Software Development AI agent skills

13,359 skills in the archive. Read a skill’s instructions or open its original repository.

• Ima Skills

  by @Pinvou

  Tencent IMA OpenAPI skill for notes and knowledge-base operations. Use after the user connects IMA in Pinvou Plugin Center.

• Package Author

  by @Pinvou

  当用户要把手头的工具打包/标准化成 pinvou 插件包时使用——包括纯技能(SKILL.md)、纯 MCP 服务或它们的组合包。用户说"打包/做成插件包/标准化这个工具/给我一个能上传的标准包/写 plugin.json/加个图标"等，或给了散乱脚本/目录要整理成可上传 zip 时，用本技能把内容规范成 plugin-protocol 标准包（补 plugin.json、补 mcp/manifest.json、补 SKILL.md、补图标、校验命名）。

• Skill Author

  by @Pinvou

  当用户想创建一个新技能时使用——用户描述想要的能力（说"帮我写个技能/创建一个 skill/生成 SKILL.md/做个 XX 技能"），本技能引导生成规范的 SKILL.md（name、description、正文指令）。若要交付成可上传插件包，可继续按「插件包标准化」规则补 plugin.json/图标、导出标准包，最后询问用户是否安装。

• Gitlab Mcp Skill

  by @zereight

  Use this skill when working with the GitLab MCP server tools for merge requests, issues, repositories, pipelines, work items, variables, dependency proxy, vulnerabilities, webhooks, search, CI catalog, and related GitLab…

• Build Iphone Apps

  by @glittercowboy

  Build professional native iPhone apps in Swift with SwiftUI and UIKit. Full lifecycle - build, debug, test, optimize, ship. CLI-only, no Xcode. Targets iOS 26 with iOS 18 compatibility.

• Build Macos Apps

  by @glittercowboy

  Build professional native macOS apps in Swift with SwiftUI and AppKit. Full lifecycle - build, debug, test, optimize, ship. CLI-only, no Xcode.

• Create Mcp Servers

  by @glittercowboy

  Create Model Context Protocol (MCP) servers that expose tools, resources, and prompts to Claude. Use when building custom integrations, APIs, data sources, or any server that Claude should interact with via the MCP protocol.…

• Setup Ralph

  by @glittercowboy

  Set up and configure Geoffrey Huntley's original Ralph Wiggum autonomous coding loop in any directory with proper structure, prompts, and backpressure.

• The Pirate Bay

  by @glittercowboy

  Search The Pirate Bay for torrents and extract magnet links via the apibay.org JSON API. Use when asked to "find a torrent", "search pirate bay", "get a magnet link", "download torrent", "find seeders", "top torrents", or any…

• Create Subagents

  by @glittercowboy

  Expert guidance for creating, building, and using Claude Code subagents and the Task tool. Use when working with subagents, setting up agent configurations, understanding how agents work, or using the Task tool to launch…

• Create Hooks

  by @glittercowboy

  Expert guidance for creating, configuring, and using Claude Code hooks. Use when working with hooks, setting up event listeners, validating commands, automating workflows, adding notifications, or understanding hook types…

• Debug Like Expert

  by @glittercowboy

  Deep analysis debugging mode for complex issues. Activates methodical investigation protocol with evidence gathering, hypothesis testing, and rigorous verification. Use when standard troubleshooting fails or when issues require…

• Create Slash Commands

  by @glittercowboy

  Expert guidance for creating Claude Code slash commands. Use when working with slash commands, creating custom commands, understanding command structure, or learning YAML configuration.

• Story To Handdrawn Video

  by @gnipbao

  Convert Chinese story copy or ordered local images into a silent hand-drawn Remotion story video. Supports a locked user-approved colored-pencil diary default plus a built-in 20-style library covering doodle, crayon, line…

• Senior Frontend

  by @composio-community

  Frontend development skill for React, Next.js, TypeScript, and Tailwind CSS applications. Use when building React components, optimizing Next.js performance, analyzing bundle sizes, scaffolding frontend projects, implementing…

• Reflecting On Sessions

  by @composio-community

  Use when completing a plan, finishing a development branch, wrapping up a session, or at any natural transition between work phases — reviews skill-bus telemetry to identify subscription gaps and suggest improvements

• Perf Profiler

  by @composio-community

  Use when profiling CPU/memory hot paths, generating flame graphs, or capturing JFR/perf evidence.

• Perf Theory Gatherer

  by @composio-community

  Use when generating performance hypotheses backed by git history and code evidence.

