antigravity-awesome-skills
按分类汇总 antigravity-awesome-skills 技能，便于查找与筛选
Steven系列 - Tools系列
目录
技能目录
生成于：2026-02-08T00:00:00.000Z
技能总数：968
架构 (67)
| 技能 | 描述 | 标签 | 触发词 |
|---|---|---|---|
angular | 现代 Angular (v20+) 专家，精通 Signals、独立组件、Zoneless 应用、SSR/水合与响应式模式。 | angular | angular, v20, deep, knowledge, signals, standalone, components, zoneless, applications, ssr, hydration, reactive |
angular-state-management | 掌握 Angular 现代状态管理（Signals、NgRx、RxJS）。适用于配置全局状态、管理组件 store、在状态方案间选型。 | angular, state | angular, state, signals, ngrx, rxjs, setting, up, global, managing, component, stores, choosing |
apify-audience-analysis | 分析 Facebook、Instagram、YouTube、TikTok 上的受众人口、偏好、行为与互动质量。 | apify, audience | apify, audience, analysis, understand, demographics, preferences, behavior, engagement, quality, facebook, instagram, youtube |
architect-review | 精通现代架构的软件架构师 | architect, review, software, specializing, architecture | |
architecture | 架构决策框架：需求分析、权衡评估、ADR 文档。适用于做架构决策或分析系统设计。 | architecture | architecture, architectural, decision, making, framework, requirements, analysis, trade, off, evaluation, adr, documentation |
architecture-decision-records | 按最佳实践编写与维护架构决策记录（ADR）及技术决策文档。适用于记录重要技术决策。 | architecture, decision, records | architecture, decision, records, write, maintain, adrs, following, technical, documentation, documenting, significant, decisions |
avalonia-viewmodels-zafiro | 使用 Zafiro 与 ReactiveUI 的 Avalonia ViewModel 与向导创建模式。 | avalonia, viewmodels, zafiro | avalonia, viewmodels, zafiro, optimal, viewmodel, wizard, creation, reactiveui |
bash-linux | Bash/Linux 终端用法：常用命令、管道、错误处理、脚本。适用于在 macOS 或 Linux 上工作。 | bash, linux | bash, linux, terminal, critical, commands, piping, error, handling, scripting, working, macos |
bash-scripting | 编写生产级 shell 脚本的流程：防御式写法、错误处理与测试。 | bash, scripting | bash, scripting, creating, shell, scripts, defensive, error, handling, testing |
binary-analysis-patterns | 掌握二进制分析：反汇编、反编译、控制流分析与代码模式识别。适用于分析可执行文件、理解编译结果。 | binary | binary, analysis, including, disassembly, decompilation, control, flow, code, recognition, analyzing, executables, understanding |
brainstorming | 在创意或建设性工作（功能、架构、行为）前使用。通过有纪律的推理与协作把模糊想法变成可验证设计。 | brainstorming | brainstorming, before, creative, constructive, work, features, architecture, behavior, transforms, vague, ideas, validated |
browser-extension-builder | 构建解决实际问题的浏览器扩展（Chrome、Firefox、跨浏览器）。涵盖扩展架构、Manifest v3、内容脚本等。 | browser, extension, builder | browser, extension, builder, building, extensions, solve, real, problems, chrome, firefox, cross, covers |
c4-architecture-c4-architecture | 用自底向上分析为现有仓库/代码库生成完整 C4 架构文档。 | c4, architecture | c4, architecture, generate, documentation, existing, repository, codebase, bottom, up, analysis, approach |
c4-code | C4 代码级文档专家。分析代码目录，产出包含函数签名、参数、依赖与结构的 C4 代码级文档。 | c4, code | c4, code, level, documentation, analyzes, directories, including, function, signatures, arguments, dependencies, structure |
c4-component | C4 组件级文档专家。将 C4 代码级文档综合为组件级架构，定义组件边界、接口与关系。 | c4, component | c4, component, level, documentation, synthesizes, code, architecture, defining, boundaries, interfaces, relationships |
c4-container | C4 容器级文档专家。 | c4, container | c4, container, level, documentation |
c4-context | C4 上下文级文档专家。创建高层系统上下文图，记录角色、用户旅程、系统能力与外部依赖。 | c4 | c4, context, level, documentation, creates, high, diagrams, documents, personas, user, journeys, features |
calendly-automation | 通过 Rube MCP (Composio) 自动化 Calendly：日程、活动、受邀人、可用性、组织管理。使用前请先搜索工具。 | calendly | calendly, automation, automate, scheduling, event, invitee, tracking, availability, checks, organization, administration, via |
cloudformation-best-practices | CloudFormation 模板优化、嵌套栈、漂移检测与生产就绪模式。适用于编写或审查 CF 模板。 | cloudformation, best, practices | cloudformation, best, practices, optimization, nested, stacks, drift, detection, writing, reviewing, cf |
code-refactoring-refactor-clean | 代码重构专家：清洁代码、SOLID、现代软件工程最佳实践。分析与重构给定代码以提升可读性与可维护性。 | code, refactoring, refactor, clean | code, refactoring, refactor, clean, specializing, principles, solid, software, engineering, analyze, provided, improve |
codebase-cleanup-refactor-clean | 代码重构专家：清洁代码、SOLID、现代软件工程最佳实践。分析与重构代码库以提升质量。 | codebase, cleanup, refactor, clean | codebase, cleanup, refactor, clean, code, refactoring, specializing, principles, solid, software, engineering, analyze |
context-degradation | 识别上下文失效模式：lost-in-middle、毒化、干扰与冲突。 | degradation | degradation, context, recognize, failure, lost, middle, poisoning, distraction, clash |
core-components | 核心组件库与设计系统模式。适用于构建 UI、使用设计 token 或与组件库协作。 | core, components | core, components, component, library, building, ui, tokens, working |
cqrs-implementation | 实现 CQRS（命令查询职责分离）以支撑可扩展架构。适用于读写模型分离、查询优化或事件溯源。 | cqrs | cqrs, command, query, responsibility, segregation, scalable, architectures, separating, read, write, models, optimizing |
ddd-context-mapping | 用 DDD 上下文映射刻画限界上下文间关系并定义集成契约。 | [ddd, context-map, anti-corruption-layer, integration] | [ddd, context-map, anti-corruption-layer, integration], ddd, context, mapping, map, relationships, between, bounded, contexts |
ddd-strategic-design | 设计 DDD 战略制品：子域、限界上下文与通用语言，用于复杂业务域。 | [ddd, strategic-design, bounded-context, ubiquitous-language] | [ddd, strategic-design, bounded-context, ubiquitous-language], ddd, strategic, artifacts, including, subdomains, bounded, contexts, ubiquitous |
ddd-tactical-patterns | 在代码中应用 DDD 战术模式：实体、值对象、聚合、仓储与领域事件，并保持显式不变式。 | [ddd, tactical, aggregates, value-objects, domain-events] | [ddd, tactical, aggregates, value-objects, domain-events], ddd, apply, code, entities, value, objects, repositories |
doc-coauthoring | 引导用户按结构化流程共同撰写文档。适用于用户要写文档、提案、技术规格或决策说明时。 | doc, coauthoring | doc, coauthoring, users, through, structured, co, authoring, documentation, user, wants, write, proposals |
docs-architect | 从现有代码库生成完整技术文档。分析架构、设计模式与实现细节，产出长篇手册与电子书。 | docs | docs, architect, creates, technical, documentation, existing, codebases, analyzes, architecture, details, produce, long |
domain-driven-design | 规划与路由 DDD 工作：从战略建模到战术实现与事件化架构。 | [ddd, domain, bounded-context, architecture] | [ddd, domain, bounded-context, architecture], driven, plan, route, work, strategic, modeling, tactical, evented |
elixir-pro | 编写地道 Elixir：OTP、监督树、Phoenix LiveView。精通并发、容错与分布式系统。 | elixir | elixir, pro, write, idiomatic, code, otp, supervision, trees, phoenix, liveview, masters, concurrency |
error-detective | 在日志与代码库中查找错误模式、堆栈与异常，跨系统关联并定位根因。 | error, detective | error, detective, search, logs, codebases, stack, traces, anomalies, correlates, errors, identifies, root |
error-handling-patterns | 掌握多语言错误处理：异常、Result 类型、错误传播与优雅降级，以构建弹性应用。 | error, handling | error, handling, languages, including, exceptions, result, types, propagation, graceful, degradation, resilient, applications |
event-sourcing-architect | 事件溯源、CQRS 与事件驱动架构专家。精通事件存储设计、投影构建、Saga 编排与最终一致性。 | event, sourcing | event, sourcing, architect, cqrs, driven, architecture, masters, store, projection, building, saga, orchestration |
event-store-design | 为事件溯源系统设计与实现事件存储。适用于建设事件溯源基础设施、选型或实现持久化。 | event, store | event, store, stores, sourced, building, sourcing, infrastructure, choosing, technologies, implementing, persistence |
game-development/multiplayer | 多人游戏开发原则：架构、网络与同步。 | game, development/multiplayer | game, development/multiplayer, multiplayer, development, principles, architecture, networking, synchronization |
godot-gdscript-patterns | 掌握 Godot 4 GDScript：信号、场景、状态机与优化。适用于做 Godot 游戏、实现游戏系统或学习 GDScript。 | godot, gdscript | godot, gdscript, including, signals, scenes, state, machines, optimization, building, games, implementing, game |
hig-inputs | Apple HIG 输入与交互：手势、Apple Pencil、键盘、游戏手柄、指针、Digital Crown、眼动追踪等。 | hig, inputs | hig, inputs, apple, guidance, input, methods, interaction, gestures, pencil, keyboards, game, controllers |
hig-patterns | Apple 人机界面指南中的交互与 UX 模式。 | hig | hig, apple, human, interface, guidelines, interaction, ux |
i18n-localization | 国际化与本地化：发现硬编码字符串、管理翻译与 locale 文件、RTL 支持。 | i18n, localization | i18n, localization, internationalization, detecting, hardcoded, strings, managing, translations, locale, files, rtl |
inngest | Inngest 专家：无服务器优先的后台任务、事件驱动工作流与持久执行，无需自管队列或 Worker。适用于 inngest、无服务器后台任务等。 | inngest | inngest, serverless, first, background, jobs, event, driven, durable, execution, without, managing, queues |
kotlin-coroutines-expert | Kotlin 协程与 Flow 专家模式：结构化并发、错误处理与测试。 | kotlin, coroutines | kotlin, coroutines, flow, covering, structured, concurrency, error, handling, testing |
monorepo-architect | 单仓架构、构建系统与依赖管理专家。精通 Nx、Turborepo、Bazel、Lerna，支撑多项目开发。 | monorepo | monorepo, architect, architecture, dependency, scale, masters, nx, turborepo, bazel, lerna, efficient, multi |
multi-agent-patterns | 掌握编排器、对等与分层多智能体架构。 | multi, agent | multi, agent, orchestrator, peer, hierarchical, architectures |
nerdzao-elite | 高级精英软件工程师（15+ 年）与高级产品设计。全流程：规划、架构、TDD、清洁代码与像素级 UX 校验。 | nerdzao, elite | nerdzao, elite, senior, software, engineer, 15, product, designer, full, planning, architecture, tdd |
nx-workspace-patterns | 配置与优化 Nx 单仓工作区。适用于搭建 Nx、配置项目边界、优化构建缓存或实现 affected 命令。 | nx, workspace | nx, workspace, configure, optimize, monorepo, workspaces, setting, up, configuring, boundaries, optimizing, caching |
on-call-handoff-patterns | 掌握值班交接：上下文传递、升级流程与文档。适用于交接值班、记录交接摘要或改进值班流程。 | on, call, handoff | on, call, handoff, shift, handoffs, context, transfer, escalation, procedures, documentation, transitioning, responsibilities |
parallel-agents | 多智能体编排。适用于可并行、无共享状态的多个任务，或需要多视角综合分析时。 | parallel, agents | parallel, agents, multi, agent, orchestration, multiple, independent, tasks, run, different, domain, expertise |
powershell-windows | PowerShell 与 Windows 用法：常见坑、运算符与错误处理。 | powershell, windows | powershell, windows, critical, pitfalls, operator, syntax, error, handling |
production-code-audit | 自主逐行深度扫描代码库，理解架构与模式，并系统性地将其提升为生产级、企业级质量。 | production, code, audit | production, code, audit, autonomously, deep, scan, entire, codebase, line, understand, architecture, then |
projection-patterns | 从事件流构建读模型与投影。适用于实现 CQRS 读端、物化视图或优化查询性能。 | projection | projection, read, models, projections, event, streams, implementing, cqrs, sides, building, materialized, views |
prompt-engineering | 提示工程模式、最佳实践与优化技巧。适用于改进提示、学习策略或调试智能体行为。 | prompt, engineering | prompt, engineering, optimization, techniques, user, wants, improve, prompts, learn, prompting, debug, agent |
radix-ui-design-system | 用 Radix UI 原语构建无障碍设计系统：无头组件定制、主题策略与复合组件模式，达到生产级组件库。 | radix, ui | radix, ui, accessible, primitives, headless, component, customization, theming, compound, grade, libraries |
saga-orchestration | 实现 Saga 模式以支撑分布式事务与跨聚合工作流。适用于协调多步业务流程、补偿事务或长时运行。 | saga | saga, orchestration, distributed, transactions, cross, aggregate, coordinating, multi, step, business, processes, handling |
salesforce-development | Salesforce 平台开发专家：Lightning Web Components (LWC)、Apex 触发器与类、REST/Bulk API、Connected Apps 等。 | salesforce | salesforce, development, platform, including, lightning, web, components, lwc, apex, triggers, classes, rest |
skill-developer | 按 Anthropic 最佳实践创建与管理 Claude Code 技能。适用于新建技能、修改 skill-rules.json、理解触发模式等。 | skill | skill, developer, claude, code, skills, following, anthropic, creating, new, modifying, rules, json |
software-architecture | 以质量为核心的软件架构指南。适用于用户要写代码、设计架构、分析代码等与开发相关的情形。 | software, architecture | software, architecture, quality, skill, should, used, users, want, write, code, analyze, any |
tailwind-design-system | 用 Tailwind CSS、设计 token、组件库与响应式模式构建可扩展设计系统。适用于创建组件库、实现或统一 UI。 | tailwind | tailwind, scalable, css, tokens, component, libraries, responsive, creating, implementing, standardizing, ui |
tailwind-patterns | Tailwind CSS v4 原则：CSS 优先配置、容器查询、现代模式与设计 token 架构。 | tailwind | tailwind, css, v4, principles, first, configuration, container, queries, token, architecture |
testing-patterns | Jest 测试模式、工厂函数、Mock 策略与 TDD 流程。适用于写单元测试、建测试工厂或遵循 TDD 红绿重构。 | testing, jest, factory, functions, mocking, tdd, writing, unit, tests, creating, test, factories | |
tool-design | 设计智能体可高效使用的工具，包括架构精简模式。 | agents, effectively, including, architectural, reduction | |
unreal-engine-cpp-pro | Unreal Engine 5.x C++ 专家：UObject 规范、性能模式与最佳实践。 | unreal, engine, cpp | unreal, engine, cpp, pro, development, covering, uobject, hygiene, performance |
wcag-audit-patterns | 开展 WCAG 2.2 无障碍审计：自动化测试、人工核查与修复建议。适用于审计网站无障碍、修复违规或实现无障碍。 | wcag, audit | wcag, audit, conduct, accessibility, audits, automated, testing, manual, verification, remediation, guidance, auditing |
wordpress-theme-development | WordPress 主题开发流程：主题架构、模板层级、自定义文章类型、区块编辑器与响应式设计。 | wordpress, theme | wordpress, theme, development, covering, architecture, hierarchy, custom, post, types, block, editor, responsive |
workflow-orchestration-patterns | 用 Temporal 设计分布式系统中的持久工作流。涵盖工作流与活动分离、Saga、状态管理与确定性约束。 | orchestration, durable, temporal, distributed, covers, vs, activity, separation, saga, state, determinism, constraints | |
workflow-patterns | 在按 Conductor 的 TDD 工作流执行任务、处理阶段检查点、管理任务的 git 提交或理解验证协议时使用。 | skill, implementing, tasks, according, conductor, tdd, handling, phase, checkpoints, managing, git, commits | |
zapier-make-patterns | 无代码自动化（Zapier、Make/原 Integromat）让非开发者也能搭建工作流。本技能覆盖设计、可靠性与可维护性。 | zapier, make | zapier, make, no, code, automation, democratizes, building, formerly, integromat, let, non, developers |
商业/业务 (43)
| 技能 | 描述 | 标签 | 触发词 |
|---|---|---|---|
apify-competitor-intelligence | 分析 Google Maps、Booking.com、Facebook、Instagram、YouTube、TikTok 上的竞品策略、内容、定价、广告与市场定位。 | apify, competitor, intelligence | apify, competitor, intelligence, analyze, content, pricing, ads, market, positioning, google, maps, booking |
apify-market-research | 分析 Google Maps、Facebook、Instagram、Booking.com 等平台上的市场状况、地域机会、定价、消费者行为与产品验证。 | apify, market, research | apify, market, research, analyze, conditions, geographic, opportunities, pricing, consumer, behavior, product, validation |
competitive-landscape | 当用户要求「分析竞品」「评估竞争格局」「识别差异化」「评估市场定位」等时使用。 | competitive, landscape | competitive, landscape, skill, should, used, user, asks, analyze, competitors, assess, identify, differentiation |
competitor-alternatives | 当用户要创建竞品对比或替代方案页以用于 SEO 与销售赋能时使用；也适用于「替代页」「vs 页」等表述。 | competitor, alternatives | competitor, alternatives, user, wants, comparison, alternative, pages, seo, sales, enablement, mentions, page |
conductor-setup | 用 Conductor 制品初始化项目（产品定义、技术栈、工作流、风格指南）。 | conductor, setup | conductor, setup, initialize, artifacts, product, definition, tech, stack, style, guides |
content-creator | 创建 SEO 优化的营销内容并保持统一品牌声音。含品牌声音分析、SEO 优化、内容框架与社媒模板。 | content, creator | content, creator, seo, optimized, marketing, consistent, brand, voice, includes, analyzer, optimizer, frameworks |
context-driven-development | 在运用 Conductor 的上下文驱动开发、管理项目上下文制品或理解 product.md、tech-stack.md 等关系时使用。 | driven | driven, context, development, skill, working, conductor, methodology, managing, artifacts, understanding, relationship, between |
copy-editing | 当用户要编辑、审阅或改进现有营销文案时使用；也适用于「改这段文案」「审阅我的文案」「文案反馈」等。 | copy, editing | copy, editing, user, wants, edit, review, improve, existing, marketing, mentions, my, feedback |
copywriting | 撰写严谨、以转化为导向的落地页与邮件营销文案。强制确认需求与禁止虚构。 | copywriting | copywriting, write, rigorous, conversion, marketing, copy, landing, pages, emails, enforces, brief, confirmation |
deep-research | 使用 Google Gemini Deep Research Agent 执行自主多步研究。适用于市场分析、竞品梳理、文献综述、技术调研、尽调等。 | deep, research | deep, research, execute, autonomous, multi, step, google, gemini, agent, market, analysis, competitive |
defi-protocol-templates | 用生产就绪模板实现 DeFi 协议：质押、AMM、治理与借贷。适用于构建去中心化金融应用或智能合约协议。 | defi, protocol | defi, protocol, protocols, staking, amms, governance, lending, building, decentralized, finance, applications, smart |
email-systems | 邮件是 ROI 最高的营销渠道之一。本技能覆盖个性化、送达率与生命周期邮件策略。 | email, highest, roi, any, marketing, channel, 36, every, spent, yet, most, startups | |
employment-contract-templates | 按法律最佳实践创建劳动合同、录用函与 HR 政策文档。适用于起草雇佣协议、制定 HR 政策或标准化雇佣文件。 | employment, contract | employment, contract, contracts, offer, letters, hr, policy, documents, following, legal, drafting, agreements |
framework-migration-legacy-modernize | 用绞杀者无花果模式编排遗留系统现代化，在保持业务连续的前提下逐步替换过时组件。 | framework, migration, legacy, modernize | framework, migration, legacy, modernize, orchestrate, modernization, strangler, fig, enabling, gradual, replacement, outdated |
free-tool-strategy | 当用户要规划、评估或为营销目的（获客、SEO、品牌认知）打造免费工具时使用；也适用于「工程即营销」等表述。 | free | free, user, wants, plan, evaluate, marketing, purposes, lead, generation, seo, value, brand |
hr-pro | 专业、合规的 HR 伙伴：招聘、入职/离职、PTO 与请假、绩效、合规政策与员工关系。 | hr | hr, pro, professional, ethical, partner, hiring, onboarding, offboarding, pto, leave, performance, compliant |
linkedin-cli | 通过 CLI 自动化 LinkedIn：拉取资料、搜索人/公司、发消息、管理联系人、发帖与 Sales Navigator。 | linkedin, cli | linkedin, cli, automating, via, fetch, profiles, search, people, companies, send, messages, connections |
local-legal-seo-audit | 审计并改进律所、律师、法证专家及法律/专业服务站的本地 SEO，侧重 GBP、目录与 E-E-A-T。 | local, legal, seo, audit | local, legal, seo, audit, improve, law, firms, attorneys, forensic, experts, professional, sites |
market-sizing-analysis | 当用户要求「计算 TAM」「确定 SAM」「估计 SOM」「市场规模」「市场机会」或做市场体量分析时使用。 | market, sizing | market, sizing, analysis, skill, should, used, user, asks, calculate, tam, determine, sam |
marketing-ideas | 为 SaaS 与软件产品提供经验证的营销策略与增长思路，并按营销可行性评分排序。 | marketing, ideas | marketing, ideas, provide, proven, growth, saas, software, products, prioritized, feasibility, scoring |
marketing-psychology | 将行为科学与心智模型应用于营销决策，按心理杠杆与可行性评分排序。 | marketing, psychology | marketing, psychology, apply, behavioral, science, mental, models, decisions, prioritized, psychological, leverage, feasibility |
notion-template-business | 将 Notion 模板做成可持续数字产品业务的专家。涵盖模板设计、定价、市场与销售。 | notion, business | notion, business, building, selling, just, making, sustainable, digital, product, covers, pricing, marketplaces |
pricing-strategy | 基于价值、客户支付意愿与增长目标设计定价、包装与变现策略。 | pricing | pricing, packaging, monetization, value, customer, willingness, pay, growth, objectives |
sales-automator | 起草冷邮件、跟进与提案模板；创建定价页、案例与销售话术。主动用于销售外联或线索培育。 | sales, automator | sales, automator, draft, cold, emails, follow, ups, proposal, creates, pricing, pages, case |
screenshots | 用 Playwright 生成应用营销截图。适用于 Product Hunt、社媒、落地页或文档所需截图。 | screenshots | screenshots, generate, marketing, app, playwright, user, wants, product, hunt, social, media, landing |
scroll-experience | 构建沉浸式滚动体验专家：视差叙事、滚动动效、互动叙事与电影感网页体验（如 NY Times 互动、Apple 产品页）。 | scroll, experience | scroll, experience, building, immersive, driven, experiences, parallax, storytelling, animations, interactive, narratives, cinematic |
seo-audit | 诊断并审计影响抓取、索引、排名与自然流量的 SEO 问题。 | seo, audit | seo, audit, diagnose, issues, affecting, crawlability, indexation, rankings, organic, performance |
seo-cannibalization-detector | 分析多篇页面识别关键词重叠与潜在蚕食，并给出差异化策略。在审阅相似内容时建议主动使用。 | seo, cannibalization, detector | seo, cannibalization, detector, analyzes, multiple, provided, pages, identify, keyword, overlap, potential, issues |
seo-content-auditor | 分析内容质量、E-E-A-T 信号与 SEO 最佳实践，打分并给出改进建议。 | seo, content, auditor | seo, content, auditor, analyzes, provided, quality, signals, scores, provides, improvement, recommendations, established |
seo-content-planner | 创建 SEO 内容大纲与主题簇、规划内容日历并识别主题缺口。主动用于内容策略与规划。 | seo, content, planner | seo, content, planner, creates, outlines, topic, clusters, plans, calendars, identifies, gaps, proactively |
seo-content-refresher | 识别内容中的过时元素并建议更新以保持新鲜度；找出需更新的数据、日期与案例。主动用于旧内容。 | seo, content, refresher | seo, content, refresher, identifies, outdated, elements, provided, suggests, updates, maintain, freshness, finds |
seo-content-writer | 根据关键词与选题简报撰写 SEO 优化、有吸引力且完整的内容。主动用于内容创作。 | seo, content, writer | seo, content, writer, writes, optimized, provided, keywords, topic, briefs, creates, engaging, following |
seo-fundamentals | SEO 核心原则：E-E-A-T、Core Web Vitals、技术基础、内容质量及现代搜索引擎如何评估页面。 | seo, fundamentals | seo, fundamentals, core, principles, including, web, vitals, technical, foundations, content, quality, how |
seo-keyword-strategist | 分析内容中的关键词使用、密度，建议语义变体与 LSI 关键词并防止过度优化。主动用于内容优化。 | seo, keyword, strategist | seo, keyword, strategist, analyzes, usage, provided, content, calculates, density, suggests, semantic, variations |
seo-meta-optimizer | 按字符限制与最佳实践创建优化的 meta 标题、描述与 URL 建议，生成有吸引力的关键词元数据。主动用于新内容。 | seo, meta, optimizer | seo, meta, optimizer, creates, optimized, titles, descriptions, url, suggestions, character, limits, generates |
seo-snippet-hunter | 将内容格式化为符合精选摘要与 SERP 特性。按最佳实践创建摘要优化内容块。主动用于问答类内容。 | seo, snippet, hunter | seo, snippet, hunter, formats, content, eligible, featured, snippets, serp, features, creates, optimized |
seo-structure-architect | 分析并优化内容结构（标题层级、Schema 标记、内链机会），创建利于搜索的内容组织。 | seo, structure | seo, structure, architect, analyzes, optimizes, content, including, header, hierarchy, suggests, schema, markup |
startup-analyst | 初创企业商业分析专家：市场体量、财务建模、竞品分析与早期公司战略规划。 | startup, analyst | startup, analyst, business, specializing, market, sizing, financial, modeling, competitive, analysis, strategic, planning |
startup-business-analyst-business-case | 生成面向投资者的完整商业案例文档：市场、方案、财务与策略。 | startup, business, analyst, case | startup, business, analyst, case, generate, investor, document, market, solution, financials |
startup-business-analyst-financial-projections | 创建 3–5 年详细财务模型：收入、成本、现金流与情景。 | startup, business, analyst, financial, projections | startup, business, analyst, financial, projections, detailed, year, model, revenue, costs, cash, flow |
startup-business-analyst-market-opportunity | 生成含 TAM/SAM/SOM 计算的完整市场机会分析。 | startup, business, analyst, market, opportunity | startup, business, analyst, market, opportunity, generate, analysis, tam, sam, som, calculations |
startup-financial-modeling | 当用户要求「做财务预测」「建财务模型」「预测收入」「算 burn rate」「估 runway」「建现金流模型」等时使用。 | startup, financial, modeling | startup, financial, modeling, skill, should, used, user, asks, projections, model, forecast, revenue |
whatsapp-automation | 通过 Rube MCP (Composio) 自动化 WhatsApp Business：发消息、管理模板、上传媒体、管理联系人。使用前请先搜索工具。 | whatsapp, automation, automate, business, tasks, via, rube, mcp, composio, send, messages, upload |
数据与 AI (177)
| 技能 | 描述 | 标签 | 触发词 |
|---|---|---|---|
agent-framework-azure-ai-py | 使用 Microsoft Agent Framework Python SDK (agent-framework-azure-ai) 构建 Azure AI Foundry 智能体。适用于创建持久智能体、托管工具等。 | agent, framework, azure, ai, py | agent, framework, azure, ai, py, foundry, agents, microsoft, python, sdk, creating, persistent |
agent-memory-mcp | 为 AI 智能体提供持久、可检索知识管理的混合记忆系统（架构、模式、决策）。 | agent, memory, mcp | agent, memory, mcp, hybrid, provides, persistent, searchable, knowledge, ai, agents, architecture, decisions |
agent-tool-builder | 工具是 AI 智能体与外界交互的方式。本技能涵盖工具设计，区分可用智能体与幻觉、静默失败或高 token 成本。 | agent, builder | agent, builder, how, ai, agents, interact, world, well, designed, difference, between, works |
agentfolio | 使用 AgentFolio 目录发现与研究自主 AI 智能体、工具与生态。 | agentfolio | agentfolio, skill, discovering, researching, autonomous, ai, agents, ecosystems, directory |
agents-v2-py | 使用 Azure AI Projects SDK (ImageBasedHostedAgentDefinition) 构建基于容器的 Foundry 智能体。适用于在 Azure AI Foundry 中创建自定义容器镜像的托管智能体。 | agents, v2, py | agents, v2, py, container, foundry, azure, ai, sdk, imagebasedhostedagentdefinition, creating, hosted, custom |
ai-agent-development | AI 智能体开发流程：自主智能体、多智能体系统与 CrewAI、LangGraph 及自定义智能体编排。 | ai, agent | ai, agent, development, building, autonomous, agents, multi, orchestration, crewai, langgraph, custom |
ai-agents-architect | 设计与构建自主 AI 智能体专家。精通工具使用、记忆系统、规划策略与多智能体编排。适用于构建智能体、工具等。 | ai, agents | ai, agents, architect, designing, building, autonomous, masters, memory, planning, multi, agent, orchestration |
ai-engineer | 构建生产级 LLM 应用、高级 RAG 与智能体。实现向量搜索、多模态 AI、智能体编排与企业 AI 集成。 | ai | ai, engineer, llm, applications, rag, intelligent, agents, implements, vector, search, multimodal, agent |
ai-ml | AI 与机器学习流程：LLM 应用开发、RAG、智能体架构、ML 管道与 AI 功能。 | ai, ml | ai, ml, machine, learning, covering, llm, application, development, rag, agent, architecture, pipelines |
ai-product | 产品都将 AI 化。本技能覆盖 LLM 集成、RAG 架构、提示与生产化，避免只做出在线上崩掉的 demo。 | ai, product | ai, product, every, powered, question, whether, ll, right, ship, demo, falls, apart |
ai-wrapper-product | 将 AI API（OpenAI、Anthropic 等）封装成用户愿意付费的聚焦产品专家。不止「另一个 ChatGPT」——用 AI 解决具体问题。 | ai, wrapper, product | ai, wrapper, product, building, products, wrap, apis, openai, anthropic, etc, people, pay |
analytics-tracking | 设计、审计并改进分析追踪系统，产出可靠、可用于决策的数据。 | analytics, tracking | analytics, tracking, audit, improve, produce, reliable, decision, data |
angular-ui-patterns | 现代 Angular UI 模式：加载态、错误处理与数据展示。适用于构建 UI 组件、处理异步数据或管理组件状态。 | angular, ui | angular, ui, loading, states, error, handling, data, display, building, components, async, managing |
api-documenter | 掌握 OpenAPI 3.1、AI 辅助工具与现代化开发者体验的 API 文档。创建交互文档、生成 SDK、建设开发者门户。 | api, documenter | api, documenter, documentation, openapi, ai, powered, developer, experience, interactive, docs, generate, sdks |
