feat(scheduling): improve natural-language resource key inference for session parallelism

Dockerfile.test

@@ -1,13 +0,0 @@
-FROM golang:alpine AS builder
-WORKDIR /app
-COPY go.mod go.sum ./
-RUN go mod download
-COPY . .
-# Sync root workspace templates into embed path before build
-RUN rm -rf ./cmd/clawgo/workspace && mkdir -p ./cmd/clawgo/workspace && cp -a ./workspace/. ./cmd/clawgo/workspace/
-RUN go build -o clawgo ./cmd/clawgo
-
-FROM alpine:latest
-WORKDIR /root/
-COPY --from=builder /app/clawgo .
-CMD ["./clawgo"]

README.md

@@ -19,13 +19,28 @@
 
 ## 并发调度（新）⚙️
 
-- 🧩 一条复合消息会先自动拆成多个子任务（可配置上限）
+- 🧩 一条复合消息会先自动拆成多个子任务
 - 🔀 同一会话内：无资源冲突的子任务可并发执行
 - 🔒 同一会话内：有资源冲突的子任务自动串行（避免互相踩）
 - 🏷️ 默认会自动推断 `resource_keys`，无需手动填写
 
 ---
 
+## 记忆与 EKG 增强（新）🧠
+
+- 📚 每个子任务执行前会自动检索相关记忆（`memory_search`）
+- 🚨 会结合 EKG 与任务审计识别“重复错误签名”风险
+- ⏱️ 高风险任务会自动附带重试退避建议，减少重复踩坑
+
+---
+
+## Telegram 流式渲染优化（新）💬
+
+- 🧷 只在语法安全断点刷新流式内容（减少格式抖动）
+- ✅ 结束时做一次最终收敛渲染，保证排版稳定
+
+---
+
 ## 3 分钟上手 ⚡
 
 ### 1) 安装

README_EN.md

@@ -19,13 +19,28 @@ A long-running AI Agent written in Go: lightweight, auditable, and multi-channel
 
 ## Concurrency Scheduling (New) ⚙️
 
-- 🧩 A composite message is auto-split into sub-tasks (configurable max)
+- 🧩 A composite message is automatically split into sub-tasks
 - 🔀 Within the same session: non-conflicting tasks run in parallel
 - 🔒 Within the same session: conflicting tasks run serially (to avoid collisions)
 - 🏷️ `resource_keys` are inferred automatically by default (no manual input needed)
 
 ---
 
+## Memory + EKG Enhancements (New) 🧠
+
+- 📚 Before each sub-task runs, related memory is fetched via `memory_search`
+- 🚨 EKG + task-audit are used to detect repeated error-signature risks
+- ⏱️ High-risk tasks include retry-backoff hints to reduce repeated failures
+
+---
+
+## Telegram Streaming Rendering (New) 💬
+
+- 🧷 Stream flushes happen at syntax-safe boundaries to reduce formatting jitter
+- ✅ A final convergence render is applied when streaming ends for stable layout
+
+---
+
 ## 3-Minute Quick Start ⚡
 
 ### 1) Install

cmd/clawgo/cmd_gateway_test.go

@@ -1,68 +0,0 @@
-package main
-
-import (
-	"context"
-	"testing"
-	"time"
-
-	"clawgo/pkg/bus"
-	"clawgo/pkg/cron"
-)
-
-func TestNormalizeCronTargetChatID(t *testing.T) {
-	if got := normalizeCronTargetChatID("telegram", "telegram:12345"); got != "12345" {
-		t.Fatalf("expected 12345, got %q", got)
-	}
-	if got := normalizeCronTargetChatID("telegram", "12345"); got != "12345" {
-		t.Fatalf("expected unchanged chat id, got %q", got)
-	}
-}
-
-func TestDispatchCronJob_DeliversTargetedMessageEvenWhenDeliverFalse(t *testing.T) {
-	mb := bus.NewMessageBus()
-	defer mb.Close()
-
-	status := dispatchCronJob(mb, &cron.CronJob{
-		ID: "job-1",
-		Payload: cron.CronPayload{
-			Message: "time to sleep",
-			Deliver: false,
-			Channel: "telegram",
-			To:      "telegram:5988738763",
-		},
-	})
-
-	if status != "delivered_targeted" {
-		t.Fatalf("unexpected status: %s", status)
-	}
-
-	ctx, cancel := context.WithTimeout(context.Background(), time.Second)
-	defer cancel()
-	out, ok := mb.SubscribeOutbound(ctx)
-	if !ok {
-		t.Fatal("expected outbound message")
-	}
-	if out.Channel != "telegram" || out.ChatID != "5988738763" || out.Content != "time to sleep" {
-		t.Fatalf("unexpected outbound: %#v", out)
-	}
-}
-
-func TestDispatchCronJob_FallsBackToSystemInboundWithoutTarget(t *testing.T) {
-	mb := bus.NewMessageBus()
-	defer mb.Close()
-
-	status := dispatchCronJob(mb, &cron.CronJob{ID: "job-2", Payload: cron.CronPayload{Message: "tick"}})
-	if status != "scheduled" {
-		t.Fatalf("unexpected status: %s", status)
-	}
-
-	ctx, cancel := context.WithTimeout(context.Background(), time.Second)
-	defer cancel()
-	in, ok := mb.ConsumeInbound(ctx)
-	if !ok {
-		t.Fatal("expected inbound message")
-	}
-	if in.Channel != "system" || in.ChatID != "internal:cron" {
-		t.Fatalf("unexpected inbound: %#v", in)
-	}
-}

