diff --git a/README.md b/README.md
index 5c25f7f5..69a4e5f9 100644
--- a/README.md
+++ b/README.md
@@ -60,7 +60,7 @@ This is the difference between a warehouse and a library.
 
 | Surface | What it is |
 |---|---|
-| **Web Console** | Full admin — agents, models, tools, skills, knowledge, security, cron |
+| **Web Console** | Full admin — digital employees, models, skills, knowledge, security, cron, **runtime console** (see what every employee is doing, force-recycle in one click) |
 | **Desktop** | Electron app with a bundled JRE 21. Double-click, run. No Java install |
 | **Webchat Widget** | One `<script>` tag embed. Drop it on any site |
 | **IM Channels** | DingTalk · Feishu · WeChat Work · WeChat · Telegram · Discord · QQ · Slack |
@@ -74,22 +74,28 @@ Same brain. Same memory. Same tools. Different doors.
 
 ## What's in the box
 
-### Agent runtime
-**ReAct** for iterative reasoning. **Plan-and-Execute** for complex multi-step work. Dynamic context pruning, smart truncation, stale-stream cleanup — the boring stuff that makes long conversations actually work.
+### Digital employees, not chatbots
+You hire coworkers, not chat boxes. Each one has a **Role**, a **Goal**, a **Backstory**, a pixel-art avatar, and a color of their own — five career templates ship ready (Product Researcher · Customer Support · Knowledge Curator · Data Analyst · Executive Assistant). **ReAct** drives iterative reasoning, **Plan-and-Execute** decomposes complex multi-step work, employees can delegate to one another in parallel. Dynamic context pruning, smart truncation, stale-stream cleanup — the boring stuff that makes long conversations actually work.
 
 ### Knowledge & memory
-- **LLM Wiki** — raw materials digest into linked pages with citations
+- **LLM Wiki** — raw materials digest into linked pages with citations; the **hot cache** auto-injects into every employee's system prompt
 - **Workspace memory** — `AGENTS.md`, `SOUL.md`, `PROFILE.md`, `MEMORY.md`, daily notes
-- **Memory lifecycle** — post-conversation extraction, scheduled consolidation, dreaming workflows
+- **Memory lifecycle** — post-conversation extraction, scheduled consolidation, Dreaming workflows
 
-### Tools, skills, MCP
-Built-in tools for web search, files, memory, date/time. **MCP** over stdio / SSE / Streamable HTTP. **SKILL.md** packages from the ClawHub marketplace. A **Tool Guard** layer with RBAC, approval flows, and path protection — capability needs boundaries.
+### Skills · MCP · ACP — three ways to extend capability
+- **SKILL.md packages** — manifest + prompt + tool list + **LESSONS.md (gets smarter the more you use it)**. Eight starter templates plus a five-step creation wizard, with **Pre-flight checks** that tell you what's missing before install
+- **MCP** — stdio / SSE / Streamable HTTP, plug into any external tool server
+- **ACP** — bring top-tier coding agents like Claude Code and Codex in as employees, auto-bridged to skill cards with wrapper tools
+- **Tool Guard** — RBAC + approval flow + path protection. Capability needs boundaries
+
+### You see what every employee is doing
+**Admin Runtime Console** (`Settings → System → Runtime`) — who's running, what step they're on, how many tokens, one-click force-recycle when stuck. Streaming is staged honestly (thinking / tool / answer), per-event SSE IDs make reconnects safe, multi-employee delegation no longer fights itself, long tasks demand evidence-grounded answers.
 
 ### Multimodal creation
-Text-to-speech · Speech-to-text · Image · Music · Video. First-class, not add-ons.
+Text-to-speech · Speech-to-text · Image · Music · Video · 3D. First-class, not add-ons.
 
 ### Enterprise-ready
-RBAC + JWT. Full audit trail. Flyway-managed schema that auto-heals on upgrade. One JAR to ship. MySQL in production, H2 for dev — nothing to change in your code.
+RBAC + JWT. **Personal Access Tokens** for headless scripts and CI. **HMAC-SHA-256 outbound webhook signing**. **Distributed Cron lock** so multi-instance deployments don't double-fire. Full audit trail. Flyway-managed schema that auto-heals on upgrade. One JAR to ship. MySQL in production, H2 for dev — nothing to change in your code.
 