• Perf Code Paths

  by @composio-community

  Use when mapping code paths, entrypoints, and likely hot files before profiling.

• Code Review Skill

  by @awesome-skills

  Provides comprehensive code review guidance for React 19, Vue 3, Angular 17+, Svelte 5, Rust, TypeScript, Java, Java 8, PHP, Ruby, Rails, Python, Django, FastAPI, Go, C#/.NET, Kotlin, Swift, Dart, Flutter, NestJS, C/C++, Zig,…

• Cli Review

  by @alvinunreal

  Runs a Greptile CLI review for the current local branch, installing or authenticating the CLI when needed, then summarizes JSON findings for the user. Use when the user wants Greptile feedback before opening a PR, outside a…

• Frontend Slides

  by @xu-xiang

  从零开始或通过转换PowerPoint文件创建令人惊艳、动画丰富的HTML演示文稿。当用户想要构建演示文稿、将PPT/PPTX转换为网页格式，或为演讲/推介创建幻灯片时使用。帮助非设计师通过视觉探索而非抽象选择发现他们的美学。

• Continuous Learning V2

  by @xu-xiang

  一种基于本能（Instinct）的训练系统，通过钩子（Hooks）观察会话，创建带有置信度评分的原子化本能，并将其进化为技能（Skills）、命令（Commands）或智能体（Agents）。

• Security Review

  by @xu-xiang

  在添加身份验证、处理用户输入、操作机密信息（Secrets）、创建 API 端点以及实现支付/敏感功能时使用此技能。提供全面的安全检查清单和模式。

• Continuous Learning V2

  by @xu-xiang

  基于本能的学习系统，通过钩子观察会话，创建具有置信度评分的原子本能，并将其进化为技能/命令/代理。

• Django Tdd

  by @xu-xiang

  Django testing strategies with pytest-django, TDD methodology, factory_boy, mocking, coverage, and testing Django REST Framework APIs.

• Database Migrations

  by @xu-xiang

  数据库迁移最佳实践，涵盖模式变更、数据迁移、回滚以及零停机部署，适用于PostgreSQL、MySQL及常用ORM（Prisma、Drizzle、Django、TypeORM、golang-migrate）。

• Configure Ecc

  by @xu-xiang

  Everything Claude Code 的交互式安装程序 —— 引导用户将技能（Skills）和规则（Rules）安装到用户级或项目级目录，验证路径，并在需要时优化已安装的文件。

• Django Patterns

  by @xu-xiang

  Django 架构模式、使用 DRF 的 REST API 设计、ORM 最佳实践、缓存、信号（Signals）、中间件（Middleware）以及生产级 Django 应用。

• Django Security

  by @xu-xiang

  Django 安全最佳实践、身份验证（Authentication）、授权（Authorization）、CSRF 防护、SQL 注入防御、XSS 防御以及安全部署配置。

• Django Tdd

  by @xu-xiang

  Django 测试策略，包括 pytest-django、TDD 方法、factory_boy、模拟、覆盖率以及测试 Django REST Framework API。

