diff --git a/cmd/waiter/builtin.go b/cmd/waiter/builtin.go
index dad4f7e..a11c035 100644
--- a/cmd/waiter/builtin.go
+++ b/cmd/waiter/builtin.go
@@ -36,8 +36,16 @@ Server commands (local 与 remote 行为一致):
   /plugin enable <name>    enable plugin
   /plugin info <name>      plugin details
   /memory query <text>     query graph memory
-  /knowledge               list knowledge base
+  /memory graph            dump full graph memory snapshot
+  /memory text [n]         recent text-memory events + stats
+  /knowledge               list knowledge base (+stats)
   /knowledge delete <name> delete knowledge item
+  /config                  dump kernel config (JSON)
+  /tracker                 change-tracking stats
+  /tracker rollback        roll back this session's file changes
+  /adapters                list loaded Lua adapters
+  /adapters remove <name>  remove a Lua adapter
+  /network                 network status + LLM endpoints
   /agents                  list agents
   /chat <text>             send to agent
 
@@ -238,11 +246,23 @@ Any other text is sent to the agent directly.`)
 		}
 		return true
 
-	case strings.HasPrefix(cmd, "/memory query "):
-		q := strings.TrimSpace(cmd[14:])
+	case strings.HasPrefix(cmd, "/memory "):
+		sub := strings.TrimSpace(cmd[8:])
 		if rc := state.RemoteConn(); rc != nil {
-			d, _ := rc.DoAPI("GET", "/api/v1/memory?query="+q, "")
-			printJSON(out, d)
+			switch {
+			case strings.HasPrefix(sub, "query "):
+				q := strings.TrimSpace(strings.TrimPrefix(sub, "query "))
+				d, _ := rc.DoAPI("GET", "/api/v1/memory?query="+q, "")
+				printJSON(out, d)
+			case sub == "graph":
+				d, _ := rc.DoAPI("GET", "/api/v1/memory/graph", "")
+				printJSON(out, d)
+			case sub == "text" || strings.HasPrefix(sub, "text "):
+				d, _ := rc.DoAPI("GET", "/api/v1/memory/text", "")
+				printJSON(out, d)
+			default:
+				fmt.Fprintln(out, "usage: /memory query <text> | /memory graph | /memory text [n]")
+			}
 		} else {
 			state.Send(cmd)
 		}
@@ -258,12 +278,63 @@ Any other text is sent to the agent directly.`)
 		}
 		return true
 
-	case cmd == "/knowledge":
+	case cmd == "/knowledge" || cmd == "/knowledge list" || cmd == "/knowledge stats":
 		if rc := state.RemoteConn(); rc != nil {
 			d, _ := rc.DoAPI("GET", "/api/v1/knowledge", "")
 			printJSON(out, d)
 		} else {
-			state.Send("/knowledge")
+			state.Send(cmd)
+		}
+		return true
+
+	case cmd == "/config":
+		if rc := state.RemoteConn(); rc != nil {
+			d, _ := rc.DoAPI("GET", "/api/v1/config", "")
+			printJSON(out, d)
+		} else {
+			state.Send("/config")
+		}
+		return true
+
+	case cmd == "/tracker":
+		if rc := state.RemoteConn(); rc != nil {
+			d, _ := rc.DoAPI("GET", "/api/v1/tracker", "")
+			printJSON(out, d)
+		} else {
+			state.Send("/tracker")
+		}
+		return true
+
+	case cmd == "/tracker rollback":
+		if rc := state.RemoteConn(); rc != nil {
+			d, _ := rc.DoAPI("POST", "/api/v1/tracker/rollback", "")
+			printJSON(out, d)
+		} else {
+			state.Send("/tracker rollback")
+		}
+		return true
+
+	case cmd == "/adapters" || strings.HasPrefix(cmd, "/adapters remove "):
+		if rc := state.RemoteConn(); rc != nil {
+			if strings.HasPrefix(cmd, "/adapters remove ") {
+				name := strings.TrimSpace(cmd[17:])
+				d, _ := rc.DoAPI("DELETE", "/api/v1/adapters/"+name, "")
+				printJSON(out, d)
+			} else {
+				d, _ := rc.DoAPI("GET", "/api/v1/adapters", "")
+				printJSON(out, d)
+			}
+		} else {
+			state.Send(cmd)
+		}
+		return true
+
+	case cmd == "/network":
+		if rc := state.RemoteConn(); rc != nil {
+			d, _ := rc.DoAPI("GET", "/api/v1/network", "")
+			printJSON(out, d)
+		} else {
+			state.Send("/network")
 		}
 		return true
 
diff --git a/internal/plugins/cli/plugin.go b/internal/plugins/cli/plugin.go
index 71a108c..f2aebab 100644
--- a/internal/plugins/cli/plugin.go
+++ b/internal/plugins/cli/plugin.go
@@ -9,6 +9,7 @@ import (
 	"os"
 	"path/filepath"
 	"sort"
+	"strconv"
 	"strings"
 	"sync"
 
