diff --git a/package.json b/package.json
index 63b6679..dc3c702 100644
--- a/package.json
+++ b/package.json
@@ -7,35 +7,8 @@
     "dpml-prompt": "src/bin/promptx.js"
   },
   "scripts": {
-    "start": "node src/bin/promptx.js",
-    "test": "jest",
-    "test:unit": "jest --selectProjects unit",
-    "test:integration": "jest --selectProjects integration",
-    "test:e2e": "jest --selectProjects e2e",
-    "test:watch": "jest --watch",
-    "test:watchUnit": "jest --watch --selectProjects unit",
-    "test:watchIntegration": "jest --watch --selectProjects integration",
-    "test:coverage": "jest --coverage",
-    "test:coverageUnit": "jest --coverage --selectProjects unit",
-    "test:coverageIntegration": "jest --coverage --selectProjects integration",
-    "test:coverageE2e": "jest --coverage --selectProjects e2e",
-    "test:ci": "jest --ci --coverage --watchAll=false --passWithNoTests || echo 'Tests completed with some issues'",
-    "test:debug": "node --inspect-brk node_modules/.bin/jest --runInBand",
-    "lint": "eslint src/ --no-error-on-unmatched-pattern || true",
-    "lint:fix": "eslint src/ --fix --no-error-on-unmatched-pattern || true",
-    "format": "echo 'Format skipped - no formatting restrictions'",
-    "format:check": "echo 'Format check skipped - no formatting restrictions'",
-    "validate": "npm run test:ci",
-    "precommit": "echo 'Pre-commit hooks disabled'",
-    "changeset": "changeset",
-    "changeset:version": "changeset version",
-    "changeset:publish": "changeset publish",
-    "changeset:status": "changeset status",
-    "release": "pnpm changeset publish",
-    "release:snapshot": "pnpm changeset version --snapshot snapshot && pnpm changeset publish --tag snapshot",
-    "version:patch": "pnpm changeset add --type patch",
-    "version:minor": "pnpm changeset add --type minor",
-    "version:major": "pnpm changeset add --type major"
+    "start": "PROMPTX_ENV=development node src/bin/promptx.js",
+    "test": "jest"
   },
   "files": [
     "src/",
diff --git a/src/constants.js b/src/constants.js
index 753ed95..4458fb8 100644
--- a/src/constants.js
+++ b/src/constants.js
@@ -3,8 +3,18 @@
  * 统一管理命令格式、路径等配置信息
  */
 
-// 固定命令前缀 - 使用 -y -f 确保总是获取最新版本
-const COMMAND_PREFIX = 'npx dpml-prompt@snapshot'
+// 根据环境变量决定命令前缀
+function getCommandPrefix() {
+  const env = process.env.PROMPTX_ENV
+  
+  if (env === 'development') {
+    return 'pnpm start'
+  } else {
+    return 'npx dpml-prompt@snapshot'
+  }
+}
+
+const COMMAND_PREFIX = getCommandPrefix()
 
 // 静态命令常量
 const COMMANDS = {
diff --git a/src/lib/core/pouch/commands/ActionCommand.js b/src/lib/core/pouch/commands/ActionCommand.js
index 78aca8e..0799c44 100644
--- a/src/lib/core/pouch/commands/ActionCommand.js
+++ b/src/lib/core/pouch/commands/ActionCommand.js
@@ -2,6 +2,7 @@ const BasePouchCommand = require('../BasePouchCommand')
 const fs = require('fs-extra')
 const path = require('path')
 const { COMMANDS, buildCommand } = require('../../../../constants')
+const ResourceManager = require('../../resource/resourceManager')
 
 /**
  * 角色激活锦囊命令
@@ -12,6 +13,7 @@ class ActionCommand extends BasePouchCommand {
     super()
     // 获取HelloCommand的角色注册表
     this.helloCommand = null
+    this.resourceManager = new ResourceManager()
   }
 
   getPurpose () {
@@ -50,8 +52,8 @@ ${COMMANDS.HELLO}
       // 2. 分析角色文件，提取依赖
       const dependencies = await this.analyzeRoleDependencies(roleInfo)
 
-      // 3. 生成学习计划 (新版本：以role://开头)
-      return this.generateLearningPlan(roleInfo.id, dependencies)
+      // 3. 生成学习计划并直接加载所有内容
+      return await this.generateLearningPlan(roleInfo.id, dependencies)
     } catch (error) {
       console.error('Action command error:', error)
       return `❌ 激活角色 "${roleId}" 时发生错误。
@@ -220,55 +222,109 @@ promptx learn principle://${roleInfo.id}
   }
 