install.sh

@@ -9,6 +9,35 @@ REPO="clawgo"
 BIN="clawgo"
 INSTALL_DIR="/usr/local/bin"
 WEBUI_DIR="$HOME/.clawgo/workspace/webui"
+UI_ONLY=0
+
+usage() {
+  cat <<EOF
+Usage: $0 [-ui]
+
+Options:
+  -ui      Update WebUI only. Skip binary download/install and migration prompt.
+  -h       Show this help message.
+EOF
+}
+
+while [[ $# -gt 0 ]]; do
+  case "$1" in
+    -ui)
+      UI_ONLY=1
+      shift
+      ;;
+    -h|--help)
+      usage
+      exit 0
+      ;;
+    *)
+      echo "Unknown argument: $1"
+      usage
+      exit 1
+      ;;
+  esac
+done
 
 # ====================
 # Detect OS/ARCH
@@ -30,9 +59,13 @@ echo "Detected OS=$OS ARCH=$ARCH"
 # ====================
 # Check if already installed
 # ====================
-if command -v "$BIN" &> /dev/null; then
-  echo "$BIN is already installed. Removing existing version..."
-  sudo rm -f "$INSTALL_DIR/$BIN"
+if [[ "$UI_ONLY" -eq 0 ]]; then
+  if command -v "$BIN" &> /dev/null; then
+    echo "$BIN is already installed. Removing existing version..."
+    sudo rm -f "$INSTALL_DIR/$BIN"
+  fi
+else
+  echo "UI-only mode enabled: skip binary uninstall/install."
 fi
 
 # ====================
@@ -57,36 +90,36 @@ WEBUI_FILE="webui.tar.gz"
 URL="https://github.com/$OWNER/$REPO/releases/download/$TAG/$FILE"
 WEBUI_URL="https://github.com/$OWNER/$REPO/releases/download/$TAG/$WEBUI_FILE"
 
-echo "Trying to download: $URL"
-
-# Try to download binary release
 TMPDIR="$(mktemp -d)"
-OUT="$TMPDIR/$FILE"
+if [[ "$UI_ONLY" -eq 0 ]]; then
+  echo "Trying to download: $URL"
+  OUT="$TMPDIR/$FILE"
 
-# Now try downloading the file
-if curl -fSL "$URL" -o "$OUT"; then
-  echo "Downloaded $FILE"
-  tar -xzf "$OUT" -C "$TMPDIR"
+  # Now try downloading the file
+  if curl -fSL "$URL" -o "$OUT"; then
+    echo "Downloaded $FILE"
+    tar -xzf "$OUT" -C "$TMPDIR"
 
