feat: 唤醒式架构批次——capacity/L4/会话编排/管理面板写CRUD/前端集成（77-81）

【capacity 唤醒式核心(77)】internal/runtime/capacity：(Decider L1启发式+L2上下文+人格覆盖→三态静息/唤醒/全能→允许工具集+capacity_awaken事件)。loop 外围允许集过滤(不硬阻断=能力≠边界红线)。config 加 Capacity(Enabled/MinConfidence/ToolSets)。wire buildCapacity 接入 loop。

【L4 记忆驱动意图(80)】recall.go：从记忆召回用户习惯(搞一下xx=办事)→唤醒L1/L2漏掉/升置信；群聊陌生人不读owner习惯(隔离红线)；RecordIntent闭环(判定写回记忆越用越准)；默认保守静息。

【会话消息编排(78)】gateway/session_orchestrator.go：每会话(模式/pending有界5/tail上下文尾巴20)；Submit非阻塞(idle立即/busy入队ack/满拒绝)；完成回调按序续接(tail+新消息合并增量注入非全量重放)；Interrupt中断；REST 202/409+WS session_busy/pending_ack事件；不重造任务引擎复用loop。

【前端集成(79)】ws.ts 加 capacity_awaken/session_busy/pending_ack 解析；store 加 awakenState/sessionBusy；TopBar/ChatShell 加唤醒态徽标+忙态提示(不阻塞输入框)；状态组件 status.tsx；Miuix风格。

【管理面板写CRUD(81)】20个写端点(POST/PUT/DELETE /admin/*，owner+审计落库)：personas(真持久化YAML)/users apikey(签发掩码+撤销)/iot控制(真下发)/automations(建/触发/删)/llm(test真调用+临时)/channels(connect/close/身份测试actor白名单)/plugins(卸载)/memories(search真检索)/sessions(export)。无存储如实501不伪造。拆4文件满足≤500红线。前端9模块接真写。

【wire收口】buildCapacity接入loop+OnCapacity事件；server.go newOrchestrator接hub。

实机验证：iot ac.living control 200 真实改变 on:true；observability/metrics 200、health ok；全仓 build/vet/test 47包绿+前端tsc/vite。

internal/runtime/loop/options.go

@@ -5,6 +5,7 @@ import (
 	"log/slog"
 
 	"git.yeij.top/AskaEth/Cyrene_v2/internal/runtime/agent"
+	"git.yeij.top/AskaEth/Cyrene_v2/internal/runtime/capacity"
 	"git.yeij.top/AskaEth/Cyrene_v2/internal/runtime/guardrail"
 	"git.yeij.top/AskaEth/Cyrene_v2/internal/runtime/memory"
 	"git.yeij.top/AskaEth/Cyrene_v2/internal/runtime/model"
@@ -26,6 +27,17 @@ type Options struct {
 	// Tools is the tool dispatcher used to execute model-requested calls. When
 	// nil the loop falls back to the agent's own dispatcher (if any).
 	Tools *tool.Dispatcher
+	// Capacity, when non-nil and enabled, filters the tool schemas advertised to
+	// the model each round to the allowed set for the current capacity state
+	// (design/14 唤醒式能力渐进 §4): the loop only exposes the allowed set to the
+	// model — a view, not a hard boundary (Invoke is left unblocked so an
+	// emergency call still works). Nil (the default) keeps the pre-existing
+	// behavior: every registered tool is advertised.
+	Capacity *capacity.Decider
+	// OnCapacity, when non-nil, receives capacity_awaken transition events the
+	// loop observes while deciding a round (design/14 §4), so a caller can
+	// surface the "能力点亮" progression to the frontend. Nil = no-op.
+	OnCapacity func(capacity.Event)
 	// Memory is the long-term memory store used to persist extracted items.
 	Memory *memory.Store
 	// Retriever injects relevant memories into the context, re-evaluated every