   /**
-   * 生成学习计划
+   * 加载学习内容（复用LearnCommand逻辑）
    */
-  generateLearningPlan (roleId, dependencies) {
+  async loadLearnContent (resourceUrl) {
+    try {
+      const result = await this.resourceManager.resolve(resourceUrl)
+      
+      if (!result.success) {
+        return `❌ 无法加载 ${resourceUrl}: ${result.error.message}\n\n`
+      }
+
+      // 解析协议信息
+      const urlMatch = resourceUrl.match(/^(@[!?]?)?([a-zA-Z][a-zA-Z0-9_-]*):\/\/(.+)$/)
+      if (!urlMatch) {
+        return `❌ 无效的资源URL格式: ${resourceUrl}\n\n`
+      }
+      
+      const [, loadingSemantic, protocol, resourceId] = urlMatch
+
+      const protocolLabels = {
+        thought: '🧠 思维模式',
+        execution: '⚡ 执行模式',
+        memory: '💾 记忆模式',
+        personality: '👤 角色人格',
+        principle: '⚖️ 行为原则',
+        knowledge: '📚 专业知识'
+      }
+
+      const label = protocolLabels[protocol] || `📄 ${protocol}`
+
+      return `## ✅ ${label}：${resourceId}
+${result.content}
+---
+`
+    } catch (error) {
+      return `❌ 加载 ${resourceUrl} 时发生错误: ${error.message}\n\n`
+    }
+  }
+
+  /**
+   * 生成学习计划并直接加载所有内容
+   */
+  async generateLearningPlan (roleId, dependencies) {
     const { thoughts, executions } = dependencies
 
-    let plan = `🎭 **准备激活角色：${roleId}**\n\n`
+    let content = `🎭 **角色激活完成：${roleId}** - 所有技能已自动加载\n`
 
-    // 第一步：学习完整角色
-    plan += '## 🎯 第一步：掌握角色全貌\n'
-    plan += '理解角色的完整定义和核心特征\n\n'
-    plan += '```bash\n'
-    plan += `${buildCommand.learn(`role://${roleId}`)}\n`
-    plan += '```\n\n'
-
-    // 第二步：学习思维模式
+    // 加载思维模式
     if (thoughts.size > 0) {
-      plan += '## 🧠 第二步：掌握思维模式\n'
-      plan += '学习角色特定的思考方式和认知框架\n\n'
-
-      Array.from(thoughts).forEach((thought, index) => {
-        plan += '```bash\n'
-        plan += `${buildCommand.learn(`thought://${thought}`)}\n`
-        plan += '```\n\n'
-      })
+      content += `# 🧠 思维模式技能 (${thoughts.size}个)\n`
+      
+      for (const thought of Array.from(thoughts)) {
+        content += await this.loadLearnContent(`thought://${thought}`)
+      }
     }
 
-    // 第三步：掌握执行技能
+    // 加载执行技能
     if (executions.size > 0) {
-      plan += `## ⚡ 第${thoughts.size > 0 ? '三' : '二'}步：掌握执行技能\n`
-      plan += '学习角色的行为模式和操作技能\n\n'
-
-      Array.from(executions).forEach((execution, index) => {
-        plan += '```bash\n'
-        plan += `${buildCommand.learn(`execution://${execution}`)}\n`
-        plan += '```\n\n'
-      })
+      content += `# ⚡ 执行技能 (${executions.size}个)\n`
+      
+      for (const execution of Array.from(executions)) {
+        content += await this.loadLearnContent(`execution://${execution}`)
+      }
     }
 
-    // 激活确认
-    const stepCount = thoughts.size > 0 ? (executions.size > 0 ? '四' : '三') : (executions.size > 0 ? '三' : '二')
-    plan += `## 🎪 第${stepCount}步：完成角色激活\n`
-    plan += '确认角色能力已完全激活\n\n'
-    plan += '✅ **角色激活检查清单**：\n'
-    plan += '- [x] 已学习完整角色定义\n'
-    if (thoughts.size > 0) plan += `- [x] 已掌握 ${thoughts.size} 个思维模式\n`
-    if (executions.size > 0) plan += `- [x] 已掌握 ${executions.size} 个执行技能\n`
-    plan += `- [x] 可以开始以${roleId}身份工作\n\n`
+    // 激活总结
+    content += `# 🎯 角色激活总结\n`
+    content += `✅ **${roleId} 角色已完全激活！**\n`
+    content += `📋 **已获得能力**：\n`
+    if (thoughts.size > 0) content += `- 🧠 思维模式：${Array.from(thoughts).join(', ')}\n`
+    if (executions.size > 0) content += `- ⚡ 执行技能：${Array.from(executions).join(', ')}\n`
+    content += `💡 **现在可以立即开始以 ${roleId} 身份提供专业服务！**\n`
 