apify-content-analytics | 在 Instagram、Facebook、YouTube、TikTok 上追踪互动指标、衡量活动 ROI 与分析内容表现。 | apify, content, analytics | apify, content, analytics, track, engagement, metrics, measure, campaign, roi, analyze, performance, instagram |
apify-ecommerce | 抓取电商数据用于定价情报、客户评论与卖家发现（Amazon、Walmart、eBay、IKEA 及 50+ 市场）。适用于价格监控、竞品等。 | apify, ecommerce | apify, ecommerce, scrape, commerce, data, pricing, intelligence, customer, reviews, seller, discovery, amazon |
apify-ultimate-scraper | 通用 AI 驱动网页抓取，支持 Instagram、Facebook、TikTok、YouTube、Google Maps、Google Search、Google Trends、Booking 等。 | apify, ultimate, scraper | apify, ultimate, scraper, universal, ai, powered, web, any, platform, scrape, data, instagram |
appdeploy | 部署含后端 API、数据库与文件存储的 Web 应用。适用于用户要求部署或发布网站/Web 应用并需要公网 URL 时。使用 HTTP API。 | appdeploy | appdeploy, deploy, web, apps, backend, apis, database, file, storage, user, asks, publish |
audio-transcriber | 将录音转为带智能摘要的 Markdown 文档，使用 LLM 集成。 | [audio, transcription, whisper, meeting-minutes, speech-to-text] | [audio, transcription, whisper, meeting-minutes, speech-to-text], audio, transcriber, transform, recordings, professional, markdown, documentation |
autonomous-agent-patterns | 构建自主编程智能体的设计模式：工具集成、权限、浏览器自动化与人机回环。适用于构建 AI 智能体、设计工具等。 | autonomous, agent | autonomous, agent, building, coding, agents, covers, integration, permission, browser, automation, human, loop |
autonomous-agents | 自主智能体是可独立分解目标、规划动作、执行工具并自我纠错的 AI 系统。本技能涵盖能力与可靠性挑战。 | autonomous, agents | autonomous, agents, ai, independently, decompose, goals, plan, actions, execute, self, correct, without |
azure-ai-agents-persistent-dotnet | Azure AI Agents Persistent SDK for .NET。用于创建与管理带线程、消息、运行与工具的 AI 智能体的底层 SDK。 | azure, ai, agents, persistent, dotnet | azure, ai, agents, persistent, dotnet, sdk, net, low, level, creating, managing, threads |
azure-ai-agents-persistent-java | Azure AI Agents Persistent SDK for Java。用于创建与管理带线程、消息、运行与工具的 AI 智能体的底层 SDK。 | azure, ai, agents, persistent, java | azure, ai, agents, persistent, java, sdk, low, level, creating, managing, threads, messages |
azure-ai-contentsafety-java | 使用 Azure AI Content Safety Java SDK 构建内容审核应用。适用于文本/图像分析、屏蔽列表或有害检测。 | azure, ai, contentsafety, java | azure, ai, contentsafety, java, content, moderation, applications, safety, sdk, implementing, text, image |
azure-ai-contentsafety-py | Azure AI Content Safety Python SDK。用于检测文本与图像中的有害内容，支持多严重级别分类。 | azure, ai, contentsafety, py | azure, ai, contentsafety, py, content, safety, sdk, python, detecting, harmful, text, images |
azure-ai-contentsafety-ts | 使用 Azure AI Content Safety (@azure-rest/ai-content-safety) 分析文本与图像有害内容。适用于 UGC 审核、仇恨/暴力/色情检测等。 | azure, ai, contentsafety, ts | azure, ai, contentsafety, ts, analyze, text, images, harmful, content, safety, rest, moderating |
azure-ai-contentunderstanding-py | Azure AI Content Understanding Python SDK。用于从文档、图像、音频与视频进行多模态内容抽取。 | azure, ai, contentunderstanding, py | azure, ai, contentunderstanding, py, content, understanding, sdk, python, multimodal, extraction, documents, images |
azure-ai-document-intelligence-dotnet | Azure AI Document Intelligence .NET SDK。使用预建与自定义模型从文档中抽取文本、表格与结构化数据。 | azure, ai, document, intelligence, dotnet | azure, ai, document, intelligence, dotnet, sdk, net, extract, text, tables, structured, data |
azure-ai-document-intelligence-ts | 使用 Azure Document Intelligence (@azure-rest/ai-document-intelligence) 从文档抽取文本、表格与结构化数据。适用于发票、收据、表单等。 | azure, ai, document, intelligence, ts | azure, ai, document, intelligence, ts, extract, text, tables, structured, data, documents, rest |
azure-ai-formrecognizer-java | 使用 Azure Document Intelligence (Form Recognizer) Java SDK 构建文档分析应用。适用于从文档、收据、发票等抽取文本、表格与键值对。 | azure, ai, formrecognizer, java | azure, ai, formrecognizer, java, document, analysis, applications, intelligence, form, recognizer, sdk, extracting |
azure-ai-ml-py | Azure Machine Learning Python SDK v2。用于 ML 工作区、作业、模型、数据集、计算与管道。 | azure, ai, ml, py | azure, ai, ml, py, machine, learning, sdk, v2, python, workspaces, jobs, models |
azure-ai-openai-dotnet | Azure OpenAI .NET SDK。Azure OpenAI 与 OpenAI 服务的客户端库。用于对话补全、嵌入、图像生成、语音转录与助手。 | azure, ai, openai, dotnet | azure, ai, openai, dotnet, sdk, net, client, library, chat, completions, embeddings, image |
azure-ai-projects-dotnet | Azure AI Projects .NET SDK。Azure AI Foundry 项目的高级客户端：智能体、连接、数据集、部署、评估与索引。 | azure, ai, dotnet | azure, ai, dotnet, sdk, net, high, level, client, foundry, including, agents, connections |
azure-ai-projects-java | Azure AI Projects Java SDK。Azure AI Foundry 项目管理的高级 SDK：连接、数据集、索引与评估。 | azure, ai, java | azure, ai, java, sdk, high, level, foundry, including, connections, datasets, indexes, evaluations |
azure-ai-projects-py | 使用 Azure AI Projects Python SDK (azure-ai-projects) 构建 AI 应用。适用于 Foundry 项目客户端、创建版本化智能体等。 | azure, ai, py | azure, ai, py, applications, python, sdk, working, foundry, clients, creating, versioned, agents |
azure-ai-projects-ts | 使用 Azure AI Projects JavaScript SDK (@azure/ai-projects) 构建 AI 应用。适用于 Foundry 项目客户端、智能体、连接、部署等。 | azure, ai, ts | azure, ai, ts, applications, sdk, javascript, working, foundry, clients, agents, connections, deployments |
azure-ai-textanalytics-py | Azure AI Text Analytics Python SDK。用于情感分析、实体识别、关键短语、语言检测、PII 与医疗 NLP。 | azure, ai, textanalytics, py | azure, ai, textanalytics, py, text, analytics, sdk, sentiment, analysis, entity, recognition, key |
azure-ai-transcription-py | Azure AI Transcription Python SDK。用于实时与批量语音转文字，带时间戳与说话人分离。 | azure, ai, transcription, py | azure, ai, transcription, py, sdk, python, real, time, batch, speech, text, timestamps |
azure-ai-translation-document-py | Azure AI Document Translation Python SDK。用于保留格式的文档批量翻译（Word、PDF、Excel、PowerPoint 等）。 | azure, ai, translation, document, py | azure, ai, translation, document, py, sdk, batch, documents, format, preservation, translating, word |
azure-ai-translation-text-py | Azure AI Text Translation Python SDK。用于实时文本翻译、转写、语言检测与词典查询。 | azure, ai, translation, text, py | azure, ai, translation, text, py, sdk, real, time, transliteration, language, detection, dictionary |
azure-ai-translation-ts | 使用 Azure Translation JavaScript SDK 构建翻译应用。适用于实现文本翻译、转写、多语言等。 | azure, ai, translation, ts | azure, ai, translation, ts, applications, sdks, javascript, rest, text, document, implementing, transliter |
azure-ai-vision-imageanalysis-java | 使用 Azure AI Vision Java SDK 构建图像分析应用：图像描述、OCR、目标检测、标签与智能裁剪。 | azure, ai, vision, imageanalysis, java | azure, ai, vision, imageanalysis, java, image, analysis, applications, sdk, implementing, captioning, ocr |
azure-ai-vision-imageanalysis-py | Azure AI Vision Image Analysis SDK：描述、标签、目标、OCR、人物检测与智能裁剪。用于计算机视觉与图像理解。 | azure, ai, vision, imageanalysis, py | azure, ai, vision, imageanalysis, py, image, analysis, sdk, captions, tags, objects, ocr |
azure-ai-voicelive-dotnet | Azure AI Voice Live .NET SDK。构建带双向 WebSocket 的实时语音 AI 应用。 | azure, ai, voicelive, dotnet | azure, ai, voicelive, dotnet, voice, live, sdk, net, real, time, applications, bidirectional |
azure-ai-voicelive-java | Azure AI VoiceLive Java SDK。通过 WebSocket 与 AI 助手进行实时双向语音对话。 | azure, ai, voicelive, java | azure, ai, voicelive, java, sdk, real, time, bidirectional, voice, conversations, assistants, websocket |
azure-ai-voicelive-py | 使用 Azure AI Voice Live SDK (azure-ai-voicelive) 构建实时语音 AI 应用。适用于需要与 AI 实时双向音频通信的 Python 应用。 | azure, ai, voicelive, py | azure, ai, voicelive, py, real, time, voice, applications, live, sdk, skill, creating |
azure-ai-voicelive-ts | Azure AI Voice Live JavaScript/TypeScript SDK。构建带双向 WebSocket 的实时语音 AI 应用。 | azure, ai, voicelive, ts | azure, ai, voicelive, ts, voice, live, sdk, javascript, typescript, real, time, applications |
azure-communication-callautomation-java | 使用 Azure Communication Services Call Automation Java SDK 构建通话自动化工作流。适用于 IVR、呼叫路由、录音、DTMF、TTS 等。 | azure, communication, callautomation, java | azure, communication, callautomation, java, call, automation, sdk, implementing, ivr, routing, recording, dtmf |
azure-cosmos-java | Azure Cosmos DB Java SDK。支持全球分布、多模型与响应式模式的 NoSQL 数据库操作。 | azure, cosmos, java | azure, cosmos, java, db, sdk, nosql, database, operations, global, distribution, multi, model |
azure-cosmos-py | Azure Cosmos DB Python SDK (NoSQL API)。用于文档 CRUD、查询、容器与全球分布式数据。 | azure, cosmos, py | azure, cosmos, py, db, sdk, python, nosql, api, document, crud, queries, containers |
azure-cosmos-rust | Azure Cosmos DB Rust SDK (NoSQL API)。用于文档 CRUD、查询、容器与全球分布式数据。 | azure, cosmos, rust | azure, cosmos, rust, db, sdk, nosql, api, document, crud, queries, containers, globally |
azure-cosmos-ts | Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) 数据面操作。用于文档 CRUD、查询、批量操作与容器管理。 | azure, cosmos, ts | azure, cosmos, ts, db, javascript, typescript, sdk, data, plane, operations, crud, documents |
azure-data-tables-java | 使用 Azure Tables Java SDK 构建表存储应用。适用于 Azure Table Storage 或 Cosmos DB Table API 的 NoSQL 键值数据。 | azure, data, tables, java | azure, data, tables, java, table, storage, applications, sdk, working, cosmos, db, api |
azure-data-tables-py | Azure Tables Python SDK（Storage 与 Cosmos DB）。用于 NoSQL 键值存储、实体 CRUD 与批量操作。 | azure, data, tables, py | azure, data, tables, py, sdk, python, storage, cosmos, db, nosql, key, value |
azure-eventhub-java | 使用 Azure Event Hubs Java SDK 构建实时流应用。适用于事件流、高吞吐摄取或事件驱动架构。 | azure, eventhub, java | azure, eventhub, java, real, time, streaming, applications, event, hubs, sdk, implementing, high |
azure-eventhub-rust | Azure Event Hubs Rust SDK。用于发送与接收事件、流式数据摄取。 | azure, eventhub, rust | azure, eventhub, rust, event, hubs, sdk, sending, receiving, events, streaming, data, ingestion |
azure-eventhub-ts | 使用 Azure Event Hubs JavaScript SDK (@azure/event-hubs) 构建事件流应用。适用于高吞吐事件摄取、实时分析等。 | azure, eventhub, ts | azure, eventhub, ts, event, streaming, applications, hubs, sdk, javascript, implementing, high, throughput |
azure-maps-search-dotnet | Azure Maps .NET SDK。基于位置的服务：地理编码、路线、渲染、地理定位与天气。用于地址搜索、路线、地图瓦片等。 | azure, maps, search, dotnet | azure, maps, search, dotnet, sdk, net, location, including, geocoding, routing, rendering, geolocation |
azure-monitor-ingestion-java | Azure Monitor Ingestion Java SDK。通过 DCR/DCE 将自定义日志发送到 Azure Monitor。 | azure, monitor, ingestion, java | azure, monitor, ingestion, java, sdk, send, custom, logs, via, data, collection, rules |
azure-monitor-ingestion-py | Azure Monitor Ingestion Python SDK。用于通过 Logs Ingestion API 将自定义日志发送到 Log Analytics 工作区。 | azure, monitor, ingestion, py | azure, monitor, ingestion, py, sdk, python, sending, custom, logs, log, analytics, workspace |
azure-monitor-query-java | Azure Monitor Query Java SDK。对 Log Analytics 工作区执行 Kusto 查询并查询 Azure 资源指标。 | azure, monitor, query, java | azure, monitor, query, java, sdk, execute, kusto, queries, against, log, analytics, workspaces |
azure-monitor-query-py | Azure Monitor Query Python SDK。用于查询 Log Analytics 工作区与 Azure Monitor 指标。 | azure, monitor, query, py | azure, monitor, query, py, sdk, python, querying, log, analytics, workspaces, metrics |
azure-postgres-ts | 使用 pg (node-postgres) 从 Node.js/TypeScript 连接 Azure Database for PostgreSQL Flexible Server。 | azure, postgres, ts | azure, postgres, ts, connect, database, postgresql, flexible, server, node, js, typescript, pg |
azure-resource-manager-cosmosdb-dotnet | Azure Cosmos DB 的 .NET 资源管理 SDK。 | azure, resource, manager, cosmosdb, dotnet | azure, resource, manager, cosmosdb, dotnet, sdk, cosmos, db, net |
azure-resource-manager-mysql-dotnet | Azure MySQL Flexible Server .NET SDK。MySQL Flexible Server 部署的数据库管理。 | azure, resource, manager, mysql, dotnet | azure, resource, manager, mysql, dotnet, flexible, server, sdk, net, database, deployments |
azure-resource-manager-postgresql-dotnet | Azure PostgreSQL Flexible Server .NET SDK。PostgreSQL Flexible Server 部署的数据库管理。 | azure, resource, manager, postgresql, dotnet | azure, resource, manager, postgresql, dotnet, flexible, server, sdk, net, database, deployments |
azure-resource-manager-sql-dotnet | Azure SQL 的 .NET 资源管理 SDK。 | azure, resource, manager, sql, dotnet | azure, resource, manager, sql, dotnet, sdk, net |
azure-search-documents-dotnet | Azure AI Search .NET SDK (Azure.Search.Documents)。用于构建全文、向量、语义与混合搜索应用。 | azure, search, documents, dotnet | azure, search, documents, dotnet, ai, sdk, net, building, applications, full, text, vector |
azure-search-documents-py | Azure AI Search Python SDK。用于向量搜索、混合搜索、语义排序、索引与技能集。 | azure, search, documents, py | azure, search, documents, py, ai, sdk, python, vector, hybrid, semantic, ranking, indexing |
azure-search-documents-ts | 使用 Azure AI Search JavaScript SDK (@azure/search-documents) 构建搜索应用。适用于创建/管理索引、实现向量/混合搜索等。 | azure, search, documents, ts | azure, search, documents, ts, applications, ai, sdk, javascript, creating, managing, indexes, implementing |
azure-storage-file-datalake-py | Azure Data Lake Storage Gen2 Python SDK。用于分层文件系统、大数据分析与文件/目录操作。 | azure, storage, file, datalake, py | azure, storage, file, datalake, py, data, lake, gen2, sdk, python, hierarchical, big |
beautiful-prose | 无 AI 腔调的硬朗、有力英文写作风格契约。 | beautiful, prose | beautiful, prose, hard, edged, writing, style, contract, timeless, forceful, english, without, ai |
behavioral-modes | AI 工作模式（头脑风暴、实现、调试、审阅、教学、发布、编排）。按任务类型调整行为时使用。 | behavioral, modes | behavioral, modes, ai, operational, brainstorm, debug, review, teach, ship, orchestrate, adapt, behavior |
blockrun | 当用户需要 Claude 不具备的能力（如图像生成、实时 X/Twitter 数据）或明确要求外部模型（blockrun、use grok 等）时使用。 | blockrun | blockrun, user, capabilities, claude, lacks, image, generation, real, time, twitter, data, explicitly |
browser-automation | 浏览器自动化支撑 Web 测试、爬虫与 AI 智能体交互。本技能涵盖选择器、等待策略与可靠性。 | browser | browser, automation, powers, web, testing, scraping, ai, agent, interactions, difference, between, flaky |
business-analyst | 掌握现代商业分析：AI 分析、实时仪表盘与数据驱动洞察。构建 KPI 框架、预测模型与战略建议。 | business, analyst | business, analyst, analysis, ai, powered, analytics, real, time, dashboards, data, driven, insights |
cc-skill-backend-patterns | Node.js、Express、Next.js API 路由的后端架构、API 设计、数据库优化与服务端最佳实践。 | cc, skill, backend | cc, skill, backend, architecture, api, database, optimization, server, side, node, js, express |
cc-skill-clickhouse-io | ClickHouse 数据库模式、查询优化、分析与高性能分析负载的数据工程最佳实践。 | cc, skill, clickhouse, io | cc, skill, clickhouse, io, database, query, optimization, analytics, data, engineering, high, performance |
clarity-gate | RAG 系统中认知质量的前摄取验证：9 点验证与两轮 HITL 工作流。 | clarity, gate | clarity, gate, pre, ingestion, verification, epistemic, quality, rag, point, two, round, hitl |
code-documentation-doc-generate | 从代码创建全面、可维护文档的专家。生成 API 文档、架构图、用户指南与技术参考。 | code, documentation, doc, generate | code, documentation, doc, generate, specializing, creating, maintainable, api, docs, architecture, diagrams, user |
code-reviewer | 现代 AI 辅助代码审阅专家。 | code | code, reviewer, elite, review, specializing, ai, powered |
codex-review | 专业代码审阅与自动 CHANGELOG 生成，与 Codex AI 集成。 | codex | codex, review, professional, code, auto, changelog, generation, integrated, ai |
computer-use-agents | 构建像人一样与计算机交互的 AI 智能体：看屏、移动光标、点击、输入。涵盖 Anthropic Computer Use、OpenAI Operator 等。 | computer, use, agents | computer, use, agents, ai, interact, computers, like, humans, do, viewing, screens, moving |
content-marketer | 精英内容营销策略：AI 内容创作、全渠道分发、SEO 与数据驱动效果营销。 | content, marketer | content, marketer, elite, marketing, strategist, specializing, ai, powered, creation, omnichannel, distribution, seo |
context-manager | AI 上下文工程专家：动态上下文管理、向量库、知识图谱与智能记忆系统。 | manager | manager, context, elite, ai, engineering, mastering, dynamic, vector, databases, knowledge, graphs, intelligent |
context-window-management | LLM 上下文窗口管理策略：摘要、裁剪、路由与避免上下文腐化。适用于 context window、token 限制等。 | window | window, context, managing, llm, windows, including, summarization, trimming, routing, avoiding, rot, token |
conversation-memory | LLM 对话的持久记忆：短期、长期与基于实体的记忆。适用于对话记忆、记住、记忆持久化等。 | conversation, memory | conversation, memory, persistent, llm, conversations, including, short, term, long, entity, remember, persistence |
customer-support | AI 驱动的客户支持专家：对话式 AI、自动工单、情感分析与全渠道支持体验。 | customer, support | customer, support, elite, ai, powered, mastering, conversational, automated, ticketing, sentiment, analysis, omnichannel |
data-engineering-data-driven-feature | 在数据洞察、A/B 测试与持续度量指导下构建功能，使用分析、实现与实验的专用智能体。 | data, engineering, driven | data, engineering, driven, feature, features, guided, insights, testing, continuous, measurement, specialized, agents |
data-quality-frameworks | 使用 Great Expectations、dbt 测试与数据契约实现数据质量校验。适用于构建数据质量管道、校验规则或数据契约。 | data, quality, frameworks | data, quality, frameworks, validation, great, expectations, dbt, tests, contracts, building, pipelines, implementing |
data-scientist | 高级分析、机器学习与统计建模专家。处理复杂数据分析、预测建模与商业智能。 | data, scientist | data, scientist, analytics, machine, learning, statistical, modeling, complex, analysis, predictive, business, intelligence |
data-storytelling | 用可视化、语境与说服性结构将数据转化为叙事。适用于向利益相关方呈现分析、做数据报告等。 | data, storytelling | data, storytelling, transform, compelling, narratives, visualization, context, persuasive, structure, presenting, analytics, stakeholders |
data-structure-protocol | 为智能体提供代码库的持久结构记忆：导航依赖、追踪公开 API、理解连接原因而无需重读全库。 | data, structure, protocol | data, structure, protocol, give, agents, persistent, structural, memory, codebase, navigate, dependencies, track |
database | 数据库开发与运维流程：SQL、NoSQL、库设计、迁移、优化与数据工程。 | database | database, development, operations, covering, sql, nosql, migrations, optimization, data, engineering |
database-architect | 数据库架构专家：从零设计数据层、技术选型、模式建模与可扩展数据库架构。 | database | database, architect, specializing, data, layer, scratch, technology, selection, schema, modeling, scalable, architectures |
database-design | 数据库设计原则与决策：模式设计、索引策略、ORM 选型、无服务器数据库。 | database | database, principles, decision, making, schema, indexing, orm, selection, serverless, databases |
database-optimizer | 数据库优化专家：现代性能调优、查询优化与可扩展架构。 | database, optimizer | database, optimizer, specializing, performance, tuning, query, optimization, scalable, architectures |
dbt-transformation-patterns | 掌握 dbt（data build tool）的分析工程：模型组织、测试、文档与增量策略。适用于构建数据转换、数据模型等。 | dbt, transformation | dbt, transformation, data, analytics, engineering, model, organization, testing, documentation, incremental, building, transformations |
documentation-generation-doc-generate | 从代码创建全面、可维护文档的专家。生成 API 文档、架构图、用户指南与技术参考。 | documentation, generation, doc, generate | documentation, generation, doc, generate, specializing, creating, maintainable, code, api, docs, architecture, diagrams |
documentation-templates | 文档模板与结构指南：README、API 文档、代码注释与 AI 友好文档。 | documentation | documentation, structure, guidelines, readme, api, docs, code, comments, ai, friendly |
embedding-strategies | 为语义搜索与 RAG 选型与优化嵌入模型。适用于选嵌入模型、实现分块策略或优化嵌入质量。 | embedding, strategies | embedding, strategies, select, optimize, models, semantic, search, rag, applications, choosing, implementing, chunking |
fal-audio | 使用 fal.ai 音频模型的文本转语音与语音转文本。 | fal, audio | fal, audio, text, speech, ai, models |
fal-generate | 使用 fal.ai AI 模型生成图像与视频。 | fal, generate | fal, generate, images, videos, ai, models |
fal-image-edit | AI 驱动的图像编辑：风格迁移与物体移除。 | fal, image, edit | fal, image, edit, ai, powered, editing, style, transfer, object, removal |
fal-upscale | 使用 AI 提升图像与视频分辨率。 | fal, upscale | fal, upscale, enhance, image, video, resolution, ai |
fal-workflow | 生成用于串联 AI 模型的工作流 JSON 文件。 | fal | fal, generate, json, files, chaining, ai, models |
fp-ts-react | 在 React 中使用 fp-ts 的实用模式：hooks、状态、表单与数据获取。适用于用函数式模式构建 React 应用。兼容 React 18/19、Next.js 14/15。 | fp, ts, react | fp, ts, react, practical, hooks, state, forms, data, fetching, building, apps, functional |
frontend-dev-guidelines | 现代 React + TypeScript 应用的前端开发标准：Suspense 优先数据获取、懒加载、按功能划分架构等。 | frontend, dev, guidelines | frontend, dev, guidelines, opinionated, development, standards, react, typescript, applications, covers, suspense, first |
frontend-ui-dark-ts | 使用 Tailwind CSS 构建深色主题 React 应用：自定义主题、玻璃拟态与 Framer Motion 动效。适用于仪表盘、管理后台等。 | frontend, ui, dark, ts | frontend, ui, dark, ts, themed, react, applications, tailwind, css, custom, theming, glassmorphism |
geo-fundamentals | 针对 AI 搜索引擎（ChatGPT、Claude、Perplexity）的生成式引擎优化（GEO）。 | geo, fundamentals | geo, fundamentals, generative, engine, optimization, ai, search, engines, chatgpt, claude, perplexity |
google-analytics-automation | 通过 Rube MCP (Composio) 自动化 Google Analytics：运行报告、列出账户/媒体资源、漏斗、数据透视、关键事件。使用前请先搜索工具。 | google, analytics | google, analytics, automation, automate, tasks, via, rube, mcp, composio, run, reports, list |
googlesheets-automation | 通过 Rube MCP (Composio) 自动化 Google Sheets（读、写、格式、筛选、管理表格）。读/写数据、管理标签、应用格式等。 | googlesheets | googlesheets, automation, automate, google, sheets, operations, read, write, format, filter, spreadsheets, via |
graphql | GraphQL 让客户端按需获取数据。本技能涵盖单端点、类型化 schema、自省以及灵活性与安全性的平衡。 | graphql | graphql, gives, clients, exactly, data, no, less, one, endpoint, typed, schema, introspection |
hig-technologies | Apple HIG 中与 Apple 技术集成的指导：Siri、Apple Pay、HealthKit、HomeKit、ARKit、机器学习、生成式 AI、iCloud、Sign in with Apple 等。 | hig, technologies | hig, technologies, apple, guidance, technology, integrations, siri, pay, healthkit, homekit, arkit, machine |
hosted-agents-v2-py | 使用 Azure AI Projects SDK 的 ImageBasedHostedAgentDefinition 构建托管智能体。适用于在 Azure AI Foundry 中创建基于容器的智能体。 | hosted, agents, v2, py | hosted, agents, v2, py, azure, ai, sdk, imagebasedhostedagentdefinition, creating, container, foundry |
hybrid-search-implementation | 结合向量与关键词搜索以提升检索。适用于实现 RAG、构建搜索引擎或单一方法召回不足时。 | hybrid, search | hybrid, search, combine, vector, keyword, improved, retrieval, implementing, rag, building, engines, neither |
imagen | 由 Google Gemini 驱动的 AI 图像生成技能，用于 UI 占位、文档与设计资源的视觉内容创建。 | imagen | imagen, ai, image, generation, skill, powered, google, gemini, enabling, seamless, visual, content |
ios-developer | 使用 Swift/SwiftUI 开发原生 iOS 应用。精通 iOS 18、SwiftUI、UIKit 集成、Core Data、网络与 App Store 优化。 | ios | ios, developer, develop, native, applications, swift, swiftui, masters, 18, uikit, integration, core |
langchain-architecture | 使用 LangChain 框架设计 LLM 应用：智能体、记忆与工具集成。适用于构建 LangChain 应用、实现 AI 智能体等。 | langchain, architecture | langchain, architecture, llm, applications, framework, agents, memory, integration, building, implementing, ai, creating |
langgraph | LangGraph 专家：用于构建有状态、多角色 AI 应用的生产级框架。涵盖图构建、状态管理、环与分支等。 | langgraph | langgraph, grade, framework, building, stateful, multi, actor, ai, applications, covers, graph, construction |
libreoffice/base | 使用 LibreOffice Base 进行数据库管理、表单、报表与数据操作。 | libreoffice/base | libreoffice/base, base, database, forms, reports, data, operations, libreoffice |
libreoffice/calc | 使用 LibreOffice Calc 进行电子表格创建、格式转换（ODS/XLSX/CSV）、公式与数据自动化。 | libreoffice/calc | libreoffice/calc, calc, spreadsheet, creation, format, conversion, ods, xlsx, csv, formulas, data, automation |
libreoffice/draw | 使用 LibreOffice Draw 进行矢量图与图表创建、格式转换（ODG/SVG/PDF）。 | libreoffice/draw | libreoffice/draw, draw, vector, graphics, diagram, creation, format, conversion, odg, svg, pdf, libreoffice |
llm-application-dev-ai-assistant | AI 助手开发专家：创建智能对话界面、聊天机器人与 AI 应用，设计完整方案与自然交互。 | llm, application, dev, ai | llm, application, dev, ai, assistant, development, specializing, creating, intelligent, conversational, interfaces, chatbots |
llm-application-dev-langchain-agent | LangChain 智能体开发专家：使用 LangChain 0.1+ 与 LangGraph 构建生产级 AI 系统。 | llm, application, dev, langchain, agent | llm, application, dev, langchain, agent, developer, specializing, grade, ai, langgraph |
llm-application-dev-prompt-optimize | 提示工程专家：通过宪法 AI、思维链等高级技术为 LLM 设计有效提示。 | llm, application, dev, prompt, optimize | llm, application, dev, prompt, optimize, engineer, specializing, crafting, effective, prompts, llms, through |
llm-evaluation | 使用自动化指标、人工反馈与基准测试为 LLM 应用实施评估策略。适用于测试 LLM 表现、衡量 AI 应用质量等。 | llm, evaluation | llm, evaluation, applications, automated, metrics, human, feedback, benchmarking, testing, performance, measuring, ai |
mailchimp-automation | 通过 Rube MCP (Composio) 自动化 Mailchimp 邮件营销：活动、受众、订阅者、细分与分析。使用前请先搜索工具。 | mailchimp | mailchimp, automation, automate, email, marketing, including, campaigns, audiences, subscribers, segments, analytics, via |
mlops-engineer | 使用 MLflow、Kubeflow 与现代 MLOps 工具构建 ML 管道、实验追踪与模型注册。 | mlops | mlops, engineer, ml, pipelines, experiment, tracking, model, registries, mlflow, kubeflow |
nanobanana-ppt-skills | 结合文档分析与风格化图像的 AI 驱动 PPT 生成。 | nanobanana, ppt, skills | nanobanana, ppt, skills, ai, powered, generation, document, analysis, styled, images |
neon-postgres | Neon 无服务器 Postgres 专家模式：分支、连接池与 Prisma/Drizzle 集成。适用于 neon database、serverless postgres 等。 | neon, postgres | neon, postgres, serverless, branching, connection, pooling, prisma, drizzle, integration, database |
