# 关键词索引表 (Keyword Index) > **参考文档** — 本文件为人工可读的查阅索引,非路由引擎的信源。 > 技能发现的**唯一权威来源**是各 `SKILL.md` 的 `description` 字段。 > 如发现本文件与 SKILL.md 不一致,以 SKILL.md 为准。 快速查找关键词对应的 Skill,按字母/拼音排序。 ## A | 关键词 | Skill | Output Style | |--------|-------|--------------| | Agent | ai-ml-expert | ai-ml-expert | | AI | ai-ml-expert | ai-ml-expert | | Airflow | data-engineer-expert | data-engineer | | Android | mobile-expert | mobile | | API | backend-builder | backend | | API文档 | tech-writer-expert | tech-writer | | API设计 | architect-expert | architect | | App开发 | mobile-expert | mobile | | ArgoCD | cloud-native-expert | cloud-native | | AWS | devops-expert | devops | | AARRR | growth-hacker | growth | | A/B测试(增长) | growth-hacker | growth | | AIDA | copywriter-expert | copywriter | | API集成 | api-integration-specialist | api-integration | | API签名 | api-integration-specialist | api-integration | | Awk | regex-shell-wizard | shell | | Azure | devops-expert | devops | | 按量计费 | pricing-strategist | pricing | ## B | 关键词 | Skill | Output Style | |--------|-------|--------------| | Browserbase | browser-automation-expert | browser-automation | | B站 | social-media-manager | social-media | | Bash | regex-shell-wizard | shell | | BDD | tester-expert | tester | | BERT | ai-ml-expert | ai-ml-expert | | BP | business-plan-skill | investor | | Bug | debugger-expert | debugger | | 百度SEO | technical-seo-expert | seo | | 报错 | debugger-expert | debugger | | 爆炸半径 | impact-analyst | impact | | 部署 | devops-expert | devops | | 边缘计算 | edge-computing-expert | edge-computing | | 不工作 | debugger-expert | debugger | | 浏览器自动化 | browser-automation-expert | browser-automation | | 品牌文案 | copywriter-expert | copywriter | | BLUF | email-communicator | email | | 备忘录 | email-communicator | email | | 报价单 | finance-advisor | finance | | 报价谈判 | sales-consultant | sales | | 报税 | finance-advisor | finance | ## C | 关键词 | Skill | Output Style | |--------|-------|--------------| | CDP | browser-automation-expert | browser-automation | | cherry-pick | git-operation-master | git | | Chaos Engineering | sre-expert | sre | | CI/CD | devops-expert | devops | | CRO | growth-hacker | growth | | CTA | copywriter-expert | copywriter | | Clean Code | reviewer-expert | reviewer | | CLS | performance-expert | performance | | Cloudflare Workers | edge-computing-expert | edge-computing | | Code Review | reviewer-expert | reviewer | | Core Web Vitals | performance-expert | performance | | CORS | debugger-expert | debugger | | Crash | debugger-expert | debugger | | CSRF | security-expert | security | | CQRS | architect-expert | architect | | CTO规划 | architect-expert | architect | | CV | ai-ml-expert | ai-ml-expert | | Cypress | tester-expert | tester | | 崩溃 | debugger-expert | debugger | | 测试 | tester-expert | tester | | 测试覆盖率 | tester-expert | tester | | 产品规划 | product-manager-expert | product-manager | | 产品路线图 | product-manager-expert | product-manager | | 产品设计 | product-manager-expert | product-manager | | 创世纪引擎 | genesis-engine | genesis | | 创业 | business-plan-skill | investor | | 从0开发 | genesis-engine | genesis | ## D | 关键词 | Skill | Output Style | |--------|-------|--------------| | Dagster | data-engineer-expert | data-engineer | | 带人 | tech-lead-mentor | mentor | | 抖音(运营) | social-media-manager | social-media | | DAST | devsecops-expert | devsecops | | dbt | data-engineer-expert | data-engineer | | DD | investor-review-guide | investor | | DDD | architect-expert | architect | | Debug | debugger-expert | debugger | | Design System | designer-expert | designer | | DevOps | devops-expert | devops | | DevSecOps | devsecops-expert | devsecops | | Django | backend-builder | backend | | Docker | devops-expert | devops | | 代码规范 | reviewer-expert | reviewer | | 代码审查 | reviewer-expert | reviewer | | 代码异味 | reviewer-expert | reviewer | | 代码质量 | reviewer-expert | reviewer | | 单元测试 | tester-expert | tester | | 调试 | debugger-expert | debugger | | 迭代计划 | product-manager-expert | product-manager | | 端到端测试 | tester-expert | tester | | 定价 | pricing-strategist | pricing | | 定价策略 | pricing-strategist | pricing | | 定价模型 | pricing-strategist | pricing | | 道歉信 | email-communicator | email | | 订阅制 | pricing-strategist | pricing | | 数据采集 | browser-automation-expert | browser-automation | | CSAT | customer-success-expert | customer-success | | CRM | sales-consultant | sales | | Churn Rate | customer-success-expert | customer-success | | 催款 | email-communicator | email | | 成本核算 | finance-advisor | finance | | 成交率 | sales-consultant | sales | ## E | 关键词 | Skill | Output Style | |--------|-------|--------------| | E2E测试 | tester-expert | tester | | EDA | data-analyst-expert | data-analyst | | Explain | database-tuning-expert | database | | Edge Functions | edge-computing-expert | edge-computing | | ELT | data-engineer-expert | data-engineer | | Embedding | ai-ml-expert | ai-ml-expert | | ER图 | architect-expert | architect | | Error | debugger-expert | debugger | | ESLint | reviewer-expert | reviewer | | ETL | data-engineer-expert | data-engineer | | Exception | debugger-expert | debugger | | Expo | mobile-expert | mobile | | Express | backend-builder | backend | | 错误 | debugger-expert | debugger | | 错误预算 | sre-expert | sre | ## F | 关键词 | Skill | Output Style | |--------|-------|--------------| | FastAPI | backend-builder | backend | | Fastify | backend-builder | backend | | FCP | performance-expert | performance | | Figma | designer-expert | designer | | Fine-tuning | ai-ml-expert | ai-ml-expert | | Flask | backend-builder | backend | | Flink | data-engineer-expert | data-engineer | | Flutter | mobile-expert | mobile | | FAB | copywriter-expert | copywriter | | 法律风险 | legal-review-skill | legal-review | | 法律审核 | legal-review-skill | legal-review | | 法务审查 | legal-review-skill | legal-review | | 发布 | devops-expert | devops | | 防退化 | zero-defect-guardian | zero-defect | | 分包 | miniprogram-expert | miniprogram | | 分布式 | architect-expert | architect | | 分库分表 | database-tuning-expert | database | | 分类 | data-analyst-expert | data-analyst | | 服务网格 | cloud-native-expert | cloud-native | | PAS | copywriter-expert | copywriter | | Freemium | pricing-strategist | pricing | | 风险管理 | project-coordinator | project-coordinator | ## G | 关键词 | Skill | Output Style | |--------|-------|--------------| | GCP | devops-expert | devops | | Gin | backend-builder | backend | | Git冲突 | git-operation-master | git | | GitHub Actions | devops-expert | devops | | GitLab CI | devops-expert | devops | | GitOps | cloud-native-expert | cloud-native | | Go | backend-builder | backend | | GPT | ai-ml-expert | ai-ml-expert | | Grafana | devops-expert | devops | | GraphQL | backend-builder | backend | | gRPC | backend-builder | backend | | 改进提示词 | prompt-optimizer | prompt-optimizer | | 高可用 | architect-expert | architect | | 高效 | (当前技能简洁模式) | - | | 估值 | investor-review-guide | investor | | 广告文案 | copywriter-expert | copywriter | | 增长黑客 | growth-hacker | growth | | 跟进邮件 | email-communicator | email | | 工单 | customer-success-expert | customer-success | ## H | 关键词 | Skill | Output Style | |--------|-------|--------------| | Headless | browser-automation-expert | browser-automation | | Helm | cloud-native-expert | cloud-native | | HMAC | api-integration-specialist | api-integration | | Hydration | frontend-expert | frontend | | 合同审查 | legal-review-skill | legal-review | | 合规审查 | legal-review-skill | legal-review | | 黄金路径 | architect-expert | architect | | 行业报告 | industry-research-cn | industry-research | | 行业分析 | industry-research-cn | industry-research | | 行业研究 | industry-research-cn | industry-research | | 后端 | backend-builder | backend | | 后端开发 | backend-builder | backend | | 会议纪要 | email-communicator | email | ## I | 关键词 | Skill | Output Style | |--------|-------|--------------| | iOS | mobile-expert | mobile | | Istio | cloud-native-expert | cloud-native | | 集成测试 | tester-expert | tester | | 技术架构 | architect-expert | architect | | 技术文档 | tech-writer-expert | tech-writer | | 技术选型 | architect-expert | architect | | 技术战略 | architect-expert | architect | | 技术债务 | reviewer-expert | reviewer | | 架构 | architect-expert | architect | | 架构设计 | architect-expert | architect | | 架构图 | architect-expert | architect | | 加密 | security-expert | security | | 接口 | backend-builder | backend | | 解密 | security-expert | security | | 尽职调查 | investor-review-guide | investor | | 竞品分析 | product-manager-expert | product-manager | | 竞争格局 | industry-research-cn | industry-research | ## J | 关键词 | Skill | Output Style | |--------|-------|--------------| | Java | backend-builder | backend | | Jest | tester-expert | tester | | Jotai | frontend-expert | frontend | | JSON-LD | technical-seo-expert | seo | | Jupyter | data-analyst-expert | data-analyst | | JWT | backend-builder | backend | | JWT安全 | security-expert | security | | 晋升 | tech-lead-mentor | mentor | | 记账 | finance-advisor | finance | | 阶梯定价 | pricing-strategist | pricing | ## K | 关键词 | Skill | Output Style | |--------|-------|--------------| | K8s | cloud-native-expert | cloud-native | | Kafka | data-engineer-expert | data-engineer | | KOC | social-media-manager | social-media | | KOL | social-media-manager | social-media | | Kotlin | mobile-expert | mobile | | Kubernetes | cloud-native-expert | cloud-native | | 可用性测试 | ux-researcher | ux-research | | 跨平台 | mobile-expert | mobile | | 跨域 | debugger-expert | debugger | | 快速 | (当前技能简洁模式) | - | | 可靠性 | sre-expert | sre | | 可视化 | data-analyst-expert | data-analyst | | 看板 | project-coordinator | project-coordinator | | 客户成功 | customer-success-expert | customer-success | | 客户分层 | sales-consultant | sales | | 客户开发 | sales-consultant | sales | | 客户支持 | customer-success-expert | customer-success | ## L | 关键词 | Skill | Output Style | |--------|-------|--------------| | LangChain | ai-ml-expert | ai-ml-expert | | LCP | performance-expert | performance | | Lint | reviewer-expert | reviewer | | LlamaIndex | ai-ml-expert | ai-ml-expert | | LLM | ai-ml-expert | ai-ml-expert | | LoRA | ai-ml-expert | ai-ml-expert | | 拉新 | growth-hacker | growth | | 裂变 | growth-hacker | growth | | 零缺陷 | zero-defect-guardian | zero-defect | | 流处理 | data-engineer-expert | data-engineer | | 领域驱动 | architect-expert | architect | | 落地页文案 | copywriter-expert | copywriter | | 漏洞修补 | project-audit-expert | project-audit | | 逻辑验证 | project-audit-expert | project-audit | | 漏洞 | security-expert | security | | 里程碑 | project-coordinator | project-coordinator | | 流失预警 | customer-success-expert | customer-success | ## M | 关键词 | Skill | Output Style | |--------|-------|--------------| | Markdown | tech-writer-expert | tech-writer | | matplotlib | data-analyst-expert | data-analyst | | Mermaid | diagram-as-code-expert | diagram | | ML | ai-ml-expert | ai-ml-expert | | Mock | tester-expert | tester | | MVP | product-manager-expert | product-manager | | 慢 | performance-expert | performance | | 慢查询 | database-tuning-expert | database | | 免费增值 | growth-hacker | growth | | 面试 | tech-lead-mentor | mentor | | 内存泄漏 | debugger-expert | debugger | | 内存优化 | performance-expert | performance | | 满意度 | customer-success-expert | customer-success | | 毛利率 | finance-advisor | finance | ## N | 关键词 | Skill | Output Style | |--------|-------|--------------| | NaN | debugger-expert | debugger | | NestJS | backend-builder | backend | | Next.js | frontend-expert | frontend | | Nginx | devops-expert | devops | | NLP | ai-ml-expert | ai-ml-expert | | Node.js | backend-builder | backend | | null | debugger-expert | debugger | | numpy | data-analyst-expert | data-analyst | | Nuxt | frontend-expert | frontend | | 内容日历 | social-media-manager | social-media | | 内容营销 | growth-hacker | growth | | 新媒体 | social-media-manager | social-media | | NPS | customer-success-expert | customer-success | | NRR | customer-success-expert | customer-success | ## O | 关键词 | Skill | Output Style | |--------|-------|--------------| | 1on1 | tech-lead-mentor | mentor | | OAuth2 | api-integration-specialist | api-integration | | OIDC | api-integration-specialist | api-integration | | OKR | tech-lead-mentor | mentor | | on-call | sre-expert | sre | | ORM | backend-builder | backend | | OWASP | security-expert | security | | Onboarding | customer-success-expert | customer-success | ## P | 关键词 | Skill | Output Style | |--------|-------|--------------| | pandas | data-analyst-expert | data-analyst | | Pinia | frontend-expert | frontend | | Pinning Test | zero-defect-guardian | zero-defect | | PlantUML | diagram-as-code-expert | diagram | | Playwright | tester-expert | tester | | plotly | data-analyst-expert | data-analyst | | PR审查 | reviewer-expert | reviewer | | PRD | product-manager-expert | product-manager | | Prisma | backend-builder | backend | | prompt | prompt-optimizer | prompt-optimizer | | Prometheus | devops-expert | devops | | Puppeteer | tester-expert | tester | | PyTorch | ai-ml-expert | ai-ml-expert | | Python | backend-builder | backend | | 配色 | designer-expert | designer | | 平台工程 | architect-expert | architect | | 私域流量 | growth-hacker | growth | | 渗透测试 | security-expert | security | | 排期 | project-coordinator | project-coordinator | ## Q | 关键词 | Skill | Output Style | |--------|-------|--------------| | 全流程开发 | genesis-engine | genesis | | 全面检查 | project-audit-expert | project-audit | | 全面审计 | project-audit-expert | project-audit | | 前端 | frontend-expert | frontend | | 前端开发 | frontend-expert | frontend | | 前端页面 | frontend-expert | frontend | ## R | 关键词 | Skill | Output Style | |--------|-------|--------------| | RPA | browser-automation-expert | browser-automation | | RAG | ai-ml-expert | ai-ml-expert | | rebase | git-operation-master | git | | React | frontend-expert | frontend | | React Native | mobile-expert | mobile | | README | tech-writer-expert | tech-writer | | Redux | frontend-expert | frontend | | reflog | git-operation-master | git | | robots.txt | technical-seo-expert | seo | | 容器 | devops-expert | devops | | 正则表达式 | regex-shell-wizard | shell | | 容器安全 | devsecops-expert | devsecops | | 容量规划 | sre-expert | sre | | 融资材料 | business-plan-skill | investor | | 渲染优化 | performance-expert | performance | | RFM | sales-consultant | sales | | 燃尽图 | project-coordinator | project-coordinator | ## S | 关键词 | Skill | Output Style | |--------|-------|--------------| | Scraping | browser-automation-expert | browser-automation | | Stagehand | browser-automation-expert | browser-automation | | Stripe | api-integration-specialist | api-integration | | Sed | regex-shell-wizard | shell | | SEO | technical-seo-expert | seo | | sitemap | technical-seo-expert | seo | | SSO | api-integration-specialist | api-integration | | SWOT | industry-research-cn | industry-research | | Slogan | copywriter-expert | copywriter | | 审计项目 | project-audit-expert | project-audit | | 上线前检查 | project-audit-expert | project-audit | | 上线前审查 | project-audit-expert | project-audit | | SAST | devsecops-expert | devsecops | | seaborn | data-analyst-expert | data-analyst | | Sketch | designer-expert | designer | | SLA | sre-expert | sre | | SLI | sre-expert | sre | | SLO | sre-expert | sre | | SOLID | reviewer-expert | reviewer | | SolidJS | frontend-expert | frontend | | SonarQube | reviewer-expert | reviewer | | Spark | data-engineer-expert | data-engineer | | Spring Boot | backend-builder | backend | | SQL | backend-builder | backend | | SQL查询 | data-analyst-expert | data-analyst | | SQL注入 | security-expert | security | | SRE | sre-expert | sre | | SSG | frontend-expert | frontend | | SSR | frontend-expert | frontend | | SSRF | security-expert | security | | Svelte | frontend-expert | frontend | | Swift | mobile-expert | mobile | | 社交媒体 | social-media-manager | social-media | | 商业计划书 | business-plan-skill | investor | | 商业模式 | business-plan-skill | investor | | 设计稿 | designer-expert | designer | | 设计模式 | reviewer-expert | reviewer | | 设计系统 | designer-expert | designer | | 深度学习 | ai-ml-expert | ai-ml-expert | | 神经网络 | ai-ml-expert | ai-ml-expert | | 搜索引擎优化 | technical-seo-expert | seo | | 时序图 | diagram-as-code-expert | diagram | | 事故响应 | sre-expert | sre | | 视觉设计 | designer-expert | designer | | 市场调研 | industry-research-cn | industry-research | | 市场规模 | industry-research-cn | industry-research | | 索引优化 | database-tuning-expert | database | | 数据仓库 | data-engineer-expert | data-engineer | | 数据分析 | data-analyst-expert | data-analyst | | 数据工程 | data-engineer-expert | data-engineer | | 数据管道 | data-engineer-expert | data-engineer | | 数据湖 | data-engineer-expert | data-engineer | | 数据库 | backend-builder | backend | | 数据库设计 | architect-expert | architect | | 数据清洗 | data-analyst-expert | data-analyst | | 死锁 | debugger-expert | debugger | | 死锁 (DB) | database-tuning-expert | database | | SPIN | sales-consultant | sales | | Sprint | project-coordinator | project-coordinator | | Scrum | project-coordinator | project-coordinator | | 售后 | customer-success-expert | customer-success | | 商务邮件 | email-communicator | email | | 税务筹划 | finance-advisor | finance | | 销售 | sales-consultant | sales | | 销售漏斗 | sales-consultant | sales | ## T | 关键词 | Skill | Output Style | |--------|-------|--------------| | TAM | industry-research-cn | industry-research | | Tailwind | frontend-expert | frontend | | TanStack Query | frontend-expert | frontend | | Taro | miniprogram-expert | miniprogram | | TDD | tester-expert | tester | | TensorFlow | ai-ml-expert | ai-ml-expert | | Timeout | debugger-expert | debugger | | Transformer | ai-ml-expert | ai-ml-expert | | Trivy | devsecops-expert | devsecops | | TSX | frontend-expert | frontend | | TTFB | performance-expert | performance | | TypeScript前端 | frontend-expert | frontend | | 提示词 | prompt-optimizer | prompt-optimizer | | 团队管理 | tech-lead-mentor | mentor | | 调用链 | impact-analyst | impact | | 统计分析 | data-analyst-expert | data-analyst | | 团队拓扑 | architect-expert | architect | | 投资 | investor-review-guide | investor | | 投资评估 | investor-review-guide | investor | | 转化率 | growth-hacker | growth | | 提价 | pricing-strategist | pricing | | 谈单 | sales-consultant | sales | ## U | 关键词 | Skill | Output Style | |--------|-------|--------------| | UI设计 | designer-expert | designer | | undefined | debugger-expert | debugger | | uni-app | miniprogram-expert | miniprogram | | UX设计 | designer-expert | designer | | 用户画像(研究) | ux-researcher | ux-research | | 用户访谈 | ux-researcher | ux-research | | 用户旅程地图 | ux-researcher | ux-research | | 用户增长 | growth-hacker | growth | ## V | 关键词 | Skill | Output Style | |--------|-------|--------------| | VC | investor-review-guide | investor | | Vercel Edge | edge-computing-expert | edge-computing | | Vitest | tester-expert | tester | | Vue | frontend-expert | frontend | | 微调 | ai-ml-expert | ai-ml-expert | | 微服务 | architect-expert | architect | | 微信小程序 | miniprogram-expert | miniprogram | | 文档 | tech-writer-expert | tech-writer | | 问题排查 | debugger-expert | debugger | ## W | 关键词 | Skill | Output Style | |--------|-------|--------------| | Web Scraping | browser-automation-expert | browser-automation | | Webhook | api-integration-specialist | api-integration | | WebSocket | backend-builder | backend | | 微信支付 | api-integration-specialist | api-integration | | 微信(运营) | social-media-manager | social-media | | 文案 | copywriter-expert | copywriter | | 网页抓取 | browser-automation-expert | browser-automation | | 网页自动化 | browser-automation-expert | browser-automation | | WBS | project-coordinator | project-coordinator | | WTP | pricing-strategist | pricing | | 写邮件 | email-communicator | email | | 无损重构 | zero-defect-guardian | zero-defect | | wxss | miniprogram-expert | miniprogram | | wxml | miniprogram-expert | miniprogram | ## X | 关键词 | Skill | Output Style | |--------|-------|--------------| | XSS | security-expert | security | | 小程序 | miniprogram-expert | miniprogram | | 小红书 | social-media-manager | social-media | | 新项目 | genesis-engine | genesis | | 性能 | performance-expert | performance | | 性能优化 | performance-expert | performance | | 线框图 | designer-expert | designer | | 向量数据库 | ai-ml-expert | ai-ml-expert | | 需求 | product-manager-expert | product-manager | | 现金流 | finance-advisor | finance | | 续费 | customer-success-expert | customer-success | | 项目管理 | project-coordinator | project-coordinator | ## Y | 关键词 | Skill | Output Style | |--------|-------|--------------| | 云服务 | devops-expert | devops | | 云开发 | miniprogram-expert | miniprogram | | 云平台 | cloud-native-expert | cloud-native | | 云原生 | cloud-native-expert | cloud-native | | 影响范围 | impact-analyst | impact | | 依赖分析 | impact-analyst | impact | | 幂等性 | api-integration-specialist | api-integration | | 用户故事 | product-manager-expert | product-manager | | 用户画像 | product-manager-expert | product-manager | | 优化 | performance-expert | performance | | 优化提示词 | prompt-optimizer | prompt-optimizer | | 原型 | designer-expert | designer | | 预测 | data-analyst-expert | data-analyst | | 应收账款 | finance-advisor | finance | | 异议处理 | sales-consultant | sales | | 盈亏平衡 | finance-advisor | finance | ## Z | 关键词 | Skill | Output Style | |--------|-------|--------------| | Zustand | frontend-expert | frontend | | 支付对接 | api-integration-specialist | api-integration | | 支付宝小程序 | miniprogram-expert | miniprogram | | 知乎(运营) | social-media-manager | social-media | | 直接 | (当前技能简洁模式) | - | | 甘特图 | diagram-as-code-expert | diagram | | 重构 | reviewer-expert | reviewer | | 中文注释 | developer-expert | chinese-dev | | 中文文档 | developer-expert | chinese-dev | | 聚类 | data-analyst-expert | data-analyst | | 镜像 | devops-expert | devops | | 组件 | frontend-expert | frontend | | 组件开发 | frontend-expert | frontend | | 状态管理 | frontend-expert | frontend | | 自动填表 | browser-automation-expert | browser-automation | | 自动化测试 | tester-expert | tester | | 终极代码 | ultimate-code-expert | ultimate-code-expert-auto | | 双重审查 | ultimate-code-expert | ultimate-code-expert-auto | | 自动优化模式 | ultimate-code-expert | ultimate-code-expert-auto | | 高质量代码 | ultimate-code-expert | ultimate-code-expert-auto | | 生产级代码 | ultimate-code-expert | ultimate-code-expert-auto | | Deno Deploy | edge-computing-expert | edge-computing | | 全球部署 | edge-computing-expert | edge-computing | | 边缘函数 | edge-computing-expert | edge-computing | | 边缘数据库 | edge-computing-expert | edge-computing | | Turso | edge-computing-expert | edge-computing | | D1 | edge-computing-expert | edge-computing | | 爬虫 | browser-automation-expert | browser-automation | | 页面监控 | browser-automation-expert | browser-automation | | 怎么收费 | pricing-strategist | pricing | | 转介绍 | sales-consultant | sales | --- ## 快速查找 ### 按 Skill 反查关键词
frontend-expert React, Vue, Next.js, Nuxt, Svelte, SolidJS, 前端, 前端开发, 组件, 状态管理, Zustand, Pinia, Redux, Jotai, Tailwind, TypeScript前端, TSX, SSR, SSG, Hydration, TanStack Query
backend-builder 后端, API, 接口, Node.js, Express, Fastify, NestJS, Python, Django, FastAPI, Flask, Go, Gin, Java, Spring Boot, 数据库, SQL, ORM, Prisma, JWT, WebSocket, GraphQL, gRPC
ai-ml-expert AI, ML, 机器学习, 深度学习, 神经网络, PyTorch, TensorFlow, NLP, CV, LLM, 大模型, GPT, BERT, Transformer, RAG, Agent, LangChain, LlamaIndex, 微调, LoRA, Embedding, 向量数据库
debugger-expert Bug, 报错, Error, Exception, 崩溃, Crash, 调试, Debug, 问题排查, 超时, Timeout, 内存泄漏, 死锁, 404, 500, 502, 503, CORS, 跨域, 错误, 不工作, undefined, null, NaN
architect-expert 架构, 系统架构, 架构设计, 技术架构, 架构图, 技术选型, 技术战略, 数据库设计, 表结构, ER图, API设计, 微服务, 分布式, 高可用, DDD, CQRS, 领域驱动, CTO规划, 黄金路径, 平台工程, 团队拓扑
prompt-optimizer 提示词, 优化提示词, prompt, 改进提示词
legal-review-skill 合同审查, 法务审查, 法律审核, 合规审查, 法律风险
industry-research-cn 行业研究, 行业分析, 市场调研, 行业报告, 市场规模, 竞争格局, TAM, SWOT, 竞品分析, 用户细分
copywriter-expert 文案, 广告文案, 落地页文案, 品牌文案, Slogan, CTA, AIDA, PAS, FAB
social-media-manager 社交媒体, 新媒体, 内容日历, 内容营销, B站, 抖音(运营), 微信(运营), 知乎(运营), 小红书, KOL, KOC
growth-hacker 增长黑客, AARRR, 用户增长, 拉新, 裂变, 私域流量, CRO, 转化率, 免费增值, A/B测试(增长), 内容营销
technical-seo-expert SEO, 百度SEO, 搜索引擎优化, sitemap, robots.txt, JSON-LD
ux-researcher 用户访谈, 可用性测试, 用户画像(研究), 用户旅程地图
diagram-as-code-expert Mermaid, PlantUML, 时序图, 甘特图, 流程图, 架构图
git-operation-master Git冲突, rebase, reflog, cherry-pick, 分支管理, 版本回滚
api-integration-specialist API集成, API签名, OAuth2, OIDC, SSO, HMAC, Stripe, Webhook, 微信支付, 支付对接, 幂等性
database-tuning-expert Explain, 慢查询, 分库分表, 索引优化, 死锁 (DB)
regex-shell-wizard 正则表达式, Bash, Sed, Awk, Shell脚本, 批量替换
zero-defect-guardian 零缺陷, 防退化, 无损重构, Pinning Test, 安全修改
impact-analyst 影响范围, 爆炸半径, 依赖分析, 调用链, API 契约检查
tech-lead-mentor 团队管理, 晋升, 面试, 带人, 1on1, OKR
ultimate-code-expert 终极代码, 双重审查, 自动优化模式, 高质量代码, 生产级代码
browser-automation-expert Browserbase, 浏览器自动化, CDP, 数据采集, Headless, RPA, Scraping, Web Scraping, Stagehand, 网页抓取, 网页自动化, 自动填表, 爬虫, 页面监控
edge-computing-expert 边缘计算, Cloudflare Workers, Edge Functions, Vercel Edge, Deno Deploy, 全球部署, 边缘函数, 边缘数据库, Turso, D1
genesis-engine 创世纪引擎, 从0开发, 新项目, 全流程开发
customer-success-expert 客户成功, 客户支持, 售后, 工单, Onboarding, 续费, 流失预警, NPS, CSAT, NRR, Churn Rate, 满意度, Health Score
email-communicator 写邮件, 商务邮件, 冷邮件, 开发信, 跟进邮件, 催款, 道歉信, 会议纪要, 备忘录, BLUF
finance-advisor 记账, 报税, 现金流, 财务分析, 税务筹划, 应收账款, 毛利率, 盈亏平衡, 成本核算, 报价单
pricing-strategist 定价, 定价模型, 定价策略, 怎么收费, 订阅制, 按量计费, Freemium, 阶梯定价, 提价, WTP
project-coordinator 项目管理, 排期, WBS, Sprint, Scrum, 看板, 里程碑, 进度跟踪, 风险管理, 燃尽图
sales-consultant 销售, 谈单, 客户开发, CRM, 销售漏斗, 成交率, 客户分层, RFM, SPIN, 转介绍, 异议处理, 报价谈判
--- *最后更新: 2026-02-20 | 总关键词数: 370+ | 覆盖 Skill: 50/50*