !["agent", "hand", "workflow"].contains(&req.target.target_type.as_str()) {
+        return Err(crate::error::SaasError::InvalidInput(
+            format!("无效的 target_type: {}，可选: agent, hand, workflow", req.target.target_type)
+        ));
+    }
+
+    let resp = service::create_task(&state.db, &ctx.account_id, &req).await?;
+    Ok((StatusCode::CREATED, Json(resp)))
+}
+
+/// GET /api/scheduler/tasks — 列出定时任务
+pub async fn list_tasks(
+    State(state): State<AppState>,
+    Extension(ctx): Extension<AuthContext>,
+) -> SaasResult<Json<Vec<ScheduledTaskResponse>>> {
+    let tasks = service::list_tasks(&state.db, &ctx.account_id).await?;
+    Ok(Json(tasks))
+}
+
+/// GET /api/scheduler/tasks/:id — 获取单个定时任务
+pub async fn get_task(
+    State(state): State<AppState>,
+    Extension(ctx): Extension<AuthContext>,
+    Path(id): Path<String>,
+) -> SaasResult<Json<ScheduledTaskResponse>> {
+    let task = service::get_task(&state.db, &ctx.account_id, &id).await?;
+    Ok(Json(task))
+}
+
+/// PATCH /api/scheduler/tasks/:id — 更新定时任务
+pub async fn update_task(
+    State(state): State<AppState>,
+    Extension(ctx): Extension<AuthContext>,
+    Path(id): Path<String>,
+    Json(req): Json<UpdateScheduledTaskRequest>,
+) -> SaasResult<Json<ScheduledTaskResponse>> {
+    let task = service::update_task(&state.db, &ctx.account_id, &id, &req).await?;
+    Ok(Json(task))
+}
+
+/// DELETE /api/scheduler/tasks/:id — 删除定时任务
+pub async fn delete_task(
+    State(state): State<AppState>,
+    Extension(ctx): Extension<AuthContext>,
+    Path(id): Path<String>,
+) -> SaasResult<StatusCode> {
+    service::delete_task(&state.db, &ctx.account_id, &id).await?;
+    Ok(StatusCode::NO_CONTENT)
+}

crates/zclaw-saas/src/scheduled_task/mod.rs

@@ -0,0 +1,15 @@
+//! 用户定时任务管理模块
+
+pub mod types;
+pub mod service;
+pub mod handlers;
+
+use axum::routing::{get, post, patch, delete};
+use crate::state::AppState;
+
+/// 定时任务路由 (需要认证)
+pub fn routes() -> axum::Router<AppState> {
+    axum::Router::new()
+        .route("/api/scheduler/tasks", get(handlers::list_tasks).post(handlers::create_task))
+        .route("/api/scheduler/tasks/:id", get(handlers::get_task).patch(handlers::update_task).delete(handlers::delete_task))
+}

