Software Development AI agent skills

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

• Filesystem

  by @Mathews-Tom

  File and directory operations via Claude Code built-in tools, replacing the Filesystem MCP server. Triggers on: "read this file", "write to file", "edit file", "find files matching", "search for text in files", "list directory",…

• Engineering Retro

  by @Mathews-Tom

  Git-based engineering retrospective analyzing commits, PRs, and velocity over configurable windows with monorepo path scoping. Triggers on: "retrospective", "sprint retro", "weekly review", "what did we ship", "engineering…

• Wechat Article Formatter

  by @BND-1

  将Markdown文章转换为美化的HTML格式，适配微信公众号发布。应用专业CSS样式、代码高亮、优化排版。当用户说"美化这篇文章"、"转换为HTML"、"优化公众号格式"、"生成公众号HTML"时使用。

• Wechat Tech Writer

  by @BND-1

  自动搜索、抓取、改写技术内容，生成适合微信公众号的中文科普文章。涵盖AI大模型、GitHub开源工具、技术话题。当用户说"写一篇关于XXX的文章"、"帮我研究XXX"、"生成公众号文章"时使用。

• Wechat Draft Publisher

  by @BND-1

  自动将 HTML 文章发布到微信公众号草稿箱，支持封面图上传、标题、作者和元数据管理。当用户说"推送到微信"、"发布到公众号草稿"、"上传到草稿箱"或提到微信文章发布时使用。

• C To Ast

  by @Narwhal-Lab

  Parse C source code into an Abstract Syntax Tree (AST). Use when analyzing C programs, understanding code structure, performing static analysis, or preparing code for further program analysis (e.g., CFG, DFG, vulnerability…

• Code Review

  by @smallnest

  Frontend-focused code review skill for React/TypeScript/Tailwind projects. Analyzes code quality, security vulnerabilities (XSS, CSRF), performance issues, accessibility (WCAG), React best practices, hooks usage, component…

• React Component Generator

  by @smallnest

  Generate React components following best practices with TypeScript, Tailwind CSS, and Zustand state management. Use this skill when the user requests creating React components, UI elements, or mentions component generation.…

• Feature Builder

  by @smallnest

  Build complete React features with proper layered architecture including UI components, business logic, API integration, and state management. Use this skill when users request implementing features like "user authentication",…

• Playwright Browser Automation

  by @smallnest

  Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate…

• Baoyu Image Gen

  by @smallnest

  AI SDK-based image generation using official OpenAI and Google APIs. Supports text-to-image, reference images, aspect ratios, and quality presets.

• Code Review

  by @smallnest

  专业的代码审查助手，提供结构化的审查流程、详细的检查清单和建设性的反馈指南。适用于审查Pull Request、代码提交或任何需要代码质量评估的场景，涵盖功能性、安全性、性能、测试、文档、架构设计等多个维度。

• Coze Api

  by @smallnest

  调用扣子(Coze)智能体 API 进行对话、工作流执行等操作。当用户需要集成 Coze 智能体、调用 Coze API、或开发 Coze 相关应用时使用。支持流式和非流式对话、工作流调用等功能。

• Request Analyzer

  by @smallnest

  Proactively analyze user requests at the start of conversations to determine task type, assess prompt quality, and intelligently recommend which skills to activate. Should activate for ALL user requests to ensure optimal…

• Flutter Api

  by @smallnest

  Comprehensive Flutter API reference guide covering widgets, Material Design, Cupertino, animations, gestures, navigation, state management, and platform integration. Use when developing Flutter applications and needing detailed…

• Hello World

  by @smallnest

  A fundamental skill that demonstrates the basic execution of a Python script. It serves as a "Hello, World!" example for the skill system, verifying that the environment is correctly set up and that the agent can execute scripts.

• Tech Article Writer

  by @smallnest

  技术干货文章创作专家,擅长用简练语言传递核心知识点,不遗漏关键信息

• Kanban Tasks

  by @jin-bo

  使用 agentao-kanban 看板进行任务管理（拆任务 / 状态流转 / 后台服务 / 看产物）。 本技能负责：① 初始化 .kanban/ 项目 ② 把需求拆成原子卡片入板 ③ 推动状态流转 INBOX → READY → DOING → REVIEW → DONE ④ 启停 daemon 与 Web UI ⑤ 察看卡片状态与产物。 触发关键词（中/英）：看板 / kanban / 任务管理 / task board / 拆任务 / 任务卡 /…

• Ai Ml Skills

  by @wentorai

  27 ai & machine learning skills. Trigger: ML experiments, model training, deep learning, NLP, computer vision. Design: covers frameworks, benchmarks, paper reproduction, and AI research workflows.