 ---
 
@@ -109,14 +115,15 @@ This is the same shift databases went through around 2010 and cloud went through
 |:---|:---:|:---:|:---:|:---:|:---:|
 | **Multi-vendor failover** | **Chain + health tracker + cooldown** | Swap providers via config | Orchestration w/ retry | Anthropic only | One model |
 | **Knowledge digestion** | **LLM Wiki + page-level citations** | Canvas + memory | Skills Hub + memory | — | Code index |
-| **Multi-user admin** | **RBAC + approval flow + audit** | Config-file first | Single-user CLI | Enterprise tier | Teams plan |
+| **Multi-user admin** | **RBAC + approval + audit + runtime console** | Config-file first | Single-user CLI | Enterprise tier | Teams plan |
+| **Capability extension** | **Skills (LESSONS) + MCP + ACP** | — | — | MCP | MCP |
 | **Surfaces** | Web admin + Desktop + Widget + SDK + 8 IM | 25+ chat channels | 15+ channels (CLI-led) | 3 IM preview | IDE only |
 | **Stack** | **Java (Spring Boot)** | TypeScript | Python | TypeScript | Electron/TS |
 | **License / Price** | **Apache 2.0 · Free** | MIT · Free | MIT · Free | Proprietary · $20–200/mo | Proprietary · $0–200/mo |
 
 **OpenClaw and Hermes Agent are excellent personal AI platforms** — pick either if you're running one user on one laptop, building your own agent from CLI, and treating everything as config files to hand-tune. Both have bigger communities than MateClaw today.
 
-**MateClaw is the version built for teams.** RBAC per agent, per model, per tool. An approval flow that pauses risky actions for review. Full audit trail. A web admin dashboard where one operator manages 50 agents across 14 vendors. Spring Boot inside — drop-in for any Java shop already running production services.
+**MateClaw is the version built for teams.** RBAC per digital employee, per model, per tool. An approval flow that pauses risky actions for review. Full audit trail. The Admin Runtime Console gives one operator real-time visibility into 50 employees running across 14 vendors — stuck? force-recycle in one click. Spring Boot inside — drop-in for any Java shop already running production services.
 
 Same "whole widget" philosophy. Different center of gravity.
 
@@ -184,7 +191,8 @@ Desktop binaries ship via [GitHub Releases](https://github.com/matevip/mateclaw/
 | Layer | Technology |
 |---|---|
 | Backend | Spring Boot 3.5 · Spring AI Alibaba 1.1 · MyBatis Plus · Flyway |
-| Agent | StateGraph runtime · ReAct + Plan-Execute |
+| Digital Employee Runtime | StateGraph · ReAct + Plan-Execute · Role / Goal / Backstory · LESSONS self-evolution |
+| Capability Extension | SKILL.md packages · MCP (stdio / SSE / HTTP) · ACP bridge (Claude Code / Codex) |
 | Database | H2 (dev) · MySQL 8.0+ (prod) |
 | Auth | Spring Security + JWT |
 | Frontend | Vue 3 · TypeScript · Vite · Element Plus · TailwindCSS 4 |
@@ -199,7 +207,7 @@ Full docs at **[claw.mate.vip/docs](https://claw.mate.vip/docs)** — setup, arc
 
 ## Roadmap
 
-Sharper multi-agent collaboration · Smarter model routing · Deeper multimodal understanding · Longer-lived memory · A richer ClawHub.
+Sharper multi-employee collaboration · Smarter model routing · Deeper multimodal understanding · Longer-lived memory · A richer ClawHub · More ACP upstream integrations.
 