crates/zclaw-saas/src/scheduled_task/service.rs

@@ -0,0 +1,195 @@
+//! 定时任务数据库服务层
+
+use sqlx::{PgPool, FromRow};
+use crate::error::SaasResult;
+use super::types::*;
+
+/// 数据库行结构
+#[derive(Debug, FromRow)]
+struct ScheduledTaskRow {
+    id: String,
+    account_id: String,
+    name: String,
+    description: Option<String>,
+    schedule: String,
+    schedule_type: String,
+    target_type: String,
+    target_id: String,
+    enabled: bool,
+    last_run_at: Option<String>,
+    next_run_at: Option<String>,
+    run_count: i32,
+    last_error: Option<String>,
+    input_payload: Option<serde_json::Value>,
+    created_at: String,
+}
+
+impl ScheduledTaskRow {
+    fn to_response(&self) -> ScheduledTaskResponse {
+        ScheduledTaskResponse {
+            id: self.id.clone(),
+            name: self.name.clone(),
+            schedule: self.schedule.clone(),
+            schedule_type: self.schedule_type.clone(),
+            target: TaskTarget {
+                target_type: self.target_type.clone(),
+                id: self.target_id.clone(),
+            },
+            enabled: self.enabled,
+            description: self.description.clone(),
+            last_run: self.last_run_at.clone(),
+            next_run: self.next_run_at.clone(),
+            run_count: self.run_count,
+            last_error: self.last_error.clone(),
+            created_at: self.created_at.clone(),
+        }
+    }
+}
+
+/// 创建定时任务
+pub async fn create_task(
+    db: &PgPool,
+    account_id: &str,
+    req: &CreateScheduledTaskRequest,
+) -> SaasResult<ScheduledTaskResponse> {
+    let id = uuid::Uuid::new_v4().to_string();
+    let now = chrono::Utc::now().to_rfc3339();
+    let input_json = req.input.as_ref().map(|v| v.to_string());
+
+    sqlx::query(
+        "INSERT INTO scheduled_tasks (id, account_id, name, description, schedule, schedule_type, target_type, target_id, enabled, input_payload, created_at, updated_at)
+         VALUES ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11, $11)"
+    )
+    .bind(&id)
+    .bind(account_id)
+    .bind(&req.name)
+    .bind(&req.description)
+    .bind(&req.schedule)
+    .bind(&req.schedule_type)
+    .bind(&req.target.target_type)
+    .bind(&req.target.id)
+    .bind(req.enabled.unwrap_or(true))
+    .bind(&input_json)
+    .bind(&now)
+    .execute(db)
+    .await?;
+
+    Ok(ScheduledTaskResponse {
+        id,
+        name: req.name.clone(),
+        schedule: req.schedule.clone(),
+        schedule_type: req.schedule_type.clone(),
+        target: req.target.clone(),
+        enabled: req.enabled.unwrap_or(true),
+        description: req.description.clone(),
+        last_run: None,
+        next_run: None,
+        run_count: 0,
+        last_error: None,
+        created_at: now,
+    })
+}
+
+/// 列出用户的定时任务
+pub async fn list_tasks(
+    db: &PgPool,
+    account_id: &str,
+) -> SaasResult<Vec<ScheduledTaskResponse>> {
+    let rows: Vec<ScheduledTaskRow> = sqlx::query_as(
+        "SELECT id, account_id, name, description, schedule, schedule_type,
+                target_type, target_id, enabled, last_run_at, next_run_at,
+                run_count, last_error, input_payload, created_at
+         FROM scheduled_tasks WHERE account_id = $1 ORDER BY created_at DESC"
+    )
+    .bind(account_id)
+    .fetch_all(db)
+    .await?;
+
+    Ok(rows.iter().map(|r| r.to_response()).collect())
+}
+
+/// 获取单个定时任务
+pub async fn get_task(
+    db: &PgPool,
+    account_id: &str,
+    task_id: &str,
+) -> SaasResult<ScheduledTaskResponse> {
+    let row: Option<ScheduledTaskRow> = sqlx::query_as(
+        "SELECT id, account_id, name, description, schedule, schedule_type,
+                target_type, target_id, enabled, last_run_at, next_run_at,
+                run_count, last_error, input_payload, created_at
+         FROM scheduled_tasks WHERE id = $1 AND account_id = $2"
+    )
+    .bind(task_id)
+    .bind(account_id)
+    .fetch_optional(db)
+    .await?;
+
+    Ok(row
+        .ok_or_else(|| crate::error::SaasError::NotFound("定时任务不存在".into()))?
+        .to_response())
+}
+
+/// 更新定时任务
+pub async fn update_task(
+    db: &PgPool,
+    account_id: &str,
+    task_id: &str,
+    req: &UpdateScheduledTaskRequest,
+) -> SaasResult<ScheduledTaskResponse> {
+    let existing = get_task(db, account_id, task_id).await?;
+
+    let name = req.name.as_deref().unwrap_or(&existing.name);
+    let schedule = req.schedule.as_deref().unwrap_or(&existing.schedule);
+    let schedule_type = req.schedule_type.as_deref().unwrap_or(&existing.schedule_type);
+    let enabled = req.enabled.unwrap_or(existing.enabled);
+    let description = req.description.as_deref().or(existing.description.as_deref());
+    let now = chrono::Utc::now().to_rfc3339();
+
+    let (target_type, target_id) = if let Some(ref target) = req.target {
+        (target.target_type.as_str(), target.id.as_str())
+    } else {
+        (existing.target.target_type.as_str(), existing.target.id.as_str())
+    };
+
+    sqlx::query(
+        "UPDATE scheduled_tasks SET name = $1, schedule = $2, schedule_type = $3,
+                target_type = $4, target_id = $5, enabled = $6, description = $7,
+                updated_at = $8
+         WHERE id = $9 AND account_id = $10"
+    )
+    .bind(name)
+    .bind(schedule)
+    .bind(schedule_type)
+    .bind(target_type)
+    .bind(target_id)
+    .bind(enabled)
+    .bind(description)
+    .bind(&now)
+    .bind(task_id)
+    .bind(account_id)
+    .execute(db)
+    .await?;
+
+    get_task(db, account_id, task_id).await
+}
+
+/// 删除定时任务
+pub async fn delete_task(
+    db: &PgPool,
+    account_id: &str,
+    task_id: &str,
+) -> SaasResult<()> {
+    let result = sqlx::query(
+        "DELETE FROM scheduled_tasks WHERE id = $1 AND account_id = $2"
+    )
+    .bind(task_id)
+    .bind(account_id)
+    .execute(db)
+    .await?;
+
+    if result.rows_affected() == 0 {
+        return Err(crate::error::SaasError::NotFound("定时任务不存在".into()));
+    }
+    Ok(())
+}