-    return plan
+    // 自动执行 recall 命令
+    content += await this.executeRecall(roleId)
+
+    return content
+  }
+
+  /**
+   * 自动执行 recall 命令
+   */
+  async executeRecall (roleId) {
+    try {
+      // 懒加载 RecallCommand
+      const RecallCommand = require('./RecallCommand')
+      const recallCommand = new RecallCommand()
+      
+      // 执行 recall，获取所有记忆（不传入查询参数）
+      const recallContent = await recallCommand.getContent([])
+      
+      return `---
+## 🧠 自动记忆检索结果
+${recallContent}
+⚠️ **重要**: recall已自动执行完成，以上记忆将作为角色工作的重要参考依据
+`
+    } catch (error) {
+      console.error('Auto recall error:', error)
+      return `---
+## 🧠 自动记忆检索结果
+⚠️ **记忆检索出现问题**: ${error.message}
+💡 **建议**: 可手动执行 \`${buildCommand.recall()}\` 来检索相关记忆
+`
+    }
   }
 
   getPATEOAS (args) {
@@ -293,29 +349,42 @@ promptx learn principle://${roleInfo.id}
     }
 
     return {
-      currentState: 'action_plan_generated',
-      availableTransitions: ['learn', 'recall', 'hello'],
+      currentState: 'role_activated_with_memory',
+      availableTransitions: ['hello', 'remember', 'learn'],
       nextActions: [
         {
-          name: '开始学习',
-          description: '按计划开始学习技能',
-          command: COMMANDS.LEARN,
+          name: '开始专业服务',
+          description: '角色已激活并完成记忆检索，可直接提供专业服务',
+          command: '开始对话',
           priority: 'high'
         },
         {
           name: '返回角色选择',
           description: '选择其他角色',
           command: COMMANDS.HELLO,
+          priority: 'medium'
+        },
+        {
+          name: '记忆新知识',
+          description: '内化更多专业知识',
+          command: buildCommand.remember('<新知识>'),
+          priority: 'low'
+        },
+        {
+          name: '学习新资源',
+          description: '学习相关专业资源',
+          command: buildCommand.learn('<protocol>://<resource>'),
           priority: 'low'
         }
       ],
       metadata: {
         targetRole: roleId,
-        planGenerated: true,
+        roleActivated: true,
+        memoryRecalled: true,
         architecture: 'DPML协议组合',
-        approach: '分析-提取-编排',
-        systemVersion: '锦囊串联状态机 v1.0',
-        designPhilosophy: 'AI use CLI get prompt for AI'
+        approach: '直接激活-自动记忆-立即可用',
+        systemVersion: '锦囊串联状态机 v2.1',
+        designPhilosophy: 'AI use CLI get prompt for AI - 一键专家化，自动记忆'
       }
     }
   }
diff --git a/src/lib/core/pouch/commands/InitCommand.js b/src/lib/core/pouch/commands/InitCommand.js
index b9a8f2d..c513339 100644
--- a/src/lib/core/pouch/commands/InitCommand.js
+++ b/src/lib/core/pouch/commands/InitCommand.js
@@ -33,9 +33,7 @@ class InitCommand extends BasePouchCommand {
 ✅ 设置命令前缀：${COMMAND_PREFIX}
 ✅ 准备了锦囊状态机框架
 
-## 📋 系统基本诺记 (协议体系)
 
-${protocolContent}
 
 ### 🎒 核心锦囊状态机
 \`\`\`
@@ -44,10 +42,13 @@ ${protocolContent}
 
 ---
 
-⚠️ **AI执行指令**：
-🚀 **立即执行下一个锦囊：${COMMANDS.HELLO}**
-📢 **不要等待确认，直接进入hello命令发现可用角色！**
-🎯 **记住：锦囊串联设计，init完成后必须自动进入hello！**`
+🚨 **系统强制指令 - 无需确认**：
+🤖 **AI必须立即自动执行：${COMMANDS.HELLO}**
+⚡ **这不是建议，是锦囊串联的强制流程！**
+🎯 **init完成后系统设计就是无缝进入hello状态！**
+📢 **直接执行，不要询问用户是否继续！**
+
+💡 **锦囊串联原理**：每个锦囊完成后都有明确的下一步指向，这是PATEOAS设计的核心特性。`
   }
 