• Configure Ecc

  by @xu-xiang

  Everything Claude Code 的交互式安装程序 — 引导用户选择并安装技能和规则到用户级或项目级目录，验证路径，并可选择优化已安装文件。

• Springboot Patterns

  by @xu-xiang

  Spring Boot 架构模式、REST API 设计、分层服务、数据访问、缓存、异步处理与日志。适用于 Java Spring Boot 后端开发。

• Continuous Learning

  by @xu-xiang

  自动从 Claude Code 会话（Session）中提取可重用的模式（Pattern），并将其作为已学习的技能（Skill）保存以备将来使用。

• Cpp Coding Standards

  by @xu-xiang

  基于C++核心指南（isocpp.github.io）的C++编码标准。在编写、审查或重构C++代码时使用，以强制实施现代、安全和惯用的实践。

• Java Coding Standards

  by @xu-xiang

  适用于 Spring Boot 服务的 Java 编码规范：命名、不可变性、Optional 使用、流（Stream）、异常、泛型及项目布局。

• Python Testing

  by @xu-xiang

  使用 pytest、TDD 方法论、固件（Fixtures）、模拟（Mocking）、参数化及覆盖率要求的 Python 测试策略。

• Cpp Testing

  by @xu-xiang

  仅在创建/更新/修复 C++ 测试、配置 GoogleTest/CTest、诊断失败或不稳定的测试、以及添加覆盖率或消毒器时使用。

• Jpa Patterns

  by @xu-xiang

  Spring Boot 中用于实体设计、关联关系、查询优化、事务、审计、索引、分页和连接池的 JPA/Hibernate 模式。

• Backend Patterns

  by @xu-xiang

  后端架构模式、API 设计、数据库优化以及 Node.js、Express 和 Next.js API 路由的服务端最佳实践。

• Backend Patterns

  by @xu-xiang

  后端架构模式、API设计、数据库优化以及适用于Node.js、Express和Next.js API路由的服务器端最佳实践。

• Cpp Testing

  by @xu-xiang

  仅用于编写/更新/修复C++测试、配置GoogleTest/CTest、诊断失败或不稳定的测试，或添加覆盖率/消毒器时使用。

• Django Patterns

  by @xu-xiang

  Django架构模式，使用DRF设计REST API，ORM最佳实践，缓存，信号，中间件，以及生产级Django应用程序。

• Springboot Verification

  by @xu-xiang

  Spring Boot 项目的验证循环：构建、静态分析、带有覆盖率的测试、安全扫描以及发布或 PR 前的差异审查。

• Coding Standards

  by @xu-xiang

  适用于TypeScript、JavaScript、React和Node.js开发的通用编码标准、最佳实践和模式。

• Python Patterns

  by @xu-xiang

  Pythonic 惯用法、PEP 8 标准、类型提示，以及构建稳健、高效且可维护 Python 应用的最佳实践。

• Coding Standards

  by @xu-xiang

  TypeScript、JavaScript、React、Node.js 开发的通用编码标准、最佳实践和模式。

• Golang Testing

  by @xu-xiang

  Go测试模式包括表格驱动测试、子测试、基准测试、模糊测试和测试覆盖率。遵循TDD方法论，采用地道的Go实践。

• Django Verification

  by @xu-xiang

  Django项目的验证循环：迁移、代码检查、带覆盖率的测试、安全扫描，以及在发布或PR前的部署就绪检查。

• Api Design

  by @xu-xiang

  REST API设计模式，包括资源命名、状态码、分页、过滤、错误响应、版本控制和生产API的速率限制。

• Django Security

  by @xu-xiang

  Django 安全最佳实践、认证、授权、CSRF 防护、SQL 注入预防、XSS 预防和安全部署配置。

• Cost Aware Llm Pipeline

  by @xu-xiang

  LLM API 使用成本优化模式 —— 基于任务复杂度的模型路由、预算跟踪、重试逻辑和提示缓存。

• Continuous Learning

  by @xu-xiang

  自动从Claude Code会话中提取可重复使用的模式，并将其保存为学习到的技能以供将来使用。

• Golang Patterns

  by @xu-xiang

  构建健壮、高效且可维护 Go 应用程序的惯用法（Idiomatic Go）、最佳实践与规范。

• Frontend Patterns

  by @xu-xiang

  适用于 React、Next.js、状态管理、性能优化和 UI 最佳实践的前端开发模式。

• Eval Harness

  by @xu-xiang

  Claude Code 会话的正式评测框架，实现了评测驱动开发（EDD）原则

• Frontend Patterns

  by @xu-xiang

  React、Next.js、状态管理、性能优化和UI最佳实践的前端开发模式。

• Iterative Retrieval

  by @xu-xiang

  为了解决子智能体（Sub-agent）的上下文问题，逐步优化上下文获取的模式

• Golang Patterns

  by @xu-xiang

  用于构建健壮、高效且可维护的Go应用程序的惯用Go模式、最佳实践和约定。

• Golang Testing

  by @xu-xiang

  保证测试驱动开发与 Go 代码高质量的全面测试策略。

• Nodejs Core

  by @mcollina

  Contributes to and debugs Node.js core, including nodejs/node commit and PR tone, contribution workflows, native crashes, V8 performance, node-gyp builds, N-API bindings, and libuv issues. Use when drafting or reviewing a…

• Fastify Best Practices

  by @mcollina

  Guides development of Fastify Node.js backend servers and REST APIs using TypeScript or JavaScript. Use when building, configuring, or debugging a Fastify application — including defining routes, implementing plugins, setting up…

• Typescript Magician

  by @mcollina

  Designs complex generic types, refactors `any` types to strict alternatives, creates type guards and utility types, and resolves TypeScript compiler errors. Use when the user asks about TypeScript (TS) types, generics, type…

• Linting Neostandard Eslint9

  by @mcollina

  Configures ESLint v9 flat config and neostandard for JavaScript and TypeScript projects, including migrating from legacy `.eslintrc*` files or the `standard` package. Use when you need to set up or fix linting with…

