新增 CATALOG.md 中文名速查表，修复 6 个 agent 英文名

- 新增 CATALOG.md：中文名 → 文件路径快速查找表（解决 OpenClaw 中英文路径找不到对应角色的问题）
- 修复 6 个 agent frontmatter 中 name 字段仍为英文的问题：
  - AI Citation Strategist → AI 引文策略师
  - Bilibili Content Strategist → B站内容策略师
  - Recruitment Specialist → 招聘专家
  - French Consulting Market Navigator → 法国咨询市场专家
  - Korean Business Navigator → 韩国商务专家
  - Supply Chain Strategist → 供应链策略师

CATALOG.md

@@ -0,0 +1,278 @@
+# 智能体速查表
+
+> Ctrl+F / Cmd+F 搜索中文名，找到对应文件路径，直接告诉 AI 工具加载。
+>
+> 用法示例：`请使用 engineering/engineering-software-architect.md 这个角色来评审我的架构`
+
+---
+
+## 📖 学术部 (6)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| 人类学家 | `academic/academic-anthropologist.md` |
+| 地理学家 | `academic/academic-geographer.md` |
+| 历史学家 | `academic/academic-historian.md` |
+| 叙事学家 | `academic/academic-narratologist.md` |
+| 心理学家 | `academic/academic-psychologist.md` |
+| 学习规划师 | `academic/academic-study-planner.md` |
+
+## 🎨 设计部 (8)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| 品牌守护者 | `design/design-brand-guardian.md` |
+| 图像提示词工程师 | `design/design-image-prompt-engineer.md` |
+| 包容性视觉专家 | `design/design-inclusive-visuals-specialist.md` |
+| UI 设计师 | `design/design-ui-designer.md` |
+| UX 架构师 | `design/design-ux-architect.md` |
+| UX 研究员 | `design/design-ux-researcher.md` |
+| 视觉叙事师 | `design/design-visual-storyteller.md` |
+| 趣味注入师 | `design/design-whimsy-injector.md` |
+
+## 🛠️ 工程部 (27)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| AI 数据修复工程师 | `engineering/engineering-ai-data-remediation-engineer.md` |
+| AI 工程师 | `engineering/engineering-ai-engineer.md` |
+| 自主优化架构师 | `engineering/engineering-autonomous-optimization-architect.md` |
+| 后端架构师 | `engineering/engineering-backend-architect.md` |
+| 代码审查员 | `engineering/engineering-code-reviewer.md` |
+| 数据工程师 | `engineering/engineering-data-engineer.md` |
+| 数据库优化师 | `engineering/engineering-database-optimizer.md` |
+| DevOps 自动化师 | `engineering/engineering-devops-automator.md` |
+| 钉钉集成开发工程师 | `engineering/engineering-dingtalk-integration-developer.md` |
+| 嵌入式固件工程师 | `engineering/engineering-embedded-firmware-engineer.md` |
+| 嵌入式 Linux 驱动工程师 | `engineering/engineering-embedded-linux-driver-engineer.md` |
+| 飞书集成开发工程师 | `engineering/engineering-feishu-integration-developer.md` |
+| FPGA/ASIC 数字设计工程师 | `engineering/engineering-fpga-digital-design-engineer.md` |
+| 前端开发者 | `engineering/engineering-frontend-developer.md` |
+| Git 工作流大师 | `engineering/engineering-git-workflow-master.md` |
+| 故障响应指挥官 | `engineering/engineering-incident-response-commander.md` |
+| IoT 方案架构师 | `engineering/engineering-iot-solution-architect.md` |
+| 移动应用开发者 | `engineering/engineering-mobile-app-builder.md` |
+| 快速原型师 | `engineering/engineering-rapid-prototyper.md` |
+| 安全工程师 | `engineering/engineering-security-engineer.md` |
+| 高级开发者 | `engineering/engineering-senior-developer.md` |
+| 软件架构师 | `engineering/engineering-software-architect.md` |
+| Solidity 智能合约工程师 | `engineering/engineering-solidity-smart-contract-engineer.md` |
+| SRE (站点可靠性工程师) | `engineering/engineering-sre.md` |
+| 技术文档工程师 | `engineering/engineering-technical-writer.md` |
+| 威胁检测工程师 | `engineering/engineering-threat-detection-engineer.md` |
+| 微信小程序开发者 | `engineering/engineering-wechat-mini-program-developer.md` |