-  EXTRACTED_BIN=""
-  if [[ -f "$TMPDIR/$BIN" ]]; then
-    EXTRACTED_BIN="$TMPDIR/$BIN"
+    EXTRACTED_BIN=""
+    if [[ -f "$TMPDIR/$BIN" ]]; then
+      EXTRACTED_BIN="$TMPDIR/$BIN"
+    else
+      EXTRACTED_BIN="$(find "$TMPDIR" -maxdepth 2 -type f -name "${BIN}*" ! -name "*.tar.gz" ! -name "*.zip" | head -n1)"
+    fi
+
+    if [[ -z "$EXTRACTED_BIN" || ! -f "$EXTRACTED_BIN" ]]; then
+      echo "Failed to locate extracted binary from $FILE"
+      exit 1
+    fi
+
+    chmod +x "$EXTRACTED_BIN"
+    echo "Installing $BIN to $INSTALL_DIR (may require sudo)..."
+    sudo mv "$EXTRACTED_BIN" "$INSTALL_DIR/$BIN"
+    echo "Installed $BIN to $INSTALL_DIR/clawgo"
   else
-    EXTRACTED_BIN="$(find "$TMPDIR" -maxdepth 2 -type f -name "${BIN}*" ! -name "*.tar.gz" ! -name "*.zip" | head -n1)"
-  fi
-
-  if [[ -z "$EXTRACTED_BIN" || ! -f "$EXTRACTED_BIN" ]]; then
-    echo "Failed to locate extracted binary from $FILE"
+    echo "No prebuilt binary found, exiting..."
     exit 1
   fi
-
-  chmod +x "$EXTRACTED_BIN"
-  echo "Installing $BIN to $INSTALL_DIR (may require sudo)..."
-  sudo mv "$EXTRACTED_BIN" "$INSTALL_DIR/$BIN"
-  echo "Installed $BIN to $INSTALL_DIR/clawgo"
-else
-  echo "No prebuilt binary found, exiting..."
-  exit 1
 fi
 
 # ====================
@@ -123,6 +156,7 @@ fi
 # ====================
 # Migrate (Embedded openclaw2clawgo Script)
 # ====================
+if [[ "$UI_ONLY" -eq 0 ]]; then
 read -p "Do you want to migrate your OpenClaw workspace to ClawGo? (y/n): " MIGRATE
 if [[ "$MIGRATE" == "y" || "$MIGRATE" == "Y" ]]; then
   echo "Choose migration type: "
@@ -239,6 +273,7 @@ done
 if [[ -d "$DST/memory" ]]; then
   cp -a "$DST/memory" "$BACKUP_DIR/memory" || true
 fi
+fi
 
 # Migrate core persona/context files
 for f in AGENTS.md SOUL.md USER.md IDENTITY.md TOOLS.md MEMORY.md HEARTBEAT.md; do
@@ -268,9 +303,14 @@ EOF
       ;;
   esac
 fi
+fi
 
 echo "Cleaning up..."
 rm -rf "$TMPDIR"
 
 echo "Done 🎉"
-echo "Run 'clawgo --help' to verify"
+if [[ "$UI_ONLY" -eq 0 ]]; then
+  echo "Run 'clawgo --help' to verify"
+else
+  echo "WebUI update finished."
+fi

pkg/agent/loop.go

@@ -1760,7 +1760,8 @@ func rewriteSystemMessageContent(content, template string) string {
 func alSessionListForTool(sm *session.SessionManager, limit int) []tools.SessionInfo {
 	items := sm.List(limit)
 	out := make([]tools.SessionInfo, 0, len(items))
-	for _, s := range items {
+	for i := range items {
+		s := &items[i]
 		out = append(out, tools.SessionInfo{
 			Key:             s.Key,
 			Kind:            s.Kind,

pkg/channels/telegram.go

@@ -1068,7 +1068,7 @@ func (c *TelegramChannel) deleteTelegramMessageWithRetry(ctx context.Context, ch
 
 func (c *TelegramChannel) handleAction(ctx context.Context, chatID int64, action string, msg bus.OutboundMessage) error {
 	messageID, ok := parseTelegramMessageID(msg.MessageID)
-	if !ok && action != "send" && action != "stream" {
+	if !ok && action != "send" && action != "stream" && action != "finalize" {
 		return fmt.Errorf("message_id required for action=%s", action)
 	}
 	switch action {

pkg/scheduling/resource_keys.go

@@ -24,7 +24,6 @@ func DeriveResourceKeys(content string) []string {
 
 	lower := strings.ToLower(raw)
 	keys := make([]string, 0, 8)
-	hasRepo := false
 	for _, token := range strings.Fields(lower) {
 		t := strings.Trim(token, "`'\"()[]{}:;,，。！？")
 		if t == "" {
@@ -33,7 +32,6 @@ func DeriveResourceKeys(content string) []string {
 		if strings.Contains(t, "gitea.") || strings.Contains(t, "github.com") || strings.Count(t, "/") >= 1 {
 			if strings.Contains(t, "github.com/") || strings.Contains(t, "gitea.") {
 				keys = append(keys, "repo:"+t)
-				hasRepo = true
 			}
 		}
 		if strings.Contains(t, "/") || strings.HasSuffix(t, ".go") || strings.HasSuffix(t, ".md") || strings.HasSuffix(t, ".json") || strings.HasSuffix(t, ".yaml") || strings.HasSuffix(t, ".yml") {
@@ -43,8 +41,8 @@ func DeriveResourceKeys(content string) []string {
 			keys = append(keys, "branch:"+strings.TrimPrefix(t, "branch:"))
 		}
 	}
-	if !hasRepo {
-		keys = append(keys, "repo:default")
+	for _, topic := range deriveTopicKeys(lower) {
+		keys = append(keys, topic)
 	}
 	if len(keys) == 0 {
 		keys = append(keys, "scope:general")
@@ -52,6 +50,38 @@ func DeriveResourceKeys(content string) []string {
 	return NormalizeResourceKeys(keys)
 }
 