@@ -301,9 +302,17 @@ func (p *Plugin) handleBuiltin(conn net.Conn, line string, s *sdk.PluginSDK) boo
 	case "/memory":
 		p.cmdMemory(conn, parts, s)
 	case "/knowledge":
-		p.cmdKnowledge(conn, s)
+		p.cmdKnowledge(conn, parts, s)
 	case "/agents":
 		p.cmdAgents(conn, s)
+	case "/config":
+		p.cmdConfig(conn, s)
+	case "/tracker":
+		p.cmdTracker(conn, parts, s)
+	case "/adapters":
+		p.cmdAdapters(conn, parts, s)
+	case "/network":
+		p.cmdNetwork(conn, s)
 	default:
 		return false
 	}
@@ -327,9 +336,20 @@ func (p *Plugin) cmdHelp(conn net.Conn) {
   /plugin disable <name>       禁用插件
   /plugin enable <name>        启用插件
   /plugin info <name>          查看插件详情
+  /plugin reload               重载插件
   /memory query <关键词>        查询图记忆
+  /memory graph                导出整张图记忆快照
+  /memory text [n]             最近 n 条文本记忆事件 + 统计
   /knowledge                   列出知识库
-  /agents                      列出 Agent
+  /knowledge delete <name>     删除一条知识
+  /knowledge stats             知识库统计
+  /config [prefix]             导出内核配置（可按前缀筛选）
+  /tracker                     变更追踪统计
+  /tracker rollback            回滚本次会话的文件变更
+  /adapters                    列出已加载的 Lua 适配器
+  /adapters remove <name>      卸载适配器
+  /network                     网络状态与 LLM 端点
+  /agents                      当前 Agent 信息
 
 其他文本直接发送给 Agent 处理。`,
 	})
@@ -621,50 +641,186 @@ func (p *Plugin) cmdPlugin(conn net.Conn, parts []string, s *sdk.PluginSDK) {
 
 // ======== /memory ========
 
-func (p *Plugin) cmdMemory(conn net.Conn, parts []string, s *sdk.PluginSDK) {
-	if len(parts) < 3 || parts[1] != "query" {
-		writeLine(conn, map[string]interface{}{"type": "response", "content": "用法: /memory query <关键词>"})
-		return
-	}
-	q := strings.Join(parts[2:], " ")
-
-	mem := s.Memory()
-	if mem == nil {
-		writeLine(conn, map[string]interface{}{"type": "error", "error": "memory not available"})
-		return
-	}
-	entities, relations, err := mem.Recall([]string{q}, 2)
+// writeJSONContent 把一个结构以缩进 JSON 写入 response 帧。
+// CLI 与 WebUI 对齐的口径：结构化数据一律 JSON（带缩进便于人读），
+// 不再每个子命令各拼一种文本格式。
+func writeJSONContent(conn net.Conn, v interface{}) {
+	data, err := json.MarshalIndent(v, "", "  ")
 	if err != nil {
 		writeLine(conn, map[string]interface{}{"type": "error", "error": err.Error()})
 		return
 	}
-	result := map[string]interface{}{
-		"entities":  entities,
-		"relations": relations,
-	}
-	data, _ := json.MarshalIndent(result, "", "  ")
 	writeLine(conn, map[string]interface{}{"type": "response", "content": string(data)})
 }
 
+func (p *Plugin) cmdMemory(conn net.Conn, parts []string, s *sdk.PluginSDK) {
+	sub := ""
+	if len(parts) >= 2 {
+		sub = parts[1]
+	}
+	switch sub {
+	case "query":
+		if len(parts) < 3 {
+			writeLine(conn, map[string]interface{}{"type": "response", "content": "用法: /memory query <关键词>"})
+			return
+		}
+		q := strings.Join(parts[2:], " ")
+		mem := s.Memory()
+		if mem == nil {
+			writeLine(conn, map[string]interface{}{"type": "error", "error": "memory not available"})
+			return
+		}
+		entities, relations, err := mem.Recall([]string{q}, 2)
+		if err != nil {
+			writeLine(conn, map[string]interface{}{"type": "error", "error": err.Error()})
+			return
+		}
+		writeJSONContent(conn, map[string]interface{}{
+			"entities":  entities,
+			"relations": relations,
+		})
+	case "graph":
+		mem := s.Memory()
+		if mem == nil {
+			writeLine(conn, map[string]interface{}{"type": "error", "error": "memory not available"})
+			return
+		}
+		data, err := mem.GraphData()
+		if err != nil {
+			writeLine(conn, map[string]interface{}{"type": "error", "error": err.Error()})
+			return
+		}
+		writeJSONContent(conn, data)
+	case "text":
+		tm := s.TextMemory()
+		if tm == nil {
+			writeLine(conn, map[string]interface{}{"type": "error", "error": "text memory not available"})
+			return
+		}
+		n := 20
+		if len(parts) >= 3 {
+			if v, err := strconv.Atoi(parts[2]); err == nil && v > 0 {
+				n = v
+			}
+		}
+		events, err := tm.RecentEvents(n)
+		if err != nil {
+			writeLine(conn, map[string]interface{}{"type": "error", "error": err.Error()})
+			return
+		}
+		writeJSONContent(conn, map[string]interface{}{
+			"events": events,
+			"stats":  tm.Stats(),
+		})
+	default:
+		writeLine(conn, map[string]interface{}{"type": "response", "content": "用法: /memory query <关键词> | /memory graph | /memory text [n]"})
+	}
+}
+
 // ======== /knowledge ========
 