+
+## 🏦 金融部 (3)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| 财务预测分析师 | `finance/finance-financial-forecaster.md` |
+| 金融风控分析师 | `finance/finance-fraud-detector.md` |
+| 发票管理专家 | `finance/finance-invoice-manager.md` |
+
+## 🎮 游戏开发部 (20)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| Blender 插件工程师 | `game-development/blender/blender-addon-engineer.md` |
+| 游戏音频工程师 | `game-development/game-audio-engineer.md` |
+| 游戏设计师 | `game-development/game-designer.md` |
+| Godot 游戏脚本开发者 | `game-development/godot/godot-gameplay-scripter.md` |
+| Godot 多人游戏工程师 | `game-development/godot/godot-multiplayer-engineer.md` |
+| Godot Shader 开发者 | `game-development/godot/godot-shader-developer.md` |
+| 关卡设计师 | `game-development/level-designer.md` |
+| 叙事设计师 | `game-development/narrative-designer.md` |
+| Roblox 虚拟形象创作者 | `game-development/roblox-studio/roblox-avatar-creator.md` |
+| Roblox 体验设计师 | `game-development/roblox-studio/roblox-experience-designer.md` |
+| Roblox 系统脚本工程师 | `game-development/roblox-studio/roblox-systems-scripter.md` |
+| 技术美术 | `game-development/technical-artist.md` |
+| Unity 架构师 | `game-development/unity/unity-architect.md` |
+| Unity 编辑器工具开发者 | `game-development/unity/unity-editor-tool-developer.md` |
+| Unity 多人游戏工程师 | `game-development/unity/unity-multiplayer-engineer.md` |
+| Unity Shader Graph 美术师 | `game-development/unity/unity-shader-graph-artist.md` |
+| Unreal 多人游戏架构师 | `game-development/unreal-engine/unreal-multiplayer-architect.md` |
+| Unreal 系统工程师 | `game-development/unreal-engine/unreal-systems-engineer.md` |
+| Unreal 技术美术 | `game-development/unreal-engine/unreal-technical-artist.md` |
+| Unreal 世界构建师 | `game-development/unreal-engine/unreal-world-builder.md` |
+
+## 👔 人力资源部 (2)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| 绩效管理专家 | `hr/hr-performance-reviewer.md` |
+| 招聘专家 | `hr/hr-recruiter.md` |
+
+## ⚖️ 法务部 (2)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| 合同审查专家 | `legal/legal-contract-reviewer.md` |
+| 制度文件撰写专家 | `legal/legal-policy-writer.md` |
+
+## 📢 营销部 (33)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| AI 引文策略师 | `marketing/marketing-ai-citation-strategist.md` |
+| 应用商店优化师 | `marketing/marketing-app-store-optimizer.md` |
+| 百度 SEO 专家 | `marketing/marketing-baidu-seo-specialist.md` |
+| B站内容策略师 | `marketing/marketing-bilibili-content-strategist.md` |
+| B站策略师 | `marketing/marketing-bilibili-strategist.md` |
+| 图书联合作者 | `marketing/marketing-book-co-author.md` |
+| 轮播图增长引擎 | `marketing/marketing-carousel-growth-engine.md` |
+| 中国电商运营专家 | `marketing/marketing-china-ecommerce-operator.md` |
+| 内容创作者 | `marketing/marketing-content-creator.md` |
+| 跨境电商运营专家 | `marketing/marketing-cross-border-ecommerce.md` |
+| 抖音策略师 | `marketing/marketing-douyin-strategist.md` |
+| 电商运营师 | `marketing/marketing-ecommerce-operator.md` |
+| 增长黑客 | `marketing/marketing-growth-hacker.md` |
+| Instagram 策展师 | `marketing/marketing-instagram-curator.md` |
+| 知识付费产品策划师 | `marketing/marketing-knowledge-commerce-strategist.md` |
+| 快手策略师 | `marketing/marketing-kuaishou-strategist.md` |
+| LinkedIn 内容创作专家 | `marketing/marketing-linkedin-content-creator.md` |
+| 直播电商主播教练 | `marketing/marketing-livestream-commerce-coach.md` |