nextjs-app-router-patterns | 掌握 Next.js 14+ App Router：Server Components、流式、并行路由与高级数据获取。适用于构建 Next.js 应用、实现 SSR/SSG 等。 | nextjs, app, router | nextjs, app, router, next, js, 14, server, components, streaming, parallel, routes, data |
nextjs-best-practices | Next.js App Router 原则：Server Components、数据获取与路由模式。 | nextjs, best, practices | nextjs, best, practices, next, js, app, router, principles, server, components, data, fetching |
nodejs-backend-patterns | 使用 Express/Fastify 构建生产级 Node.js 后端：中间件、错误处理、认证、数据库集成与 API 设计。 | nodejs, backend | nodejs, backend, node, js, express, fastify, implementing, middleware, error, handling, authentication, database |
php-pro | 编写地道 PHP：生成器、迭代器、SPL 数据结构与现代 OOP。主动用于高性能 PHP 应用。 | php | php, pro, write, idiomatic, code, generators, iterators, spl, data, structures, oop, features |
podcast-generation | 使用 Azure OpenAI GPT Realtime Mini 通过 WebSocket 生成 AI 播客风格音频叙事。适用于 TTS、音频叙事或播客创作。 | podcast, generation | podcast, generation, generate, ai, powered, style, audio, narratives, azure, openai, gpt, realtime |
postgres-best-practices | 来自 Supabase 的 Postgres 性能优化与最佳实践。适用于编写、审阅或优化 Postgres 查询、模式与配置。 | postgres, best, practices | postgres, best, practices, performance, optimization, supabase, skill, writing, reviewing, optimizing, queries, schema |
postgresql | 设计 PostgreSQL 专用 schema。涵盖最佳实践、数据类型、索引、约束、性能模式与高级特性。 | postgresql | postgresql, specific, schema, covers, data, types, indexing, constraints, performance, features |
postgresql-optimization | PostgreSQL 数据库优化流程：查询调优、索引策略、性能分析与生产库管理。 | postgresql, optimization | postgresql, optimization, database, query, tuning, indexing, performance, analysis |
prisma-expert | Prisma ORM 专家：schema 设计、迁移、查询优化、关系建模与数据库操作。主动用于 Prisma 相关问题。 | prisma | prisma, orm, schema, migrations, query, optimization, relations, modeling, database, operations, proactively, issues |
programmatic-seo | 设计与评估程序化 SEO 策略：用模板与结构化数据规模化创建 SEO 驱动页面。 | programmatic, seo | programmatic, seo, evaluate, creating, driven, pages, scale, structured, data |
prompt-caching | LLM 提示的缓存策略：Anthropic 提示缓存、响应缓存与 CAG。适用于 prompt caching、cache prompt 等。 | prompt, caching | prompt, caching, llm, prompts, including, anthropic, response, cag, cache, augmented, generation, augm |
prompt-engineering-patterns | 掌握高级提示工程技术以最大化 LLM 在生产中的表现、可靠性与可控性。适用于优化提示、改进输出等。 | prompt, engineering | prompt, engineering, techniques, maximize, llm, performance, reliability, controllability, optimizing, prompts, improving, outputs |
pydantic-models-py | 按多模型模式创建 Pydantic 模型（Base、Create、Update、Response、InDB）。适用于定义 API 请求/响应 schema 等。 | pydantic, models, py | pydantic, models, py, following, multi, model, base, update, response, indb, variants, defining |
rag-engineer | 构建检索增强生成（RAG）系统专家。精通嵌入模型、向量库、分块策略与检索优化。 | rag | rag, engineer, building, retrieval, augmented, generation, masters, embedding, models, vector, databases, chunking |
rag-implementation | RAG 实现流程：嵌入选型、向量库搭建、分块策略与检索优化。 | rag | rag, retrieval, augmented, generation, covering, embedding, selection, vector, database, setup, chunking, optimization |
react-ui-patterns | 现代 React UI 模式：加载态、错误处理与数据获取。适用于构建 UI 组件、处理异步数据或管理 UI 状态。 | react, ui | react, ui, loading, states, error, handling, data, fetching, building, components, async, managing |
scala-pro | 掌握企业级 Scala 开发：函数式、分布式与大数据。精通 Apache Pekko、Akka、Spark、ZIO 等。 | scala | scala, pro, enterprise, grade, development, functional, programming, distributed, big, data, processing, apache |
schema-markup | 设计、校验并优化 schema.org 结构化数据以符合资格、正确性与可衡量的 SEO 效果。 | schema, markup | schema, markup, validate, optimize, org, structured, data, eligibility, correctness, measurable, seo, impact |
segment-cdp | Segment 客户数据平台专家模式：Analytics.js、服务端追踪、Protocols 追踪计划、身份解析与目的地配置。 | segment, cdp | segment, cdp, customer, data, platform, including, analytics, js, server, side, tracking, plans |
sendgrid-automation | 通过 Rube MCP (Composio) 自动化 SendGrid 邮件：发信、联系人/列表、发件人、模板与分析。使用前请先搜索工具。 | sendgrid | sendgrid, automation, automate, email, operations, including, sending, emails, managing, contacts, lists, sender |
senior-architect | 综合软件架构技能：使用 ReactJS、NextJS、NodeJS、Express、React Native、Swift、Kotlin、Flutter、Postgres、GraphQL、Go、Python 设计可扩展、可维护系统。 | senior | senior, architect, software, architecture, skill, designing, scalable, maintainable, reactjs, nextjs, nodejs, express |
similarity-search-patterns | 使用向量数据库实现高效相似度搜索。适用于构建语义搜索、最近邻查询或优化检索。 | similarity, search | similarity, search, efficient, vector, databases, building, semantic, implementing, nearest, neighbor, queries, optimizing |
skill-creator-ms | 为使用 Azure SDK 与 Microsoft Foundry 的 AI 编程智能体创建有效技能的指南。适用于创建或更新技能。 | skill, creator, ms | skill, creator, ms, creating, effective, skills, ai, coding, agents, working, azure, sdks |
skill-seekers | 将文档站、GitHub 仓库与 PDF 自动转换为 Claude AI 技能。 | skill, seekers | skill, seekers, automatically, convert, documentation, websites, github, repositories, pdfs, claude, ai, skills |
spark-optimization | 使用分区、缓存、Shuffle 优化与内存调优优化 Apache Spark 作业。适用于提升 Spark 性能、排查慢任务等。 | spark, optimization | spark, optimization, optimize, apache, jobs, partitioning, caching, shuffle, memory, tuning, improving, performance |
sql-injection-testing | 当用户要求「测试 SQL 注入」「进行 SQLi 攻击」「用 SQL 注入绕过认证」等时使用。 | sql, injection | sql, injection, testing, skill, should, used, user, asks, test, vulnerabilities, perform, sqli |
sql-optimization-patterns | 掌握 SQL 查询优化、索引策略与 EXPLAIN 分析以显著提升数据库性能、消除慢查询。适用于调试慢查询、设计索引等。 | sql, optimization | sql, optimization, query, indexing, explain, analysis, dramatically, improve, database, performance, eliminate, slow |
sqlmap-database-pentesting | 当用户要求「自动化 SQL 注入测试」「枚举数据库结构」「用 sqlmap 提取凭据」等时使用。 | sqlmap, database, pentesting | sqlmap, database, pentesting, skill, should, used, user, asks, automate, sql, injection, testing |
stitch-ui-design | 为 Google Stitch AI UI 设计工具创建有效提示的专家指南。适用于在 Stitch 中设计 UI/UX、创建应用界面等。 | stitch, ui | stitch, ui, creating, effective, prompts, google, ai, user, wants, ux, app, interfaces |
supabase-automation | 通过 Rube MCP (Composio) 自动化 Supabase：数据库查询、表管理、项目管理、存储、Edge Functions、SQL 执行。使用前请先搜索工具。 | supabase | supabase, automation, automate, database, queries, table, administration, storage, edge, functions, sql, execution |
team-collaboration-standup-notes | 专注异步优先站会、基于提交历史的 AI 站会笔记与远程协作的团队沟通专家。 | team, collaboration, standup, notes | team, collaboration, standup, notes, communication, async, first, ai, assisted, note, generation, commit |
telegram-bot-builder | 构建解决实际问题的 Telegram 机器人专家（从简单自动化到复杂 AI 机器人）。涵盖架构、Telegram Bot API 等。 | telegram, bot, builder | telegram, bot, builder, building, bots, solve, real, problems, simple, automation, complex, ai |
trigger-dev | Trigger.dev 专家：后台任务、AI 工作流与可靠异步执行，优秀的开发者体验与 TypeScript 优先。适用于 trigger.dev、后台任务等。 | trigger, dev | trigger, dev, background, jobs, ai, reliable, async, execution, excellent, developer, experience, typescript |
unity-ecs-patterns | 掌握 Unity ECS（实体组件系统）与 DOTS、Jobs、Burst 以进行高性能游戏开发。适用于数据导向游戏、性能优化等。 | unity, ecs | unity, ecs, entity, component, dots, jobs, burst, high, performance, game, development, building |
using-neon | 使用 Neon Serverless Postgres 的指南与最佳实践：入门、本地开发、连接方式、Neon 特性与认证。 | using, neon | using, neon, guides, working, serverless, postgres, covers, getting, started, local, development, choosing |
vector-database-engineer | 向量数据库、嵌入策略与语义搜索实现专家。精通 Pinecone、Weaviate、Qdrant、Milvus、pgvector 等用于 RAG 与推荐。 | vector, database | vector, database, engineer, databases, embedding, semantic, search, masters, pinecone, weaviate, qdrant, milvus |
vector-index-tuning | 优化向量索引的延迟、召回与内存。适用于调 HNSW 参数、选量化策略或扩展向量搜索。 | vector, index, tuning | vector, index, tuning, optimize, performance, latency, recall, memory, hnsw, parameters, selecting, quantization |
vexor | 基于向量的 CLI，用于语义文件搜索，带 Claude/Codex 技能。 | vexor | vexor, vector, powered, cli, semantic, file, search, claude, codex, skill |
vibe-code-auditor | 审计快速生成或 AI 产出代码的结构缺陷、脆弱性与生产风险。 | vibe, code, auditor | vibe, code, auditor, audit, rapidly, generated, ai, produced, structural, flaws, fragility, risks |
videodb-skills | 使用 VideoDB SDK 上传、流式播放、搜索、编辑、转写并生成 AI 视频与音频。 | [video, editing, transcription, subtitles, search, streaming, ai-generation, media] | [video, editing, transcription, subtitles, search, streaming, ai-generation, media], videodb, skills, upload, stream |
voice-agents | 语音智能体代表 AI 交互前沿——人与 AI 自然对话。本技能涵盖识别与合成之外的挑战。 | voice, agents | voice, agents, represent, frontier, ai, interaction, humans, speaking, naturally, challenge, isn, just |
voice-ai-development | 构建语音 AI 应用专家：从实时语音智能体到语音赋能应用。涵盖 OpenAI Realtime API、Vapi、Deepgram 等。 | voice, ai | voice, ai, development, building, applications, real, time, agents, enabled, apps, covers, openai |
voice-ai-engine-development | 使用异步 worker 管道、流式转写、LLM 智能体与带打断处理的 TTS 构建实时对话语音引擎。 | voice, ai, engine | voice, ai, engine, development, real, time, conversational, engines, async, worker, pipelines, streaming |
web-artifacts-builder | 使用现代前端技术（React、Tailwind CSS、shadcn/ui）创建多组件 claude.ai HTML 产物的工具集。适用于需状态管理的复杂产物。 | web, artifacts, builder | web, artifacts, builder, suite, creating, elaborate, multi, component, claude, ai, html, frontend |
xlsx-official | 全面的电子表格创建、编辑与分析，支持公式、格式、数据分析与可视化。当 Claude 需要处理表格时使用。 | xlsx, official | xlsx, official, spreadsheet, creation, editing, analysis, formulas, formatting, data, visualization, claude, work |
youtube-automation | 通过 Rube MCP (Composio) 自动化 YouTube：上传视频、管理播放列表、搜索内容、获取分析与处理评论。使用前请先搜索工具。 | youtube | youtube, automation, automate, tasks, via, rube, mcp, composio, upload, videos, playlists, search |
开发 (145)
| Skill | Description | Tags | Triggers |
|---|---|---|---|
3d-web-experience | Web 端 3D 体验专家：Three.js、React Three Fiber、Spline、WebGL 与交互 3D 场景。涵盖产品配置器、3D 作品集等。 | 3d, web, experience | 3d, web, experience, building, experiences, three, js, react, fiber, spline, webgl, interactive |
algolia-search | Algolia 搜索实现、索引策略、React InstantSearch 与相关性调优的专家模式。适用于添加搜索、algolia、instantsearch 等。 | algolia, search | algolia, search, indexing, react, instantsearch, relevance, tuning, adding, api, functionality |
android-jetpack-compose-expert | 使用 Jetpack Compose 构建现代 Android UI 的专家指导：状态管理、导航、性能与 Material Design 3。 | android, jetpack, compose | android, jetpack, compose, guidance, building, uis, covering, state, navigation, performance, material |
android_ui_verification | 使用 ADB 在 Android 模拟器上进行自动化端到端 UI 测试与验证。 | android_ui_verification | android_ui_verification, android, ui, verification, automated, testing, emulator, adb |
api-design-principles | 掌握 REST 与 GraphQL API 设计原则，构建直观、可扩展、可维护的 API。适用于设计新 API、审阅规范等。 | api, principles | api, principles, rest, graphql, intuitive, scalable, maintainable, apis, delight, developers, designing, new |
api-documentation | API 文档工作流：生成 OpenAPI 规范、编写开发者指南与维护完整 API 文档。 | api, documentation | api, documentation, generating, openapi, specs, creating, developer, guides, maintaining |
api-documentation-generator | 从代码生成全面、面向开发者的 API 文档，含端点、参数、示例与最佳实践。 | api, documentation, generator | api, documentation, generator, generate, developer, friendly, code, including, endpoints, parameters, examples |
api-patterns | API 设计原则与决策：REST / GraphQL / tRPC 选型、响应格式、版本化、分页。 | api | api, principles, decision, making, rest, vs, graphql, trpc, selection, response, formats, versioning |
app-store-optimization | 完整的 App Store 优化（ASO）工具包：研究、优化与追踪 Apple App Store、Google Play Store 上的移动应用表现。 | app, store, optimization | app, store, optimization, complete, aso, toolkit, researching, optimizing, tracking, mobile, performance, apple |
architecture-patterns | 实现成熟后端架构模式：Clean Architecture、六边形架构、领域驱动设计。适用于复杂系统架构或重构现有系统。 | architecture | architecture, proven, backend, including, clean, hexagonal, domain, driven, architecting, complex, refactoring, existing |
async-python-patterns | 掌握 Python asyncio、并发与 async/await 模式以构建高性能应用。适用于异步 API、并发系统或 I/O 密集场景。 | async, python | async, python, asyncio, concurrent, programming, await, high, performance, applications, building, apis, bound |
azure-appconfiguration-java | Azure App Configuration Java SDK。集中管理应用配置：键值、功能开关与快照。 | azure, appconfiguration, java | azure, appconfiguration, java, app, configuration, sdk, centralized, application, key, value, settings, feature |
azure-appconfiguration-py | Azure App Configuration Python SDK。用于集中配置管理、功能开关与动态设置。 | azure, appconfiguration, py | azure, appconfiguration, py, app, configuration, sdk, python, centralized, feature, flags, dynamic, settings |
azure-appconfiguration-ts | 使用 Azure App Configuration JavaScript SDK (@azure/app-configuration) 构建应用。适用于配置、功能开关、Key Vault 引用等。 | azure, appconfiguration, ts | azure, appconfiguration, ts, applications, app, configuration, sdk, javascript, working, settings, feature, flags |
azure-communication-callingserver-java | Azure Communication Services CallingServer（旧版）Java SDK。已弃用，新项目请用 azure-communication-callautomation。 | azure, communication, callingserver, java | azure, communication, callingserver, java, legacy, sdk, note, deprecated, callautomation, instead, new, skill |
azure-communication-chat-java | 使用 Azure Communication Services Chat Java SDK 构建实时聊天应用。适用于聊天线程、消息、参与者、已读回执等。 | azure, communication, chat, java | azure, communication, chat, java, real, time, applications, sdk, implementing, threads, messaging, participants |
azure-communication-common-java | Azure Communication Services Java 通用工具。适用于 CommunicationTokenCredential、用户标识、令牌刷新与共享认证。 | azure, communication, common, java | azure, communication, common, java, utilities, working, communicationtokencredential, user, identifiers, token, refresh, shared |
azure-communication-sms-java | 使用 Azure Communication Services SMS Java SDK 发送短信。适用于短信通知、告警、OTP、群发与投递报告。 | azure, communication, sms, java | azure, communication, sms, java, send, messages, sdk, implementing, notifications, alerts, otp, delivery |
azure-compute-batch-java | Azure Batch Java SDK。使用池、作业、任务与计算节点运行大规模并行与 HPC 批处理作业。 | azure, compute, batch, java | azure, compute, batch, java, sdk, run, large, scale, parallel, hpc, jobs, pools |
azure-containerregistry-py | Azure Container Registry Python SDK。用于管理容器镜像、制品与仓库。 | azure, containerregistry, py | azure, containerregistry, py, container, registry, sdk, python, managing, images, artifacts, repositories |
azure-eventgrid-dotnet | Azure Event Grid .NET SDK。发布与消费事件的客户端库。适用于事件驱动架构、pub/sub、CloudEvents。 | azure, eventgrid, dotnet | azure, eventgrid, dotnet, event, grid, sdk, net, client, library, publishing, consuming, events |
azure-eventgrid-java | 使用 Azure Event Grid Java SDK 构建事件驱动应用。适用于发布事件、实现 pub/sub 或与 Azure 服务集成。 | azure, eventgrid, java | azure, eventgrid, java, event, driven, applications, grid, sdk, publishing, events, implementing, pub |
azure-eventgrid-py | Azure Event Grid Python SDK。用于发布事件、处理 CloudEvents 与事件驱动架构。 | azure, eventgrid, py | azure, eventgrid, py, event, grid, sdk, python, publishing, events, handling, cloudevents, driven |
azure-eventhub-dotnet | Azure Event Hubs .NET SDK。 | azure, eventhub, dotnet | azure, eventhub, dotnet, event, hubs, sdk, net |
azure-eventhub-py | Azure Event Hubs Python 流式 SDK。用于高吞吐事件接入、生产者、消费者与检查点。 | azure, eventhub, py | azure, eventhub, py, event, hubs, sdk, python, streaming, high, throughput, ingestion, producers |
azure-functions | Azure Functions 开发专家模式：独立工作进程、Durable Functions 编排、冷启动优化与生产实践。 | azure, functions | azure, functions, development, including, isolated, worker, model, durable, orchestration, cold, start, optimization |
azure-identity-rust | Azure Identity Rust SDK 认证。适用于 DeveloperToolsCredential、ManagedIdentityCredential、ClientSecretCredential 与基于令牌的认证。 | azure, identity, rust | azure, identity, rust, sdk, authentication, developertoolscredential, managedidentitycredential, clientsecretcredential, token |
azure-keyvault-certificates-rust | Azure Key Vault 证书 Rust SDK。用于创建、导入与管理证书。 | azure, keyvault, certificates, rust | azure, keyvault, certificates, rust, key, vault, sdk, creating, importing, managing |
azure-keyvault-keys-rust | Azure Key Vault 密钥 Rust SDK。用于创建、管理与使用加密密钥。 | azure, keyvault, keys, rust | azure, keyvault, keys, rust, key, vault, sdk, creating, managing, cryptographic, triggers, keyclient |
azure-keyvault-keys-ts | 使用 Azure Key Vault Keys JavaScript SDK 管理加密密钥。适用于创建、加解密、签名或轮换密钥。 | azure, keyvault, keys, ts | azure, keyvault, keys, ts, cryptographic, key, vault, sdk, javascript, creating, encrypting, decrypting |
azure-messaging-webpubsub-java | 使用 Azure Web PubSub Java SDK 构建实时 Web 应用。适用于 WebSocket 消息、实时更新、聊天或服务端推送。 | azure, messaging, webpubsub, java | azure, messaging, webpubsub, java, real, time, web, applications, pubsub, sdk, implementing, websocket |
azure-mgmt-apicenter-dotnet | Azure API Center .NET SDK。集中管理 API 清单：治理、版本与发现。 | azure, mgmt, apicenter, dotnet | azure, mgmt, apicenter, dotnet, api, center, sdk, net, centralized, inventory, governance, versioning |
azure-mgmt-apicenter-py | Azure API Center 管理 Python SDK。用于管理组织内 API 清单、元数据与治理。 | azure, mgmt, apicenter, py | azure, mgmt, apicenter, py, api, center, sdk, python, managing, inventory, metadata, governance |
azure-mgmt-apimanagement-dotnet | Azure 资源管理 .NET SDK for API Management。 | azure, mgmt, apimanagement, dotnet | azure, mgmt, apimanagement, dotnet, resource, manager, sdk, api, net |
azure-mgmt-apimanagement-py | Azure API Management Python SDK。用于管理 APIM 服务、API、产品、订阅与策略。 | azure, mgmt, apimanagement, py | azure, mgmt, apimanagement, py, api, sdk, python, managing, apim, apis, products, subscriptions |
azure-mgmt-fabric-dotnet | Azure 资源管理 .NET SDK for Fabric。 | azure, mgmt, fabric, dotnet | azure, mgmt, fabric, dotnet, resource, manager, sdk, net |
azure-mgmt-fabric-py | Azure Fabric 管理 Python SDK。用于管理 Microsoft Fabric 容量与资源。 | azure, mgmt, fabric, py | azure, mgmt, fabric, py, sdk, python, managing, microsoft, capacities, resources |
azure-mgmt-mongodbatlas-dotnet | 使用 Azure.ResourceManager.MongoDBAtlas SDK 将 MongoDB Atlas 组织作为 Azure ARM 资源管理。适用于创建、更新、列出或删除 MongoDB Atlas 组织。 | azure, mgmt, mongodbatlas, dotnet | azure, mgmt, mongodbatlas, dotnet, mongodb, atlas, organizations, arm, resources, resourcemanager, sdk, creating |
azure-monitor-opentelemetry-exporter-java | Azure Monitor OpenTelemetry Java 导出器。将追踪、指标与日志导出到 Azure Monitor/Application Insights。 | azure, monitor, opentelemetry, exporter, java | azure, monitor, opentelemetry, exporter, java, export, traces, metrics, logs, application, insights |
azure-monitor-opentelemetry-exporter-py | Azure Monitor OpenTelemetry Python 导出器。用于向 Application Insights 进行底层 OpenTelemetry 导出。 | azure, monitor, opentelemetry, exporter, py | azure, monitor, opentelemetry, exporter, py, python, low, level, export, application, insights |
azure-monitor-opentelemetry-py | Azure Monitor OpenTelemetry Python 发行版。一行配置完成 Application Insights 与自动插桩。 | azure, monitor, opentelemetry, py | azure, monitor, opentelemetry, py, distro, python, one, line, application, insights, setup, auto |
azure-resource-manager-durabletask-dotnet | Azure 资源管理 .NET SDK for Durable Task Scheduler。 | azure, resource, manager, durabletask, dotnet | azure, resource, manager, durabletask, dotnet, sdk, durable, task, scheduler, net |
azure-resource-manager-playwright-dotnet | Azure 资源管理 .NET SDK for Microsoft Playwright Testing。 | azure, resource, manager, playwright, dotnet | azure, resource, manager, playwright, dotnet, sdk, microsoft, testing, net |
azure-resource-manager-redis-dotnet | Azure 资源管理 .NET SDK for Redis。 | azure, resource, manager, redis, dotnet | azure, resource, manager, redis, dotnet, sdk, net |
azure-speech-to-text-rest-py | Azure 语音转文本 REST API（短音频，Python）。用于 60 秒以内音频的简单识别，无需 Speech SDK。 | azure, speech, to, text, rest, py | azure, speech, to, text, rest, py, api, short, audio, python, simple, recognition |
azure-storage-blob-java | 使用 Azure Storage Blob Java SDK 构建 Blob 存储应用。适用于上传、下载、管理文件与容器。 | azure, storage, blob, java | azure, storage, blob, java, applications, sdk, uploading, downloading, managing, files, working, containers |
azure-storage-blob-py | Azure Blob Storage Python SDK。用于上传、下载、列出 Blob、管理容器与 Blob 生命周期。 | azure, storage, blob, py | azure, storage, blob, py, sdk, python, uploading, downloading, listing, blobs, managing, containers |
azure-storage-blob-rust | Azure Blob Storage Rust SDK。用于上传、下载与管理 Blob 与容器。 | azure, storage, blob, rust | azure, storage, blob, rust, sdk, uploading, downloading, managing, blobs, containers |
azure-storage-blob-ts | Azure Blob Storage JavaScript/TypeScript SDK。用于上传、下载、列出与管理 Blob 与容器。 | azure, storage, blob, ts | azure, storage, blob, ts, javascript, typescript, sdk, operations, uploading, downloading, listing, managing |
azure-storage-file-share-ts | Azure 文件共享 JavaScript/TypeScript SDK，用于 SMB 文件共享操作。 | azure, storage, file, share, ts | azure, storage, file, share, ts, javascript, typescript, sdk, smb, operations |
azure-storage-queue-py | Azure 队列存储 Python SDK。用于可靠消息队列、任务分发与异步处理。 | azure, storage, queue, py | azure, storage, queue, py, sdk, python, reliable, message, queuing, task, distribution, asynchronous |
azure-storage-queue-ts | Azure 队列存储 JavaScript/TypeScript SDK。用于发送、接收、查看与删除消息。 | azure, storage, queue, ts | azure, storage, queue, ts, javascript, typescript, sdk, message, operations, sending, receiving, peeking |
azure-web-pubsub-ts | 使用 Azure Web PubSub JavaScript SDK 构建实时消息应用。适用于 WebSocket、实时推送等。 | azure, web, pubsub, ts | azure, web, pubsub, ts, real, time, messaging, applications, sdks, javascript, client, implementing |
backend-architect | 后端架构专家：可扩展 API 设计、微服务架构与分布式系统。 | backend | backend, architect, specializing, scalable, api, microservices, architecture, distributed |
backend-dev-guidelines | Node.js + Express + TypeScript 微服务的偏向后端开发标准：分层架构、BaseController、依赖注入、Prisma 等。 | backend, dev, guidelines | backend, dev, guidelines, opinionated, development, standards, node, js, express, typescript, microservices, covers |
bevy-ecs-expert | 掌握 Bevy 的实体组件系统（ECS）：Systems、Queries、Resources 与并行调度。 | bevy, ecs | bevy, ecs, entity, component, rust, covering, queries, resources, parallel, scheduling |
bullmq-specialist | BullMQ 专家：基于 Redis 的任务队列、后台处理与可靠异步执行（Node.js/TypeScript）。适用于 bullmq、后台任务等。 | bullmq | bullmq, redis, backed, job, queues, background, processing, reliable, async, execution, node, js |
bun-development | 使用 Bun 运行时的现代 JavaScript/TypeScript 开发：包管理、打包、测试与从 Node.js 迁移。 | bun | bun, development, javascript, typescript, runtime, covers, package, bundling, testing, migration, node, js |
cc-skill-coding-standards | TypeScript、JavaScript、React、Node.js 的通用编码标准、最佳实践与模式。 | cc, skill, coding, standards | cc, skill, coding, standards, universal, typescript, javascript, react, node, js, development |
cc-skill-frontend-patterns | React、Next.js、状态管理、性能优化与 UI 最佳实践的前端开发模式。 | cc, skill, frontend | cc, skill, frontend, development, react, next, js, state, performance, optimization, ui |
context7-auto-research | 通过 Context7 API 自动获取最新库/框架文档供 Claude Code 使用。 | context7, auto, research | context7, auto, research, automatically, fetch, latest, library, framework, documentation, claude, code, via |
copilot-sdk | 使用 GitHub Copilot SDK 构建由 Copilot 驱动的应用。适用于在 Node.js/TypeScript、Python、Go、.NET 中做程序化集成。 | copilot, sdk | copilot, sdk, applications, powered, github, creating, programmatic, integrations, node, js, typescript, python |
csharp-pro | 编写现代 C#：records、模式匹配、async/await。优化 .NET 应用、实现企业模式与全面测试。 | csharp | csharp, pro, write, code, features, like, records, matching, async, await, optimizes, net |
dbos-golang | DBOS Go SDK：构建可靠、容错应用与持久化工作流。适用于用 DBOS 写 Go、创建工作流与步骤等。 | dbos, golang | dbos, golang, go, sdk, building, reliable, fault, tolerant, applications, durable, skill, writing |
dbos-python | DBOS Python SDK：构建可靠、容错应用与持久化工作流。适用于用 DBOS 写 Python、创建工作流等。 | dbos, python | dbos, python, sdk, building, reliable, fault, tolerant, applications, durable, skill, writing, code |
dbos-typescript | DBOS TypeScript SDK：构建可靠、容错应用与持久化工作流。适用于用 DBOS 写 TypeScript、创建工作流等。 | dbos, typescript | dbos, typescript, sdk, building, reliable, fault, tolerant, applications, durable, skill, writing, code |
development | 综合 Web、移动与后端开发工作流：前端、后端、全栈与移动技能，覆盖端到端应用交付。 | development, web, mobile, backend, bundling, frontend, full, stack, skills, application, delivery | |
discord-bot-architect | 构建生产级 Discord 机器人的专项技能。涵盖 Discord.js、Pycord、网关意图、斜杠命令、交互组件等。 | discord, bot | discord, bot, architect, specialized, skill, building, bots, covers, js, javascript, pycord, python |
documentation | 文档生成工作流：API 文档、架构文档、README、代码注释与技术写作。 | documentation | documentation, generation, covering, api, docs, architecture, readme, files, code, comments, technical, writing |
dotnet-architect | .NET 后端架构专家：C#、ASP.NET Core、Entity Framework、Dapper 与企业应用模式。 | dotnet | dotnet, architect, net, backend, specializing, asp, core, entity, framework, dapper, enterprise, application |
dotnet-backend-patterns | C#/.NET 后端开发模式：构建稳健 API、MCP 服务与企业应用。涵盖 async/await、依赖注入、EF Core 等。 | dotnet, backend | dotnet, backend, net, development, building, robust, apis, mcp, servers, enterprise, applications, covers |