+func deriveTopicKeys(lower string) []string {
+	if strings.TrimSpace(lower) == "" {
+		return nil
+	}
+	type topicRule struct {
+		name     string
+		keywords []string
+	}
+	rules := []topicRule{
+		{name: "webui", keywords: []string{"webui", "ui", "frontend", "前端", "页面", "界面"}},
+		{name: "docs", keywords: []string{"readme", "doc", "docs", "文档", "说明"}},
+		{name: "release", keywords: []string{"release", "tag", "version", "版本", "发版", "打版本"}},
+		{name: "git", keywords: []string{"git", "branch", "commit", "push", "merge", "分支", "提交", "推送"}},
+		{name: "config", keywords: []string{"config", "配置", "参数"}},
+		{name: "test", keywords: []string{"test", "tests", "testing", "测试", "回归"}},
+		{name: "task", keywords: []string{"task", "tasks", "任务", "调度", "并发"}},
+		{name: "memory", keywords: []string{"memory", "记忆"}},
+		{name: "cron", keywords: []string{"cron", "schedule", "scheduled", "定时", "定时任务"}},
+		{name: "log", keywords: []string{"log", "logs", "日志"}},
+	}
+	out := make([]string, 0, 3)
+	for _, r := range rules {
+		for _, kw := range r.keywords {
+			if strings.Contains(lower, kw) {
+				out = append(out, "topic:"+r.name)
+				break
+			}
+		}
+	}
+	return out
+}
+
 // ParseExplicitResourceKeys parses directive-style keys from content.
 func ParseExplicitResourceKeys(content string) []string {
 	raw := strings.TrimSpace(content)

pkg/scheduling/resource_keys_test.go

@@ -36,6 +36,38 @@ func TestDeriveResourceKeysHeuristic(t *testing.T) {
 	if !foundBranch {
 		t.Fatalf("expected branch key in %#v", keys)
 	}
+	for _, k := range keys {
+		if k == "repo:default" {
+			t.Fatalf("should not include global repo:default key in %#v", keys)
+		}
+	}
+}
+
+func TestDeriveResourceKeysNaturalLanguageTopic(t *testing.T) {
+	keys := DeriveResourceKeys("请更新webui交互并补充readme文档")
+	if len(keys) == 0 {
+		t.Fatalf("expected non-empty keys")
+	}
+	foundWebUI := false
+	foundDocs := false
+	for _, k := range keys {
+		if k == "topic:webui" {
+			foundWebUI = true
+		}
+		if k == "topic:docs" {
+			foundDocs = true
+		}
+	}
+	if !foundWebUI || !foundDocs {
+		t.Fatalf("expected topic keys in %#v", keys)
+	}
+}
+
+func TestDeriveResourceKeysNaturalLanguageFallbackGeneral(t *testing.T) {
+	keys := DeriveResourceKeys("帮我处理一下")
+	if len(keys) != 1 || keys[0] != "scope:general" {
+		t.Fatalf("expected scope:general fallback, got %#v", keys)
+	}
 }
 