• Init

  by @mcollina

  Creates, updates, or optimizes an AGENTS.md file for a repository with minimal, high-signal instructions covering non-discoverable coding conventions, tooling quirks, workflow preferences, and project-specific rules that agents…

• Oauth

  by @mcollina

  Implements OAuth 2.0/2.1 authorization flows in Fastify applications — configures authorization code with PKCE, client credentials, device flow, refresh token rotation, JWT validation, and token introspection/revocation…

• Octocat

  by @mcollina

  Use this skill whenever the prompt contains any `github.com` URL, even if the user only pastes a link and gives no GitHub-specific keywords. Handles git and GitHub operations using the gh CLI. Triggers include any GitHub link to…

• Databricks Python Sdk

  by @databricks-solutions

  Databricks development guidance including Python SDK, Databricks Connect, CLI, and REST API. Use when working with databricks-sdk, databricks-connect, or Databricks APIs.

• Python Dev

  by @databricks-solutions

  Python development guidance with code quality standards, error handling, testing practices, and environment management. Use when writing, reviewing, or modifying Python code (.py files) or Jupyter notebooks (.ipynb files).

• Setup

  by @Shpigford

  Get a new developer up and running with the Chops codebase — prerequisites, build, architecture, and common tasks.

• Release

  by @Shpigford

  Determine the next version, update the marketing site, and run the full release pipeline.

• Replica Entrepreneur

  by @Jakeschincariol

  Researches the app being cloned and reads what its real users say in public reviews (App Store, Google Play, G2, Capterra, Trustpilot, Reddit, Hacker News, its own feature-request board), then ranks what they hate, what is…

• Replica Recon

  by @Jakeschincariol

  Reverse-engineers any app into a recon map: screen inventory, user flows, component list, inferred data model and a feature matrix, from public pages, screenshots, app store listings, help docs and the user's own account. The…

• Replica Diff

  by @Jakeschincariol

  Compares an app clone against the original: a feature parity score from the feature matrix (weighted by must, should, could) with the missing list in build order, plus a screenshot layout diff that ignores colour so a rebrand…

• Replica Launch

  by @Jakeschincariol

  Writes the launch for an app clone: the landing page built on the positioning angle, pricing set against the original's public pricing and its users' complaints, and the App Store and Google Play listing linted against the…

• Replica Brand

  by @Jakeschincariol

  Names and rebrands an app clone so it is the user's own: name candidates with the trademark, domain, store and handle checks to run, a new palette checked for contrast, a logo brief, a voice guide, and a sweep tool that finds…

• Replica Build

  by @Jakeschincariol

  Rebuilds an app screen by screen from the recon map: app shell first, then the core flow as a vertical slice, then every screen with all its states, ticking off the feature matrix as it goes. Writes every line fresh, never the…

• Prompt Improver

  by @severity1

  This skill enriches vague prompts with targeted research and clarification before execution. Should be used when a prompt is determined to be vague and requires systematic research, question generation, and execution guidance.

• Lemo Opuscar

  by @lemomo-ai

  Direct and produce a short film made entirely in code, in one of the styles of the Lemo-Opuscar library (e.g. Impasto Oil Painting 油画厚涂, Watercolor Brush 水彩笔刷, Chinese Ink Wash 中国水墨, Ukiyo-e 浮世绘, Whiteboard Explainer 白板讲解). Use…

• Benchmark Video Search

  by @NVIDIA-AI-Blueprints

  Measure retrieval quality and latency of a deployed VSS search profile by ingesting a labelled dataset and running the vss CLI across retrieval paths. Use when the user asks to "benchmark video search", "compare search recall…

• Rtvi Vlm Perf Testing

  by @NVIDIA-AI-Blueprints

  Plan, run, and diagnose reproducible RT-VLM GPU performance canaries and benchmarks. Use this skill when running fresh-container stream-capacity, semantic-isolation, latency, throughput, or regression experiments against an RTVI…

• Rtvi Byom Porting

  by @NVIDIA-AI-Blueprints

  Use when adding, debugging, or validating a bring-your-own VLM in VSS RT-VLM, including custom Hugging Face or NGC checkpoints, vLLM adapters or plugins, model shims, and model-specific runtime dependencies. Not for selecting an…

• Native Feel Cross Platform Desktop

  by @yetone

  Use when the user is designing, prototyping, or rewriting a desktop app that must run on multiple OSes (macOS + Windows, optionally Linux) AND feel indistinguishable from a native app to its users — fast launch, native…