exa-search | 使用 Exa API 进行语义搜索、相似内容发现与结构化研究。 | exa, search | exa, search, semantic, similar, content, discovery, structured, research, api |
fastapi-pro | 使用 FastAPI、SQLAlchemy 2.0、Pydantic V2 构建高性能异步 API。掌握微服务、WebSocket 与现代 Python 异步模式。 | fastapi | fastapi, pro, high, performance, async, apis, sqlalchemy, pydantic, v2, microservices, websockets, python |
fastapi-router-py | 创建带 CRUD、认证依赖与响应模型的 FastAPI 路由。适用于构建 REST 端点、新路由或 CRUD。 | fastapi, router, py | fastapi, router, py, routers, crud, operations, authentication, dependencies, proper, response, models, building |
fastapi-templates | 创建生产级 FastAPI 项目：异步、依赖注入与完善错误处理。适用于新建 FastAPI 应用或搭建后端。 | fastapi | fastapi, async, dependency, injection, error, handling, building, new, applications, setting, up, backend |
firecrawl-scraper | 使用 Firecrawl API 进行深度抓取、截图、PDF 解析与站点爬取。 | firecrawl, scraper | firecrawl, scraper, deep, web, scraping, screenshots, pdf, parsing, website, crawling, api |
fp-ts-errors | 使用 fp-ts 的 Either 与 TaskEither 将错误作为值处理，写出更清晰、可预测的 TypeScript。适用于 fp-ts 错误处理。 | fp, ts, errors | fp, ts, errors, handle, values, either, taskeither, cleaner, predictable, typescript, code, implementing |
fp-ts-pragmatic | fp-ts 函数式编程的实用、去术语化指南——80/20 见效、无学术包袱。适用于用 fp-ts 写 TypeScript。 | fp, ts, pragmatic | fp, ts, pragmatic, practical, jargon, free, functional, programming, 80, 20, approach, gets |
frontend-design | 打造有辨识度、生产级前端界面：明确美学、高工艺与非通用视觉身份。适用于构建或美化 Web UI、仪表盘等。 | frontend | frontend, distinctive, grade, interfaces, intentional, aesthetics, high, craft, non, generic, visual, identity |
frontend-developer | 构建 React 组件、响应式布局与客户端状态管理。精通 React 19、Next.js 15 与现代前端架构。 | frontend | frontend, developer, react, components, responsive, layouts, handle, client, side, state, masters, 19 |
frontend-mobile-development-component-scaffold | React 组件架构专家：搭建生产级、可访问、高性能组件。生成完整组件实现（含 TypeScript、测试与文档）。 | frontend, mobile, component | frontend, mobile, component, development, scaffold, react, architecture, specializing, scaffolding, accessible, performant, components |
frontend-slides | 从零或从 PowerPoint 创建动画丰富的 HTML 演示。适用于做演示、PPT 转 Web 或为活动做幻灯片。 | frontend, slides | frontend, slides, stunning, animation, rich, html, presentations, scratch, converting, powerpoint, files, user |
game-development/mobile-games | 移动游戏开发原则：触控、电量、性能、应用商店。 | game, development/mobile, games | game, development/mobile, games, mobile, development, principles, touch, input, battery, performance, app, stores |
gemini-api-dev | 使用 Gemini 模型与 Gemini API 构建应用时使用：多模态内容（文本、图像、音频、视频）、函数调用、结构化输出等。 | gemini, api, dev | gemini, api, dev, skill, building, applications, models, working, multimodal, content, text, images |
go-concurrency-patterns | 掌握 Go 并发：goroutine、channel、sync 原语与 context。适用于并发 Go 应用、worker 池或排查竞态。 | go, concurrency | go, concurrency, goroutines, channels, sync, primitives, context, building, concurrent, applications, implementing, worker |
go-playwright | 使用 Playwright Go 进行稳健、隐蔽、高效的浏览器自动化。 | go, playwright | go, playwright, capability, robust, stealthy, efficient, browser, automation |
go-rod-master | 使用 go-rod（Chrome DevTools 协议）进行浏览器自动化与爬取的完整指南，含反检测模式。 | go, rod, master | go, rod, master, browser, automation, web, scraping, chrome, devtools, protocol, including, stealth |
golang-pro | 掌握 Go 1.21+：现代模式、高级并发、性能优化与生产级微服务。 | golang | golang, pro, go, 21, concurrency, performance, optimization, microservices |
hubspot-integration | HubSpot CRM 集成专家模式：OAuth、CRM 对象、关联、批量、Webhook、自定义对象。涵盖 Node.js 与 Python SDK。 | hubspot, integration | hubspot, integration, crm, including, oauth, authentication, objects, associations, batch, operations, webhooks, custom |
javascript-mastery | 覆盖 33+ 核心概念的 JavaScript 参考，从基础类型与闭包到 async/await、函数式等进阶模式。 | javascript, mastery | javascript, mastery, reference, covering, 33, essential, concepts, every, developer, should, know, fundamentals |
javascript-pro | 掌握现代 JavaScript：ES6+、异步与 Node.js API。处理 Promise、事件循环与浏览器/Node 兼容性。 | javascript | javascript, pro, es6, async, node, js, apis, promises, event, loops, browser, compatibility |
javascript-testing-patterns | 使用 Jest、Vitest、Testing Library 实施单元、集成与 E2E 测试策略，含 mock、fixture 与 TDD。 | javascript | javascript, testing, jest, vitest, library, unit, tests, integration, mocking, fixtures, test, driven |
javascript-typescript-typescript-scaffold | TypeScript 项目架构专家：搭建生产级 Node.js 与前端应用。生成完整项目结构（pnpm、Vite、ESLint 等）。 | javascript, typescript | javascript, typescript, scaffold, architecture, specializing, scaffolding, node, js, frontend, applications, generate, complete |
launch-strategy | 用户要规划产品发布、功能公告或发布策略时使用。也适用于「launch」「Product Hunt」「go-to-market」等。 | launch | launch, user, wants, plan, product, feature, announcement, release, mentions, hunt, go, market |
m365-agents-ts | Microsoft 365 Agents TypeScript/Node.js SDK。 | m365, agents, ts | m365, agents, ts, microsoft, 365, sdk, typescript, node, js |
makepad-skills | Rust 应用 Makepad UI 开发技能：搭建、模式、着色器、打包与排错。 | makepad, skills | makepad, skills, ui, development, rust, apps, setup, shaders, packaging, troubleshooting |
memory-safety-patterns | 在 Rust、C++、C 中实现内存安全：RAII、所有权、智能指针与资源管理。适用于安全系统代码或资源管理。 | memory, safety | memory, safety, safe, programming, raii, ownership, smart, pointers, resource, rust, writing, code |
microsoft-azure-webjobs-extensions-authentication-events-dotnet | Microsoft Entra 认证事件 .NET SDK。Azure Functions 中自定义认证扩展的触发器。 | microsoft, azure, webjobs, extensions, authentication, events, dotnet | microsoft, azure, webjobs, extensions, authentication, events, dotnet, entra, sdk, net, functions, triggers |
mobile-design | iOS 与 Android 的移动优先设计与工程原则：触控、性能、平台惯例、离线与移动决策。 | mobile | mobile, first, engineering, doctrine, ios, android, apps, covers, touch, interaction, performance, platform |
mobile-developer | 使用 React Native、Flutter 或原生开发移动应用及现代架构。精通跨平台、原生集成、离线同步与应用商店优化。 | mobile | mobile, developer, develop, react, native, flutter, apps, architecture, masters, cross, platform, development |
modern-javascript-patterns | 掌握 ES6+：async/await、解构、展开、箭头函数、Promise、模块、迭代器、生成器与函数式模式。 | modern, javascript | modern, javascript, es6, features, including, async, await, destructuring, spread, operators, arrow, functions |
multi-platform-apps-multi-platform | 使用 API 优先与并行实现，在 Web、移动与桌面上一致构建与部署同一功能。 | multi, platform, apps | multi, platform, apps, deploy, same, feature, consistently, web, mobile, desktop, platforms, api |
n8n-code-python | 在 n8n Code 节点中编写 Python。适用于 n8n 内 Python、_input/_json/_node 语法、标准库或了解 n8n 中 Python 限制。 | n8n, code, python | n8n, code, python, write, nodes, writing, input, json, node, syntax, working, standard |
n8n-node-configuration | 按操作类型提供节点配置指导。适用于配置节点、理解属性依赖、确定必填、选择 get_node 详细程度等。 | n8n, node, configuration | n8n, node, configuration, operation, aware, guidance, configuring, nodes, understanding, property, dependencies, determining |
observe-whatsapp | 在 Kapso 中观察与排查 WhatsApp：调试送达、检查 Webhook 投递/重试、甄别 API 错误、运行健康检查。适用于生产问题或送达失败。 | observe, whatsapp | observe, whatsapp, troubleshoot, kapso, debug, message, delivery, inspect, webhook, deliveries, retries, triage |
product-manager-toolkit | 产品经理工具包：RICE 优先级、用户访谈分析、PRD 模板、发现框架与上市策略。 | product, manager | product, manager, toolkit, managers, including, rice, prioritization, customer, interview, analysis, prd, discovery |
python-development-python-scaffold | Python 项目架构专家：搭建生产级 Python 应用。生成完整项目结构（uv、FastAPI、Django 等）与类型提示。 | python | python, development, scaffold, architecture, specializing, scaffolding, applications, generate, complete, structures, tooling, uv |
python-fastapi-development | Python FastAPI 后端开发：异步、SQLAlchemy、Pydantic、认证与生产 API 模式。 | python, fastapi | python, fastapi, development, backend, async, sqlalchemy, pydantic, authentication, api |
python-packaging | 创建可分发 Python 包：项目结构、setup.py/pyproject.toml 与发布到 PyPI。适用于打包库、CLI 或分发 Python 项目。 | python, packaging | python, packaging, distributable, packages, proper, structure, setup, py, pyproject, toml, publishing, pypi |
python-patterns | Python 开发原则与决策：框架选型、异步、类型提示、项目结构。教思路而非照抄。 | python | python, development, principles, decision, making, framework, selection, async, type, hints, structure, teaches |
python-performance-optimization | 使用 cProfile、内存分析器与最佳实践分析与优化 Python。适用于排查慢代码、优化瓶颈或提升性能。 | python, performance, optimization | python, performance, optimization, profile, optimize, code, cprofile, memory, profilers, debugging, slow, optimizing |
python-pro | 掌握 Python 3.12+：现代特性、异步、性能与生产实践。精通 uv、ruff、pydantic、FastAPI 等生态。 | python | python, pro, 12, features, async, programming, performance, optimization, latest, ecosystem, including, uv |
python-testing-patterns | 使用 pytest、fixture、mock 与 TDD 实施测试策略。适用于写 Python 测试、搭建测试套件或测试实践。 | python | python, testing, pytest, fixtures, mocking, test, driven, development, writing, tests, setting, up |
react-best-practices | 来自 Vercel 的 React/Next.js 性能优化指南。在编写、审阅或重构 React/Next.js 时使用以确保性能最佳实践。 | react, best, practices | react, best, practices, next, js, performance, optimization, guidelines, vercel, engineering, skill, should |
react-flow-architect | ReactFlow 架构专家：构建带层级节点-边、性能优化与自动布局的交互图应用。适用于 React Flow 画布与工作流编辑器。 | react, flow | react, flow, architect, reactflow, building, interactive, graph, applications, hierarchical, node, edge, performance |
react-flow-node-ts | 用 TypeScript 类型、手柄与 Zustand 创建 React Flow 节点组件。适用于为画布建自定义节点、可视化工作流等。 | react, flow, node, ts | react, flow, node, ts, components, typescript, types, zustand, integration, building, custom, nodes |
react-modernization | 将 React 应用升级到最新版、从类组件迁移到 Hooks、采用并发特性。适用于现代化 React 代码库或升级版本。 | react, modernization | react, modernization, upgrade, applications, latest, versions, migrate, class, components, hooks, adopt, concurrent |
react-native-architecture | 使用 Expo、导航、原生模块、离线同步与跨平台模式构建生产级 React Native 应用。适用于移动应用开发与原生集成。 | react, native, architecture | react, native, architecture, apps, expo, navigation, modules, offline, sync, cross, platform, developing |
react-nextjs-development | React 与 Next.js 14+ 应用开发：App Router、Server Components、TypeScript、Tailwind 与现代前端模式。 | react, nextjs | react, nextjs, development, next, js, 14, application, app, router, server, components, typescript |
react-patterns | 现代 React 模式与原则：Hooks、组合、性能与 TypeScript 最佳实践。 | react | react, principles, hooks, composition, performance, typescript |
react-state-management | 掌握现代 React 状态管理：Redux Toolkit、Zustand、Jotai、React Query。适用于全局状态、服务端状态或选型。 | react, state | react, state, redux, toolkit, zustand, jotai, query, setting, up, global, managing, server |
reference-builder | 创建详尽技术参考与 API 文档。生成参数列表、配置指南与可搜索参考资料。适用于 API 文档、配置参考或完整技术规格。 | reference, builder | reference, builder, creates, exhaustive, technical, references, api, documentation, generates, parameter, listings, configuration |
remotion-best-practices | Remotion 最佳实践——在 React 中创作视频。 | remotion, video, react, animation, composition | remotion, video, react, animation, composition, creation |
ruby-pro | 编写地道 Ruby：元编程、Rails 模式与性能优化。专注 Ruby on Rails、gem 开发与测试框架。 | ruby | ruby, pro, write, idiomatic, code, metaprogramming, rails, performance, optimization, specializes, gem, development |
rust-async-patterns | 掌握 Rust 异步：Tokio、async trait、错误处理与并发模式。适用于构建异步 Rust 应用、实现并发或调试 async。 | rust, async | rust, async, programming, tokio, traits, error, handling, concurrent, building, applications, implementing, debugging |
rust-pro | 掌握 Rust 1.75+：现代异步、高级类型系统与生产级系统编程。 | rust | rust, pro, 75, async, type, features, programming |
senior-fullstack | 综合全栈开发技能：使用 React、Next.js、Node.js、GraphQL、PostgreSQL 构建完整 Web 应用。含项目脚手架、代码质量与架构。 | senior, fullstack | senior, fullstack, development, skill, building, complete, web, applications, react, next, js, node |
shopify-apps | Shopify 应用开发专家模式：Remix/React Router、嵌入式 App Bridge、Webhook、GraphQL Admin API、Polaris、计费与应用扩展。 | shopify, apps | shopify, apps, app, development, including, remix, react, router, embedded, bridge, webhook, handling |
shopify-development | 使用 GraphQL Admin API、Shopify CLI、Polaris UI、Liquid 构建 Shopify 应用、扩展与主题。 | shopify | shopify, development, apps, extensions, themes, graphql, admin, api, cli, polaris, ui, liquid |
slack-automation | 通过 Rube MCP (Composio) 自动化 Slack：消息、频道、搜索、反应与线程。发送消息、搜索会话、管理频道/用户等。 | slack | slack, automation, automate, messaging, channel, search, reactions, threads, via, rube, mcp, composio |
slack-bot-builder | 使用 Bolt 在 Python、JavaScript、Java 中构建 Slack 应用。涵盖 Block Kit、交互组件、斜杠命令、事件与 OAuth。 | slack, bot, builder | slack, bot, builder, apps, bolt, framework, python, javascript, java, covers, block, kit |
swiftui-expert-skill | 编写、审阅或改进 SwiftUI 代码：状态管理、视图组合、性能、现代 API、Swift 并发与 iOS 26+ Liquid Glass。适用于构建 SwiftUI 界面。 | swiftui, skill | swiftui, skill, write, review, improve, code, following, state, view, composition, performance, apis |
systems-programming-rust-project | Rust 项目架构专家：搭建生产级 Rust 应用。生成完整项目结构（cargo、模块、测试与文档）。 | programming, rust | programming, rust, architecture, specializing, scaffolding, applications, generate, complete, structures, cargo, tooling, proper |
tavily-web | 使用 Tavily API 进行 Web 搜索、内容提取、爬取与研究。 | tavily, web | tavily, web, search, content, extraction, crawling, research, capabilities, api |
telegram-mini-app | 构建 Telegram Mini Apps (TWA) 专家：在 Telegram 内运行的类原生 Web 应用。涵盖 TON 生态、Telegram Web App API、支付与认证。 | telegram, mini, app | telegram, mini, app, building, apps, twa, web, run, inside, native, like, experience |
temporal-python-testing | 使用 pytest、时间跳过与 mock 策略测试 Temporal 工作流。涵盖单元、集成、回放与本地开发。 | temporal, python | temporal, python, testing, test, pytest, time, skipping, mocking, covers, unit, integration, replay |
twilio-communications | 使用 Twilio 构建通信能力：短信、语音、WhatsApp Business API、用户验证（2FA）。从简单通知到复杂 IVR。 | twilio, communications | twilio, communications, communication, features, sms, messaging, voice, calls, whatsapp, business, api, user |
typescript-advanced-types | 掌握 TypeScript 高级类型：泛型、条件类型、映射类型、模板字面量与工具类型，以构建类型安全应用。 | typescript, advanced, types | typescript, advanced, types, type, including, generics, conditional, mapped, literals, utility, building, safe |
typescript-expert | TypeScript 与 JavaScript 专家：类型级编程、性能、monorepo、迁移与现代工具。适用于 TS/JS 问题、复杂类型或架构决策。 | typescript | typescript, javascript, deep, knowledge, type, level, programming, performance, optimization, monorepo, migration, tooling |
typescript-pro | 掌握 TypeScript：高级类型、泛型与严格类型安全。处理复杂类型系统、装饰器与企业级模式。 | typescript | typescript, pro, types, generics, strict, type, safety, complex, decorators, enterprise, grade |
ui-ux-pro-max | UI/UX 设计智能：50 种风格、21 套配色、50 种字体搭配、20 种图表、9 种技术栈（React、Next.js、Vue 等）。可规划、构建、创建。 | ui, ux, max | ui, ux, max, pro, intelligence, 50, styles, 21, palettes, font, pairings, 20 |
uv-package-manager | 掌握 uv 包管理器：快速 Python 依赖、虚拟环境与现代项目流程。适用于搭建 Python 项目、管理依赖或优化工作流。 | uv, package, manager | uv, package, manager, fast, python, dependency, virtual, environments, setting, up, managing, dependencies |
viral-generator-builder | 构建易传播的生成器工具专家：名字生成器、测验、头像、性格测试、计算器。涵盖传播心理与病毒机制。 | viral, generator, builder | viral, generator, builder, building, shareable, go, name, generators, quiz, makers, avatar, creators |
webapp-testing | 使用 Playwright 与本地 Web 应用交互和测试的工具集。支持验证前端功能、调试 UI、截图与查看页面。 | webapp | webapp, testing, toolkit, interacting, local, web, applications, playwright, supports, verifying, frontend, functionality |
zustand-store-ts | 用 TypeScript、subscribeWithSelector 中间件与状态/动作分离创建 Zustand 仓库。适用于 React 状态管理或创建全局仓库。 | zustand, store, ts | zustand, store, ts, stores, typescript, subscribewithselector, middleware, proper, state, action, separation, building |
通用 (189)
| Skill | Description | Tags | Triggers |
|---|---|---|---|
00-andruia-consultant | Andru.ia 首席解决方案架构师与技术顾问。为西班牙语 AI 项目诊断并规划最优路线图。 | 00, andruia, consultant | 00, andruia, consultant, arquitecto, de, soluciones, principal, consultor, tecnol, gico, andru, ia |
10-andruia-skill-smith | Andru.ia 系统工程师。按钻石标准在设计、编写并部署仓库内新技能（skills）。 | 10, andruia, skill, smith | 10, andruia, skill, smith, ingeniero, de, sistemas, andru, ia, dise, redacta, despliega |
20-andruia-niche-intelligence | Andru.ia 领域情报策略师。分析项目特定细分以注入知识、法规与行业标准。 | 20, andruia, niche, intelligence | 20, andruia, niche, intelligence, estratega, de, inteligencia, dominio, andru, ia, analiza, el |
address-github-comments | 使用 gh CLI 处理 GitHub 上开放 Pull Request 的评审或 issue 评论时使用。 | address, github, comments | address, github, comments, review, issue, open, pull, request, gh, cli |
agent-manager-skill | 通过 tmux 会话管理多个本地 CLI 智能体（启停/监控/分配），支持 cron 式调度。 | agent, manager, skill | agent, manager, skill, multiple, local, cli, agents, via, tmux, sessions, start, stop |
algorithmic-art | 使用 p5.js 与种子随机、交互式参数探索创作算法艺术。适用于用代码创作艺术、生成艺术、流场等。 | algorithmic, art | algorithmic, art, creating, p5, js, seeded, randomness, interactive, parameter, exploration, users, request |
angular-best-practices | Angular 性能优化与最佳实践指南。适用于编写、审阅或重构 Angular 代码以优化性能与包体积。 | angular, best, practices | angular, best, practices, performance, optimization, writing, reviewing, refactoring, code, optimal, bundle, size |
angular-migration | 从 AngularJS 迁移到 Angular：混合模式、增量组件重写与依赖注入更新。适用于升级 AngularJS 应用或规划迁移。 | angular, migration | angular, migration, migrate, angularjs, hybrid, mode, incremental, component, rewriting, dependency, injection, updates |
anti-reversing-techniques | 理解逆向分析中遇到的抗逆向、混淆与保护手段。适用于分析受保护二进制、在授权分析中绕过抗调试等。 | anti, reversing, techniques | anti, reversing, techniques, understand, obfuscation, protection, encountered, during, software, analysis, analyzing, protected |
apify-lead-generation | 通过抓取 Google Maps、网站、Instagram、TikTok、Facebook、LinkedIn、YouTube、Google Search 生成 B2B/B2C 线索。适用于寻找线索、潜在客户等。 | apify, lead, generation | apify, lead, generation, generates, b2b, b2c, leads, scraping, google, maps, websites, instagram |
apify-trend-analysis | 在 Google Trends、Instagram、Facebook、YouTube、TikTok 上发现与追踪趋势以指导内容策略。 | apify, trend | apify, trend, analysis, discover, track, emerging, trends, google, instagram, facebook, youtube, tiktok |
app-builder | 主应用构建编排器。从自然语言需求创建全栈应用。确定项目类型、选择技术栈并协调构建。 | app, builder | app, builder, main, application, building, orchestrator, creates, full, stack, applications, natural, language |
app-builder/templates | 新应用的项目脚手架模板。从零创建新项目时使用。含 12 种技术栈模板。 | app, builder/templates | app, builder/templates, scaffolding, new, applications, creating, scratch, contains, 12, various, tech, stacks |
arm-cortex-expert | 资深嵌入式软件工程师：ARM Cortex-M 微控制器（Teensy、STM32、nRF52、SAMD）固件与驱动开发。 | arm, cortex | arm, cortex, senior, embedded, software, engineer, specializing, firmware, driver, development, microcontrollers, teensy |
avalonia-layout-zafiro | 使用 Zafiro.Avalonia 的现代 Avalonia UI 布局指南：共享样式、通用组件与减少 XAML 重复。 | avalonia, layout, zafiro | avalonia, layout, zafiro, guidelines, ui, emphasizing, shared, styles, generic, components, avoiding, xaml |
avalonia-zafiro-development | 使用 Zafiro 工具包的 Avalonia UI 开发必备技能、约定与行为规则。 | avalonia, zafiro | avalonia, zafiro, development, mandatory, skills, conventions, behavioral, rules, ui, toolkit |
aws-cost-cleanup | 自动清理未使用的 AWS 资源以降低成本。 | aws, cost, cleanup | aws, cost, cleanup, automated, unused, resources, reduce, costs |
aws-cost-optimizer | 使用 AWS CLI 与 Cost Explorer 进行全面的 AWS 成本分析与优化建议。 | aws, cost, optimizer | aws, cost, optimizer, analysis, optimization, recommendations, cli, explorer |
backtesting-frameworks | 为交易策略构建稳健回测系统：正确处理前视偏差、幸存者偏差与交易成本。适用于开发交易算法、验证策略等。 | backtesting, frameworks | backtesting, frameworks, robust, trading, proper, handling, look, ahead, bias, survivorship, transaction, costs |
bazel-build-optimization | 优化大规模 monorepo 的 Bazel 构建。适用于配置 Bazel、实现远程执行或为企业代码库优化构建性能。 | bazel, build, optimization | bazel, build, optimization, optimize, large, scale, monorepos, configuring, implementing, remote, execution, optimizing |
blockchain-developer | 构建生产级 Web3 应用、智能合约与去中心化系统。实现 DeFi 协议、NFT 平台、DAO 与企业区块链集成。 | blockchain | blockchain, developer, web3, applications, smart, contracts, decentralized, implements, defi, protocols, nft, platforms |
brand-guidelines-anthropic | 将 Anthropic 官方品牌色与排版应用于任何需要 Anthropic 风格的制品。在需要品牌色或视觉规范时使用。 | brand, guidelines, anthropic | brand, guidelines, anthropic, applies, official, colors, typography, any, sort, artifact, may, benefit |
brand-guidelines-community | 将 Anthropic 官方品牌色与排版应用于任何需要 Anthropic 风格的制品。在需要品牌色或视觉规范时使用。 | brand, guidelines, community | brand, guidelines, community, applies, anthropic, official, colors, typography, any, sort, artifact, may |
busybox-on-windows | 如何在 Windows 上使用 BusyBox 的 Win32 构建运行常用 UNIX 命令行工具。 | busybox, on, windows | busybox, on, windows, how, win32, run, many, standard, unix, command, line |
c-pro | 编写高效 C 代码：正确内存管理与指针。 | c | c, pro, write, efficient, code, proper, memory, pointer |
canvas-design | 用设计哲学在 .png、.pdf 中创作视觉艺术。用户要求做海报、艺术作品、设计等时使用。 | canvas | canvas, beautiful, visual, art, png, pdf, documents, philosophy, should, skill, user, asks |
carrier-relationship-management | 承运商组合管理、运价谈判、承运商表现追踪、运力分配与战略承运商关系的成文专家经验。 | carrier, relationship | carrier, relationship, codified, expertise, managing, portfolios, negotiating, freight, rates, tracking, performance, allocating |
cc-skill-continuous-learning | 来自 everything-claude-code 的开发技能。 | cc, skill, continuous, learning | cc, skill, continuous, learning, development, everything, claude, code |
cc-skill-project-guidelines-example | 项目指南技能（示例）。 | cc, skill, guidelines, example | cc, skill, guidelines, example |
cc-skill-strategic-compact | 来自 everything-claude-code 的开发技能。 | cc, skill, strategic, compact | cc, skill, strategic, compact, development, everything, claude, code |
claude-ally-health | 健康助手技能：医学信息分析、症状追踪与健康指导。 | claude, ally, health | claude, ally, health, assistant, skill, medical, information, analysis, symptom, tracking, wellness, guidance |
claude-code-guide | 有效使用 Claude Code 的主指南：配置模板、提示策略与「Thinking」关键词、调试技巧与最佳实践。 | claude, code | claude, code, effectively, includes, configuration, prompting, thinking, keywords, debugging, techniques, interacting, wit |
claude-scientific-skills | 科学研究与分析技能。 | claude, scientific, skills | claude, scientific, skills, research, analysis |
claude-speed-reader | 以 600+ WPM 使用 RSVP 与 Spritz 式 ORP 高亮速读 Claude 回复。 | claude, speed, reader | claude, speed, reader, read, responses, 600, wpm, rsvp, spritz, style, orp, highlighting |
claude-win11-speckit-update-skill | Windows 11 系统管理。 | claude, win11, speckit, update, skill | claude, win11, speckit, update, skill, windows, 11 |
clean-code | 应用 Robert C. Martin《Clean Code》原则。在编写、审阅或重构代码时使用以确保高质量、可读性与可维护性。 | clean, code | clean, code, applies, principles, robert, martin, skill, writing, reviewing, refactoring, high, quality |
cloudflare-workers-expert | Cloudflare Workers 与边缘计算生态专家。涵盖 Wrangler、KV、D1、Durable Objects、R2 存储。 | cloudflare, workers | cloudflare, workers, edge, computing, ecosystem, covers, wrangler, kv, d1, durable, objects, r2 |
code-documentation-code-explain | 代码教育专家：通过清晰叙述、图示与分步拆解解释复杂代码，将难点转化为可理解说明。 | code, documentation, explain | code, documentation, explain, education, specializing, explaining, complex, through, clear, narratives, visual, diagrams |
code-refactoring-context-restore | 在代码重构上下文恢复相关工作中使用。 | code, refactoring, restore | code, refactoring, restore, context, working |
code-refactoring-tech-debt | 技术债务专家：识别、量化与排序软件项目中的技术债务。分析代码库并制定还债计划。 | code, refactoring, tech, debt | code, refactoring, tech, debt, technical, specializing, identifying, quantifying, prioritizing, software, analyze, codebase |
code-review-excellence | 掌握有效代码评审实践：给出建设性反馈、尽早发现缺陷、促进知识共享并保持团队士气。适用于评审 PR、建立评审规范等。 | code, excellence | code, excellence, review, effective, provide, constructive, feedback, catch, bugs, early, foster, knowledge |
codebase-cleanup-tech-debt | 技术债务专家：识别、量化与排序软件项目中的技术债务。分析代码库并制定还债计划。 | codebase, cleanup, tech, debt | codebase, cleanup, tech, debt, technical, specializing, identifying, quantifying, prioritizing, software, analyze, uncover |
commit | 按 Sentry 规范编写提交信息。在提交代码、撰写提交信息或整理 git 历史时使用。遵循 conventional commits。 | commit | commit, messages, following, sentry, conventions, committing, code, changes, writing, formatting, git, history |
comprehensive-review-full-review | 在进行全面完整评审时使用。 | comprehensive, full | comprehensive, full, review, working |
comprehensive-review-pr-enhance | PR 优化专家：创建便于高效代码评审的高质量 Pull Request。生成完整 PR 描述、自动化评审流程等。 | comprehensive, pr, enhance | comprehensive, pr, enhance, review, optimization, specializing, creating, high, quality, pull, requests, facilitate |
computer-vision-expert | 前沿计算机视觉专家（2026）。专注 YOLO26、Segment Anything 3 (SAM 3)、视觉语言模型与实时空间分析。 | computer, vision | computer, vision, sota, 2026, specialized, yolo26, segment, anything, sam, language, models, real |
concise-planning | 用户要求为编码任务制定计划时使用，以生成清晰、可执行、原子化的清单。 | concise, planning | concise, planning, user, asks, plan, coding, task, generate, clear, actionable, atomic, checklist |
context-compression | 为长时间会话设计与评估压缩策略。 | compression | compression, context, evaluate, long, running, sessions |
context-fundamentals | 理解上下文是什么、为何重要以及智能体系统中上下文的构成。 | fundamentals | fundamentals, context, understand, what, why, matters, anatomy, agent |