• Stata Reference Guide

  by @wentorai

  Comprehensive Stata reference covering syntax, econometrics, and 20+ packages

• Meta Analysis Guide

  by @wentorai

  Conduct systematic meta-analyses with effect size pooling and heterogeneity

• Data Anomaly Detection

  by @wentorai

  Detect anomalies and outliers in research data using statistical methods

• Python Causality Guide

  by @wentorai

  Learn causal inference with Python using the Brave and True handbook

• Time Series Guide

  by @wentorai

  Apply ARIMA, VAR, cointegration, and time series econometric methods

• Algorithm Visualizer Guide

  by @wentorai

  Guide to Algorithm Visualizer for interactive algorithm exploration

• Nonparametric Tests Guide

  by @wentorai

  Apply Mann-Whitney, Kruskal-Wallis, and other nonparametric methods

• D3 Visualization Guide

  by @wentorai

  Guide to D3.js for building custom interactive data visualizations

• Echarts Visualization Guide

  by @wentorai

  Guide to Apache ECharts for interactive research data dashboards

• Questionnaire Design Guide

  by @wentorai

  Questionnaire and survey design with Likert scales and coding

• Power Analysis Guide

  by @wentorai

  Sample size calculation and statistical power analysis guide

• Survey Data Processing

  by @wentorai

  Clean, recode, and prepare survey response data for analysis

• Interactive Viz Guide

  by @wentorai

  Interactive data visualization with Plotly, ECharts, and D3

• Text Mining Guide

  by @wentorai

  Apply NLP and text mining techniques to research text data

• Autonomous Agents Papers Guide

  by @wentorai

  Daily-updated collection of autonomous AI agent papers

• Ai Agent Papers Guide

  by @wentorai

  Curated 2024-2026 AI agent research papers collection

• Langfuse

  by @langfuse

  Interact with Langfuse and access its documentation: tracing, monitoring, creating datasets, running experiments, and evaluating AI applications. Use when needing to (1) query or modify Langfuse data, (2) look up Langfuse…

• Compliance Checker

  by @OneWave-AI

  Audits a codebase or business process for regulatory compliance across GDPR, HIPAA, SOC2, CCPA, and PCI-DSS. Scans for PII handling, data retention, encryption, access controls, audit logging, consent management, and data…

• Api Documentation Writer

  by @OneWave-AI

  Generate comprehensive API documentation including endpoint descriptions, request/response examples, authentication guides, error codes, and SDKs. Creates OpenAPI/Swagger specs, REST API docs, and developer-friendly reference…

• Ai Readiness Assessment

  by @OneWave-AI

  Assesses how ready a business is for AI adoption across six dimensions. Evaluates data maturity, tech stack, team skills, process documentation, budget, and culture. Generates a comprehensive ai-readiness-report.md with scores,…

• Agent Army

  by @OneWave-AI

  Deploy a 2-layer parallel agent hierarchy for large, parallelizable work — big refactors, multi-file migrations, codebase-wide audits, bulk generation. A top-tier commander (Fable or Opus) orchestrates the swarms; the user picks…

• Customer Panel Of Experts

  by @OneWave-AI

  Build a panel of your real buyer personas (from a deep scan of any tools you allow it to connect to) and have them debate any decision you bring — a marketing launch, a price increase, a new product, a positioning change, a…

• Claude Landing Composer

  by @OneWave-AI

  Compose a premium, animated landing page section by section in Next.js + Tailwind + Motion (Framer Motion) — built on a real design system, with editorial copy and motion that feels human-crafted, not template-generated. Use…

• Before You Build

  by @OneWave-AI

  Use before starting a product, feature, MVP, agent, automation, or integration build to identify the main pre-build risk and choose the smallest validation step. Trigger when the user asks whether to build, scope, validate,…

• Code Review Pro

  by @OneWave-AI

  Comprehensive code review covering security vulnerabilities, performance bottlenecks, best practices, and refactoring opportunities. Use when user requests code review, security audit, or performance analysis.

• Cross Conversation Project Manager

  by @OneWave-AI

  Maintain project state across MULTIPLE conversations over days/weeks. Track tasks, decisions, blockers, resources. Auto-update when project mentioned. Generate status reports and proactive reminders.

• Api Endpoint Scaffolder

  by @OneWave-AI

  Generate REST API endpoints with proper structure, validation, error handling, and types. Use when creating new API routes, endpoints, or backend services.