+| 播客内容策略师 | `marketing/marketing-podcast-strategist.md` |
+| 私域流量运营师 | `marketing/marketing-private-domain-operator.md` |
+| Reddit 社区运营 | `marketing/marketing-reddit-community-builder.md` |
+| SEO 专家 | `marketing/marketing-seo-specialist.md` |
+| 短视频剪辑指导师 | `marketing/marketing-short-video-editing-coach.md` |
+| 社交媒体策略师 | `marketing/marketing-social-media-strategist.md` |
+| TikTok 策略师 | `marketing/marketing-tiktok-strategist.md` |
+| Twitter 互动官 | `marketing/marketing-twitter-engager.md` |
+| 微信公众号管理 | `marketing/marketing-wechat-official-account.md` |
+| 微信公众号运营 | `marketing/marketing-wechat-operator.md` |
+| 微博运营策略师 | `marketing/marketing-weibo-strategist.md` |
+| 微信视频号运营策略师 | `marketing/marketing-weixin-channels-strategist.md` |
+| 小红书运营专家 | `marketing/marketing-xiaohongshu-operator.md` |
+| 小红书专家 | `marketing/marketing-xiaohongshu-specialist.md` |
+| 知乎策略师 | `marketing/marketing-zhihu-strategist.md` |
+
+## 💰 付费媒体部 (7)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| 付费媒体审计师 | `paid-media/paid-media-auditor.md` |
+| 广告创意策略师 | `paid-media/paid-media-creative-strategist.md` |
+| 社交广告策略师 | `paid-media/paid-media-paid-social-strategist.md` |
+| PPC 竞价策略师 | `paid-media/paid-media-ppc-strategist.md` |
+| 程序化广告采买专家 | `paid-media/paid-media-programmatic-buyer.md` |
+| 搜索词分析师 | `paid-media/paid-media-search-query-analyst.md` |
+| 追踪与归因专家 | `paid-media/paid-media-tracking-specialist.md` |
+
+## 📦 产品部 (5)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| 行为助推引擎 | `product/product-behavioral-nudge-engine.md` |
+| 反馈分析师 | `product/product-feedback-synthesizer.md` |
+| 产品经理 | `product/product-manager.md` |
+| Sprint 排序师 | `product/product-sprint-prioritizer.md` |
+| 趋势研究员 | `product/product-trend-researcher.md` |
+
+## 📋 项目管理部 (6)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| 实验追踪员 | `project-management/project-management-experiment-tracker.md` |
+| Jira 工作流管家 | `project-management/project-management-jira-workflow-steward.md` |
+| 项目牧羊人 | `project-management/project-management-project-shepherd.md` |
+| 工作室运营 | `project-management/project-management-studio-operations.md` |
+| 工作室制片人 | `project-management/project-management-studio-producer.md` |
+| 高级项目经理 | `project-management/project-manager-senior.md` |
+
+## 💼 销售部 (8)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| 客户拓展策略师 | `sales/sales-account-strategist.md` |
+| 销售教练 | `sales/sales-coach.md` |
+| 赢单策略师 | `sales/sales-deal-strategist.md` |
+| Discovery 教练 | `sales/sales-discovery-coach.md` |
+| 售前工程师 | `sales/sales-engineer.md` |
+| Outbound 策略师 | `sales/sales-outbound-strategist.md` |
+| Pipeline 分析师 | `sales/sales-pipeline-analyst.md` |
+| 投标策略师 | `sales/sales-proposal-strategist.md` |
+
+## 🥽 空间计算部 (6)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| macOS Metal 空间工程师 | `spatial-computing/macos-spatial-metal-engineer.md` |
+| 终端集成专家 | `spatial-computing/terminal-integration-specialist.md` |
+| visionOS 空间工程师 | `spatial-computing/visionos-spatial-engineer.md` |
+| XR 座舱交互专家 | `spatial-computing/xr-cockpit-interaction-specialist.md` |
+| XR 沉浸式开发者 | `spatial-computing/xr-immersive-developer.md` |
+| XR 界面架构师 | `spatial-computing/xr-interface-architect.md` |
+
+## 🔬 专项部 (33)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| 应付账款智能体 | `specialized/accounts-payable-agent.md` |