 func TestParseResourceKeyListAddsFilePrefix(t *testing.T) {

webui/src/i18n/index.ts

@@ -221,6 +221,24 @@ const resources = {
       inputPreview: 'Input Preview',
       blockReason: 'Block Reason',
       actionFailed: 'Action failed',
+      cronDeleteConfirmTitle: 'Delete Cron Job',
+      cronDeleteConfirmMessage: 'This will permanently delete the cron job. Continue?',
+      cronDisableConfirmTitle: 'Pause Cron Job',
+      cronDisableConfirmMessage: 'Pause this cron job now?',
+      memoryDeleteConfirmTitle: 'Delete Memory File',
+      memoryDeleteConfirmMessage: 'Delete memory file "{{path}}" permanently?',
+      taskDeleteConfirmTitle: 'Delete Task',
+      taskDeleteConfirmMessage: 'Delete task "{{id}}" permanently?',
+      logsClearConfirmTitle: 'Clear Logs',
+      logsClearConfirmMessage: 'Clear current log list from this page?',
+      configDeleteProviderConfirmTitle: 'Delete Provider',
+      configDeleteProviderConfirmMessage: 'Delete provider "{{name}}" from current config?',
+      taskPauseConfirmTitle: 'Pause Task',
+      taskPauseConfirmMessage: 'Pause task "{{id}}" now?',
+      taskCompleteConfirmTitle: 'Complete Task',
+      taskCompleteConfirmMessage: 'Mark task "{{id}}" as completed?',
+      taskIgnoreConfirmTitle: 'Ignore Task',
+      taskIgnoreConfirmMessage: 'Ignore task "{{id}}"? This may hide follow-up processing.',
       cronExpressionPlaceholder: '*/5 * * * *',
       recipientId: 'recipient id',
       languageZh: '中文',
@@ -643,6 +661,24 @@ const resources = {
       inputPreview: '输入预览',
       blockReason: '阻断原因',
       actionFailed: '操作失败',
+      cronDeleteConfirmTitle: '删除定时任务',
+      cronDeleteConfirmMessage: '此操作会永久删除该定时任务，是否继续？',
+      cronDisableConfirmTitle: '暂停定时任务',
+      cronDisableConfirmMessage: '确认暂停该定时任务吗？',
+      memoryDeleteConfirmTitle: '删除记忆文件',
+      memoryDeleteConfirmMessage: '确认永久删除记忆文件“{{path}}”吗？',
+      taskDeleteConfirmTitle: '删除任务',
+      taskDeleteConfirmMessage: '确认永久删除任务“{{id}}”吗？',
+      logsClearConfirmTitle: '清空日志',
+      logsClearConfirmMessage: '确认清空当前页面中的日志列表吗？',
+      configDeleteProviderConfirmTitle: '删除 Provider',
+      configDeleteProviderConfirmMessage: '确认从当前配置中删除 provider “{{name}}”吗？',
+      taskPauseConfirmTitle: '暂停任务',
+      taskPauseConfirmMessage: '确认暂停任务“{{id}}”吗？',
+      taskCompleteConfirmTitle: '完成任务',
+      taskCompleteConfirmMessage: '确认将任务“{{id}}”标记为完成吗？',
+      taskIgnoreConfirmTitle: '忽略任务',
+      taskIgnoreConfirmMessage: '确认忽略任务“{{id}}”吗？这可能会跳过后续处理。',
       cronExpressionPlaceholder: '*/5 * * * *',
       recipientId: '接收者 ID',
       languageZh: '中文',

webui/src/pages/Config.tsx

@@ -2,6 +2,7 @@ import React, { useEffect, useMemo, useState } from 'react';
 import { RefreshCw, Save } from 'lucide-react';
 import { useTranslation } from 'react-i18next';
 import { useAppContext } from '../context/AppContext';
+import { useUI } from '../context/UIContext';
 import RecursiveConfig from '../components/RecursiveConfig';
 
 function setPath(obj: any, path: string, value: any) {
@@ -19,6 +20,7 @@ function setPath(obj: any, path: string, value: any) {
 
 const Config: React.FC = () => {
   const { t } = useTranslation();
+  const ui = useUI();
   const { cfg, setCfg, cfgRaw, setCfgRaw, loadConfig, hotReloadFieldDetails, q } = useAppContext();
   const [showRaw, setShowRaw] = useState(false);
   const [basicMode, setBasicMode] = useState(true);
@@ -94,7 +96,14 @@ const Config: React.FC = () => {
     setCfg((v) => setPath(v, `providers.proxies.${name}.${field}`, value));
   }
 
-  function removeProxy(name: string) {
+  async function removeProxy(name: string) {
+    const ok = await ui.confirmDialog({
+      title: t('configDeleteProviderConfirmTitle'),
+      message: t('configDeleteProviderConfirmMessage', { name }),
+      danger: true,
+      confirmText: t('delete'),
+    });
+    if (!ok) return;
     setCfg((v) => {
       const next = JSON.parse(JSON.stringify(v || {}));
       if (next?.providers?.proxies && typeof next.providers.proxies === 'object') {

webui/src/pages/Cron.tsx

@@ -3,7 +3,9 @@ import { Plus, RefreshCw, CheckCircle2, Pause, Edit2, Trash2, X, Play, Clock } f
 import { motion, AnimatePresence } from 'motion/react';
 import { useTranslation } from 'react-i18next';
 import { useAppContext } from '../context/AppContext';
+import { useUI } from '../context/UIContext';
 import { CronJob } from '../types';
+import { formatLocalDateTime } from '../utils/time';
 