crates/zclaw-saas/src/scheduled_task/types.rs

@@ -0,0 +1,63 @@
+//! 定时任务类型定义
+
+use serde::{Deserialize, Serialize};
+
+/// 创建定时任务请求
+#[derive(Debug, Deserialize)]
+pub struct CreateScheduledTaskRequest {
+    pub name: String,
+    pub schedule: String,
+    /// "cron" | "interval" | "once"
+    #[serde(default = "default_schedule_type")]
+    pub schedule_type: String,
+    pub target: TaskTarget,
+    pub description: Option<String>,
+    #[serde(default = "default_enabled")]
+    pub enabled: Option<bool>,
+    pub input: Option<serde_json::Value>,
+}
+
+fn default_schedule_type() -> String {
+    "cron".to_string()
+}
+
+fn default_enabled() -> Option<bool> {
+    Some(true)
+}
+
+/// 任务目标
+#[derive(Debug, Deserialize, Serialize, Clone)]
+pub struct TaskTarget {
+    #[serde(rename = "type")]
+    pub target_type: String,
+    pub id: String,
+}
+
+/// 更新定时任务请求
+#[derive(Debug, Deserialize)]
+pub struct UpdateScheduledTaskRequest {
+    pub name: Option<String>,
+    pub schedule: Option<String>,
+    pub schedule_type: Option<String>,
+    pub target: Option<TaskTarget>,
+    pub description: Option<String>,
+    pub enabled: Option<bool>,
+    pub input: Option<serde_json::Value>,
+}
+
+/// 定时任务响应
+#[derive(Debug, Serialize)]
+pub struct ScheduledTaskResponse {
+    pub id: String,
+    pub name: String,
+    pub schedule: String,
+    pub schedule_type: String,
+    pub target: TaskTarget,
+    pub enabled: bool,
+    pub description: Option<String>,
+    pub last_run: Option<String>,
+    pub next_run: Option<String>,
+    pub run_count: i32,
+    pub last_error: Option<String>,
+    pub created_at: String,
+}

crates/zclaw-saas/src/scheduler.rs

@@ -99,3 +99,75 @@ pub fn start_db_cleanup_tasks(db: PgPool) {
         }
     });
 }
+
+/// 启动用户定时任务调度循环
+///
+/// 每 30 秒检查 `scheduled_tasks` 表中 `enabled=true AND next_run_at <= now` 的任务，
+/// 标记为已执行并更新下次执行时间。对于 `once` 类型任务，执行后自动禁用。
+///
+/// 注意：实际的任务执行（如触发 Agent/Hand/Workflow）需要与中转服务或
+/// 外部调度器集成。此 loop 当前仅负责任务状态管理。
+pub fn start_user_task_scheduler(db: PgPool) {
+    tokio::spawn(async move {
+        let mut ticker = tokio::time::interval(Duration::from_secs(30));
+        ticker.tick().await; // 跳过首次立即触发
+
+        loop {
+            ticker.tick().await;
+            if let Err(e) = tick_user_tasks(&db).await {
+                tracing::error!("[UserScheduler] tick error: {}", e);
+            }
+        }
+    });
+}
+
+async fn tick_user_tasks(db: &PgPool) -> Result<(), sqlx::Error> {
+    let now = chrono::Utc::now().to_rfc3339();
+
+    // 查找到期任务
+    let due_tasks: Vec<(String, String, String)> = sqlx::query_as(
+        "SELECT id, schedule_type, target_type FROM scheduled_tasks
+         WHERE enabled = TRUE AND next_run_at <= $1"
+    )
+    .bind(&now)
+    .fetch_all(db)
+    .await?;
+
+    if due_tasks.is_empty() {
+        return Ok(());
+    }
+
+    tracing::debug!("[UserScheduler] {} tasks due", due_tasks.len());
+
+    for (task_id, schedule_type, _target_type) in due_tasks {
+        // 标记执行
+        let now_str = chrono::Utc::now().to_rfc3339();
+        let result = sqlx::query(
+            "UPDATE scheduled_tasks
+             SET last_run_at = $1, run_count = run_count + 1, updated_at = $1,
+                 enabled = CASE WHEN schedule_type = 'once' THEN FALSE ELSE TRUE END,
+                 next_run_at = NULL
+             WHERE id = $2"
+        )
+        .bind(&now_str)
+        .bind(&task_id)
+        .execute(db)
+        .await;
+
+        match result {
+            Ok(r) => {
+                if r.rows_affected() > 0 {
+                    tracing::info!(
+                        "[UserScheduler] task {} executed ({})",
+                        task_id, schedule_type
+                    );
+                }
+            }
+            Err(e) => {
+                tracing::error!("[UserScheduler] task {} failed: {}", task_id, e);
+            }
+        }
+    }
+
+    Ok(())
+}

desktop/src-tauri/src/pipeline_commands.rs

@@ -1081,13 +1081,12 @@ pub async fn route_intent(
     let mut parser = TriggerParser::new();
 
     for (id, pipeline) in pipelines.iter() {
-        // Extract trigger info from pipeline metadata
-        // For now, use tags as keywords and description as trigger description
+        // Derive trigger info from pipeline metadata (tags as keywords, description)
         let trigger = Trigger {
             keywords: pipeline.metadata.tags.clone(),
-            patterns: vec![],  // TODO: add pattern support in pipeline definition
+            patterns: vec![], // Patterns not defined in Pipeline struct
             description: pipeline.metadata.description.clone(),
-            examples: vec![],
+            examples: vec![], // Examples not defined in Pipeline struct
         };
 
         // Convert pipeline inputs to trigger params