+| 身份信任架构师 | `specialized/agentic-identity-trust.md` |
+| 智能体编排者 | `specialized/agents-orchestrator.md` |
+| 自动化治理架构师 | `specialized/automation-governance-architect.md` |
+| 区块链安全审计师 | `specialized/blockchain-security-auditor.md` |
+| 合规审计师 | `specialized/compliance-auditor.md` |
+| 企业培训课程设计师 | `specialized/corporate-training-designer.md` |
+| 数据整合师 | `specialized/data-consolidation-agent.md` |
+| 高考志愿填报顾问 | `specialized/gaokao-college-advisor.md` |
+| 政务数字化售前顾问 | `specialized/government-digital-presales-consultant.md` |
+| 医疗健康营销合规师 | `specialized/healthcare-marketing-compliance.md` |
+| 身份图谱操作员 | `specialized/identity-graph-operator.md` |
+| LSP 索引工程师 | `specialized/lsp-index-engineer.md` |
+| 提示词工程师 | `specialized/prompt-engineer.md` |
+| 招聘专家 | `specialized/recruitment-specialist.md` |
+| 报告分发师 | `specialized/report-distribution-agent.md` |
+| 销售数据提取师 | `specialized/sales-data-extraction-agent.md` |
+| AI 治理政策专家 | `specialized/specialized-ai-policy-writer.md` |
+| 文化智能策略师 | `specialized/specialized-cultural-intelligence-strategist.md` |
+| 开发者布道师 | `specialized/specialized-developer-advocate.md` |
+| 文档生成器 | `specialized/specialized-document-generator.md` |
+| 法国咨询市场专家 | `specialized/specialized-french-consulting-market.md` |
+| 韩国商务专家 | `specialized/specialized-korean-business-navigator.md` |
+| MCP 构建器 | `specialized/specialized-mcp-builder.md` |
+| 会议效率专家 | `specialized/specialized-meeting-assistant.md` |
+| 模型 QA 专家 | `specialized/specialized-model-qa.md` |
+| 动态定价策略师 | `specialized/specialized-pricing-optimizer.md` |
+| 企业风险评估师 | `specialized/specialized-risk-assessor.md` |
+| Salesforce 架构师 | `specialized/specialized-salesforce-architect.md` |
+| 工作流架构师 | `specialized/specialized-workflow-architect.md` |
+| 留学规划顾问 | `specialized/study-abroad-advisor.md` |
+| 供应链策略师 | `specialized/supply-chain-strategist.md` |
+| ZK 管家 | `specialized/zk-steward.md` |
+
+## 🚚 供应链部 (3)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| 库存预测专家 | `supply-chain/supply-chain-inventory-forecaster.md` |
+| 物流路线优化师 | `supply-chain/supply-chain-route-optimizer.md` |
+| 供应商评估专家 | `supply-chain/supply-chain-vendor-evaluator.md` |
+
+## 🤝 支持部 (8)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| 数据分析师 | `support/support-analytics-reporter.md` |
+| 高管摘要师 | `support/support-executive-summary-generator.md` |
+| 财务追踪员 | `support/support-finance-tracker.md` |
+| 基础设施运维师 | `support/support-infrastructure-maintainer.md` |
+| 法务合规员 | `support/support-legal-compliance-checker.md` |
+| 招聘运营专家 | `support/support-recruitment-specialist.md` |
+| 供应链采购策略师 | `support/support-supply-chain-strategist.md` |
+| 客服响应者 | `support/support-support-responder.md` |
+
+## 🧪 测试部 (9)
+
+| 中文名 | 文件路径 |
+|--------|----------|
+| 无障碍审核员 | `testing/testing-accessibility-auditor.md` |
+| API 测试员 | `testing/testing-api-tester.md` |
+| 嵌入式测试工程师 | `testing/testing-embedded-qa-engineer.md` |
+| 证据收集者 | `testing/testing-evidence-collector.md` |
+| 性能基准师 | `testing/testing-performance-benchmarker.md` |
+| 现实检验者 | `testing/testing-reality-checker.md` |
+| 测试结果分析师 | `testing/testing-test-results-analyzer.md` |
+| 工具评估师 | `testing/testing-tool-evaluator.md` |
+| 工作流优化师 | `testing/testing-workflow-optimizer.md` |