context-management-context-restore | 在上下文管理中的上下文恢复相关工作中使用。 | restore | restore, context, working |
context-management-context-save | 在上下文管理中的上下文保存相关工作中使用。 | save | save, context, working |
context-optimization | 应用压缩、掩码与缓存策略。 | optimization | optimization, context, apply, compaction, masking, caching |
cpp-pro | 编写地道 C++：现代特性、RAII、智能指针与 STL。处理模板、移动语义与性能优化。 | cpp | cpp, pro, write, idiomatic, code, features, raii, smart, pointers, stl, algorithms, move |
create-pr | 按 Sentry 规范创建 Pull Request。在开 PR、写 PR 描述或准备变更评审时使用。遵循 Sentry 代码评审指南。 | create, pr | create, pr, pull, requests, following, sentry, conventions, opening, prs, writing, descriptions, preparing |
culture-index | 对文化文档进行索引与搜索。 | culture, index | culture, index, search, documentation |
daily-news-report | 按预设 URL 列表抓取内容、筛选高质量技术信息并生成每日 Markdown 报告。 | daily, news, report | daily, news, report, scrapes, content, preset, url, list, filters, high, quality, technical |
debugging-strategies | 掌握系统化调试、性能剖析与根因分析，在任何代码库或技术栈中高效定位缺陷。适用于排查 Bug、性能问题等。 | debugging, strategies | debugging, strategies, systematic, techniques, profiling, root, cause, analysis, efficiently, track, down, bugs |
debugging-toolkit-smart-debug | 在使用调试工具包智能调试时使用。 | debugging, debug | debugging, debug, toolkit, smart, working |
design-md | 分析 Stitch 项目并将语义设计系统综合为 DESIGN.md 文件。 | md | md, analyze, stitch, synthesize, semantic, files |
dispatching-parallel-agents | 当存在 2 个以上可独立进行、无共享状态或顺序依赖的任务时使用。 | dispatching, parallel, agents | dispatching, parallel, agents, facing, independent, tasks, worked, without, shared, state, sequential, dependencies |
docx-official | 全面的文档创建、编辑与分析，支持修订、批注、格式保留与文本提取。当 Claude 需处理专业文档时使用。 | docx, official | docx, official, document, creation, editing, analysis, tracked, changes, comments, formatting, preservation, text |
dx-optimizer | 开发者体验专家。改进工具链、环境与工作流。在搭建新项目、收到团队反馈或发现开发摩擦时主动使用。 | dx, optimizer | dx, optimizer, developer, experience, improves, tooling, setup, proactively, setting, up, new, after |
email-sequence | 用户要创建或优化邮件序列、滴灌活动、自动化邮件流或生命周期邮件时使用。也适用于「email sequence」「drip campaign」等。 | email, sequence | email, sequence, user, wants, optimize, drip, campaign, automated, flow, lifecycle, program, mentions |
energy-procurement | 电力与燃气采购、电价优化、需量费管理、可再生能源 PPA 评估与多设施能源成本管理的成文专家经验。 | energy, procurement | energy, procurement, codified, expertise, electricity, gas, tariff, optimisation, demand, charge, renewable, ppa |
environment-setup-guide | 指导开发者搭建开发环境：工具、依赖与配置。 | environment, setup | environment, setup, developers, through, setting, up, development, environments, proper, dependencies, configurations |
error-debugging-multi-agent-review | 在进行错误调试多智能体评审时使用。 | error, debugging, multi, agent | error, debugging, multi, agent, review, working |
error-diagnostics-smart-debug | 在进行错误诊断智能调试时使用。 | error, diagnostics, debug | error, diagnostics, debug, smart, working |
evaluation | 为智能体系统构建评估框架。 | evaluation | evaluation, frameworks, agent |
executing-plans | 当你有成文的实施计划要在单独会话中执行并带有评审检查点时使用。 | executing, plans | executing, plans, written, plan, execute, separate, session, review, checkpoints |
fal-platform | 平台 API：模型管理、定价与使用追踪。 | fal, platform | fal, platform, apis, model, pricing, usage, tracking |
ffuf-claude-skill | 使用 ffuf 进行 Web 模糊测试。 | ffuf, claude, skill | ffuf, claude, skill, web, fuzzing |
file-organizer | 按上下文智能整理文件与文件夹：发现重复、建议更好结构。用户要整理目录、下载或清理时使用。 | file, organizer | file, organizer, intelligently, organizes, files, folders, understanding, context, finding, duplicates, suggesting, better |
finishing-a-development-branch | 当实现完成、测试通过且需决定如何整合工作时使用——通过呈现合并/PR/收尾选项引导完成开发。 | finishing, a, branch | finishing, a, branch, development, complete, all, tests, pass, decide, how, integrate, work |
fix-review | 确认修复提交已解决审计发现且未引入新缺陷。 | fix | fix, review, verify, commits, address, audit, findings, without, new, bugs |
form-cro | 优化非注册/账号类的任何表单：潜在客户捕获、联系、演示申请、申请、调查、报价与结账表单。 | form, cro | form, cro, optimize, any, signup, account, registration, including, lead, capture, contact, demo |
framework-migration-code-migrate | 代码迁移专家：在框架、语言、版本与平台间迁移代码库。生成迁移计划、自动化脚本与验证。 | framework, migration, code, migrate | framework, migration, code, migrate, specializing, transitioning, codebases, between, frameworks, languages, versions, platforms |
game-development | 游戏开发编排器。按项目需求路由到平台专项技能。 | game | game, development, orchestrator, routes, platform, specific, skills |
game-development/2d-games | 2D 游戏开发原则：精灵、瓦片图、物理、相机。 | game, development/2d, games | game, development/2d, games, 2d, development, principles, sprites, tilemaps, physics, camera |
game-development/3d-games | 3D 游戏开发原则：渲染、着色器、物理、相机。 | game, development/3d, games | game, development/3d, games, 3d, development, principles, rendering, shaders, physics, cameras |
game-development/game-audio | 游戏音频原则：音效设计、音乐集成、自适应音频系统。 | game, development/game, audio | game, development/game, audio, principles, sound, music, integration, adaptive |
game-development/game-design | 游戏设计原则：GDD 结构、平衡、玩家心理、进度。 | game, development/game | game, development/game, principles, gdd, structure, balancing, player, psychology, progression |
game-development/pc-games | PC 与主机游戏开发原则：引擎选型、平台特性、优化策略。 | game, development/pc, games | game, development/pc, games, pc, console, development, principles, engine, selection, platform, features, optimization |
game-development/vr-ar | VR/AR 开发原则：舒适度、交互、性能要求。 | game, development/vr, ar | game, development/vr, ar, vr, development, principles, comfort, interaction, performance, requirements |
game-development/web-games | 浏览器游戏开发原则：框架选型、WebGPU、优化、PWA。 | game, development/web, games | game, development/web, games, web, browser, development, principles, framework, selection, webgpu, optimization, pwa |
git-advanced-workflows | 掌握进阶 Git 工作流：rebase、cherry-pick、bisect、worktree、reflog，以保持清晰历史并从任何情况恢复。适用于复杂 Git 历史等。 | git, advanced | git, advanced, including, rebasing, cherry, picking, bisect, worktrees, reflog, maintain, clean, history |
git-pr-workflows-onboard | 远程优先组织中的入职与知识传递专家：技术团队融入与加速学习。 | git, pr, onboard | git, pr, onboard, onboarding, knowledge, transfer, architect, deep, experience, remote, first, organizations |
git-pr-workflows-pr-enhance | PR 优化专家：创建便于高效代码评审的高质量 Pull Request。生成完整 PR 描述、自动化评审等。 | git, pr, enhance | git, pr, enhance, optimization, specializing, creating, high, quality, pull, requests, facilitate, efficient |
git-pushing | 暂存、提交并推送 git 变更，使用 conventional commit 信息。在用户要提交推送、提到推送到远端或要求保存并推送时使用。 | git, pushing | git, pushing, stage, commit, push, changes, conventional, messages, user, wants, mentions, remote |
github-issue-creator | 将草稿笔记、错误日志、语音转写或截图转为规范的 GitHub 风格 Markdown issue。用户粘贴 Bug 信息、错误或非正式描述并希望生成 issue 时使用。 | github, issue, creator | github, issue, creator, convert, raw, notes, error, logs, voice, dictation, screenshots, crisp |
godot-4-migration | Godot 3.x 迁移到 Godot 4（GDScript 2.0）的专项指南：语法变更、Tween、导出等。 | godot, 4, migration | godot, 4, migration, specialized, migrating, gdscript, covering, syntax, changes, tweens, exports |
haskell-pro | Haskell 专家工程师：高级类型系统与纯函数式。 | haskell | haskell, pro, engineer, specializing, type, pure |
hierarchical-agent-memory | 作用域 CLAUDE.md 记忆系统，降低上下文 token 消耗。创建目录级上下文文件、通过仪表盘追踪节省并将智能体路由到正确子上下文。 | hierarchical, agent, memory | hierarchical, agent, memory, scoped, claude, md, reduces, context, token, spend, creates, directory |
hig-components-content | Apple 人机界面指南：内容展示类组件。 | hig, components, content | hig, components, content, apple, human, interface, guidelines, display |
hig-components-controls | Apple HIG 中选择与输入类控件：选择器、开关、滑块、步进器、分段控件、组合框、文本框等。 | hig, components, controls | hig, components, controls, apple, guidance, selection, input, including, pickers, toggles, sliders, steppers |
hig-components-dialogs | Apple HIG 中展示类组件：告警、操作表、弹出框、表单与数字输入视图。 | hig, components, dialogs | hig, components, dialogs, apple, guidance, presentation, including, alerts, action, sheets, popovers, digit |
hig-components-layout | Apple 人机界面指南：布局与导航类组件。 | hig, components, layout | hig, components, layout, apple, human, interface, guidelines, navigation |
hig-components-menus | Apple HIG 中菜单与按钮类组件：菜单、上下文菜单、工具栏、操作按钮、弹出按钮等。 | hig, components, menus | hig, components, menus, apple, guidance, menu, button, including, context, dock, edit, bar |
hig-components-search | Apple HIG 中与导航相关的组件：搜索框、页面控件、路径控件。 | hig, components, search | hig, components, search, apple, guidance, navigation, related, including, fields, page, controls, path |
hig-components-status | Apple HIG 中状态与进度类 UI 组件：进度指示器、状态栏、活动圆环。 | hig, components, status | hig, components, status, apple, guidance, progress, ui, including, indicators, bars, activity, rings |
hig-components-system | Apple HIG 中系统体验组件：小组件、实时活动、通知、表盘复杂功能、主屏快捷操作、Watch 表盘等。 | hig, components | hig, components, apple, guidance, experience, widgets, live, activities, notifications, complications, home, screen |
hig-foundations | Apple 人机界面指南设计基础。 | hig, foundations | hig, foundations, apple, human, interface, guidelines |
hig-platforms | Apple 人机界面指南：平台特定设计。 | hig, platforms | hig, platforms, apple, human, interface, guidelines, platform, specific |
hig-project-context | 创建或更新供其他 HIG 技能使用的共享 Apple 设计上下文文档。 | hig | hig, context, update, shared, apple, document, other, skills, tailor, guidance |
hugging-face-cli | 使用 hf CLI 执行 Hugging Face Hub 操作。适用于下载模型/数据集/Spaces、上传到 Hub、创建仓库、管理本地缓存或运行计算任务。 | hugging, face, cli | hugging, face, cli, execute, hub, operations, hf, user, download, models, datasets, spaces |
hugging-face-jobs | 用户要在 Hugging Face Jobs 基础设施上运行任何工作负载时使用。涵盖 UV 脚本、Docker 任务、硬件选型、成本估算等。 | hugging, face, jobs | hugging, face, jobs, skill, should, used, users, want, run, any, workload, infrastructure |
infinite-gratitude | 多智能体研究技能：并行研究执行（10 个智能体，经真实案例验证）。 | infinite, gratitude | infinite, gratitude, multi, agent, research, skill, parallel, execution, 10, agents, battle, tested |
interactive-portfolio | 构建真正能拿到工作与客户的作品集专家——不仅是展示作品，而是创造难忘体验。涵盖开发者/设计师/创意作品集等。 | interactive, portfolio | interactive, portfolio, building, portfolios, actually, land, jobs, clients, just, showing, work, creating |
internal-comms-anthropic | 帮助撰写各类内部沟通的素材集，采用公司偏好的格式。当需要写内部沟通时 Claude 应使用此技能。 | internal, comms, anthropic | internal, comms, anthropic, set, resources, me, write, all, kinds, communications, formats, my |
internal-comms-community | 帮助撰写各类内部沟通的素材集，采用公司偏好的格式。当需要写内部沟通时 Claude 应使用此技能。 | internal, comms, community | internal, comms, community, set, resources, me, write, all, kinds, communications, formats, my |
inventory-demand-planning | 多门店零售中需求预测、安全库存、补货计划与促销提升估计的成文专家经验。 | inventory, demand, planning | inventory, demand, planning, codified, expertise, forecasting, safety, stock, optimisation, replenishment, promotional, lift |
julia-pro | 掌握 Julia 1.10+：现代特性、性能优化、多重分派与生产级实践。 | julia | julia, pro, 10, features, performance, optimization, multiple, dispatch |
last30days | 在 Reddit、X、Web 上研究过去 30 天的话题并成为专家，为用户目标工具撰写可直接复制的提示。 | last30days | last30days, research, topic, last, 30, days, reddit, web, become, write, copy, paste |
legacy-modernizer | 重构遗留代码库、迁移过时框架并实施渐进式现代化。处理技术债务、依赖更新与向后兼容。适用于遗留系统更新、框架迁移等。 | legacy, modernizer | legacy, modernizer, refactor, codebases, migrate, outdated, frameworks, gradual, modernization, technical, debt, dependency |
linear-claude-skill | 管理 Linear 的 issue、项目与团队。 | linear, claude, skill | linear, claude, skill, issues, teams |
lint-and-validate | 自动质量检查、lint 与静态分析。每次修改代码后使用以确保语法正确与项目规范。触发词：lint、format、check、validate 等。 | lint, and, validate | lint, and, validate, automatic, quality, control, linting, static, analysis, procedures, after, every |
linux-privilege-escalation | 当用户要求「在 Linux 上提权」「找 Linux 提权向量」「利用 sudo 配置错误」「滥用 SUID」等时使用。 | linux, privilege, escalation | linux, privilege, escalation, skill, should, used, user, asks, escalate, privileges, find, privesc |
linux-shell-scripting | 当用户要求「写 bash 脚本」「自动化 Linux 任务」「监控系统资源」「备份文件」「管理用户」或写生产级 shell 时使用。 | linux, shell, scripting | linux, shell, scripting, skill, should, used, user, asks, bash, scripts, automate, tasks |
logistics-exception-management | 处理货运异常、延误、损坏、丢失与承运商纠纷的成文专家经验。基于 15+ 年物流从业者经验。 | logistics, exception | logistics, exception, codified, expertise, handling, freight, exceptions, shipment, delays, damages, losses, carrier |
mcp-builder | 创建高质量 MCP（Model Context Protocol）服务器的指南，使 LLM 通过设计良好的工具与外部服务交互。在构建 MCP 服务器时使用。 | mcp, builder | mcp, builder, creating, high, quality, model, context, protocol, servers, enable, llms, interact |
mcp-builder-ms | 创建高质量 MCP 服务器的指南，使 LLM 通过设计良好的工具与外部服务交互。在构建 MCP 服务器时使用。 | mcp, builder, ms | mcp, builder, ms, creating, high, quality, model, context, protocol, servers, enable, llms |
memory-systems | 设计短期、长期与基于图的记忆架构。 | memory | memory, short, term, long, graph, architectures |
mermaid-expert | 创建 Mermaid 流程图、时序图、ER 图与架构图。掌握各图表类型语法与样式。 | mermaid | mermaid, diagrams, flowcharts, sequences, erds, architectures, masters, syntax, all, diagram, types, styling |
micro-saas-launcher | 快速发布小型聚焦 SaaS 的专家——独立开发者式盈利软件。涵盖创意验证、MVP、定价、发布与增长。 | micro, saas, launcher | micro, saas, launcher, launching, small, products, fast, indie, hacker, approach, building, profitable |
minecraft-bukkit-pro | 使用 Bukkit、Spigot、Paper API 掌握 Minecraft 服务端插件开发。 | minecraft, bukkit | minecraft, bukkit, pro, server, plugin, development, spigot, paper, apis |
monorepo-management | 使用 Turborepo、Nx、pnpm workspaces 掌握 monorepo 管理，构建高效、可扩展的多包仓库与优化构建、依赖管理。适用于搭建 monorepo 等。 | monorepo | monorepo, turborepo, nx, pnpm, workspaces, efficient, scalable, multi, package, repositories, optimized, dependency |
n8n-mcp-tools-expert | 有效使用 n8n-mcp MCP 工具的专家指南。在搜索节点、校验配置、访问模板、管理工作流或使用任意 n8n-mcp 工具时使用。 | n8n, mcp | n8n, mcp, effectively, searching, nodes, validating, configurations, accessing, managing, any, provides, sele |
nft-standards | 实现 NFT 标准（ERC-721、ERC-1155）：元数据处理、铸造策略与市场集成。适用于创建 NFT 合约、NFT 市场等。 | nft, standards | nft, standards, erc, 721, 1155, proper, metadata, handling, minting, marketplace, integration, creating |
nosql-expert | 分布式 NoSQL（Cassandra、DynamoDB）专家指导：心智模型、查询优先建模、单表设计与避免热分区。 | nosql | nosql, guidance, distributed, databases, cassandra, dynamodb, mental, models, query, first, modeling, single |
obsidian-clipper-template-creator | 为 Obsidian Web Clipper 创建模板的指南。在要新建剪藏模板、了解可用变量或格式化剪藏内容时使用。 | obsidian, clipper, creator | obsidian, clipper, creator, creating, web, want, new, clipping, understand, available, variables, format |
onboarding-cro | 用户要优化注册后 onboarding、用户激活、首次使用体验或时间到价值时使用。也适用于「onboarding flow」「activation rate」等。 | onboarding, cro | onboarding, cro, user, wants, optimize, post, signup, activation, first, run, experience, time |
oss-hunter | 自动在热门仓库中寻找高影响力的开源贡献机会。 | oss, hunter | oss, hunter, automatically, hunt, high, impact, contribution, opportunities, trending, repositories |
page-cro | 分析与优化单页的转化表现。 | page, cro | page, cro, analyze, optimize, individual, pages, conversion, performance |
paid-ads | 用户需要 Google Ads、Meta（Facebook/Instagram）、LinkedIn、Twitter/X 或其他广告平台的付费广告帮助时使用。也适用于「PPC」「paid media」等。 | paid, ads | paid, ads, user, wants, advertising, campaigns, google, meta, facebook, instagram, linkedin, twitter |
paypal-integration | 集成 PayPal 支付：快速结账、订阅与退款管理。适用于实现 PayPal 支付、处理在线交易或搭建电商。 | paypal, integration | paypal, integration, integrate, payment, processing, express, checkout, subscriptions, refund, implementing, payments, online |
paywall-upgrade-cro | 用户要创建或优化应用内付费墙、升级页、加售弹窗或功能门控时使用。也适用于「paywall」「upgrade screen」等。 | paywall, upgrade, cro | paywall, upgrade, cro, user, wants, optimize, app, paywalls, screens, upsell, modals, feature |
pdf-official | 全面的 PDF 处理：提取文本与表格、创建/合并/拆分 PDF、处理表单。当 Claude 需填写 PDF 表单或以编程方式处理 PDF 时使用。 | pdf, official | pdf, official, manipulation, toolkit, extracting, text, tables, creating, new, pdfs, merging, splitting |
pentest-commands | 当用户要求「运行渗透测试命令」「用 nmap 扫描」「用 Metasploit 利用」「用 hydra 或 john 破解密码」等时使用。 | pentest, commands | pentest, commands, skill, should, used, user, asks, run, scan, nmap, metasploit, exploits |
performance-profiling | 性能剖析原则：测量、分析与优化技术。 | performance, profiling | performance, profiling, principles, measurement, analysis, optimization, techniques |
personal-tool-builder | 先解决自己问题的自定义工具专家。好产品常从个人工具开始——先为自己做，再发现他人也有同样需求。 | personal, builder | personal, builder, building, custom, solve, own, problems, first, products, often, start, scratch |
plan-writing | 结构化任务规划：清晰拆解、依赖与验收标准。在实现功能、重构或任何多步骤工作时使用。 | plan, writing | plan, writing, structured, task, planning, clear, breakdowns, dependencies, verification, criteria, implementing, features |
planning-with-files | 对复杂任务实施基于文件的 Manus 式规划。创建 task_plan.md、findings.md、progress.md。在启动复杂多步任务、研究或需规划时使用。 | planning, with, files | planning, with, files, implements, manus, style, file, complex, tasks, creates, task, plan |
posix-shell-pro | 严格 POSIX sh 脚本专家，在类 Unix 系统间最大可移植。专精于可在任何 POSIX shell（dash、ash、sh、bash –posix）上运行的脚本。 | posix, shell | posix, shell, pro, strict, sh, scripting, maximum, portability, unix, like, specializes, scripts |
pptx-official | 演示文稿的创建、编辑与分析。当 Claude 需处理 .pptx 时：（1）创建新演示（2）修改或编辑内容（3）处理版式与幻灯片。 | pptx, official | pptx, official, presentation, creation, editing, analysis, claude, work, presentations, files, creating, new |
privilege-escalation-methods | 当用户要求「提权」「获取 root」「成为管理员」「提权技术」「滥用 sudo」「利用 SUID」等时使用。 | privilege, escalation, methods | privilege, escalation, methods, skill, should, used, user, asks, escalate, privileges, get, root |
production-scheduling | 离散与批量生产中生产排程、作业排序、产线平衡、换型优化与瓶颈解决的成文专家经验。 | production, scheduling | production, scheduling, codified, expertise, job, sequencing, line, balancing, changeover, optimisation, bottleneck, resolution |
prompt-engineer | 使用框架（RTF、RISEN、思维链、RODES、密度链、RACE、RISE、STAR、SOAP、CLEAR、GROW）将用户提示转化为优化提示。 | [prompt-engineering, optimization, frameworks, ai-enhancement] | [prompt-engineering, optimization, frameworks, ai-enhancement], prompt, engineer, transforms, user, prompts, optimized, rtf, risen |
prompt-library | 各类用例的高质量提示精选集。含角色提示、任务模板与提示精炼技巧。在需要提示模板、角色设定或精炼时使用。 | prompt, library | prompt, library, curated, collection, high, quality, prompts, various, cases, includes, role, task |
quality-nonconformance | 受监管制造业中质量控制、不合格调查、根因分析、纠正措施与供应商质量管理的成文专家经验。 | quality, nonconformance | quality, nonconformance, codified, expertise, control, non, conformance, investigation, root, cause, analysis, corrective |
readme | 用户要创建或更新项目 README.md 时使用。也适用于「write readme」「create readme」「document this project」或索要项目文档帮助。 | readme | readme, user, wants, update, md, file, says, write, document, documentation, asks, he |
receiving-code-review | 在收到代码评审反馈、实施建议之前使用，尤其当反馈含糊或有技术疑问时——要求技术严谨与验证，而非表面同意或盲目照做。 | receiving, code | receiving, code, review, feedback, before, implementing, suggestions, especially, seems, unclear, technically, questionable |
red-team-tools | 当用户要求「遵循红队方法论」「进行漏洞赏金」「自动化侦察」「搜寻 XSS」等时使用。 | red, team | red, team, skill, should, used, user, asks, follow, methodology, perform, bug, bounty |
referral-program | 用户要创建、优化或分析推荐计划、联盟计划或口碑策略时使用。也适用于「referral」「affiliate」「ambassador」等。 | referral, program | referral, program, user, wants, optimize, analyze, affiliate, word, mouth, mentions, ambassador |
requesting-code-review | 在完成任务、实现重要功能或合并前为确认工作符合要求时使用。 | requesting, code | requesting, code, review, completing, tasks, implementing, major, features, before, merging, verify, work |
returns-reverse-logistics | 退货授权、收货与检验、处置决策、退款处理、欺诈检测与保修索赔管理的成文专家经验。 | returns, reverse, logistics | returns, reverse, logistics, codified, expertise, authorisation, receipt, inspection, disposition, decisions, refund, processing |
reverse-engineer | 逆向工程专家：二进制分析、反汇编、反编译与软件分析。精通 IDA Pro、Ghidra、radare2、x64dbg 与现代 RE 工具链。 | reverse | reverse, engineer, specializing, binary, analysis, disassembly, decompilation, software, masters, ida, pro, ghidra |
search-specialist | 使用高级搜索技术与综合的专家级 Web 研究者。 | search | search, web, researcher, techniques |
shader-programming-glsl | 为 Web 与游戏引擎编写高效 GLSL 着色器（顶点/片段）的专家指南：语法、uniform 与常见效果。 | shader, programming, glsl | shader, programming, glsl, writing, efficient, shaders, vertex, fragment, web, game, engines, covering |
sharp-edges | 识别易出错 API 与危险配置。 | sharp, edges | sharp, edges, identify, error, prone, apis, dangerous, configurations |
shellcheck-configuration | ShellCheck 静态分析配置与用法，提升 shell 脚本质量。在搭建 lint 基础设施、修复问题或保证可移植性时使用。 | shellcheck, configuration | shellcheck, configuration, static, analysis, usage, shell, script, quality, setting, up, linting, infrastructure |
shodan-reconnaissance | 当用户要求「在互联网上搜索暴露设备」「进行 Shodan 侦察」「用 Shodan 发现脆弱服务」等时使用。 | shodan, reconnaissance | shodan, reconnaissance, skill, should, used, user, asks, search, exposed, devices, internet, perform |
signup-flow-cro | 用户要优化注册、账号创建或试用激活流程时使用。也适用于「signup conversions」「registration friction」等。 | signup, flow, cro | signup, flow, cro, user, wants, optimize, registration, account, creation, trial, activation, flows |
skill-creator | 当用户要求创建新技能、构建技能、做自定义技能、开发 CLI 技能或扩展 CLI 能力时使用。自动化从模板到部署的完整技能创建流程。 | [automation, scaffolding, skill-creation, meta-skill] | [automation, scaffolding, skill-creation, meta-skill], skill, creator, should, used, user, asks, new, custom |
skill-rails-upgrade | 分析 Rails 应用并给出升级评估。 | skill, rails, upgrade | skill, rails, upgrade, analyze, apps, provide, assessments |
slack-gif-creator | 为 Slack 创建优化动图的知识与工具：约束、校验与动画概念。用户请求为 Slack 做动图时使用。 | slack, gif, creator | slack, gif, creator, knowledge, utilities, creating, animated, gifs, optimized, provides, constraints, validation |
social-content | 用户需要为 LinkedIn、Twitter/X、Instagram、TikTok、Facebook 等创建、排期或优化社媒内容时使用。也适用于「LinkedIn post」等。 | social, content | social, content, user, wants, creating, scheduling, optimizing, media, linkedin, twitter, instagram, tiktok |
subagent-driven-development | 在当前会话中执行带独立任务的实施计划时使用。 | subagent, driven | subagent, driven, development, executing, plans, independent, tasks, current, session |
superpowers-lab | Claude superpowers 的实验室环境。 | superpowers, lab | superpowers, lab, environment, claude |
team-composition-analysis | 当用户要求「规划团队结构」「确定招聘需求」「设计组织图」「计算薪酬」「规划股权」等时使用。 | team, composition | team, composition, analysis, skill, should, used, user, asks, plan, structure, determine, hiring |
theme-factory | 用主题为制品设置样式的工具包。制品可为幻灯片、文档、报表、HTML 落地页等。含 10 套预设主题（颜色与字体）。 | theme, factory | theme, factory, toolkit, styling, artifacts, these, slides, docs, reportings, html, landing, pages |
threejs-skills | 使用 Three.js 创建 3D 场景、交互体验与视觉效果。用户要求 3D 图形、WebGL、3D 可视化、动画或交互 3D 时使用。 | threejs, skills | threejs, skills, 3d, scenes, interactive, experiences, visual, effects, three, js, user, requests |
turborepo-caching | 配置 Turborepo 以实现带本地与远程缓存的高效 monorepo 构建。适用于搭建 Turborepo、优化流水线或实现分布式缓存。 | turborepo, caching | turborepo, caching, configure, efficient, monorepo, local, remote, setting, up, optimizing, pipelines, implementing |
tutorial-engineer | 从代码生成分步教程与教育内容。将复杂概念转化为渐进式学习体验与动手示例。适用于入门指南、功能教程或概念讲解。 | tutorial | tutorial, engineer, creates, step, tutorials, educational, content, code, transforms, complex, concepts, progressive |
ui-skills | 构建界面时引导智能体的偏执、演进中的约束。 | ui, skills | ui, skills, opinionated, evolving, constraints, agents, building, interfaces |
ui-ux-designer | 创建界面设计、线框图与设计系统。精通用户研究、无障碍标准与现代设计工具。适用于设计系统、用户流程或界面优化。 | ui, ux, designer | ui, ux, designer, interface, designs, wireframes, masters, user, research, accessibility, standards |
upgrading-expo | 升级 Expo SDK 版本。 | upgrading, expo | upgrading, expo, upgrade, sdk, versions |
upstash-qstash | Upstash QStash 专家：无服务器消息队列、定时任务与基于 HTTP 的可靠任务投递，无需自管基础设施。适用于 qstash、serverless cron 等。 | upstash, qstash | upstash, qstash, serverless, message, queues, scheduled, jobs, reliable, http, task, delivery, without |
using-git-worktrees | 在需要与当前工作区隔离的功能开发启动时，或执行实施计划前使用——创建带智能目录选择与安全校验的独立 git worktree。 | using, git, worktrees | using, git, worktrees, starting, feature, work, isolation, current, workspace, before, executing, plans |
using-superpowers | 在开始任何对话时使用——确立如何发现与使用技能，要求在包括澄清问题在内的任何回复前先调用 Skill 工具。 | using, superpowers | using, superpowers, starting, any, conversation, establishes, how, find, skills, requiring, skill, invocation |
verification-before-completion | 在声称工作已完成、已修复或已通过之前使用，在提交或开 PR 前——需运行验证命令并确认输出；先有证据再断言。 | verification, before, completion | verification, before, completion, about, claim, work, complete, fixed, passing, committing, creating, prs |
web-performance-optimization | 优化网站与 Web 应用性能：加载速度、Core Web Vitals、包体积、缓存策略与运行时性能。 | web, performance, optimization | web, performance, optimization, optimize, website, application, including, loading, speed, core, vitals, bundle |
wiki-architect | 分析代码仓库并生成带入门指南的层级文档结构。在用户要建 wiki、生成文档、梳理代码结构或绘制架构时使用。 | wiki | wiki, architect, analyzes, code, repositories, generates, hierarchical, documentation, structures, onboarding, guides, user |
wiki-changelog | 分析 git 提交历史并按变更类型生成结构化 changelog。在用户问近期变更、要 changelog 或了解仓库变更时使用。 | wiki, changelog | wiki, changelog, analyzes, git, commit, history, generates, structured, changelogs, categorized, change, type |
wiki-page-writer | 生成带暗色 Mermaid 图、源码引用与原理深度的技术文档页。在撰写文档、生成 wiki 页或创建技术参考时使用。 | wiki, page, writer | wiki, page, writer, generates, rich, technical, documentation, pages, dark, mode, mermaid, diagrams |