• Deep Research

  by @Undertone0809

  Conducts enterprise-grade research with multi-source synthesis, citation tracking, and verification. Produces citation-backed reports through a structured pipeline with source credibility scoring, and grounds abstract findings…

• Rudder Docs

  by @Undertone0809

  Use when the user asks how Rudder works; needs current Rudder docs, exact behavior, commands, contracts, APIs, or source evidence; asks to create, hire, or configure Rudder agents; or asks to scaffold, develop, or verify Rudder…

• Development Lifecycle Router Maintainer

  by @Undertone0809

  Use when a Rudder development request has an unclear lifecycle stage or owner: requirements, advisor analysis, UI design, implementation, verification, review, release, recovery, runtime contracts, performance, component lab,…

• Visualize

  by @Undertone0809

  Create safe inline visual explanations in Rudder Chat. Use when asked for a chart, plot, diagram, timeline, comparison, static map, simulator, scenario view, or compact visual that materially improves understanding. Prefer…

• Rudder Worktree Preview Maintainer

  by @Undertone0809

  Use when starting the current Rudder checkout as a temporary managed local preview with a stable URL, readiness check, logs, stop command, and cleanup path for manual inspection of the current branch or worktree.

• Advisor Review Loop Maintainer

  by @Undertone0809

  Use when Rudder development work needs first-principles advisor analysis plus independent reviewer rounds: proposals, UI/product decisions, architecture, release readiness, workflow changes, agent outcomes, explicit acceptance…

• Rudder Ui Polish Maintainer

  by @Undertone0809

  Use when implementing screenshot-driven or narrow Rudder UI polish: density, alignment, spacing, labels, cards, menus, hover states, empty states, onboarding steps, redundant pages, compact workflows, screenshots, or small…

• Rudder Desktop Dev Recovery Maintainer

  by @Undertone0809

  Use when Rudder local Desktop development, Electron shell, embedded Postgres, ~/.rudder instance state, dev startup, update/install smoke, packaged boot, or release-blocking local Desktop validation fails or needs recovery.

• Codex Session Product Reviewer Maintainer

  by @Undertone0809

  Use when reviewing a local Codex session, task, thread, or commit as a product manager or first-principles reviewer for product correctness, scope, behavior, validation, and whether the task solved the right user problem.

• Rudder Data Path Diagnostician Maintainer

  by @Undertone0809

  Use when Rudder pages or product surfaces show missing, stale, sparse, empty, slow, or wrong data, including Calendar, runs, issues, dashboard counts, chat output, prod/local org data, API/UI/DB mismatches, or “这个数据从哪来”.

• Pr Local Preview Maintainer

  by @Undertone0809

  Use when checking out, running, previewing, reviewing, or validating a GitHub pull request locally in a safe worktree, including PR preview URLs, local screenshots, readiness checks, logs, and cleanup instructions.

• Agent Work Reviewer Maintainer

  by @Undertone0809

  Use when reviewing Rudder agent work, Codex sessions, PRs, commits, UI, releases, regressions, proposals, or agent outcomes for product correctness, evidence quality, scope, architecture, and handoff trust.

• Product Acceptance Verifier Maintainer

  by @Undertone0809

  Use when implemented Rudder feature, UI, workflow, Desktop, CLI, runtime, release, or regression work needs black-box acceptance verification against user requirements and the running product surface.

• React Best Practices

  by @vercel

  React best-practices reviewer for TSX files. Triggers after editing multiple TSX components to run a condensed quality checklist covering component structure, hooks usage, accessibility, performance, and TypeScript patterns.

• Next Best Practices

  by @vercel

  Next.js best practices - file conventions, RSC boundaries, data patterns, async APIs, metadata, error handling, route handlers, image/font optimization, bundling

• Flags Sdk

  by @vercel

  Set up and use feature flags and A/B tests with the Flags SDK (`flags` npm package) and Vercel Flags. Use when installing or configuring the SDK, adding a new or existing flag, wiring `vercelAdapter` (OIDC or SDK keys),…

• Microfrontends

  by @vercel

  Guide for building, configuring, and deploying microfrontends on Vercel. Use this skill when the user mentions microfrontends, multi-zones, splitting an app across teams, independent deployments, cross-app routing, incremental…

• Ai Gateway

  by @vercel

  Vercel AI Gateway guidance for setup, model discovery, authentication, routing, fallbacks, BYOK, budgets, spend reporting, observability, compatible APIs, and coding-agent configuration. Use when adding AI Gateway to an app,…

• Chat Sdk

  by @vercel

  Vercel Chat SDK expert guidance. Use when building multi-platform chat bots — Slack, Telegram, Microsoft Teams, Discord, Google Chat, GitHub, Linear — with a single codebase. Covers the Chat class, adapters, threads, messages,…

• Ai Sdk

  by @vercel

  Vercel AI SDK expert guidance. Use when building AI-powered features — chat interfaces, text generation, structured output, tool calling, agents, MCP integration, streaming, embeddings, reranking, image generation, or working…

• Create A Backend

  by @vercel

  Backend architecture guidance. Use when planning, building, or migrating an API or backend; choosing between Functions, Services, containers, Workflow, Queues, and Marketplace databases; or selecting a supported backend…

• Workflow

  by @vercel

  Vercel Workflow SDK expert guidance. Use when building durable workflows, long-running tasks, API routes or agents that need pause/resume, retries, step-based execution, or crash-safe orchestration with Vercel Workflow.