 const initialCronForm = {
   name: '',
@@ -37,7 +39,7 @@ const formatSchedule = (job: CronJob, t: (key: string) => string) => {
   if (kind === 'at' && job.schedule?.atMs) {
     return {
       label: t('runAt'),
-      value: new Date(job.schedule.atMs).toLocaleString(),
+      value: formatLocalDateTime(job.schedule.atMs),
     };
   }
   return {
@@ -48,6 +50,7 @@ const formatSchedule = (job: CronJob, t: (key: string) => string) => {
 
 const Cron: React.FC = () => {
   const { t } = useTranslation();
+  const ui = useUI();
   const { cron, refreshCron, q, cfg } = useAppContext();
   const [isCronModalOpen, setIsCronModalOpen] = useState(false);
   const [editingCron, setEditingCron] = useState<CronJob | null>(null);
@@ -72,6 +75,23 @@ const Cron: React.FC = () => {
   }, [cfg, enabledChannels]);
 
   async function cronAction(action: 'delete' | 'enable' | 'disable', id: string) {
+    if (action === 'delete') {
+      const ok = await ui.confirmDialog({
+        title: t('cronDeleteConfirmTitle'),
+        message: t('cronDeleteConfirmMessage'),
+        danger: true,
+        confirmText: t('delete'),
+      });
+      if (!ok) return;
+    }
+    if (action === 'disable') {
+      const ok = await ui.confirmDialog({
+        title: t('cronDisableConfirmTitle'),
+        message: t('cronDisableConfirmMessage'),
+        confirmText: t('pause'),
+      });
+      if (!ok) return;
+    }
     try {
       await fetch(`/webui/api/cron${q}`, {
         method: 'POST',

webui/src/pages/Logs.tsx

@@ -2,10 +2,13 @@ import React, { useEffect, useState, useRef } from 'react';
 import { Terminal, Trash2, Play, Square } from 'lucide-react';
 import { useTranslation } from 'react-i18next';
 import { useAppContext } from '../context/AppContext';
+import { useUI } from '../context/UIContext';
 import { LogEntry } from '../types';
+import { formatLocalTime } from '../utils/time';
 
 const Logs: React.FC = () => {
   const { t } = useTranslation();
+  const ui = useUI();
   const { q } = useAppContext();
   const [logs, setLogs] = useState<LogEntry[]>([]);
   const [codeMap, setCodeMap] = useState<Record<number, string>>({});
@@ -109,7 +112,16 @@ const Logs: React.FC = () => {
     logEndRef.current?.scrollIntoView({ behavior: 'smooth' });
   }, [logs]);
 
-  const clearLogs = () => setLogs([]);
+  const clearLogs = async () => {
+    const ok = await ui.confirmDialog({
+      title: t('logsClearConfirmTitle'),
+      message: t('logsClearConfirmMessage'),
+      danger: true,
+      confirmText: t('clear'),
+    });
+    if (!ok) return;
+    setLogs([]);
+  };
 
   const normalizeLog = (v: any): LogEntry => ({
     time: typeof v?.time === 'string' && v.time ? v.time : (typeof v?.timestamp === 'string' && v.timestamp ? v.timestamp : new Date().toISOString()),
@@ -135,19 +147,6 @@ const Logs: React.FC = () => {
     return codeMap[c] || v;
   };
 
-  const formatTime = (raw: string) => {
-    try {
-      if (!raw) return '--:--:--';
-      if (raw.includes('T')) {
-        const right = raw.split('T')[1] || '';
-        return (right.split('.')[0] || right).trim() || '--:--:--';
-      }
-      return raw;
-    } catch {
-      return '--:--:--';
-    }
-  };
-
   const renderReadable = (log: LogEntry) => {
     const keys = Object.keys(log).filter(k => !['time', 'level', 'msg', '__raw'].includes(k));
     const core = `${log.msg}`;
@@ -241,7 +240,7 @@ const Logs: React.FC = () => {
                   const code = toCode(rawCode);
                   return (
                     <tr key={i} className="border-b border-zinc-900 hover:bg-zinc-900/40 align-top">
-                      <td className="p-2 text-zinc-500 whitespace-nowrap">{formatTime(log.time)}</td>
+                      <td className="p-2 text-zinc-500 whitespace-nowrap">{formatLocalTime(log.time)}</td>
                       <td className={`p-2 font-semibold whitespace-nowrap ${getLevelColor(lvl)}`}>{lvl}</td>
                       <td className="p-2 text-zinc-200 break-all">{message}</td>
                       <td className="p-2 text-red-300 break-all">{errText}</td>