wiki-vitepress | 将生成的 wiki Markdown 打包为 VitePress 静态站：暗色主题、可缩放暗色 Mermaid 图与生产构建。在用户要建可浏览 wiki 时使用。 | wiki, vitepress | wiki, vitepress, packages, generated, markdown, static, site, dark, theme, mode, mermaid, diagrams |
windows-privilege-escalation | 当用户要求「在 Windows 上提权」「找 Windows 提权向量」「枚举 Windows 以提权」等时使用。 | windows, privilege, escalation | windows, privilege, escalation, skill, should, used, user, asks, escalate, privileges, find, privesc |
writing-plans | 当你有规格或需求的多步骤任务、在动手写代码之前使用。 | writing, plans | writing, plans, spec, requirements, multi, step, task, before, touching, code |
writing-skills | 在创建、更新或改进智能体技能时使用。 | writing, skills | writing, skills, creating, updating, improving, agent |
x-article-publisher-skill | 将文章发布到 X/Twitter。 | x, article, publisher, skill | x, article, publisher, skill, publish, articles, twitter |
youtube-summarizer | 从 YouTube 视频提取字幕并用智能分析框架生成全面、详细的摘要。 | [video, summarization, transcription, youtube, content-analysis] | [video, summarization, transcription, youtube, content-analysis], summarizer, extract, transcripts, videos, generate, detailed, summaries |
基础设施 (114)
| Skill | Description | Tags | Triggers |
|---|---|---|---|
agent-evaluation | 对 LLM 智能体进行测试与基准评估：行为测试、能力评估、可靠性指标与生产监控——即使顶尖智能体也… | agent, evaluation | agent, evaluation, testing, benchmarking, llm, agents, including, behavioral, capability, assessment, reliability, metrics |
airflow-dag-patterns | 用最佳实践构建生产级 Apache Airflow DAG：算子、传感器、测试与部署。适用于创建数据管道、编排工作流等。 | airflow, dag | airflow, dag, apache, dags, operators, sensors, testing, deployment, creating, data, pipelines, orchestrating |
api-testing-observability-api-mock | API 模拟专家：为开发、测试与演示设计贴近真实的 mock 服务。设计模拟真实 API 行为的 mock 并支持并行开发。 | api, observability, mock | api, observability, mock, testing, mocking, specializing, realistic, development, demos, mocks, simulate, real |
apify-actor-development | 开发、调试并部署 Apify Actors——用于爬虫、自动化与数据处理的 serverless 云程序。适用于创建新 Actor、修改或排错时。 | apify, actor | apify, actor, development, develop, debug, deploy, actors, serverless, cloud, programs, web, scraping |
apify-actorization | 将现有项目转为 Apify Actors。支持 JavaScript/TypeScript（Actor.init/exit）、Python（async context manager）或任意语言（CLI 封装）。 | apify, actorization | apify, actorization, convert, existing, actors, serverless, cloud, programs, actorize, javascript, typescript, sdk |
apify-brand-reputation-monitoring | 在 Google Maps、Booking.com、TripAdvisor、Facebook、Instagram、YouTube、TikTok 上追踪评论、评分、情感与品牌提及。适用于用户要求监测品牌声誉等。 | apify, brand, reputation, monitoring | apify, brand, reputation, monitoring, track, reviews, ratings, sentiment, mentions, google, maps, booking |
application-performance-performance-optimization | 用剖析、可观测性与前后端调优优化端到端应用性能。在跨栈协调性能优化时使用。 | application, performance, optimization | application, performance, optimization, optimize, profiling, observability, backend, frontend, tuning, coordinating, stack |
aws-serverless | 在 AWS 上构建生产级 serverless 应用的专项技能。涵盖 Lambda、API Gateway、DynamoDB、SQS/SNS 事件驱动模式、SAM/CDK 部署与冷启动优化。 | aws, serverless | aws, serverless, specialized, skill, building, applications, covers, lambda, functions, api, gateway, dynamodb |
aws-skills | AWS 开发：基础设施自动化与云架构模式。 | aws, skills | aws, skills, development, infrastructure, automation, cloud, architecture |
azd-deployment | 使用 Azure Developer CLI (azd) 将容器化应用部署到 Azure Container Apps。适用于搭建 azd 项目、编写 azure.yaml、编写 Bicep 等。 | azd, deployment | azd, deployment, deploy, containerized, applications, azure, container, apps, developer, cli, setting, up |
azure-ai-anomalydetector-java | 使用 Azure AI Anomaly Detector Java SDK 构建异常检测应用。适用于单变量/多变量异常检测、时序分析或 AI 监控。 | azure, ai, anomalydetector, java | azure, ai, anomalydetector, java, anomaly, detection, applications, detector, sdk, implementing, univariate, multivariate |
azure-identity-dotnet | Azure Identity .NET SDK。通过 Microsoft Entra ID 为 Azure SDK 客户端提供认证。用于 DefaultAzureCredential、托管身份、服务主体等。 | azure, identity, dotnet | azure, identity, dotnet, sdk, net, authentication, library, clients, microsoft, entra, id, defaultazurecredential |
azure-identity-java | Azure Identity Java SDK，用于对 Azure 服务进行认证。适用于实现 DefaultAzureCredential、托管身份、服务主体或任意 Azure 认证模式。 | azure, identity, java | azure, identity, java, sdk, authentication, implementing, defaultazurecredential, managed, principal, any, applic |
azure-identity-py | Azure Identity Python SDK 认证。用于 DefaultAzureCredential、托管身份、服务主体与 token 缓存。 | azure, identity, py | azure, identity, py, sdk, python, authentication, defaultazurecredential, managed, principals, token, caching |
azure-identity-ts | 使用 Azure Identity JavaScript SDK (@azure/identity) 向 Azure 服务认证。在配置 DefaultAzureCredential、托管身份、服务主体等时使用。 | azure, identity, ts | azure, identity, ts, authenticate, sdk, javascript, configuring, authentication, defaultazurecredential, managed, principals |
azure-messaging-webpubsubservice-py | Azure Web PubSub Service Python SDK。用于实时消息、WebSocket 连接与 pub/sub 模式。 | azure, messaging, webpubsubservice, py | azure, messaging, webpubsubservice, py, web, pubsub, sdk, python, real, time, websocket, connections |
azure-mgmt-applicationinsights-dotnet | Azure Application Insights .NET SDK。应用性能监控与可观测性资源管理。 | azure, mgmt, applicationinsights, dotnet | azure, mgmt, applicationinsights, dotnet, application, insights, sdk, net, performance, monitoring, observability, resource |
azure-mgmt-arizeaiobservabilityeval-dotnet | Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET)。 | azure, mgmt, arizeaiobservabilityeval, dotnet | azure, mgmt, arizeaiobservabilityeval, dotnet, resource, manager, sdk, arize, ai, observability, evaluation, net |
azure-mgmt-botservice-dotnet | Azure Resource Manager Bot Service .NET SDK。管理面操作：创建与管理 Azure Bot 资源、通道（Teams、DirectLine、Slack）与连接设置。 | azure, mgmt, botservice, dotnet | azure, mgmt, botservice, dotnet, resource, manager, sdk, bot, net, plane, operations, creating |
azure-mgmt-botservice-py | Azure Bot Service 管理 Python SDK。用于创建、管理与配置 Azure Bot Service 资源。 | azure, mgmt, botservice, py | azure, mgmt, botservice, py, bot, sdk, python, creating, managing, configuring, resources |
azure-mgmt-weightsandbiases-dotnet | Azure Weights & Biases .NET SDK。通过 Azure Marketplace 进行 ML 实验追踪与模型管理。用于创建 W&B 实例、管理 SSO、市场集成等。 | azure, mgmt, weightsandbiases, dotnet | azure, mgmt, weightsandbiases, dotnet, weights, biases, sdk, net, ml, experiment, tracking, model |
azure-microsoft-playwright-testing-ts | 使用 Azure Playwright Workspaces（原 Microsoft Playwright Testing）规模化运行 Playwright 测试。在将浏览器测试扩展到云托管浏览器、与 CI/CD 集成时使用。 | azure, microsoft, playwright, ts | azure, microsoft, playwright, ts, testing, run, tests, scale, workspaces, formerly, scaling, browser |
azure-monitor-opentelemetry-ts | 使用 Azure Monitor 与 OpenTelemetry for JavaScript (@azure/monitor-opentelemetry) 对应用进行插桩。在添加分布式追踪、指标与日志时使用。 | azure, monitor, opentelemetry, ts | azure, monitor, opentelemetry, ts, instrument, applications, javascript, adding, distributed, tracing, metrics, logs |
azure-servicebus-dotnet | Azure Service Bus .NET SDK。企业级消息：队列、主题、订阅与会话。 | azure, servicebus, dotnet | azure, servicebus, dotnet, bus, sdk, net, enterprise, messaging, queues, topics, subscriptions, sessions |
azure-servicebus-py | Azure Service Bus Python 消息 SDK。用于队列、主题、订阅与企业消息模式。 | azure, servicebus, py | azure, servicebus, py, bus, sdk, python, messaging, queues, topics, subscriptions, enterprise |
azure-servicebus-ts | 使用 Azure Service Bus JavaScript SDK (@azure/service-bus) 构建消息应用。适用于实现队列、主题/订阅、消息会话、死信等。 | azure, servicebus, ts | azure, servicebus, ts, messaging, applications, bus, sdk, javascript, implementing, queues, topics, subscriptions |
azure-storage-file-share-py | Azure Storage File Share Python SDK。用于云上 SMB 文件共享、目录与文件操作。 | azure, storage, file, share, py | azure, storage, file, share, py, sdk, python, smb, shares, directories, operations, cloud |
backend-development-feature-development | 从需求到部署编排端到端后端功能开发。在跨团队与服务协调多阶段功能交付时使用。 | backend | backend, development, feature, orchestrate, requirements, deployment, coordinating, multi, phase, delivery, teams |
bash-defensive-patterns | 掌握防御式 Bash 编程，用于生产级脚本。在编写稳健 shell 脚本、CI/CD 流水线或需要容错的系统工具时使用。 | bash, defensive | bash, defensive, programming, techniques, grade, scripts, writing, robust, shell, ci, cd, pipelines |
bash-pro | 防御式 Bash 脚本专家：生产自动化、CI/CD 流水线与系统工具。精通安全、可移植、可测的 shell 脚本。 | bash | bash, pro, defensive, scripting, automation, ci, cd, pipelines, utilities, safe, portable, testable |
bats-testing-patterns | 掌握 Bash 自动化测试系统 (Bats) 以全面测试 shell 脚本。在为 shell 脚本或 CI/CD 流水线编写测试时使用。 | bats | bats, testing, bash, automated, shell, script, writing, tests, scripts, ci, cd, pipelines |
box-automation | 通过 Rube MCP (Composio) 自动化 Box 云存储：上传/下载、搜索、文件夹、共享、协作与元数据查询。请先搜索工具获取当前 schema。 | box | box, automation, automate, cloud, storage, operations, including, file, upload, download, search, folder |
cdk-patterns | 使用 TypeScript、Python 或 Java 构建云基础设施的常见 AWS CDK 模式与构造。在设计可复用 CDK 栈与 L3 构造时使用。 | cdk | cdk, common, aws, constructs, building, cloud, infrastructure, typescript, python, java, designing, reusable |
chrome-extension-developer | 使用 Manifest V3 构建 Chrome 扩展的专家。涵盖 background 脚本、service worker、content 脚本与跨上下文通信。 | chrome, extension | chrome, extension, developer, building, extensions, manifest, v3, covers, background, scripts, workers, content |
cicd-automation-workflow-automate | 工作流自动化专家：创建高效 CI/CD 流水线、GitHub Actions 工作流与自动化开发流程。设计减少手工、提高一致性的自动化。 | cicd, automate | cicd, automate, automation, specializing, creating, efficient, ci, cd, pipelines, github, actions, automated |
claude-d3js-skill | 使用 d3.js 创建交互式数据可视化。在创建自定义图表、网络图、地理可视化或复杂基于 SVG 的数据可视化时使用。 | claude, d3js, skill | claude, d3js, skill, creating, interactive, data, visualisations, d3, js, should, used, custom |
cloud-architect | 云架构专家：AWS/Azure/GCP 多云基础设施设计、进阶 IaC（Terraform/OpenTofu/CDK）、FinOps 成本优化与现代架构模式。 | cloud | cloud, architect, specializing, aws, azure, gcp, multi, infrastructure, iac, terraform, opentofu, cdk |
cloud-devops | 云基础设施与 DevOps 工作流：AWS、Azure、GCP、Kubernetes、Terraform、CI/CD、监控与云原生开发。 | cloud, devops | cloud, devops, infrastructure, covering, aws, azure, gcp, kubernetes, terraform, ci, cd, monitoring |
code-review-ai-ai-review | AI 驱动的代码评审专家：结合自动化静态分析、智能模式识别与现代 DevOps 实践。利用 Copilot、Qodo 等工具。 | code, ai | code, ai, review, powered, combining, automated, static, analysis, intelligent, recognition, devops, leverage |
cost-optimization | 通过资源 Rightsizing、标签策略、预留实例与支出分析优化云成本。在降低云支出、分析基础设施成本或实施成本控制时使用。 | cost, optimization | cost, optimization, optimize, cloud, costs, through, resource, rightsizing, tagging, reserved, instances, spending |
data-engineer | 构建可扩展数据管道、现代数据仓库与实时流式架构。实现 Apache Spark、dbt、Airflow 与云原生数据平台。适用于数据管道设计、分析基础设施等。 | data | data, engineer, scalable, pipelines, warehouses, real, time, streaming, architectures, implements, apache, spark |
data-engineering-data-pipeline | 数据管道架构专家：面向批与流数据处理的可扩展、可靠、经济的数据管道。 | data, engineering, pipeline | data, engineering, pipeline, architecture, specializing, scalable, reliable, cost, effective, pipelines, batch, streaming |
database-admin | 现代云数据库、自动化与可靠性工程方面的专家数据库管理员。 | database, admin | database, admin, administrator, specializing, cloud, databases, automation, reliability, engineering |
database-cloud-optimization-cost-optimize | 云成本优化专家：在保持性能与可靠性的前提下降低基础设施支出。分析云支出、识别节省机会并给出可执行建议。 | database, cloud, optimization, cost, optimize | database, cloud, optimization, cost, optimize, specializing, reducing, infrastructure, expenses, while, maintaining, performance |
database-migrations-migration-observability | 迁移监控、CDC 与可观测性基础设施。 | database, cdc, debezium, kafka, prometheus, grafana, monitoring | database, cdc, debezium, kafka, prometheus, grafana, monitoring, migrations, migration, observability, infrastructure |
deployment-engineer | 现代 CI/CD 流水线、GitOps 工作流与进阶部署自动化专家。适用于 CI/CD 设计、GitOps 实施或部署自动化。 | deployment | deployment, engineer, specializing, ci, cd, pipelines, gitops, automation |
deployment-procedures | 生产部署原则与决策。安全部署工作流、回滚策略与验证。教思路而非脚本。 | deployment, procedures | deployment, procedures, principles, decision, making, safe, rollback, verification, teaches, thinking, scripts |
deployment-validation-config-validate | 配置管理专家：校验、测试并确保应用配置正确。创建校验模式、实现配置测试与部署前验证。 | deployment, validation, config, validate | deployment, validation, config, validate, configuration, specializing, validating, testing, ensuring, correctness, application, configurations |
distributed-debugging-debug-trace | 调试专家：搭建完整调试环境、分布式追踪与诊断工具。配置调试工作流、实现追踪方案与诊断流程。 | distributed, debugging, debug, trace | distributed, debugging, debug, trace, specializing, setting, up, environments, tracing, diagnostic, configure, solutions |
distributed-tracing | 使用 Jaeger 与 Tempo 实现分布式追踪，在微服务间跟踪请求并定位性能瓶颈。适用于调试微服务、分析请求流或实现可观测性。 | distributed, tracing | distributed, tracing, jaeger, tempo, track, requests, microservices, identify, performance, bottlenecks, debugging, analyzing |
django-pro | 掌握 Django 5.x：异步视图、DRF、Celery、Django Channels。以正确架构、测试与部署构建可扩展 Web 应用。适用于 Django 开发、ORM 优化等。 | django | django, pro, async, views, drf, celery, channels, scalable, web, applications, proper, architecture |
e2e-testing | 使用 Playwright 的端到端测试工作流：浏览器自动化、视觉回归、跨浏览器测试与 CI/CD 集成。 | e2e | e2e, testing, playwright, browser, automation, visual, regression, cross, ci, cd, integration |
e2e-testing-patterns | 使用 Playwright 与 Cypress 掌握端到端测试，构建可靠测试套件以发现缺陷、提升信心并支持快速部署。在实现 E2E、调试不稳定测试时使用。 | e2e | e2e, testing, playwright, cypress, reliable, test, suites, catch, bugs, improve, confidence, enable |
error-debugging-error-analysis | 分布式系统调试、生产事件分析与可观测性方案方面的错误分析专家。 | error, debugging | error, debugging, analysis, deep, expertise, distributed, analyzing, incidents, implementing, observability, solutions |
error-debugging-error-trace | 错误追踪与可观测性专家：实现完整错误监控方案。搭建错误追踪系统、配置告警、实现结构化日志等。 | error, debugging, trace | error, debugging, trace, tracking, observability, specializing, implementing, monitoring, solutions, set, up, configure |
error-diagnostics-error-analysis | 分布式系统调试、生产事件分析与可观测性方案方面的错误分析专家。 | error, diagnostics | error, diagnostics, analysis, deep, expertise, debugging, distributed, analyzing, incidents, implementing, observability, solutions |
error-diagnostics-error-trace | 错误追踪与可观测性专家：实现完整错误监控方案。搭建错误追踪系统、配置告警、实现结构化日志等。 | error, diagnostics, trace | error, diagnostics, trace, tracking, observability, specializing, implementing, monitoring, solutions, set, up, configure |
expo-deployment | 将 Expo 应用部署到生产环境。 | expo, deployment | expo, deployment, deploy, apps |
file-uploads | 文件上传与云存储专家。涵盖 S3、Cloudflare R2、预签名 URL、分片上传与图片优化。知晓如何不阻塞处理大文件。适用于文件上传、云存储等。 | file, uploads | file, uploads, handling, cloud, storage, covers, s3, cloudflare, r2, presigned, urls, multipart |
flutter-expert | 掌握 Flutter 开发：Dart 3、进阶组件与多平台部署。适用于 Flutter 架构、UI 实现或跨平台功能。 | flutter | flutter, development, dart, widgets, multi, platform, deployment |
freshservice-automation | 通过 Rube MCP (Composio) 自动化 Freshservice ITSM：创建/更新工单、批量、服务请求与外发邮件。请先搜索工具获取当前 schema。 | freshservice | freshservice, automation, automate, itsm, tasks, via, rube, mcp, composio, update, tickets, bulk |
game-development/game-art | 游戏美术原则：视觉风格选择、资源管线、动画工作流。 | game, development/game, art | game, development/game, art, principles, visual, style, selection, asset, pipeline, animation |
gcp-cloud-run | 在 GCP 上构建生产级 serverless 的专项技能。涵盖 Cloud Run 服务（容器）、Cloud Run Functions（事件驱动）、冷启动优化与事件驱动模式。 | gcp, cloud, run | gcp, cloud, run, specialized, skill, building, serverless, applications, covers, containerized, functions, event |
git-pr-workflows-git-workflow | 从代码评审到 PR 创建的完整 git 工作流编排，借助专项智能体做质量保证、测试与部署就绪。实现现代 git 工作流。 | git, pr | git, pr, orchestrate, code, review, through, creation, leveraging, specialized, agents, quality, assurance |
github-actions-templates | 创建生产级 GitHub Actions 工作流：自动化测试、构建与部署。在搭建 GitHub Actions CI/CD、自动化开发工作流或创建流水线时使用。 | github, actions | github, actions, automated, testing, building, deploying, applications, setting, up, ci, cd, automating |
github-automation | 通过 Rube MCP (Composio) 自动化 GitHub 仓库、issue、PR、分支、CI/CD 与权限。管理代码工作流、评审 PR、搜索代码与部署。 | github | github, automation, automate, repositories, issues, pull, requests, branches, ci, cd, permissions, via |
github-workflow-automation | 在 AI 辅助下自动化 GitHub 工作流。含 PR 评审、issue 分类、CI/CD 集成与 Git 操作。在自动化 GitHub 工作流、搭建 PR 评审自动化时使用。 | github | github, automation, automate, ai, assistance, includes, pr, reviews, issue, triage, ci, cd |
gitlab-ci-patterns | 构建 GitLab CI/CD 流水线：多阶段工作流、缓存与分布式 runner 以实现可扩展自动化。在实现或优化 GitLab CI/CD 时使用。 | gitlab, ci | gitlab, ci, cd, pipelines, multi, stage, caching, distributed, runners, scalable, automation, implementing |
gitops-workflow | 使用 ArgoCD 与 Flux 实现 GitOps 工作流：声明式 Kubernetes 部署与持续协调。在实施 GitOps、自动化 K8s 部署时使用。 | gitops | gitops, argocd, flux, automated, declarative, kubernetes, deployments, continuous, reconciliation, implementing, automating, deplo |
grafana-dashboards | 创建与管理生产 Grafana 仪表盘，实时可视化系统与应用指标。在构建监控仪表盘、可视化指标或创建运维仪表盘时使用。 | grafana, dashboards | grafana, dashboards, real, time, visualization, application, metrics, building, monitoring, visualizing, creating, operational |
helm-chart-scaffolding | 设计、组织并管理 Helm chart，用可复用配置对 Kubernetes 应用做模板与打包。在创建 Helm chart、打包 K8s 应用或实现可复用配置时使用。 | helm, chart | helm, chart, scaffolding, organize, charts, templating, packaging, kubernetes, applications, reusable, configurations, creating |
hybrid-cloud-architect | 混合云架构专家：AWS/Azure/GCP 与私有云（OpenStack/VMware）的复杂多云方案。适用于混合架构、多云策略或复杂基础设施集成。 | hybrid, cloud | hybrid, cloud, architect, specializing, complex, multi, solutions, aws, azure, gcp, private, clouds |
hybrid-cloud-networking | 使用 VPN 与专线在本地与云平台间配置安全、高性能连接。在构建混合云架构、连接本地与云或实施混合连接时使用。 | hybrid, cloud, networking | hybrid, cloud, networking, configure, secure, high, performance, connectivity, between, premises, infrastructure, platforms |
istio-traffic-management | 配置 Istio 流量管理：路由、负载均衡、熔断与金丝雀部署。在实现服务网格流量策略、渐进交付或弹性策略时使用。 | istio, traffic | istio, traffic, configure, including, routing, load, balancing, circuit, breakers, canary, deployments, implementing |
iterate-pr | 在 PR 上迭代直至 CI 通过。在需要修复 CI 失败、处理评审意见或持续推送修复直至所有检查通过时使用。自动化反馈-修复-推送-等待循环。 | iterate, pr | iterate, pr, until, ci, passes, fix, failures, address, review, feedback, continuously, push |
java-pro | 掌握 Java 21+：虚拟线程、模式匹配、Spring Boot 3.x 等现代特性。精通 GraalVM、Project Loom、云原生等 Java 生态。适用于 Java 开发、微服务架构等。 | java | java, pro, 21, features, like, virtual, threads, matching, spring, boot, latest, ecosystem |
kpi-dashboard-design | 设计有效 KPI 仪表盘：指标选择、可视化最佳实践与实时监控模式。在构建业务仪表盘、选择指标或设计数据展示时使用。 | kpi, dashboard | kpi, dashboard, effective, dashboards, metrics, selection, visualization, real, time, monitoring, building, business |
kubernetes-architect | Kubernetes 架构专家：云原生基础设施、进阶 GitOps（ArgoCD/Flux）与企业级容器编排。适用于 K8s 架构、GitOps 或云原生平台设计。 | kubernetes | kubernetes, architect, specializing, cloud, native, infrastructure, gitops, argocd, flux, enterprise, container, orchestration |
kubernetes-deployment | Kubernetes 部署工作流：容器编排、Helm chart、服务网格与生产级 K8s 配置。 | kubernetes, deployment | kubernetes, deployment, container, orchestration, helm, charts, mesh, k8s, configurations |
langfuse | Langfuse 专家——开源 LLM 可观测平台。涵盖追踪、提示管理、评估、数据集以及与 LangChain、LlamaIndex、OpenAI 的集成。调试与优化 LLM 应用时必备。 | langfuse | langfuse, open, source, llm, observability, platform, covers, tracing, prompt, evaluation, datasets, integration |
linux-troubleshooting | Linux 系统排错工作流：诊断并解决系统问题、性能问题与服务故障。 | linux, troubleshooting | linux, troubleshooting, diagnosing, resolving, issues, performance, problems, failures |
llm-app-patterns | 构建 LLM 应用的生产级模式。涵盖 RAG 管道、智能体架构、提示 IDE 与 LLMOps 监控。在设计 AI 应用、实现 RAG、构建智能体时使用。 | llm, app | llm, app, building, applications, covers, rag, pipelines, agent, architectures, prompt, ides, llmops |
machine-learning-ops-ml-pipeline | 设计并实现完整 ML 管道：$ARGUMENTS。 | machine, learning, ops, ml, pipeline | machine, learning, ops, ml, pipeline, complete, arguments |
manifest | 为智能体安装并配置 Manifest 可观测性插件。在搭建遥测、配置 API 密钥或排查插件问题时使用。 | manifest | manifest, install, configure, observability, plugin, agents, setting, up, telemetry, configuring, api, keys |
microservices-patterns | 设计微服务架构：服务边界、事件驱动通信与弹性模式。在构建分布式系统、拆分单体或实现微服务时使用。 | microservices | microservices, architectures, boundaries, event, driven, communication, resilience, building, distributed, decomposing, monoliths, implementing |
ml-engineer | 使用 PyTorch 2.x、TensorFlow 与现代 ML 框架构建生产 ML 系统。实现模型服务、特征工程、A/B 测试与监控。适用于 ML 模型部署、推理优化等。 | ml | ml, engineer, pytorch, tensorflow, frameworks, implements, model, serving, feature, engineering, testing, monitoring |
ml-pipeline-workflow | 从数据准备到模型训练、验证与生产部署构建端到端 MLOps 管道。在创建 ML 管道、实施 MLOps 或自动化模型工作流时使用。 | ml, pipeline | ml, pipeline, mlops, pipelines, data, preparation, through, model, training, validation, deployment, creating |
moodle-external-api-development | 为 Moodle LMS 创建自定义外部 Web 服务 API。在实现课程管理、用户追踪、测验或自定义插件相关的 web 服务时使用。涵盖参数校验等。 | moodle, external, api | moodle, external, api, development, custom, web, apis, lms, implementing, course, user, tracking |
multi-cloud-architecture | 使用决策框架设计多云架构，在 AWS、Azure、GCP 间选择并集成服务。在构建多云系统、避免厂商锁定或利用多云时使用。 | multi, cloud, architecture | multi, cloud, architecture, architectures, decision, framework, select, integrate, aws, azure, gcp, building |
network-101 | 当用户要求「搭建 Web 服务器」「配置 HTTP/HTTPS」「进行 SNMP 枚举」「配置 SMB 共享」「测试网络服务」或需要网络基础时使用。 | network, 101 | network, 101, skill, should, used, user, asks, set, up, web, server, configure |
observability-monitoring-monitor-setup | 监控与可观测性专家：实现完整监控方案。搭建指标采集、分布式追踪、日志聚合并创建有洞察的仪表盘。 | observability, monitoring, monitor, setup | observability, monitoring, monitor, setup, specializing, implementing, solutions, set, up, metrics, collection, distributed |
observability-monitoring-slo-implement | SLO（服务级别目标）专家：实现可靠性标准与基于错误预算的实践。设计 SLO 框架、定义 SLI 并构建基于错误预算的监控。 | observability, monitoring, slo, implement | observability, monitoring, slo, implement, level, objective, specializing, implementing, reliability, standards, error, budget |
performance-engineer | 性能工程专家：现代可观测性、应用优化与可扩展系统性能。精通 OpenTelemetry、分布式追踪、负载测试、多层缓存、Core Web Vitals 与性能监控。 | performance | performance, engineer, specializing, observability |
performance-testing-review-ai-review | AI 驱动的代码评审专家：结合自动化静态分析、智能模式识别与现代 DevOps 实践。利用 Copilot、Qodo 等工具。 | performance, ai | performance, ai, testing, review, powered, code, combining, automated, static, analysis, intelligent, recognition |
pipedrive-automation | 通过 Rube MCP (Composio) 自动化 Pipedrive CRM：deals、联系人、组织、活动、备注与管道管理。请先搜索工具获取当前 schema。 | pipedrive | pipedrive, automation, automate, crm, operations, including, deals, contacts, organizations, activities, notes, pipeline |
prometheus-configuration | 搭建 Prometheus 以实现基础设施与应用的全面指标采集、存储与监控。在实现指标采集、搭建监控基础设施或配置 Prometheus 时使用。 | prometheus, configuration | prometheus, configuration, set, up, metric, collection, storage, monitoring, infrastructure, applications, implementing, metrics |
protocol-reverse-engineering | 掌握网络协议逆向：包分析、协议解析与自定义协议文档。在分析网络流量、理解专有协议或编写协议文档时使用。 | protocol, reverse, engineering | protocol, reverse, engineering, network, including, packet, analysis, dissection, custom, documentation, analyzing, traffic |
server-management | 服务器管理原则与决策。进程管理、监控策略与扩缩容决策。教思路而非命令。 | server | server, principles, decision, making, process, monitoring, scaling, decisions, teaches, thinking, commands |
service-mesh-observability | 为服务网格实现可观测性：分布式追踪、指标与可视化。在搭建网格监控、调试延迟或实现 SLO 时使用。 | service, mesh, observability | service, mesh, observability, meshes, including, distributed, tracing, metrics, visualization, setting, up, monitoring |
slo-implementation | 定义并实现 SLI 与 SLO，含错误预算与告警。在建立可靠性目标、实施 SRE 实践或管理错误预算时使用。 | slo | slo, define, level, indicators, slis, objectives, slos, error, budgets, alerting, establishing, reliability |
sql-pro | 掌握现代 SQL：云原生数据库、OLTP/OLAP 优化与进阶查询。精通性能调优、数据建模与混合分析系统。适用于数据库优化或复杂分析。 | sql | sql, pro, cloud, native, databases, oltp, olap, optimization, query, techniques, performance, tuning |
temporal-python-pro | 掌握 Temporal 工作流编排与 Python SDK。实现持久工作流、Saga 模式与分布式事务。涵盖 async/await、测试策略与生产部署。适用于工作流设计、微服务编排等。 | temporal, python | temporal, python, pro, orchestration, sdk, implements, durable, saga, distributed, transactions, covers, async |
terraform-aws-modules | 为 AWS 创建 Terraform 模块——可复用模块、状态管理与 HCL 最佳实践。在构建或审阅 Terraform AWS 基础设施时使用。 | terraform, aws, modules | terraform, aws, modules, module, creation, reusable, state, hcl, building, reviewing, infrastructure |
terraform-infrastructure | Terraform 基础设施即代码工作流：供应云资源、创建可复用模块与规模化管理基础设施。 | terraform, infrastructure | terraform, infrastructure, code, provisioning, cloud, resources, creating, reusable, modules, managing, scale |
terraform-module-library | 按基础设施即代码最佳实践为 AWS、Azure、GCP 构建可复用 Terraform 模块。在创建基础设施模块、标准化云供应或实现 IaC 时使用。 | terraform, module, library | terraform, module, library, reusable, modules, aws, azure, gcp, infrastructure, following, code, creating |
terraform-skill | Terraform 基础设施即代码最佳实践。 | terraform, skill | terraform, skill, infrastructure, code |