 ## Contributing
 
diff --git a/README_zh.md b/README_zh.md
index a3ae3b15..a5be3b4e 100644
--- a/README_zh.md
+++ b/README_zh.md
@@ -60,7 +60,7 @@ MateClaw 的 **LLM Wiki** 把它消化成结构化页面，页面之间自己长
 
 | 入口 | 它是什么 |
 |---|---|
-| **Web 控制台** | 完整的管理后台——智能体、模型、工具、技能、知识、安全、定时任务 |
+| **Web 控制台** | 完整的管理后台——数字员工、模型、技能、知识、安全、定时任务、**运行时控制台**（看见每位员工正在干什么、一键回收） |
 | **桌面端** | Electron + 内嵌 JRE 21，双击即用，无需装 Java |
 | **网页嵌入式聊天** | 一个 `<script>` 标签就能嵌进任何网站 |
 | **IM 渠道** | 钉钉 · 飞书 · 企业微信 · 微信 · Telegram · Discord · QQ · Slack |
@@ -74,22 +74,28 @@ MateClaw 的 **LLM Wiki** 把它消化成结构化页面，页面之间自己长
 
 ## 盒子里有什么
 
-### 智能体引擎
-**ReAct** 做迭代推理。**Plan-and-Execute** 做复杂多步任务。动态上下文裁剪、智能截断、僵死流清理——让长对话真正能用的那些"不起眼"的基础设施。
+### 数字员工，不是聊天机器人
+你雇佣员工，不是开聊天框。每位有**角色**、**目标**、**背景故事**，像素艺术头像、专属配色——5 个职业模板（产品研究员 · 客户支持 · 知识管理员 · 数据分析师 · 行政助理）开箱可用。**ReAct** 做迭代推理，**Plan-and-Execute** 做复杂多步任务，员工之间可以并行委派。动态上下文裁剪、智能截断、僵死流清理——让长对话真正能用的那些"不起眼"的基础设施。
 
 ### 知识与记忆
-- **LLM Wiki** — 原始材料消化成有链接、带引用的结构化页面
+- **LLM Wiki** — 原始材料消化成有链接、带引用的结构化页面；**热点缓存**自动注入到员工的 system prompt
 - **工作区记忆** — `AGENTS.md` / `SOUL.md` / `PROFILE.md` / `MEMORY.md` / 每日笔记
-- **记忆生命周期** — 对话后自动提取 · 定时整理 · 记忆涌现工作流
+- **记忆生命周期** — 对话后自动提取 · 定时整理 · Dreaming 工作流
 
-### 工具、技能、MCP
-内置工具覆盖搜索、文件、记忆、日期。**MCP** 支持 stdio / SSE / Streamable HTTP 三种传输。**SKILL.md** 包可从 ClawHub 市场安装。**工具防护**层提供 RBAC、审批流、文件路径保护——能力必须有边界。
+### 技能 · MCP · ACP — 三种"接外部能力"的方式
+- **SKILL.md 技能包** — 一份 manifest + prompt + 工具列表 + **LESSONS.md（用得越多越聪明）**。8 个起步模板 + 5 步创作向导，安装前自动跑 **Pre-flight 检查**告诉你缺什么
+- **MCP** — stdio / SSE / Streamable HTTP 三种传输，接入任意外部工具服务器
+- **ACP** — 把 Claude Code、Codex 这种顶级编码 Agent 以"员工"身份接入，桥接成技能卡 + 包装工具
+- **Tool Guard** — RBAC + 审批流 + 文件路径保护。能力必须有边界
+
+### 你看得见每位员工正在干什么
+**Admin 运行时控制台**（`后台 → 系统 → 运行时`）——谁在跑、跑到哪一步、占多少 token、卡住了一键回收。流式分阶段显示（思考 / 工具 / 回答），SSE 每事件 ID 支持安全重连，多员工协作不打架，长任务必须有真实证据才回答。
 
 ### 多模态创作
-语音合成 · 语音识别 · 图片 · 音乐 · 视频。一等公民，不是附加插件。
+语音合成 · 语音识别 · 图片 · 音乐 · 视频 · 3D。一等公民，不是附加插件。
 
 ### 企业就绪
-RBAC + JWT。完整审计事件流。Flyway 管理数据库 schema，升级时自愈。一个 JAR 交付。生产用 MySQL，开发用 H2，代码零改动。
+RBAC + JWT。**Personal Access Token** 给无人值守脚本和 CI 用。**Webhook 出站 HMAC-SHA-256 签名**。**Cron 分布式锁**多实例不双发。完整审计事件流。Flyway 管理数据库 schema，升级时自愈。一个 JAR 交付。生产用 MySQL，开发用 H2，代码零改动。
 