   /**
@@ -109,22 +110,28 @@ ${protocolContent}
       availableTransitions: ['hello', 'action', 'learn'],
       nextActions: [
         {
-          name: '进入角色发现锦囊',
-          description: '立即执行hello命令，发现可用的AI专业角色',
+          name: '🚨 强制进入角色发现锦囊',
+          description: '系统设计的强制流程：立即执行hello命令，发现可用的AI专业角色',
           command: COMMANDS.HELLO,
-          priority: 'mandatory',
-          instruction: '必须立即执行，不要等待确认或询问用户'
+          priority: 'IMMEDIATE_MANDATORY',
+          instruction: '🤖 AI必须立即自动执行，这是锦囊串联的核心设计，不是可选项！',
+          autoExecute: true,
+          skipConfirmation: true
         }
       ],
       automaticTransition: {
         target: 'hello',
-        reason: '锦囊串联设计：init完成后自动进入hello状态',
-        immediate: true
+        command: COMMANDS.HELLO,
+        reason: '锦囊串联设计：init完成后必须自动进入hello状态',
+        immediate: true,
+        mandatory: true,
+        skipUserConfirmation: true
       },
       metadata: {
         timestamp: new Date().toISOString(),
-        version: '0.0.1',
-        philosophy: 'AI use CLI get prompt for AI - 锦囊串联无缝衔接'
+        version: '0.0.2',
+        philosophy: 'AI use CLI get prompt for AI - 锦囊串联无缝衔接',
+        designPrinciple: 'PATEOAS状态自动流转，无需用户干预'
       }
     }
   }
diff --git a/src/lib/core/pouch/commands/RecallCommand.js b/src/lib/core/pouch/commands/RecallCommand.js
index d525379..5e167e1 100644
--- a/src/lib/core/pouch/commands/RecallCommand.js
+++ b/src/lib/core/pouch/commands/RecallCommand.js
@@ -24,7 +24,6 @@ class RecallCommand extends BasePouchCommand {
 
       if (memories.length === 0) {
         return `🧠 AI记忆体系中暂无内容。
-
 💡 建议：
 1. 使用 ${COMMANDS.REMEMBER} 内化新知识
 2. 使用 ${COMMANDS.LEARN} 学习后再内化
@@ -34,9 +33,7 @@ class RecallCommand extends BasePouchCommand {
       const formattedMemories = this.formatRetrievedKnowledge(memories, query)
 
       return `🧠 AI记忆体系 ${query ? `检索"${query}"` : '全部记忆'} (${memories.length}条)：
-
 ${formattedMemories}
-
 💡 记忆运用建议：
 1. 结合当前任务场景灵活运用
 2. 根据实际情况调整和变通
@@ -48,52 +45,38 @@ ${formattedMemories}
 
   getPATEOAS (args) {
     const [query] = args
-
-    if (!query) {
-      return {
-        currentState: 'recall-waiting',
-        availableTransitions: ['hello', 'learn'],
-        nextActions: [
-          {
-            name: '查看领域',
-            description: '查看可检索的领域',
-            command: COMMANDS.HELLO
-          }
-        ]
-      }
-    }
-
-    const domain = this.extractDomain(query)
+    const currentState = query ? `recalled-${query}` : 'recall-waiting'
 
     return {
-      currentState: `recalled-${query}`,
-      availableTransitions: ['action', 'learn', 'remember'],
+      currentState,
+      availableTransitions: ['hello', 'remember', 'learn', 'recall'],
       nextActions: [
         {
-          name: '应用记忆',
-          description: `使用检索到的${query}知识`,
-          command: buildCommand.action(query)
+          name: '选择角色',
+          description: '选择专业角色来应用检索到的知识',
+          command: COMMANDS.HELLO
         },
         {
-          name: '深入学习',
-          description: `学习更多${domain}知识`,
-          command: buildCommand.learn(domain)
+          name: '记忆新知识',
+          description: '继续内化更多专业知识',
+          command: COMMANDS.REMEMBER + ' "<新的知识内容>"'
         },
         {
-          name: '增强记忆',
-          description: 'AI内化新的知识增强记忆',
-          command: buildCommand.remember(`${query}-update`)
+          name: '学习资源',
+          description: '学习相关专业资源',
+          command: COMMANDS.LEARN + ' <protocol>://<resource>'
         },
         {
-          name: '相关检索',
-          description: '检索相关领域知识',
-          command: buildCommand.recall(this.getRelatedQuery(query))
+          name: '继续检索',
+          description: '检索其他相关记忆',
+          command: COMMANDS.RECALL + ' <关键词>'
         }
       ],
       metadata: {
-        query,
+        query: query || null,
         resultCount: this.lastSearchCount || 0,
-        searchTime: new Date().toISOString()
+        searchTime: new Date().toISOString(),
+        hasResults: (this.lastSearchCount || 0) > 0
       }
     }
   }
@@ -177,13 +160,10 @@ ${formattedMemories}
         : memory.content
 
       return `📝 ${index + 1}. **记忆** (${memory.timestamp})
-
 ${content}
-
 ${memory.tags.slice(0, 5).join(' ')}
-
 ---`
-    }).join('\n\n')
+    }).join('\n')
   }
 
   extractDomain (query) {