terraform-specialist | Terraform/OpenTofu 专家：进阶 IaC 自动化、状态管理与企业基础设施模式。适用于进阶 IaC、状态管理或基础设施自动化。 | terraform | terraform, opentofu, mastering, iac, automation, state, enterprise, infrastructure |
test-automator | 掌握 AI 驱动的测试自动化：现代框架、自愈测试与全面质量工程。构建可扩展测试策略并与 CI/CD 深度集成。适用于测试自动化或质量保证。 | automator | automator, test, ai, powered, automation, frameworks, self, healing, tests, quality, engineering, scalable |
unity-developer | 使用优化 C## 脚本、高效渲染与合理资源管理构建 Unity 游戏。精通 Unity 6 LTS、URP/HDRP 管线与跨平台部署。适用于 Unity 性能、游戏机制或跨平台构建。 | unity | unity, developer, games, optimized, scripts, efficient, rendering, proper, asset, masters, lts, urp |
vercel-deploy-claimable | 将应用与网站部署到 Vercel。在用户请求「部署我的应用」「部署到生产」「创建预览部署」等部署操作时使用此技能。 | vercel, deploy, claimable | vercel, deploy, claimable, applications, websites, skill, user, requests, deployment, actions, such, my |
vercel-deployment | 使用 Next.js 部署到 Vercel 的专家知识。适用于：vercel、deploy、deployment、hosting、production。 | vercel, deployment | vercel, deployment, knowledge, deploying, next, js, deploy, hosting |
wireshark-analysis | 当用户要求「用 Wireshark 分析网络流量」「抓包排错」「过滤 PCAP」「跟随 TCP/UDP 流」「检测异常」等时使用。 | wireshark | wireshark, analysis, skill, should, used, user, asks, analyze, network, traffic, capture, packets |
workflow-automation | 工作流自动化是让 AI 智能体可靠的基础设施。没有持久执行，10 步支付流程中的一次网络抖动就意味着丢钱与客户不满；有了它，工作流可恢复、可重试。 | automation, infrastructure, makes, ai, agents, reliable, without, durable, execution, network, hiccup, during | |
x-twitter-scraper | X (Twitter) 数据平台技能——推文搜索、用户查询、粉丝提取、互动指标、抽奖、监控、Webhook、19 种提取工具、MCP 服务。 | [twitter, x-api, scraping, mcp, social-media, data-extraction, giveaway, monitoring, webhooks] | [twitter, x-api, scraping, mcp, social-media, data-extraction, giveaway, monitoring, webhooks], twitter, scraper, data |
安全 (114)
| Skill | Description | Tags | Triggers |
|---|---|---|---|
accessibility-compliance-accessibility-audit | 无障碍与 WCAG 合规、包容性设计及辅助技术兼容性专家。开展审计、识别障碍等。 | accessibility, compliance, audit | accessibility, compliance, audit, specializing, wcag, inclusive, assistive, technology, compatibility, conduct, audits, identify |
active-directory-attacks | 当用户要求「攻击 Active Directory」「利用 AD」「Kerberoasting」「DCSync」「pass-the-hash」「BloodHound 枚举」等时使用。 | active, directory, attacks | active, directory, attacks, skill, should, used, user, asks, attack, exploit, ad, kerberoasting |
agent-memory-systems | 记忆是智能体的基石；没有它每次交互都从零开始。本技能涵盖智能体记忆架构：短期… | agent, memory | agent, memory, cornerstone, intelligent, agents, without, every, interaction, starts, zero, skill, covers |
antigravity-workflows | 通过引导式工作流编排多项 Antigravity 技能，用于 SaaS MVP 交付、安全审计、AI 智能体构建与浏览器 QA。 | antigravity | antigravity, orchestrate, multiple, skills, through, guided, saas, mvp, delivery, security, audits, ai |
api-fuzzing-bug-bounty | 当用户要求「测试 API 安全」「fuzz API」「查找 IDOR 漏洞」「测试 REST/GraphQL API」「API 渗透测试」等时使用。 | api, fuzzing, bug, bounty | api, fuzzing, bug, bounty, skill, should, used, user, asks, test, security, fuzz |
api-security-best-practices | 实现安全 API 设计模式：认证、授权、输入校验、限流及常见 API 漏洞防护。 | api, security, best, practices | api, security, best, practices, secure, including, authentication, authorization, input, validation, rate, limiting |
api-security-testing | REST 与 GraphQL API 的安全测试工作流，涵盖认证、授权、限流、输入校验与安全最佳实践。 | api, security | api, security, testing, rest, graphql, apis, covering, authentication, authorization, rate, limiting, input |
attack-tree-construction | 构建完整攻击树以可视化威胁路径。适用于映射攻击场景、识别防御缺口或向干系人传达安全风险。 | attack, tree, construction | attack, tree, construction, trees, visualize, threat, paths, mapping, scenarios, identifying, defense, gaps |
auth-implementation-patterns | 掌握认证与授权模式（JWT、OAuth2、会话管理、RBAC），构建安全、可扩展的访问控制。在实现认证系统等时使用。 | auth | auth, authentication, authorization, including, jwt, oauth2, session, rbac, secure, scalable, access, control |
aws-penetration-testing | 当用户要求「对 AWS 做渗透测试」「测试 AWS 安全」「枚举 IAM」「利用云基础设施」「AWS 提权」等时使用。 | aws, penetration | aws, penetration, testing, skill, should, used, user, asks, pentest, test, security, enumerate |
azure-cosmos-db-py | 用 Python/FastAPI 按生产级模式构建 Azure Cosmos DB NoSQL 服务。适用于双认证的数据库客户端搭建等。 | azure, cosmos, db, py | azure, cosmos, db, py, nosql, python, fastapi, following, grade, implementing, database, client |
azure-keyvault-py | Azure Key Vault Python SDK，用于密钥、机密与证书的安全存储与管理。 | azure, keyvault, py | azure, keyvault, py, key, vault, sdk, python, secrets, keys, certificates, secure, storage |
azure-keyvault-secrets-rust | Azure Key Vault Secrets Rust SDK，用于存储与读取机密、密码与 API 密钥。 | azure, keyvault, secrets, rust | azure, keyvault, secrets, rust, key, vault, sdk, storing, retrieving, passwords, api, keys |
azure-keyvault-secrets-ts | 使用 Azure Key Vault Secrets JavaScript SDK 管理机密。适用于存储与读取应用机密或配置。 | azure, keyvault, secrets, ts | azure, keyvault, secrets, ts, key, vault, sdk, javascript, storing, retrieving, application, configuration |
azure-security-keyvault-keys-dotnet | Azure Key Vault Keys .NET SDK，用于在 Key Vault 与 Managed HSM 中管理加密密钥：创建、轮换、加解密等。 | azure, security, keyvault, keys, dotnet | azure, security, keyvault, keys, dotnet, key, vault, sdk, net, client, library, managing |
azure-security-keyvault-keys-java | Azure Key Vault Keys Java SDK，用于加密密钥管理。适用于创建/管理/使用 RSA/EC 密钥及加解密、签名验证等。 | azure, security, keyvault, keys, java | azure, security, keyvault, keys, java, key, vault, sdk, cryptographic, creating, managing, rsa |
azure-security-keyvault-secrets-java | Azure Key Vault Secrets Java SDK，用于机密管理。适用于存储、读取或管理密码、API 密钥、连接串等敏感配置。 | azure, security, keyvault, secrets, java | azure, security, keyvault, secrets, java, key, vault, sdk, secret, storing, retrieving, managing |
backend-security-coder | 安全后端编码专家：输入校验、认证与 API 安全。在实现后端安全或做安全代码评审时主动使用。 | backend, security, coder | backend, security, coder, secure, coding, specializing, input, validation, authentication, api, proactively, implementations |
broken-authentication | 当用户要求「测试认证缺陷」「评估会话管理安全」「进行凭据填充测试」等时使用。 | broken, authentication | broken, authentication, skill, should, used, user, asks, test, vulnerabilities, assess, session, security |
burp-suite-testing | 当用户要求「拦截 HTTP 流量」「修改 Web 请求」「用 Burp Suite 测试」「进行 Web 漏洞扫描」等时使用。 | burp, suite | burp, suite, testing, skill, should, used, user, asks, intercept, http, traffic, modify |
cc-skill-security-review | 在添加认证、处理用户输入、使用机密、创建 API 端点或实现支付/敏感功能时使用。提供全面安全清单等。 | cc, skill, security | cc, skill, security, review, adding, authentication, handling, user, input, working, secrets, creating |
clerk-auth | Clerk 认证实现、中间件、组织、Webhook 与用户同步的专家模式。适用于添加认证、Clerk auth、登录注册等。 | clerk, auth | clerk, auth, middleware, organizations, webhooks, user, sync, adding, authentication, sign, up |
cloud-penetration-testing | 当用户要求「进行云渗透测试」「评估 Azure/AWS/GCP 安全」「枚举云资源」「利用云错误配置」等时使用。 | cloud, penetration | cloud, penetration, testing, skill, should, used, user, asks, perform, assess, azure, aws |
code-review-checklist | 进行代码评审的全面清单：功能、安全、性能与可维护性。 | code, checklist | code, checklist, review, conducting, thorough, reviews, covering, functionality, security, performance, maintainability |
codebase-cleanup-deps-audit | 依赖安全专家：漏洞扫描、许可证合规与供应链安全。分析项目依赖中的已知漏洞、许可问题等。 | codebase, cleanup, deps, audit | codebase, cleanup, deps, audit, dependency, security, specializing, vulnerability, scanning, license, compliance, supply |
convex | Convex 响应式后端专家：Schema 设计、TypeScript 函数、实时订阅、认证、文件存储、调度与部署。 | convex | convex, reactive, backend, schema, typescript, functions, real, time, subscriptions, auth, file, storage |
crypto-bd-agent | 自主加密业务开发模式：多链代币发现、带钱包取证的一百分制评分、x402 小额支付、ERC-8004 链上身份等。 | crypto, bd, agent | crypto, bd, agent, autonomous, business, development, multi, chain, token, discovery, 100, point |
customs-trade-compliance | 海关单证、税则分类、关税优化、受限方筛查与多法域合规的成文经验。 | customs, trade, compliance | customs, trade, compliance, codified, expertise, documentation, tariff, classification, duty, optimisation, restricted, party |
database-migration | 跨 ORM 与平台执行数据库迁移，采用零停机策略、数据转换与回滚流程。适用于迁移数据库、变更 Schema 等。 | database, migration | database, migration, execute, migrations, orms, platforms, zero, downtime, data, transformation, rollback, procedures |
database-migrations-sql-migrations | PostgreSQL、MySQL、SQL Server 的 SQL 数据库迁移与零停机策略，侧重数据完整性与回滚计划。 | database, migrations, sql | database, migrations, sql, zero, downtime, postgresql, mysql, server, data, integrity, rollback, plans |
dependency-management-deps-audit | 依赖安全专家：漏洞扫描、许可证合规与供应链安全。分析项目依赖中的已知漏洞与许可问题。 | dependency, deps, audit | dependency, deps, audit, security, specializing, vulnerability, scanning, license, compliance, supply, chain, analyze |
deployment-pipeline-design | 设计多阶段 CI/CD 流水线：审批门、安全检查与部署编排。适用于设计部署工作流、搭建持续交付等。 | deployment, pipeline | deployment, pipeline, multi, stage, ci, cd, pipelines, approval, gates, security, checks, orchestration |
devops-troubleshooter | DevOps 排错专家：快速事件响应、进阶调试与现代可观测性。 | devops, troubleshooter | devops, troubleshooter, specializing, rapid, incident, response, debugging, observability |
docker-expert | Docker 容器化专家：多阶段构建、镜像优化、容器安全、Docker Compose 编排与生产部署。在容器化或安全加固时主动使用。 | docker | docker, containerization, deep, knowledge, multi, stage, image, optimization, container, security, compose, orchestration |
dotnet-backend | 使用 EF Core、认证、后台任务与生产 API 模式构建 ASP.NET Core 8+ 后端服务。 | dotnet, backend | dotnet, backend, asp, net, core, ef, auth, background, jobs, api |
ethical-hacking-methodology | 当用户要求「学习道德黑客」「理解渗透测试生命周期」「进行侦察」「实施安全扫描」等时使用。 | ethical, hacking, methodology | ethical, hacking, methodology, skill, should, used, user, asks, learn, understand, penetration, testing |
find-bugs | 在本地分支变更中查找缺陷、安全漏洞与代码质量问题。在评审变更、查找 Bug、安全评审或审计代码时使用。 | find, bugs | find, bugs, security, vulnerabilities, code, quality, issues, local, branch, changes, asked, review |
firebase | Firebase 数分钟内提供完整后端（认证、数据库、存储、函数、托管），但易用背后有真实复杂度；安全规则是最后一道防线。 | firebase | firebase, gives, complete, backend, minutes, auth, database, storage, functions, hosting, ease, setup |
firmware-analyst | 固件分析专家：嵌入式系统、IoT 安全与硬件逆向工程。 | firmware, analyst | firmware, analyst, specializing, embedded, iot, security, hardware, reverse, engineering |
framework-migration-deps-upgrade | 依赖管理专家：安全、增量的依赖升级。以最小风险规划并执行依赖更新并配合测试。 | framework, migration, deps, upgrade | framework, migration, deps, upgrade, dependency, specializing, safe, incremental, upgrades, dependencies, plan, execute |
frontend-mobile-security-xss-scan | 前端安全专家，专注跨站脚本（XSS）漏洞检测与防护。分析 React、Vue、Angular 与原生 JS 中的注入点等。 | frontend, mobile, security, xss, scan | frontend, mobile, security, xss, scan, focusing, cross, site, scripting, vulnerability, detection, prevention |
frontend-security-coder | 安全前端编码专家：XSS 防护、输出净化与客户端安全模式。 | frontend, security, coder | frontend, security, coder, secure, coding, specializing, xss, prevention, output, sanitization, client, side |
gdpr-data-handling | 实现符合 GDPR 的数据处理：同意管理、数据主体权利与隐私 by design。在构建处理欧盟个人数据的系统时使用。 | gdpr, data, handling | gdpr, data, handling, compliant, consent, subject, rights, privacy, building, process, eu, personal |
graphql-architect | 掌握现代 GraphQL：联邦、性能优化与企业安全。构建可扩展 Schema、进阶缓存与实时系统。 | graphql | graphql, architect, federation, performance, optimization, enterprise, security, scalable, schemas, caching, real, time |
grpc-golang | 用 Go 构建生产级 gRPC 服务：mTLS、流式与可观测性。适用于用 Buf 设计 Protobuf 契约或实现服务间安全传输。 | grpc, golang | grpc, golang, go, mtls, streaming, observability, designing, protobuf, contracts, buf, implementing, secure |
incident-responder | SRE 事件响应专家：快速问题解决、现代可观测性与全面事件管理。 | incident, responder | incident, responder, sre, specializing, rapid, problem, resolution, observability |
incident-response-incident-response | 在处理事件响应（incident response）相关工作时使用。 | incident, response | incident, response, working |
incident-response-smart-fix | 该工作流实现结合 AI 辅助调试与可观测性平台的调试与处置管道。 | incident, response, fix | incident, response, fix, smart, extended, thinking, implements, sophisticated, debugging, resolution, pipeline, leverages |
incident-runbook-templates | 创建结构化事件响应 runbook：分步流程、升级路径与恢复动作。在编写 runbook、响应事件或建立事件响应时使用。 | incident, runbook | incident, runbook, structured, response, runbooks, step, procedures, escalation, paths, recovery, actions, building |
k8s-manifest-generator | 按最佳实践与安全标准创建生产级 Kubernetes 清单（Deployment、Service、ConfigMap、Secret）。在生成 K8s 清单时使用。 | k8s, manifest, generator | k8s, manifest, generator, kubernetes, manifests, deployments, configmaps, secrets, following, security, standards, generating |
k8s-security-policies | 实现 Kubernetes 安全策略：NetworkPolicy、PodSecurityPolicy、RBAC 等以达生产级安全。在加固 K8s 集群或实施网络隔离时使用。 | k8s, security, policies | k8s, security, policies, kubernetes, including, networkpolicy, podsecuritypolicy, rbac, grade, securing, clusters, implementing |
laravel-expert | 高级 Laravel 工程师：生产级、可维护、地道的 Laravel 方案。侧重清晰架构、安全、性能与现代标准（Laravel 10/11+）。 | laravel | laravel, senior, engineer, role, grade, maintainable, idiomatic, solutions, clean, architecture, security, performance |
laravel-security-audit | Laravel 应用安全审计。按 OWASP 与 Laravel 安全最佳实践分析代码中的漏洞、错误配置与不安全做法。 | laravel, security, audit | laravel, security, audit, auditor, applications, analyzes, code, vulnerabilities, misconfigurations, insecure, owasp, standards |
legal-advisor | 起草隐私政策、服务条款、免责声明与法律声明。撰写符合 GDPR 的文本、Cookie 政策与数据处理协议。 | legal, advisor | legal, advisor, draft, privacy, policies, terms, disclaimers, notices, creates, gdpr, compliant, texts |
linkerd-patterns | 实现 Linkerd 服务网格模式：轻量、以安全为重点的部署。在搭建 Linkerd、配置流量策略或实施零信任网络时使用。 | linkerd | linkerd, mesh, lightweight, security, deployments, setting, up, configuring, traffic, policies, implementing, zero |
loki-mode | Claude Code 的多智能体自主创业系统。触发词「Loki Mode」。编排 100+ 专项智能体（工程、QA、DevOps、安全等）。 | loki, mode | loki, mode, multi, agent, autonomous, startup, claude, code, triggers, orchestrates, 100, specialized |
m365-agents-dotnet | Microsoft 365 Agents .NET SDK。使用 ASP.NET Core 托管、AgentApplication 路由与 MSAL 认证构建 Teams/M365/Copilot Studio 多通道智能体。 | m365, agents, dotnet | m365, agents, dotnet, microsoft, 365, sdk, net, multichannel, teams, copilot, studio, asp |
m365-agents-py | Microsoft 365 Agents Python SDK。使用 aiohttp 托管、AgentApplication 路由与流式响应构建 Teams/M365/Copilot Studio 多通道智能体。 | m365, agents, py | m365, agents, py, microsoft, 365, sdk, python, multichannel, teams, copilot, studio, aiohttp |
malware-analyst | 恶意软件分析专家：防御性恶意软件研究、威胁情报与事件响应。精通沙箱分析、行为分析与恶意软件家族识别。 | malware, analyst | malware, analyst, specializing, defensive, research, threat, intelligence, incident, response, masters, sandbox, analysis |
memory-forensics | 掌握内存取证：内存获取、进程分析与使用 Volatility 等的痕迹提取。在分析内存转储、调查事件时使用。 | memory, forensics | memory, forensics, techniques, including, acquisition, process, analysis, artifact, extraction, volatility, related, analyzing |
mobile-security-coder | 安全移动端编码专家：输入校验、WebView 安全与移动端特有安全模式。 | mobile, security, coder | mobile, security, coder, secure, coding, specializing, input, validation, webview, specific |
mtls-configuration | 为零信任服务间通信配置双向 TLS（mTLS）。在实现零信任网络、证书管理或加固内部服务通信时使用。 | mtls, configuration | mtls, configuration, configure, mutual, tls, zero, trust, communication, implementing, networking, certificate, securing |
nestjs-expert | Nest.js 框架专家：模块架构、依赖注入、中间件、守卫、拦截器、Jest/Supertest 测试、TypeORM/Mongoose 与 Passport 认证。 | nestjs | nestjs, nest, js, framework, specializing, module, architecture, dependency, injection, middleware, guards, interceptors |
network-engineer | 网络工程师专家：现代云网络、安全架构与性能优化。 | network | network, engineer, specializing, cloud, networking, security, architectures, performance, optimization |
nextjs-supabase-auth | Next.js App Router 与 Supabase Auth 的专家集成。适用于：supabase auth next、next.js 认证、登录 supabase、auth 中间件、受保护路由。 | nextjs, supabase, auth | nextjs, supabase, auth, integration, next, js, app, router, authentication, login, middleware, protected |
nodejs-best-practices | Node.js 开发原则与决策：框架选型、异步模式、安全与架构。教思路而非照抄。 | nodejs, best, practices | nodejs, best, practices, node, js, development, principles, decision, making, framework, selection, async |
notebooklm | 从 Claude Code 直接查询 Google NotebookLM 笔记本，获取基于来源、带引用的 Gemini 答案。含浏览器自动化、库管理与持久认证。 | notebooklm | notebooklm, skill, query, google, notebooks, directly, claude, code, source, grounded, citation, backed |
observability-engineer | 构建生产级监控、日志与追踪系统。实现可观测性策略、SLI/SLO 管理与事件响应工作流。 | observability | observability, engineer, monitoring, logging, tracing, implements, sli, slo, incident, response |
openapi-spec-generation | 从代码、设计优先规范与校验模式生成并维护 OpenAPI 3.1 规范。在创建 API 文档、生成 SDK 或确保契约一致时使用。 | openapi, spec, generation | openapi, spec, generation, generate, maintain, specifications, code, first, specs, validation, creating, api |
payment-integration | 集成 Stripe、PayPal 与支付处理方。处理结账流程、订阅、Webhook 与 PCI 合规。在实现支付、计费或订阅功能时主动使用。 | payment, integration | payment, integration, integrate, stripe, paypal, processors, checkout, flows, subscriptions, webhooks, pci, compliance |
pci-compliance | 实现 PCI DSS 合规要求，安全处理银行卡数据与支付系统。在保障支付处理、达成 PCI 合规或处理卡数据时使用。 | pci, compliance | pci, compliance, dss, requirements, secure, handling, payment, card, data, securing, processing, achieving |
pentest-checklist | 当用户要求「规划渗透测试」「制定安全评估清单」「准备渗透测试」「定义渗透范围」等时使用。 | pentest, checklist | pentest, checklist, skill, should, used, user, asks, plan, penetration, test, security, assessment |
plaid-fintech | Plaid API 集成专家模式：Link token 流程、交易同步、身份验证、ACH 用 Auth、余额查询、Webhook 与金融科技合规。 | plaid, fintech | plaid, fintech, api, integration, including, link, token, flows, transactions, sync, identity, verification |
popup-cro | 创建并优化弹窗、模态框、浮层、滑入与横幅以提升转化，同时不损害体验或品牌信任。 | popup, cro | popup, cro, optimize, popups, modals, overlays, slide, ins, banners, increase, conversions, without |
postmortem-writing | 撰写有效的无责事后分析：根因、时间线与行动项。在开展事件复盘、撰写事后文档或改进事件响应时使用。 | postmortem, writing | postmortem, writing, write, effective, blameless, postmortems, root, cause, analysis, timelines, action, items |
quant-analyst | 构建财务模型、回测交易策略并分析市场数据。实现风险指标、组合优化与统计套利。 | quant, analyst | quant, analyst, financial, models, backtest, trading, analyze, market, data, implements, risk, metrics |
red-team-tactics | 基于 MITRE ATT&CK 的红队战术：攻击阶段、规避检测与报告。 | red, team, tactics | red, team, tactics, principles, mitre, att, ck, attack, phases, detection, evasion, reporting |
research-engineer | 不妥协的学术研究工程师：绝对科学严谨、客观批评、零噱头。侧重理论正确性、形式验证与最优实现。 | research | research, engineer, uncompromising, academic, operates, absolute, scientific, rigor, objective, criticism, zero, flair |
risk-manager | 监控组合风险、R 倍数与仓位限制。制定对冲策略、计算期望并实施止损。 | risk, manager | risk, manager, monitor, portfolio, multiples, position, limits, creates, hedging, calculates, expectancy, implements |
risk-metrics-calculation | 计算组合风险指标：VaR、CVaR、Sharpe、Sortino 与回撤分析。在衡量组合风险、实施风险限额或构建风险监控时使用。 | risk, metrics, calculation | risk, metrics, calculation, calculate, portfolio, including, var, cvar, sharpe, sortino, drawdown, analysis |
sast-configuration | 配置静态应用安全测试（SAST）工具以实现代码中的自动化漏洞检测。在搭建安全扫描、实施 DevSecOps 或自动化安全时使用。 | sast, configuration | sast, configuration, configure, static, application, security, testing, automated, vulnerability, detection, code, setting |
scanning-tools | 当用户要求「执行漏洞扫描」「扫描网络开放端口」「评估 Web 应用安全」「扫描无线网络」等时使用。 | scanning | scanning, skill, should, used, user, asks, perform, vulnerability, scan, networks, open, ports |
secrets-management | 使用 Vault、AWS Secrets Manager 或平台原生方案为 CI/CD 流水线实现安全的机密管理。在处理敏感凭据、轮换机密或加固 CI/CD 时使用。 | secrets | secrets, secure, ci, cd, pipelines, vault, aws, manager, native, platform, solutions, handling |
security-audit | 全面安全审计工作流：Web 应用测试、API 安全、渗透测试、漏洞扫描与安全加固。 | security, audit | security, audit, auditing, covering, web, application, testing, api, penetration, vulnerability, scanning, hardening |
security-auditor | 安全审计专家：DevSecOps、全面网络安全与合规框架。 | security, auditor | security, auditor, specializing, devsecops, cybersecurity, compliance, frameworks |
security-bluebook-builder | 为敏感应用构建安全蓝皮书。 | security, bluebook, builder | security, bluebook, builder, blue, books, sensitive, apps |
security-compliance-compliance-check | 合规专家：GDPR、HIPAA、SOC2、PCI-DSS 等软件系统监管要求。执行合规审计并提供实施建议。 | security, compliance, check | security, compliance, check, specializing, regulatory, requirements, software, including, gdpr, hipaa, soc2, pci |
security-requirement-extraction | 从威胁模型与业务上下文推导安全需求。在把威胁转化为可执行需求、编写安全用户故事或构建安全测试时使用。 | security, requirement, extraction | security, requirement, extraction, derive, requirements, threat, models, business, context, translating, threats, actionable |
security-scanning-security-dependencies | 依赖漏洞分析、SBOM 生成与供应链安全专家。跨生态扫描项目依赖以识别漏洞、评估严重性等。 | security, scanning, dependencies | security, scanning, dependencies, specializing, dependency, vulnerability, analysis, sbom, generation, supply, chain, scan |
security-scanning-security-hardening | 在应用、基础设施与合规控制层面协调多层安全扫描与加固。 | security, scanning, hardening | security, scanning, hardening, coordinate, multi, layer, application, infrastructure, compliance, controls |
security-scanning-security-sast | 针对多语言与多框架的代码漏洞静态应用安全测试（SAST）分析。 | security, scanning, sast | security, scanning, sast, static, application, testing, code, vulnerability, analysis, multiple, languages, frameworks |
security/aws-compliance-checker | 针对 CIS、PCI-DSS、HIPAA、SOC 2 基准的自动化合规检查。 | [aws, compliance, audit, cis, pci-dss, hipaa, kiro-cli] | [aws, compliance, audit, cis, pci-dss, hipaa, kiro-cli], aws, checker, automated, checking, against |
security/aws-iam-best-practices | IAM 策略审查、加固与最小权限实施。 | [aws, iam, security, access-control, kiro-cli, least-privilege] | [aws, iam, security, access-control, kiro-cli, least-privilege], aws, policy, review, hardening, least, privilege |
security/aws-secrets-rotation | 为 RDS、API 密钥与凭据自动化 AWS 机密轮换。 | [aws, secrets-manager, security, automation, kiro-cli, credentials] | [aws, secrets-manager, security, automation, kiro-cli, credentials], aws, secrets, rotation, automate, rds, api |
security/aws-security-audit | 使用 AWS CLI 与安全最佳实践对 AWS 安全态势进行综合评估。 | [aws, security, audit, compliance, kiro-cli, security-assessment] | [aws, security, audit, compliance, kiro-cli, security-assessment], aws, posture, assessment, cli |
seo-authority-builder | 分析内容的 E-E-A-T 信号并建议改进以建立权威与信任；识别缺失的可信度要素。对 YMYL 主题主动使用。 | seo, authority, builder | seo, authority, builder, analyzes, content, signals, suggests, improvements, trust, identifies, missing, credibility |
seo-forensic-incident-response | 调查自然流量或排名骤降，并运行结构化 SEO 事件取证响应：分诊、根因分析与恢复计划。 | seo, forensic, incident, response | seo, forensic, incident, response, investigate, sudden, drops, organic, traffic, rankings, run, structured |
service-mesh-expert | 服务网格架构专家：Istio、Linkerd 与云原生网络模式。精通流量管理、安全策略、可观测性与多集群网格。 | service, mesh | service, mesh, architect, specializing, istio, linkerd, cloud, native, networking, masters, traffic, security |
solidity-security | 掌握智能合约安全最佳实践以防范常见漏洞并实现安全 Solidity 模式。在编写/审计智能合约或实施安全模式时使用。 | solidity, security | solidity, security, smart, contract, prevent, common, vulnerabilities, secure, writing, contracts, auditing, existing |
stride-analysis-patterns | 运用 STRIDE 方法系统识别威胁。在分析系统安全、开展威胁建模或编写安全文档时使用。 | stride | stride, analysis, apply, methodology, systematically, identify, threats, analyzing, security, conducting, threat, modeling |
stripe-integration | 实现 Stripe 支付处理：健壮、符合 PCI 的结账、订阅与 Webhook 流程。在集成 Stripe 支付、构建订阅系统或处理 Webhook 时使用。 | stripe, integration | stripe, integration, payment, processing, robust, pci, compliant, flows, including, checkout, subscriptions, webhooks |
temporal-golang-pro | 在使用 Temporal Go SDK 构建持久化分布式系统时使用。涵盖确定性工作流规则、mTLS worker 配置与进阶模式。 | temporal, golang | temporal, golang, pro, building, durable, distributed, go, sdk, covers, deterministic, rules, mtls |
threat-mitigation-mapping | 将已识别威胁映射到相应安全控制与缓解措施。在 prioritising 安全投入、制定整改计划或验证控制有效性时使用。 | threat, mitigation, mapping | threat, mitigation, mapping, map, identified, threats, appropriate, security, controls, mitigations, prioritizing, investments |
threat-modeling-expert | 威胁建模专家：威胁建模方法、安全架构评审与风险评估。精通 STRIDE、PASTA、攻击树与安全需求提取。 | threat, modeling | threat, modeling, methodologies, security, architecture, review, risk, assessment, masters, stride, pasta, attack |
top-web-vulnerabilities | 当用户要求「识别 Web 应用漏洞」「解释常见安全缺陷」「理解漏洞类别」「了解注入类漏洞」等时使用。 | top, web, vulnerabilities | top, web, vulnerabilities, skill, should, used, user, asks, identify, application, explain, common |
ui-visual-validator | 严格的视觉校验专家：UI 测试、设计系统合规与无障碍验证。 | ui, visual, validator | ui, visual, validator, rigorous, validation, specializing, testing, compliance, accessibility, verification |
varlock-claude-skill | 安全的环境变量管理，确保机密不会在 Claude 会话、终端、日志或 git 提交中暴露。 | varlock, claude, skill | varlock, claude, skill, secure, environment, variable, ensuring, secrets, never, exposed, sessions, terminals |
vulnerability-scanner | 进阶漏洞分析原则：OWASP 2025、供应链安全、攻击面映射与风险优先级。 | vulnerability, scanner | vulnerability, scanner, analysis, principles, owasp, 2025, supply, chain, security, attack, surface, mapping |
web-design-guidelines | 按 Web 界面指南审查 UI 代码。在用户要求「审查我的 UI」「检查无障碍」「审计设计」「审查 UX」或「检查站点合规」时使用。 | web, guidelines | web, guidelines, review, ui, code, interface, compliance, asked, my, check, accessibility, audit |