marketing/marketing-ai-citation-strategist.md

@@ -1,5 +1,5 @@
 ---
-name: AI Citation Strategist
+name: AI 引文策略师
 description: "AI 推荐引擎优化（AEO/GEO）专家，审计品牌在 ChatGPT、Claude、Gemini、Perplexity 等平台的可见性，分析竞品被引用的原因，提供提升 AI 引用率的内容优化方案。"
 color: "#6D28D9"
 emoji: 🔮

marketing/marketing-bilibili-content-strategist.md

@@ -1,5 +1,5 @@
 ---
-name: Bilibili Content Strategist
+name: B站内容策略师
 description: "B站内容运营专家，专注 UP主成长、弹幕文化运营、B站算法优化、社区建设和品牌内容策略。"
 color: pink
 emoji: 🎬

specialized/recruitment-specialist.md

@@ -1,5 +1,5 @@
 ---
-name: Recruitment Specialist
+name: 招聘专家
 description: "招聘运营与人才获取专家，精通国内主流招聘平台、人才评估体系和劳动法合规，帮助企业高效吸引、筛选和留住优秀人才，打造有竞争力的雇主品牌。"
 color: blue
 emoji: 🎯

specialized/specialized-french-consulting-market.md

@@ -1,5 +1,5 @@
 ---
-name: French Consulting Market Navigator
+name: 法国咨询市场专家
 description: "法国 ESN/SI 自由职业生态导航专家，精通利润模型、平台机制（Malt、collective.work）、薪资代管、费率定位和付款周期。"
 color: "#002395"
 emoji: 🇫🇷

specialized/specialized-korean-business-navigator.md

@@ -1,5 +1,5 @@
 ---
-name: Korean Business Navigator
+name: 韩国商务专家
 description: "韩国商务文化导航专家，精通품의决策流程、눈치社交智慧、KakaoTalk 商务礼仪、层级关系处理和关系优先的交易模式。"
 color: "#003478"
 emoji: 🇰🇷

specialized/supply-chain-strategist.md

@@ -1,5 +1,5 @@
 ---
-name: Supply Chain Strategist
+name: 供应链策略师
 description: "供应链管理与采购策略专家，精通供应商开发、战略寻源、质量管控和供应链数字化，立足中国制造业生态，帮助企业构建高效、韧性、可持续的供应链体系。"
 color: blue
 emoji: 🔗