 ---
 
@@ -109,14 +115,15 @@ RBAC + JWT。完整审计事件流。Flyway 管理数据库 schema，升级时
 |:---|:---:|:---:|:---:|:---:|:---:|
 | **多厂商失败转移** | **Chain + 健康追踪 + 冷却** | 切换供应商（改配置） | 内置编排重试 | 仅 Anthropic | 单模型 |
 | **知识消化式加工** | **Wiki + 页面级引用溯源** | Canvas + 记忆 | Skills Hub + 记忆 | — | 代码索引 |
-| **多用户管理** | **RBAC + 审批流 + 审计** | 配置文件优先 | 单用户 CLI | 企业版 | 团队版 |
+| **多用户管理** | **RBAC + 审批流 + 审计 + 运行时控制台** | 配置文件优先 | 单用户 CLI | 企业版 | 团队版 |
+| **能力扩展接口** | **技能 (LESSONS) + MCP + ACP** | — | — | MCP | MCP |
 | **用户触点** | Web 管理台 + 桌面 + 嵌入 + SDK + 8 IM | 25+ 聊天渠道 | 15+ 渠道（CLI 为主） | 3 IM（预览） | 仅 IDE |
 | **技术栈** | **Java（Spring Boot）** | TypeScript | Python | TypeScript | Electron/TS |
 | **许可 / 定价** | **Apache 2.0 · 免费** | MIT · 免费 | MIT · 免费 | 闭源 · $20–200/月 | 闭源 · $0–200/月 |
 
 **OpenClaw 和 Hermes Agent 是优秀的个人 AI 平台**——如果你是一个人、一台笔记本、习惯从 CLI 搭自己的 agent、所有东西都靠手工配置文件调优，选它们没问题。两家的社区规模今天都大于 MateClaw。
 
-**MateClaw 是那个给团队用的版本。** 每个 agent、每个模型、每个工具都有 RBAC。危险动作自动暂停等审批。完整审计事件流。一个 Web 管理台里，一个运维能同时管 50 个 agent 跑在 14 家供应商上。底座是 Spring Boot——任何一家已经在生产跑 Java 服务的公司可以直接并入。
+**MateClaw 是那个给团队用的版本。** 每位数字员工、每个模型、每个工具都有 RBAC。危险动作自动暂停等审批。完整审计事件流。Admin 运行时控制台让一个运维能实时看到 50 位员工跑在 14 家供应商上的状态——卡住了一键回收。底座是 Spring Boot——任何一家已经在生产跑 Java 服务的公司可以直接并入。
 
 **同一套"完整一整套"哲学，不同的重心。**
 
@@ -184,7 +191,8 @@ mateclaw/
 | 层次 | 技术 |
 |---|---|
 | 后端 | Spring Boot 3.5 · Spring AI Alibaba 1.1 · MyBatis Plus · Flyway |
-| 智能体 | StateGraph 运行时 · ReAct + Plan-Execute |
+| 数字员工运行时 | StateGraph · ReAct + Plan-Execute · 角色 / 目标 / 背景故事 · LESSONS 自我进化 |
+| 能力扩展 | SKILL.md 包 · MCP 协议（stdio / SSE / HTTP）· ACP 桥接（Claude Code / Codex） |
 | 数据库 | H2（开发）· MySQL 8.0+（生产）|
 | 认证 | Spring Security + JWT |
 | 前端 | Vue 3 · TypeScript · Vite · Element Plus · TailwindCSS 4 |
@@ -199,7 +207,7 @@ mateclaw/
 
 ## 路线图
 
-更强的多智能体协作 · 更智能的模型路由 · 更深度的多模态理解 · 更长久的记忆 · 更繁荣的 ClawHub。
+更强的多员工协作 · 更智能的模型路由 · 更深度的多模态理解 · 更长久的记忆 · 更繁荣的 ClawHub · 更多 ACP 上游集成。
 