-func (p *Plugin) cmdKnowledge(conn net.Conn, s *sdk.PluginSDK) {
+func (p *Plugin) cmdKnowledge(conn net.Conn, parts []string, s *sdk.PluginSDK) {
 	ks := s.Knowledge()
 	if ks == nil {
 		writeLine(conn, map[string]interface{}{"type": "error", "error": "knowledge not available"})
 		return
 	}
-	items, err := ks.List()
-	if err != nil {
-		writeLine(conn, map[string]interface{}{"type": "error", "error": err.Error()})
+	sub := "list"
+	if len(parts) >= 2 {
+		sub = parts[1]
+	}
+	switch sub {
+	case "list":
+		items, err := ks.List()
+		if err != nil {
+			writeLine(conn, map[string]interface{}{"type": "error", "error": err.Error()})
+			return
+		}
+		writeJSONContent(conn, items)
+	case "delete", "remove":
+		if len(parts) < 3 {
+			writeLine(conn, map[string]interface{}{"type": "response", "content": "用法: /knowledge delete <name>"})
+			return
+		}
+		if err := ks.Remove(parts[2]); err != nil {
+			writeLine(conn, map[string]interface{}{"type": "error", "error": err.Error()})
+			return
+		}
+		writeLine(conn, map[string]interface{}{"type": "response", "content": "已删除知识: " + parts[2]})
+	case "stats":
+		writeJSONContent(conn, ks.Stats())
+	default:
+		writeLine(conn, map[string]interface{}{"type": "response", "content": "用法: /knowledge | /knowledge delete <name> | /knowledge stats"})
+	}
+}
+
+// ======== /config ========
+
+func (p *Plugin) cmdConfig(conn net.Conn, s *sdk.PluginSDK) {
+	cfg := s.Config()
+	if cfg == nil {
+		writeLine(conn, map[string]interface{}{"type": "error", "error": "config not available"})
 		return
 	}
-	if len(items) == 0 {
-		writeLine(conn, map[string]interface{}{"type": "response", "content": "知识库为空"})
+	writeJSONContent(conn, cfg.Get())
+}
+
+// ======== /tracker ========
+
+func (p *Plugin) cmdTracker(conn net.Conn, parts []string, s *sdk.PluginSDK) {
+	tr := s.Tracker()
+	if tr == nil {
+		writeLine(conn, map[string]interface{}{"type": "error", "error": "tracker not available"})
 		return
 	}
-	data, _ := json.MarshalIndent(items, "", "  ")
-	writeLine(conn, map[string]interface{}{"type": "response", "content": string(data)})
+	if len(parts) >= 2 && parts[1] == "rollback" {
+		if err := tr.Rollback(); err != nil {
+			writeLine(conn, map[string]interface{}{"type": "error", "error": err.Error()})
+			return
+		}
+		writeLine(conn, map[string]interface{}{"type": "response", "content": "已回滚文件变更"})
+		return
+	}
+	writeJSONContent(conn, map[string]interface{}{
+		"stats":       tr.Stats(),
+		"has_changes": tr.HasChanges(),
+		"changesets":  tr.ChangeSets(),
+	})
+}
+
+// ======== /adapters ========
+
+func (p *Plugin) cmdAdapters(conn net.Conn, parts []string, s *sdk.PluginSDK) {
+	ad := s.Adapter()
+	if ad == nil {
+		writeLine(conn, map[string]interface{}{"type": "error", "error": "lua adapter not available"})
+		return
+	}
+	if len(parts) >= 3 && (parts[1] == "remove" || parts[1] == "delete") {
+		if err := ad.Remove(parts[2]); err != nil {
+			writeLine(conn, map[string]interface{}{"type": "error", "error": err.Error()})
+			return
+		}
+		writeLine(conn, map[string]interface{}{"type": "response", "content": "已卸载适配器: " + parts[2]})
+		return
+	}
+	writeJSONContent(conn, map[string]interface{}{"adapters": ad.List()})
+}
+
+// ======== /network ========
+
+// cmdNetwork 与 WebUI 的 GET /api/v1/network 同口径：网络状态 + LLM 端点。
+func (p *Plugin) cmdNetwork(conn net.Conn, s *sdk.PluginSDK) {
+	var endpoints interface{}
+	if cfg := s.Config(); cfg != nil {
+		if c := cfg.Get(); c != nil {
+			endpoints = c.Defaults.LLMEndpoints
+		}
+	}
+	writeJSONContent(conn, map[string]interface{}{
+		"network_status": "monitoring",
+		"endpoints":      endpoints,
+	})
 }
 
 // ======== /agents ========