web-security-testing | Web 应用安全测试工作流：OWASP Top 10（注入、XSS、认证缺陷、访问控制等）。 | web, security | web, security, testing, application, owasp, top, 10, vulnerabilities, including, injection, xss, authentication |
wiki-onboarding | 生成两份互补的入职指南：Principal 级架构深潜与 Zero-to-Hero 贡献者 walkthrough。在用户需要入职文档时使用。 | wiki, onboarding | wiki, onboarding, generates, two, complementary, guides, principal, level, architectural, deep, dive, zero |
wiki-researcher | 在代码库内对特定主题进行多轮迭代深度研究，零容忍浅层分析。在用户需要深入调查或理解复杂实现时使用。 | wiki, researcher | wiki, researcher, conducts, multi, turn, iterative, deep, research, specific, topics, within, codebase |
wordpress | 完整 WordPress 开发工作流：主题、插件、WooCommerce 集成、性能优化与安全加固。 | wordpress | wordpress, complete, development, covering, theme, plugin, creation, woocommerce, integration, performance, optimization, security |
wordpress-plugin-development | WordPress 插件开发工作流：插件架构、钩子、管理界面、REST API 与安全最佳实践。 | wordpress, plugin | wordpress, plugin, development, covering, architecture, hooks, admin, interfaces, rest, api, security |
测试 (32)
| Skill | Description | Tags | Triggers |
|---|---|---|---|
ab-test-setup | 搭建 A/B 测试的结构化指南，含假设、指标与执行就绪的必选门控。 | ab, setup | ab, setup, test, structured, setting, up, tests, mandatory, gates, hypothesis, metrics, execution |
circleci-automation | 通过 Rube MCP (Composio) 自动化 CircleCI：触发流水线、监控工作流/任务、获取制品与测试元数据。使用前请先搜索工具获取当前 Schema。 | circleci | circleci, automation, automate, tasks, via, rube, mcp, composio, trigger, pipelines, monitor, jobs |
conductor-implement | 按 TDD 工作流执行 track 实施计划中的任务。 | conductor, implement | conductor, implement, execute, tasks, track, plan, following, tdd |
conductor-revert | 按逻辑工作单元（track、阶段或任务）进行支持 Git 的撤销。 | conductor, revert | conductor, revert, git, aware, undo, logical, work, unit, track, phase, task |
debugger | 错误、测试失败与意外行为的调试专家。遇到任何问题时主动使用。 | debugger | debugger, debugging, errors, test, failures, unexpected, behavior, proactively, encountering, any, issues |
dependency-upgrade | 管理主版本依赖升级：兼容性分析、分阶段发布与全面测试。在升级框架版本、更新主依赖或管理破坏性变更时使用。 | dependency, upgrade | dependency, upgrade, major, version, upgrades, compatibility, analysis, staged, rollout, testing, upgrading, framework |
file-path-traversal | 当用户要求「测试目录遍历」「利用路径遍历漏洞」「通过 Web 应用读取任意文件」「查找 LFI 漏洞」等时使用。 | file, path, traversal | file, path, traversal, skill, should, used, user, asks, test, directory, exploit, vulnerabilities |
html-injection-testing | 当用户要求「测试 HTML 注入」「向页面注入 HTML」「实施 HTML 注入攻击」「篡改 Web 应用」等时使用。 | html, injection | html, injection, testing, skill, should, used, user, asks, test, inject, web, pages |
idor-testing | 当用户要求「测试不安全直接对象引用」「查找 IDOR 漏洞」「利用访问控制缺陷」「枚举用户 ID 或对象」等时使用。 | idor | idor, testing, skill, should, used, user, asks, test, insecure, direct, object, references |
metasploit-framework | 当用户要求「用 Metasploit 做渗透测试」「用 msfconsole 利用漏洞」「用 msfvenom 创建载荷」「进行利用后操作」等时使用。 | metasploit, framework | metasploit, framework, skill, should, used, user, asks, penetration, testing, exploit, vulnerabilities, msfconsole |
performance-testing-review-multi-agent-review | 在进行性能测试评审的多智能体评审相关工作时使用。 | performance, multi, agent | performance, multi, agent, testing, review, working |
playwright-skill | 使用 Playwright 的完整浏览器自动化。自动检测开发服务器，将清晰测试脚本写到 /tmp。测试页面、填表、截图、检查响应式与 UX、验证登录等。 | playwright, skill | playwright, skill, complete, browser, automation, auto, detects, dev, servers, writes, clean, test |
pypict-skill | 成对测试生成。 | pypict, skill | pypict, skill, pairwise, test, generation |
screen-reader-testing | 使用 VoiceOver、NVDA、JAWS 等读屏软件测试 Web 应用。在验证读屏兼容性、排查无障碍问题或确保辅助技术支持时使用。 | screen, reader | screen, reader, testing, test, web, applications, readers, including, voiceover, nvda, jaws, validating |
smtp-penetration-testing | 当用户要求「进行 SMTP 渗透测试」「枚举邮件用户」「测试开放邮件中继」「抓取 SMTP Banner」等时使用。 | smtp, penetration | smtp, penetration, testing, skill, should, used, user, asks, perform, enumerate, email, users |
ssh-penetration-testing | 当用户要求「对 SSH 服务做渗透」「枚举 SSH 配置」「暴力破解 SSH 凭据」「利用 SSH 漏洞」等时使用。 | ssh, penetration | ssh, penetration, testing, skill, should, used, user, asks, pentest, enumerate, configurations, brute |
startup-metrics-framework | 当用户询问「关键创业指标」「SaaS 指标」「CAC 与 LTV」「单位经济」「burn multiple」「rule of 40」等时使用。 | startup, metrics, framework | startup, metrics, framework, skill, should, used, user, asks, about, key, saas, cac |
systematic-debugging | 在遇到任何 Bug、测试失败或意外行为时，在提出修复方案之前使用。 | systematic, debugging | systematic, debugging, encountering, any, bug, test, failure, unexpected, behavior, before, proposing, fixes |
tdd-orchestrator | 掌握 TDD 编排：红-绿-重构纪律、多智能体工作流协调与全面测试驱动开发实践。 | tdd, orchestrator | tdd, orchestrator, specializing, red, green, refactor, discipline, multi, agent, coordination, test, driven |
tdd-workflow | 测试驱动开发工作流原则。RED-GREEN-REFACTOR 循环。 | tdd | tdd, test, driven, development, principles, red, green, refactor, cycle |
tdd-workflows-tdd-cycle | 在进行 TDD 工作流 TDD 周期相关工作时使用。 | tdd, cycle | tdd, cycle, working |
tdd-workflows-tdd-green | 在 TDD 绿阶段实现使失败测试通过所需的最少代码。 | tdd, green | tdd, green, minimal, code, needed, failing, tests, pass, phase |
tdd-workflows-tdd-red | 在 TDD 红阶段生成失败测试以定义预期行为与边界情况。 | tdd, red | tdd, red, generate, failing, tests, phase, define, expected, behavior, edge, cases |
tdd-workflows-tdd-refactor | 在进行 TDD 工作流 TDD 重构相关工作时使用。 | tdd, refactor | tdd, refactor, working |
test-driven-development | 在实现任何功能或 Bug 修复之前、编写实现代码之前使用。 | driven | driven, test, development, implementing, any, feature, bugfix, before, writing, code |
test-fixing | 运行测试并基于智能错误分组系统修复所有失败测试。在用户要求修测试、提到测试失败、跑测试套件出现失败时使用。 | fixing | fixing, test, run, tests, systematically, fix, all, failing, smart, error, grouping, user |
testing-qa | 全面测试与 QA 工作流：单元测试、集成测试、E2E 测试、浏览器自动化与质量保证。 | qa | qa, testing, covering, unit, integration, e2e, browser, automation, quality, assurance |
unit-testing-test-generate | 跨语言生成全面、可维护的单元测试，强调覆盖率与边界情况。 | unit, generate | unit, generate, testing, test, maintainable, tests, languages, strong, coverage, edge, case |
web3-testing | 使用 Hardhat 与 Foundry 全面测试智能合约：单元测试、集成测试与主网 fork。在测试 Solidity 合约、搭建区块链测试套件或验证合约时使用。 | web3 | web3, testing, test, smart, contracts, comprehensively, hardhat, foundry, unit, tests, integration, mainnet |
wiki-qa | 基于源码文件分析回答关于代码库的问题。在用户询问某功能如何工作、想理解组件或需要导航代码库时使用。 | wiki, qa | wiki, qa, answers, questions, about, code, repository, source, file, analysis, user, asks |
wordpress-penetration-testing | 当用户要求「对 WordPress 站点做渗透」「扫描 WordPress 漏洞」「枚举用户/主题/插件」等时使用。 | wordpress, penetration | wordpress, penetration, testing, skill, should, used, user, asks, pentest, sites, scan, vulnerabilities |
xss-html-injection | 当用户要求「测试 XSS 漏洞」「实施跨站脚本攻击」「识别 HTML 注入缺陷」「利用客户端注入」等时使用。 | xss, html, injection | xss, html, injection, skill, should, used, user, asks, test, vulnerabilities, perform, cross |
工作流 (87)
| Skill | Description | Tags | Triggers |
|---|---|---|---|
activecampaign-automation | 通过 Rube MCP (Composio) 自动化 ActiveCampaign：管理联系人、标签、列表订阅、自动化注册与任务。使用前请先搜索工具获取当前 Schema。 | activecampaign | activecampaign, automation, automate, tasks, via, rube, mcp, composio, contacts, tags, list, subscriptions |
agent-orchestration-improve-agent | 通过性能分析、提示工程与持续迭代对现有 agent 进行系统性改进。 | agent, improve | agent, improve, orchestration, systematic, improvement, existing, agents, through, performance, analysis, prompt, engineering |
agent-orchestration-multi-agent-optimize | 通过协同分析、负载分配与成本感知编排优化多 agent 系统。在提升 agent 性能、吞吐或可靠性时使用。 | agent, multi, optimize | agent, multi, optimize, orchestration, coordinated, profiling, workload, distribution, cost, aware, improving, performance |
airtable-automation | 通过 Rube MCP (Composio) 自动化 Airtable：记录、base、表、字段、视图。使用前请先搜索工具获取当前 Schema。 | airtable | airtable, automation, automate, tasks, via, rube, mcp, composio, records, bases, tables, fields |
amplitude-automation | 通过 Rube MCP (Composio) 自动化 Amplitude：事件、用户行为、队列、用户识别。使用前请先搜索工具获取当前 Schema。 | amplitude | amplitude, automation, automate, tasks, via, rube, mcp, composio, events, user, activity, cohorts |
apify-influencer-discovery | 发现并评估品牌合作达人、验证真实性，并在 Instagram、Facebook、YouTube、TikTok 上跟踪合作表现。 | apify, influencer, discovery | apify, influencer, discovery, find, evaluate, influencers, brand, partnerships, verify, authenticity, track, collaboration |
asana-automation | 通过 Rube MCP (Composio) 自动化 Asana：任务、项目、分组、团队、工作区。使用前请先搜索工具获取当前 Schema。 | asana | asana, automation, automate, tasks, via, rube, mcp, composio, sections, teams, workspaces, always |
automate-whatsapp | 用 Kapso 工作流搭建 WhatsApp 自动化：配置触发器、编辑工作流图、管理执行、部署函数、使用数据库/集成做状态。 | automate, whatsapp | automate, whatsapp, automations, kapso, configure, triggers, edit, graphs, executions, deploy, functions, databases |
bamboohr-automation | 通过 Rube MCP (Composio) 自动化 BambooHR：员工、请假、福利、家属、员工更新。使用前请先搜索工具获取当前 Schema。 | bamboohr | bamboohr, automation, automate, tasks, via, rube, mcp, composio, employees, time, off, benefits |
basecamp-automation | 通过 Rube MCP (Composio) 自动化 Basecamp 项目管理、待办、消息、人员与待办列表组织。使用前请先搜索工具获取当前 Schema。 | basecamp | basecamp, automation, automate, dos, messages, people, do, list, organization, via, rube, mcp |
billing-automation | 搭建自动化账单系统：周期性付款、发票、订阅生命周期与催款管理。在实现订阅计费、自动化开票或管理周期性收入时使用。 | billing | billing, automation, automated, recurring, payments, invoicing, subscription, lifecycle, dunning, implementing, automating, managing |
bitbucket-automation | 通过 Rube MCP (Composio) 自动化 Bitbucket 仓库、PR、分支、Issue 与工作区管理。使用前请先搜索工具获取当前 Schema。 | bitbucket | bitbucket, automation, automate, repositories, pull, requests, branches, issues, workspace, via, rube, mcp |
brevo-automation | 通过 Rube MCP (Composio) 自动化 Brevo (Sendinblue)：管理邮件活动、创建/编辑模板、跟踪发件人、监控活动表现。使用前请先搜索工具。 | brevo | brevo, automation, automate, sendinblue, tasks, via, rube, mcp, composio, email, campaigns, edit |
cal-com-automation | 通过 Rube MCP (Composio) 自动化 Cal.com：管理预约、检查可用性、配置 webhook、处理团队。使用前请先搜索工具获取当前 Schema。 | cal, com | cal, com, automation, automate, tasks, via, rube, mcp, composio, bookings, check, availability |
canva-automation | 通过 Rube MCP (Composio) 自动化 Canva：设计、导出、文件夹、品牌模板、自动填充。使用前请先搜索工具获取当前 Schema。 | canva | canva, automation, automate, tasks, via, rube, mcp, composio, designs, exports, folders, brand |
changelog-automation | 按 Keep a Changelog 格式从 commit、PR 与发布自动生成 changelog。在搭建发布工作流、生成发布说明或统一 commit 规范时使用。 | changelog | changelog, automation, automate, generation, commits, prs, releases, following, keep, format, setting, up |
clickup-automation | 通过 Rube MCP (Composio) 自动化 ClickUp 项目管理：任务、空间、文件夹、列表、评论与团队操作。使用前请先搜索工具。 | clickup | clickup, automation, automate, including, tasks, spaces, folders, lists, comments, team, operations, via |
close-automation | 通过 Rube MCP (Composio) 自动化 Close CRM：创建线索、管理电话/SMS、处理任务、跟踪备注。使用前请先搜索工具获取当前 Schema。 | close | close, automation, automate, crm, tasks, via, rube, mcp, composio, leads, calls, sms |
coda-automation | 通过 Rube MCP (Composio) 自动化 Coda：管理文档、页面、表格、行、公式、权限与发布。使用前请先搜索工具获取当前 Schema。 | coda | coda, automation, automate, tasks, via, rube, mcp, composio, docs, pages, tables, rows |
conductor-manage | 管理 track 生命周期：归档、恢复、删除、重命名与清理。 | conductor, manage | conductor, manage, track, lifecycle, archive, restore, delete, rename, cleanup |
conductor-new-track | 创建带规格与分阶段实施计划的新 track。 | conductor, new, track | conductor, new, track, specification, phased, plan |
conductor-status | 展示项目状态、当前 track 与下一步操作。 | conductor, status | conductor, status, display, active, tracks, next, actions |
conductor-validator | 校验 Conductor 项目制品完整性、一致性与正确性。在 setup 后、排查问题或实施前使用。 | conductor, validator | conductor, validator, validates, artifacts, completeness, consistency, correctness, after, setup, diagnosing, issues, before |
confluence-automation | 通过 Rube MCP (Composio) 自动化 Confluence 页面创建、内容搜索、空间管理、标签与层级导航。使用前请先搜索工具。 | confluence | confluence, automation, automate, page, creation, content, search, space, labels, hierarchy, navigation, via |
convertkit-automation | 通过 Rube MCP (Composio) 自动化 ConvertKit (Kit)：管理订阅者、标签、广播与广播统计。使用前请先搜索工具获取当前 Schema。 | convertkit | convertkit, automation, automate, kit, tasks, via, rube, mcp, composio, subscribers, tags, broadcasts |
crewai | CrewAI 专家：以角色为基础的多 agent 框架，覆盖 agent 角色与目标设计、任务定义、crew 编排与流程类型。 | crewai | crewai, leading, role, multi, agent, framework, used, 60, fortune, 500, companies, covers |
datadog-automation | 通过 Rube MCP (Composio) 自动化 Datadog：查询指标、搜索日志、管理监控/仪表盘、创建事件与停机。使用前请先搜索工具。 | datadog | datadog, automation, automate, tasks, via, rube, mcp, composio, query, metrics, search, logs |
design-orchestration | 通过将工作按正确顺序路由到头脑风暴、多 agent 评审与执行就绪来编排设计工作流。 | orchestration, orchestrates, routing, work, through, brainstorming, multi, agent, review, execution, readiness, correct | |
discord-automation | 通过 Rube MCP (Composio) 自动化 Discord：消息、频道、角色、webhook、反应。使用前请先搜索工具获取当前 Schema。 | discord | discord, automation, automate, tasks, via, rube, mcp, composio, messages, channels, roles, webhooks |
docusign-automation | 通过 Rube MCP (Composio) 自动化 DocuSign：模板、信封、签名、文档管理。使用前请先搜索工具获取当前 Schema。 | docusign | docusign, automation, automate, tasks, via, rube, mcp, composio, envelopes, signatures, document, always |
dropbox-automation | 通过 Rube MCP (Composio) 自动化 Dropbox 文件管理、共享、搜索、上传、下载与文件夹操作。使用前请先搜索工具。 | dropbox | dropbox, automation, automate, file, sharing, search, uploads, downloads, folder, operations, via, rube |
figma-automation | 通过 Rube MCP (Composio) 自动化 Figma：文件、组件、设计 token、评论、导出。使用前请先搜索工具获取当前 Schema。 | figma | figma, automation, automate, tasks, via, rube, mcp, composio, files, components, tokens, comments |
freshdesk-automation | 通过 Rube MCP (Composio) 自动化 Freshdesk 工单、联系人、公司、备注与回复。使用前请先搜索工具获取当前 Schema。 | freshdesk | freshdesk, automation, automate, helpdesk, operations, including, tickets, contacts, companies, notes, replies, via |
full-stack-orchestration-full-stack-feature | 在进行全栈编排全栈功能相关工作时使用。 | full, stack | full, stack, orchestration, feature, working |
gitlab-automation | 通过 Rube MCP (Composio) 自动化 GitLab 项目管理、Issue、合并请求、流水线、分支与用户操作。使用前请先搜索工具。 | gitlab | gitlab, automation, automate, issues, merge, requests, pipelines, branches, user, operations, via, rube |
gmail-automation | 通过 Rube MCP (Composio) 自动化 Gmail：发送/回复、搜索、标签、草稿、附件。使用前请先搜索工具获取当前 Schema。 | gmail | gmail, automation, automate, tasks, via, rube, mcp, composio, send, reply, search, labels |
google-calendar-automation | 通过 Rube MCP (Composio) 自动化 Google Calendar 日程、可用性检查与参与者管理。创建日程、查找空档、管理参与者。 | google, calendar | google, calendar, automation, automate, events, scheduling, availability, checks, attendee, via, rube, mcp |
google-drive-automation | 通过 Rube MCP (Composio) 自动化 Google Drive 文件操作（上传、下载、搜索、共享、整理）。上传/下载、管理文件夹、共享与权限。 | google, drive | google, drive, automation, automate, file, operations, upload, download, search, share, organize, via |
helpdesk-automation | 通过 Rube MCP (Composio) 自动化 HelpDesk：列出工单、管理视图、使用预设回复、配置自定义字段。使用前请先搜索工具。 | helpdesk | helpdesk, automation, automate, tasks, via, rube, mcp, composio, list, tickets, views, canned |
hubspot-automation | 通过 Rube MCP（Composio 集成）自动化 HubSpot CRM 操作：联系人、公司、商机、工单、属性。 | hubspot | hubspot, automation, automate, crm, operations, contacts, companies, deals, tickets, properties, via, rube |
instagram-automation | 通过 Rube MCP (Composio) 自动化 Instagram：创建帖子、轮播、管理媒体、获取洞察与发布限制。使用前请先搜索工具。 | instagram, automation, automate, tasks, via, rube, mcp, composio, posts, carousels, media, get | |
intercom-automation | 通过 Rube MCP (Composio) 自动化 Intercom：会话、联系人、公司、细分、管理员。使用前请先搜索工具获取当前 Schema。 | intercom | intercom, automation, automate, tasks, via, rube, mcp, composio, conversations, contacts, companies, segments |
jira-automation | 通过 Rube MCP (Composio) 自动化 Jira：Issue、项目、Sprint、看板、评论、用户。使用前请先搜索工具获取当前 Schema。 | jira | jira, automation, automate, tasks, via, rube, mcp, composio, issues, sprints, boards, comments |
kaizen | 持续改进、防错与标准化指南。在用户希望提升代码质量、重构或讨论流程改进时使用。 | kaizen | kaizen, continuous, improvement, error, proofing, standardization, skill, user, wants, improve, code, quality |
klaviyo-automation | 通过 Rube MCP (Composio) 自动化 Klaviyo：管理邮件/SMS 活动、查看活动消息、跟踪标签、监控发送任务。使用前请先搜索工具。 | klaviyo | klaviyo, automation, automate, tasks, via, rube, mcp, composio, email, sms, campaigns, inspect |
libreoffice/impress | 演示文稿创建、格式转换（ODP/PPTX/PDF）、LibreOffice Impress 幻灯片自动化。 | libreoffice/impress | libreoffice/impress, impress, presentation, creation, format, conversion, odp, pptx, pdf, slide, automation, libreoffice |
libreoffice/writer | 文档创建、格式转换（ODT/DOCX/PDF）、邮件合并与 LibreOffice Writer 自动化。 | libreoffice/writer | libreoffice/writer, writer, document, creation, format, conversion, odt, docx, pdf, mail, merge, automation |
linear-automation | 通过 Rube MCP (Composio) 自动化 Linear：Issue、项目、周期、团队、标签。使用前请先搜索工具获取当前 Schema。 | linear | linear, automation, automate, tasks, via, rube, mcp, composio, issues, cycles, teams, labels |
linkedin-automation | 通过 Rube MCP (Composio) 自动化 LinkedIn：创建帖子、管理资料、公司信息、评论与图片上传。使用前请先搜索工具。 | linkedin, automation, automate, tasks, via, rube, mcp, composio, posts, profile, company, info | |
make-automation | 通过 Rube MCP (Composio) 自动化 Make (Integromat)：操作、枚举、语言与时区查询。使用前请先搜索工具获取当前 Schema。 | make | make, automation, automate, integromat, tasks, via, rube, mcp, composio, operations, enums, language |
microsoft-teams-automation | 通过 Rube MCP (Composio) 自动化 Microsoft Teams：发送消息、管理频道、创建会议、处理聊天与搜索消息。使用前请先搜索工具。 | microsoft, teams | microsoft, teams, automation, automate, tasks, via, rube, mcp, composio, send, messages, channels |
miro-automation | 通过 Rube MCP (Composio) 自动化 Miro：画板、条目、便利贴、框架、共享、连接器。使用前请先搜索工具获取当前 Schema。 | miro | miro, automation, automate, tasks, via, rube, mcp, composio, boards, items, sticky, notes |
mixpanel-automation | 通过 Rube MCP (Composio) 自动化 Mixpanel：事件、细分、漏斗、队列、用户画像、JQL 查询。使用前请先搜索工具。 | mixpanel | mixpanel, automation, automate, tasks, via, rube, mcp, composio, events, segmentation, funnels, cohorts |
monday-automation | 通过 Rube MCP (Composio) 自动化 Monday.com 工作管理：看板、条目、列、分组、子项与更新。使用前请先搜索工具。 | monday | monday, automation, automate, com, work, including, boards, items, columns, groups, subitems, updates |
multi-agent-brainstorming | 用多个专项 agent 模拟结构化同行评审，以验证设计、暴露隐含假设并在实施前识别失败模式。 | multi, agent, brainstorming | multi, agent, brainstorming, simulate, structured, peer, review, process, multiple, specialized, agents, validate |
nerdzao-elite-gemini-high | 为 Gemini 3.1 Pro High 优化的 Elite Coder + UX Pixel-Perfect 模式，完整工作流，侧重最高质量与 token 效率。 | nerdzao, elite, gemini, high | nerdzao, elite, gemini, high, modo, coder, ux, pixel, perfect, otimizado, especificamente, para |
notion-automation | 通过 Rube MCP (Composio) 自动化 Notion：页面、数据库、块、评论、用户。使用前请先搜索工具获取当前 Schema。 | notion | notion, automation, automate, tasks, via, rube, mcp, composio, pages, databases, blocks, comments |
office-productivity | 办公效率工作流：文档创建、表格自动化、演示生成及与 LibreOffice、Microsoft Office 格式的集成。 | office, productivity | office, productivity, covering, document, creation, spreadsheet, automation, presentation, generation, integration, libreoffice, microsoft |
one-drive-automation | 通过 Rube MCP (Composio) 自动化 OneDrive 文件管理、搜索、上传、下载、共享、权限与文件夹操作。使用前请先搜索工具。 | one, drive | one, drive, automation, automate, onedrive, file, search, uploads, downloads, sharing, permissions, folder |
os-scripting | Linux、macOS、Windows 下的操作系统与 Shell 脚本排障工作流：Bash 脚本、系统管理、调试与自动化。 | os, scripting | os, scripting, operating, shell, troubleshooting, linux, macos, windows, covers, bash, administration, debugging |
outlook-automation | 通过 Rube MCP (Composio) 自动化 Outlook：邮件、日历、联系人、文件夹、附件。使用前请先搜索工具获取当前 Schema。 | outlook | outlook, automation, automate, tasks, via, rube, mcp, composio, emails, calendar, contacts, folders |
outlook-calendar-automation | 通过 Rube MCP (Composio) 自动化 Outlook 日历：创建日程、管理参与者、查找会议时间、处理邀请。使用前请先搜索工具。 | outlook, calendar | outlook, calendar, automation, automate, tasks, via, rube, mcp, composio, events, attendees, find |
pagerduty-automation | 通过 Rube MCP (Composio) 自动化 PagerDuty：管理事件、服务、排班、升级策略与值班轮换。使用前请先搜索工具。 | pagerduty | pagerduty, automation, automate, tasks, via, rube, mcp, composio, incidents, schedules, escalation, policies |
posthog-automation | 通过 Rube MCP (Composio) 自动化 PostHog：事件、功能开关、项目、用户画像、标注。使用前请先搜索工具获取当前 Schema。 | posthog | posthog, automation, automate, tasks, via, rube, mcp, composio, events, feature, flags, user |
postmark-automation | 通过 Rube MCP (Composio) 自动化 Postmark 邮件投递：发送模板邮件、管理模板、监控投递统计与退信。使用前请先搜索工具。 | postmark | postmark, automation, automate, email, delivery, tasks, via, rube, mcp, composio, send, templated |
reddit-automation | 通过 Rube MCP (Composio) 自动化 Reddit：搜索 subreddit、创建帖子、管理评论、浏览热门内容。使用前请先搜索工具。 | reddit, automation, automate, tasks, via, rube, mcp, composio, search, subreddits, posts, comments | |
render-automation | 通过 Rube MCP (Composio) 自动化 Render：服务、部署、项目。使用前请先搜索工具获取当前 Schema。 | render | render, automation, automate, tasks, via, rube, mcp, composio, deployments, always, search, first |
salesforce-automation | 通过 Rube MCP (Composio) 自动化 Salesforce：线索、联系人、客户、商机、SOQL 查询。使用前请先搜索工具获取当前 Schema。 | salesforce | salesforce, automation, automate, tasks, via, rube, mcp, composio, leads, contacts, accounts, opportunities |
segment-automation | 通过 Rube MCP (Composio) 自动化 Segment：跟踪事件、识别用户、管理分组、页面浏览、别名、批量操作。使用前请先搜索工具。 | segment | segment, automation, automate, tasks, via, rube, mcp, composio, track, events, identify, users |
sentry-automation | 通过 Rube MCP (Composio) 自动化 Sentry：管理 Issue/事件、配置告警、跟踪发布、监控项目与团队。使用前请先搜索工具。 | sentry | sentry, automation, automate, tasks, via, rube, mcp, composio, issues, events, configure, alerts |
shopify-automation | 通过 Rube MCP (Composio) 自动化 Shopify：商品、订单、客户、库存、集合。使用前请先搜索工具获取当前 Schema。 | shopify | shopify, automation, automate, tasks, via, rube, mcp, composio, products, orders, customers, inventory |
square-automation | 通过 Rube MCP (Composio) 自动化 Square：支付、订单、发票、门店。使用前请先搜索工具获取当前 Schema。 | square | square, automation, automate, tasks, via, rube, mcp, composio, payments, orders, invoices, locations |
stripe-automation | 通过 Rube MCP (Composio) 自动化 Stripe：客户、扣款、订阅、发票、产品、退款。使用前请先搜索工具获取当前 Schema。 | stripe | stripe, automation, automate, tasks, via, rube, mcp, composio, customers, charges, subscriptions, invoices |
team-collaboration-issue | GitHub Issue 解决专家：系统化 Bug 调查、功能实现与协作开发工作流。 | team, collaboration, issue | team, collaboration, issue, github, resolution, specializing, systematic, bug, investigation, feature, collaborative, development |
telegram-automation | 通过 Rube MCP (Composio) 自动化 Telegram：发送消息、管理聊天、分享图片/文档、处理 bot 命令。使用前请先搜索工具。 | telegram | telegram, automation, automate, tasks, via, rube, mcp, composio, send, messages, chats, share |
tiktok-automation | 通过 Rube MCP (Composio) 自动化 TikTok：上传/发布视频、发图、管理内容、查看用户资料/统计。使用前请先搜索工具。 | tiktok | tiktok, automation, automate, tasks, via, rube, mcp, composio, upload, publish, videos, post |
todoist-automation | 通过 Rube MCP (Composio) 自动化 Todoist 任务管理、项目、分组、筛选与批量操作。使用前请先搜索工具获取当前 Schema。 | todoist | todoist, automation, automate, task, sections, filtering, bulk, operations, via, rube, mcp, composio |
track-management | 在创建、管理或使用 Conductor track（功能、Bug、重构的逻辑工作单元）时使用。适用于 spec.md、plan.md 与 track 生命周期。 | track | track, skill, creating, managing, working, conductor, tracks, logical, work, units, features, bugs |
trello-automation | 通过 Rube MCP (Composio) 自动化 Trello 看板、卡片与工作流。创建卡片、管理列表、分配成员、跨看板编程搜索。 | trello | trello, automation, automate, boards, cards, via, rube, mcp, composio, lists, assign, members |
twitter-automation | 通过 Rube MCP (Composio) 自动化 Twitter/X：帖子、搜索、用户、书签、列表、媒体。使用前请先搜索工具获取当前 Schema。 | twitter, automation, automate, tasks, via, rube, mcp, composio, posts, search, users, bookmarks | |
vercel-automation | 通过 Rube MCP (Composio) 自动化 Vercel：管理部署、域名、DNS、环境变量、项目与团队。使用前请先搜索工具获取当前 Schema。 | vercel | vercel, automation, automate, tasks, via, rube, mcp, composio, deployments, domains, dns, env |
webflow-automation | 通过 Rube MCP (Composio) 自动化 Webflow CMS 集合、站点发布、页面管理、资源上传与电商订单。使用前请先搜索工具。 | webflow | webflow, automation, automate, cms, collections, site, publishing, page, asset, uploads, ecommerce, orders |
wordpress-woocommerce-development | WooCommerce 店铺开发工作流：店铺搭建、支付集成、配送配置与定制。 | wordpress, woocommerce | wordpress, woocommerce, development, store, covering, setup, payment, integration, shipping, configuration, customization |
wrike-automation | 通过 Rube MCP (Composio) 自动化 Wrike 项目管理：创建任务/文件夹、管理项目、分配工作、跟踪进度。使用前请先搜索工具。 | wrike | wrike, automation, automate, via, rube, mcp, composio, tasks, folders, assign, work, track |
zendesk-automation | 通过 Rube MCP (Composio) 自动化 Zendesk：工单、用户、组织、回复。使用前请先搜索工具获取当前 Schema。 | zendesk | zendesk, automation, automate, tasks, via, rube, mcp, composio, tickets, users, organizations, replies |
zoho-crm-automation | 通过 Rube MCP (Composio) 自动化 Zoho CRM：创建/更新记录、搜索联系人、管理线索、转化线索。使用前请先搜索工具。 | zoho, crm | zoho, crm, automation, automate, tasks, via, rube, mcp, composio, update, records, search |
zoom-automation | 通过 Rube MCP (Composio) 自动化 Zoom 会议创建、管理、录制、网络研讨会与参与者跟踪。使用前请先搜索工具获取当前 Schema。 | zoom | zoom, automation, automate, meeting, creation, recordings, webinars, participant, tracking, via, rube, mcp |