 ## 参与贡献
 
diff --git a/assets/architecture-biz-en.svg b/assets/architecture-biz-en.svg
index 5e816d30..d3341aa7 100644
--- a/assets/architecture-biz-en.svg
+++ b/assets/architecture-biz-en.svg
@@ -32,8 +32,8 @@
   <!-- ===== Center: Agent Core ===== -->
   <circle cx="480" cy="280" r="72" fill="url(#warm)" stroke="#d96d46" stroke-width="2" filter="url(#glow)"/>
   <circle cx="480" cy="280" r="56" fill="#f6e2d7" stroke="#ebb08f" stroke-width="1"/>
-  <text x="480" y="268" text-anchor="middle" font-size="16" font-weight="800" fill="#d96d46">Agent</text>
-  <text x="480" y="288" text-anchor="middle" font-size="11" font-weight="500" fill="#665245">Reason · Plan · Execute</text>
+  <text x="480" y="268" text-anchor="middle" font-size="16" font-weight="800" fill="#d96d46">Digital Employee</text>
+  <text x="480" y="288" text-anchor="middle" font-size="11" font-weight="500" fill="#665245">Role · Goal · Backstory</text>
   <text x="480" y="304" text-anchor="middle" font-size="9" fill="#9b7d6c">ReAct + Plan-Execute</text>
 
   <!-- ===== Top: User Surfaces (5 items) ===== -->
@@ -63,9 +63,9 @@
   <!-- ===== Right Top: Tools & Skills ===== -->
   <rect x="720" y="210" width="200" height="65" rx="14" fill="url(#warm)" stroke="#d9cec2" stroke-width="1" filter="url(#shadow)"/>
   <rect x="916" y="210" width="4" height="65" rx="2" fill="url(#primary)"/>
-  <text x="820" y="232" text-anchor="middle" font-size="13" font-weight="700" fill="#d96d46">Tools &amp; Skills</text>
-  <text x="820" y="252" text-anchor="middle" font-size="10" fill="#665245">Built-in + MCP + Skills</text>
-  <text x="820" y="266" text-anchor="middle" font-size="9" fill="#9b7d6c">ClawHub Marketplace</text>
+  <text x="820" y="232" text-anchor="middle" font-size="13" font-weight="700" fill="#d96d46">Skills · MCP · ACP</text>
+  <text x="820" y="252" text-anchor="middle" font-size="10" fill="#665245">SKILL.md + LESSONS</text>
+  <text x="820" y="266" text-anchor="middle" font-size="9" fill="#9b7d6c">Even Claude Code joins as a hire</text>
   <line x1="552" y1="242" x2="720" y2="242" stroke="#d96d46" stroke-width="1.5" stroke-dasharray="4,3" opacity="0.5"/>
   <polygon points="554,237 546,242 554,247" fill="#d96d46" opacity="0.6"/>
 
diff --git a/assets/architecture-biz-zh.svg b/assets/architecture-biz-zh.svg
index 006be248..0fb490eb 100644
--- a/assets/architecture-biz-zh.svg
+++ b/assets/architecture-biz-zh.svg
@@ -33,8 +33,8 @@
   <!-- ===== Center: Agent Core ===== -->
   <circle cx="480" cy="280" r="72" fill="url(#warm)" stroke="#d96d46" stroke-width="2" filter="url(#glow)"/>
   <circle cx="480" cy="280" r="56" fill="#f6e2d7" stroke="#ebb08f" stroke-width="1"/>
-  <text x="480" y="268" text-anchor="middle" font-size="16" font-weight="800" fill="#d96d46">智能体</text>
-  <text x="480" y="288" text-anchor="middle" font-size="11" font-weight="500" fill="#665245">推理 · 规划 · 执行</text>
+  <text x="480" y="268" text-anchor="middle" font-size="16" font-weight="800" fill="#d96d46">数字员工</text>
+  <text x="480" y="288" text-anchor="middle" font-size="11" font-weight="500" fill="#665245">角色 · 目标 · 背景故事</text>
   <text x="480" y="304" text-anchor="middle" font-size="9" fill="#9b7d6c">ReAct + Plan-Execute</text>
 