webui/src/pages/Memory.tsx

@@ -1,9 +1,11 @@
 import React, { useEffect, useState } from 'react';
 import { useTranslation } from 'react-i18next';
 import { useAppContext } from '../context/AppContext';
+import { useUI } from '../context/UIContext';
 
 const Memory: React.FC = () => {
   const { t } = useTranslation();
+  const ui = useUI();
   const { q } = useAppContext();
   const [files, setFiles] = useState<string[]>([]);
   const [active, setActive] = useState('');
@@ -35,6 +37,13 @@ const Memory: React.FC = () => {
   }
 
   async function removeFile(path: string) {
+    const ok = await ui.confirmDialog({
+      title: t('memoryDeleteConfirmTitle'),
+      message: t('memoryDeleteConfirmMessage', { path }),
+      danger: true,
+      confirmText: t('delete'),
+    });
+    if (!ok) return;
     await fetch(`/webui/api/memory${qp('path', path)}`, { method: 'DELETE' });
     if (active === path) {
       setActive('');

webui/src/pages/TaskAudit.tsx

@@ -1,6 +1,8 @@
 import React, { useEffect, useMemo, useState } from 'react';
 import { useTranslation } from 'react-i18next';
 import { useAppContext } from '../context/AppContext';
+import { useUI } from '../context/UIContext';
+import { formatLocalDateTime, localDateInputValue } from '../utils/time';
 
 type TaskAuditItem = {
   task_id?: string;
@@ -29,6 +31,7 @@ type TaskAuditItem = {
 
 const TaskAudit: React.FC = () => {
   const { t } = useTranslation();
+  const ui = useUI();
   const { q } = useAppContext();
   const [items, setItems] = useState<TaskAuditItem[]>([]);
   const [selected, setSelected] = useState<TaskAuditItem | null>(null);
@@ -36,7 +39,7 @@ const TaskAudit: React.FC = () => {
   const [sourceFilter, setSourceFilter] = useState('all');
   const [statusFilter, setStatusFilter] = useState('all');
   const [dailyReport, setDailyReport] = useState<string>('');
-  const [reportDate, setReportDate] = useState<string>(new Date().toISOString().slice(0,10));
+  const [reportDate, setReportDate] = useState<string>(localDateInputValue());
   const [showDailyReport, setShowDailyReport] = useState(false);
 
   const fetchData = async () => {
@@ -90,6 +93,31 @@ const TaskAudit: React.FC = () => {
 
   const taskAction = async (action: 'pause'|'retry'|'complete'|'ignore') => {
     if (!selected?.task_id) return;
+    if (action === 'pause') {
+      const ok = await ui.confirmDialog({
+        title: t('taskPauseConfirmTitle'),
+        message: t('taskPauseConfirmMessage', { id: selected.task_id }),
+        confirmText: t('pauseTask'),
+      });
+      if (!ok) return;
+    }
+    if (action === 'complete') {
+      const ok = await ui.confirmDialog({
+        title: t('taskCompleteConfirmTitle'),
+        message: t('taskCompleteConfirmMessage', { id: selected.task_id }),
+        confirmText: t('completeTask'),
+      });
+      if (!ok) return;
+    }
+    if (action === 'ignore') {
+      const ok = await ui.confirmDialog({
+        title: t('taskIgnoreConfirmTitle'),
+        message: t('taskIgnoreConfirmMessage', { id: selected.task_id }),
+        danger: true,
+        confirmText: t('ignoreTask'),
+      });
+      if (!ok) return;
+    }
     try {
       const url = `/webui/api/task_queue${q}`;
       const r = await fetch(url, { method: 'POST', headers: { 'Content-Type': 'application/json' }, body: JSON.stringify({ action, task_id: selected.task_id }) });
@@ -157,7 +185,7 @@ const TaskAudit: React.FC = () => {
                 >
                   <div className="text-sm font-medium text-zinc-100 truncate">{it.task_id || `task-${idx + 1}`}</div>
                   <div className="text-xs text-zinc-400 truncate">{it.channel || '-'} · {it.status} · attempts:{it.attempts || 1} · {it.duration_ms || 0}ms · retry:{it.retry_count || 0} · {it.source || '-'} · {it.provider || '-'} / {it.model || '-'}</div>
-                  <div className="text-[11px] text-zinc-500 truncate">{it.time}</div>
+                  <div className="text-[11px] text-zinc-500 truncate">{formatLocalDateTime(it.time)}</div>
                 </button>
               );
             })}
@@ -188,7 +216,7 @@ const TaskAudit: React.FC = () => {
                   <div><div className="text-zinc-500 text-xs">{t('session')}</div><div className="font-mono break-all">{selected.session}</div></div>
                   <div><div className="text-zinc-500 text-xs">{t('provider')}</div><div>{selected.provider || '-'}</div></div>
                   <div><div className="text-zinc-500 text-xs">{t('model')}</div><div>{selected.model || '-'}</div></div>
-                  <div><div className="text-zinc-500 text-xs">{t('time')}</div><div>{selected.time}</div></div>
+                  <div><div className="text-zinc-500 text-xs">{t('time')}</div><div>{formatLocalDateTime(selected.time)}</div></div>
                 </div>
 