• Xiaohongshu Skills

  by @autoclaw-cc

  小红书自动化技能集合。支持认证登录、内容发布、搜索发现、社交互动、复合运营。 当用户要求操作小红书（发布、搜索、评论、登录、分析、点赞、收藏）时触发。

• Xhs Publish

  by @autoclaw-cc

  小红书内容发布技能。支持图文发布、视频发布、长文发布、定时发布、标签、可见性设置。 当用户要求发布内容到小红书、上传图文、上传视频、发长文时触发。

• Xhs Content Ops

  by @autoclaw-cc

  小红书复合内容运营技能。组合搜索、详情、发布、互动等能力完成运营工作流。 当用户要求竞品分析、热点追踪、内容创作、互动管理等复合任务时触发。

• Xhs Explore

  by @autoclaw-cc

  小红书内容发现与分析技能。搜索笔记、浏览首页、查看详情、获取用户资料。 当用户要求搜索小红书、查看笔记详情、浏览首页、查看用户主页时触发。

• Xhs Auth

  by @autoclaw-cc

  小红书认证管理技能。检查登录状态、登录（二维码或手机号）、退出登录。 当用户要求登录小红书、检查登录状态、退出登录时触发。

• Xhs Interact

  by @autoclaw-cc

  小红书社交互动技能。发表评论、回复评论、点赞、收藏。 当用户要求评论、回复、点赞或收藏小红书帖子时触发。

• App Feedback Admin

  by @Jamailar

  Read platform-admin feedback issues through the trusted HTTP admin API, summarize user reports, and turn them into RedBox/RedConvert repair and iteration plans. Use when the user asks to read app feedback, triage feedback…

• Edgeone Makers Tools

  by @TencentEdgeOne

  EdgeOne Makers 全栈开发技能包 —— 涵盖 AI Agent 开发（DeepAgents、LangGraph、 Claude SDK、OpenAI Agents、CrewAI）、云函数（Node.js/Go/Python）、边缘函数、 KV 存储、中间件及快速部署，帮助 AI 编程助手准确高效地在 EdgeOne 平台上构建和发布应用。

• Edgeone Makers Tools

  by @TencentEdgeOne

  EdgeOne Makers platform development router — the single entry point for building, storing data, and deploying on Tencent EdgeOne Makers. Trigger whenever the user develops, scaffolds, or deploys anything on EdgeOne Makers /…

• Edgeone Makers Migration

  by @TencentEdgeOne

  Migrate existing AI agent projects (LangChain, LangGraph, OpenAI Agents SDK, Claude Agent SDK, CrewAI) to EdgeOne Makers platform conventions. Use when the user wants to adapt a standard agent project to run on EdgeOne Makers,…

• Edgeone Makers Cloud Functions

  by @TencentEdgeOne

  EdgeOne Makers Cloud Functions — Node.js, Go, and Python runtimes. Use when building server-side APIs, Express/Koa patterns, or backend logic.

• Edgeone Makers Storage

  by @TencentEdgeOne

  KV and Blob storage services on EdgeOne Makers. KV for edge key-value pairs, Blob for file/object storage in Cloud Functions. Covers SDK usage, setup, and troubleshooting.

• Edgeone Makers Recipes

  by @TencentEdgeOne

  Project structure templates and scaffolding recipes for typical EdgeOne Makers applications — full-stack apps, static sites, API services, and AI agent projects.

• Edgeone Makers Env Adaption

  by @TencentEdgeOne

  Environment-specific adaptation rules for EdgeOne Makers Skills running in sandboxed or restricted AI coding environments (e.g. WorkBuddy). Trigger when: the user is working in WorkBuddy or a sandboxed IDE where CLI prompts hang…

• Edgeone Makers Edge Functions

  by @TencentEdgeOne

  V8-based lightweight edge functions on EdgeOne Makers. Covers routing, KV storage access, request/response handling, and environment variables at the edge.

• Edgeone Makers Middleware

  by @TencentEdgeOne

  Edge middleware for EdgeOne Makers — request interception, redirects, rewrites, auth guards, A/B testing, and header injection at the edge (V8 runtime).

• Microsoft Skill Creator

  by @MicrosoftDocs

  Create agent skills for Microsoft technologies using official documentation. Use whenever the user wants to build, generate, or scaffold a skill for any Microsoft technology (Azure, .NET, M365, VS Code, Bicep, etc.)—even phrased…