   <!-- ===== Top: User Surfaces (5 items) ===== -->
@@ -66,9 +66,9 @@
   <!-- ===== Right Top: Tools & Skills ===== -->
   <rect x="720" y="210" width="200" height="65" rx="14" fill="url(#warm)" stroke="#d9cec2" stroke-width="1" filter="url(#shadow)"/>
   <rect x="916" y="210" width="4" height="65" rx="2" fill="url(#primary)"/>
-  <text x="820" y="232" text-anchor="middle" font-size="13" font-weight="700" fill="#d96d46">工具与技能</text>
-  <text x="820" y="252" text-anchor="middle" font-size="10" fill="#665245">内置 + MCP + 技能包</text>
-  <text x="820" y="266" text-anchor="middle" font-size="9" fill="#9b7d6c">ClawHub 市场扩展</text>
+  <text x="820" y="232" text-anchor="middle" font-size="13" font-weight="700" fill="#d96d46">技能 · MCP · ACP</text>
+  <text x="820" y="252" text-anchor="middle" font-size="10" fill="#665245">SKILL.md + LESSONS</text>
+  <text x="820" y="266" text-anchor="middle" font-size="9" fill="#9b7d6c">Claude Code 也来当员工</text>
   <!-- Arrow to Tools -->
   <line x1="552" y1="242" x2="720" y2="242" stroke="#d96d46" stroke-width="1.5" stroke-dasharray="4,3" opacity="0.5"/>
   <polygon points="554,237 546,242 554,247" fill="#d96d46" opacity="0.6"/>
diff --git a/assets/architecture-tech-en.svg b/assets/architecture-tech-en.svg
index 46335a45..71b7f8de 100644
--- a/assets/architecture-tech-en.svg
+++ b/assets/architecture-tech-en.svg
@@ -70,7 +70,7 @@
   <!-- ===== Layer 2: Agent Engine ===== -->
   <rect x="30" y="186" width="900" height="118" rx="14" fill="url(#warm)" stroke="#d9cec2" stroke-width="1" filter="url(#shadow)"/>
   <rect x="30" y="186" width="900" height="4" rx="2" fill="url(#accent)"/>
-  <text x="56" y="210" font-size="11" font-weight="700" fill="#184a45" letter-spacing="1">AGENT ENGINE</text>
+  <text x="56" y="210" font-size="11" font-weight="700" fill="#184a45" letter-spacing="1">DIGITAL EMPLOYEE RUNTIME</text>
 
   <g transform="translate(56, 222)">
     <rect width="172" height="68" rx="10" fill="#dce8e4" stroke="#5ca69d" stroke-width="0.5" filter="url(#shadowSm)"/>
@@ -86,9 +86,9 @@
   </g>
   <g transform="translate(432, 222)">
     <rect width="172" height="68" rx="10" fill="#f6e2d7" stroke="#ebb08f" stroke-width="0.5" filter="url(#shadowSm)"/>
-    <text x="86" y="20" text-anchor="middle" font-size="12" font-weight="700" fill="#d96d46">Tool System</text>
-    <text x="86" y="36" text-anchor="middle" font-size="9" fill="#665245">Built-in + MCP + Skills</text>
-    <text x="86" y="50" text-anchor="middle" font-size="9" fill="#665245">Approval + Guard Rules</text>
+    <text x="86" y="20" text-anchor="middle" font-size="12" font-weight="700" fill="#d96d46">Skills · Tools</text>
+    <text x="86" y="36" text-anchor="middle" font-size="9" fill="#665245">Built-in · MCP · ACP · Skills</text>
+    <text x="86" y="50" text-anchor="middle" font-size="9" fill="#665245">SKILL.md + LESSONS + Approval</text>
   </g>
   <g transform="translate(620, 222)">
     <rect width="172" height="68" rx="10" fill="#f6e2d7" stroke="#ebb08f" stroke-width="0.5" filter="url(#shadowSm)"/>
diff --git a/assets/architecture-tech-zh.svg b/assets/architecture-tech-zh.svg
index b044c8f3..e5eaf93d 100644
--- a/assets/architecture-tech-zh.svg
+++ b/assets/architecture-tech-zh.svg
@@ -73,7 +73,7 @@
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@@ -89,9 +89,9 @@
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