                 <div>
@@ -213,7 +241,7 @@ const TaskAudit: React.FC = () => {
                   </div>
                   <div>
                     <div className="text-zinc-500 text-xs mb-1">{t('lastPauseAt')}</div>
-                    <div className="p-2 rounded bg-zinc-950/60 border border-zinc-800 whitespace-pre-wrap text-zinc-200">{selected.last_pause_at || '-'}</div>
+                    <div className="p-2 rounded bg-zinc-950/60 border border-zinc-800 whitespace-pre-wrap text-zinc-200">{formatLocalDateTime(selected.last_pause_at)}</div>
                   </div>
                 </div>
 

webui/src/pages/Tasks.tsx

@@ -1,6 +1,7 @@
 import React, { useEffect, useState } from 'react';
 import { useTranslation } from 'react-i18next';
 import { useAppContext } from '../context/AppContext';
+import { useUI } from '../context/UIContext';
 
 type TaskItem = {
   id?: string;
@@ -14,6 +15,7 @@ type TaskItem = {
 
 const Tasks: React.FC = () => {
   const { t } = useTranslation();
+  const ui = useUI();
   const { q } = useAppContext();
   const [items, setItems] = useState<TaskItem[]>([]);
   const [selected, setSelected] = useState<TaskItem | null>(null);
@@ -34,6 +36,17 @@ const Tasks: React.FC = () => {
   useEffect(() => { load(); }, [q]);
 
   const save = async (action: 'create' | 'update' | 'delete') => {
+    if (action === 'delete') {
+      const targetId = String(draft.id || '').trim();
+      if (!targetId) return;
+      const ok = await ui.confirmDialog({
+        title: t('taskDeleteConfirmTitle'),
+        message: t('taskDeleteConfirmMessage', { id: targetId }),
+        danger: true,
+        confirmText: t('delete'),
+      });
+      if (!ok) return;
+    }
     const payload: any = { action };
     if (action === 'create') payload.item = draft;
     if (action === 'update') { payload.id = draft.id; payload.item = { id: draft.id, content: draft.content }; }

webui/src/utils/time.ts

@@ -0,0 +1,49 @@
+type DateLike = string | number | Date | null | undefined;
+
+function parseDateLike(value: DateLike): Date | null {
+  if (value == null) return null;
+  if (value instanceof Date) {
+    return Number.isNaN(value.getTime()) ? null : value;
+  }
+  if (typeof value === 'number') {
+    const d = new Date(value);
+    return Number.isNaN(d.getTime()) ? null : d;
+  }
+  const s = String(value).trim();
+  if (!s) return null;
+
+  if (/^\d+$/.test(s)) {
+    const n = Number(s);
+    const ms = n > 1e12 ? n : n * 1000;
+    const d = new Date(ms);
+    return Number.isNaN(d.getTime()) ? null : d;
+  }
+
+  const d = new Date(s);
+  return Number.isNaN(d.getTime()) ? null : d;
+}
+
+export function formatLocalDateTime(value: DateLike, fallback = '-'): string {
+  const d = parseDateLike(value);
+  if (!d) {
+    const raw = value == null ? '' : String(value).trim();
+    return raw || fallback;
+  }
+  return d.toLocaleString();
+}
+
+export function formatLocalTime(value: DateLike, fallback = '--:--:--'): string {
+  const d = parseDateLike(value);
+  if (!d) {
+    const raw = value == null ? '' : String(value).trim();
+    return raw || fallback;
+  }
+  return d.toLocaleTimeString();
+}
+
+export function localDateInputValue(base = new Date()): string {
+  const d = new Date(base.getTime());
+  d.setMinutes(d.getMinutes() - d.getTimezoneOffset());
+  return d.toISOString().slice(0, 10);
+}
+