• Vercel Sandbox

  by @vercel

  Vercel Sandbox guidance — ephemeral Firecracker microVMs for running untrusted code safely. Supports AI agents, code generation, and experimentation. Use when executing user-generated or AI-generated code in isolation.

• Next Upgrade

  by @vercel

  Upgrade Next.js to the latest version following official migration guides and codemods. Use when upgrading Next.js versions, running codemods, or migrating between major releases.

• Chat Sdk

  by @vercel

  Build multi-platform chat bots with Chat SDK (`chat` npm package). Use when developers want to (1) Build a Slack, Teams, Google Chat, Discord, Telegram, GitHub, Linear, or WhatsApp bot, (2) Use Chat SDK to handle mentions,…

• Ai Sdk

  by @vercel

  Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like generateText, streamText, ToolLoopAgent, embed, or tools, (2) Want to build AI agents, chatbots, RAG…

• Vercel Connect

  by @vercel

  Vercel Connect expert guidance — securely obtain scoped OAuth tokens for third-party services (Slack, GitHub, MCP servers, OAuth, Snowflake) on behalf of apps or users via Vercel OIDC. Use when wiring up third-party API access,…

• Access Protected Vercel Deployment

  by @vercel

  Access and test Vercel deployments protected by Vercel Authentication, SSO, or Deployment Protection. Use when curl, agent-browser, Playwright, or another automated request reaches a Vercel login or protection page; when a…

• Workflow

  by @vercel

  Creates durable, resumable workflows using Vercel's Workflow SDK. Use when building workflows that need to survive restarts, pause for external events, retry on failure, or coordinate multi-step operations over time. Triggers on…

• Shadcn

  by @vercel

  shadcn/ui expert guidance — CLI, component installation, composition patterns, custom registries, theming, Tailwind CSS integration, and high-quality interface design. Use when initializing shadcn, adding components, composing…

• Queues

  by @vercel

  Vercel Queues guidance — durable topics with at-least-once delivery, independent consumer groups, retries, delays, and idempotency keys via @vercel/queue (JS) or vercel-queue (Python). Use when deferring background work,…

• Vercel Sandbox

  by @vercel

  Run untrusted or AI-generated code in ephemeral Firecracker microVMs with @vercel/sandbox. Create a VM, run commands, read/write files, expose ports, snapshot and resume. Use for AI agents, code execution, builds, and isolated…

• Routing Middleware

  by @vercel

  Vercel Routing Middleware guidance — request interception before cache, rewrites, redirects, personalization. Works with any framework. Supports Edge, Node.js, and Bun runtimes. Use when intercepting requests at the platform…

• Build Agents

  by @vercel

  Default guidance for building AI agents. Use for generic requests to build, create, scaffold, design, architect, or implement an AI agent, agent app, tool-calling agent, durable agent, multi-agent system, or scheduled agent.

• Verification

  by @vercel

  Full-story verification — infers what the user is building, then verifies the complete flow end-to-end: browser → API → data → response. Triggers on dev server start and 'why isn't this working' signals.

• Vercel Agent

  by @vercel

  Vercel Agent guidance — dashboard and Slack chat, code review, production investigation, approved actions, and product installation. Use when configuring or working with Vercel's AI assistant.

• Turbopack

  by @vercel

  Turbopack expert guidance. Use when configuring the Next.js bundler, optimizing HMR, debugging build issues, or understanding the Turbopack vs Webpack differences.

• Env Vars

  by @vercel

  Vercel environment variable expert guidance. Use when working with .env files, vercel env commands, OIDC tokens, or managing environment-specific configuration.

• Knowledge Update

  by @vercel

  Corrects outdated LLM knowledge about the Vercel platform and introduces new products. Injected at session start.

• Next Upgrade

  by @vercel

  Upgrade Next.js to the latest version following official migration guides and codemods

• Ab Test Setup

  by @lingxling

  Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.

• Hai Architecture

  by @hylarucoder

  Investigates architecture and software change complexity, from whole-repository runtime paths to a bounded module/design decision. Use for 系统太绕、复杂度审计、调用链/配置太散、架构审查、模块边界、拆分合并, or why a repo is hard to change. Select global…

• Code Review And Quality

  by @hylarucoder

  Reviews a code change for correctness, security, maintainability, architecture, performance, and verification gaps, or performs a local code-smell review. Use for review this diff/PR、变更评审、代码审查、代码整洁度. Return evidence-backed…

• Hai Prd

  by @hylarucoder

  Decides whether a PRD is needed, drafts one from a product problem, repairs an existing PRD, or judges its split/merge boundary. Use for PRDs, product requirements, requirement specs, scope, user-visible behavior, and acceptance…

• Hai Ast Grep

  by @hylarucoder

  Produces a ready-to-run ast-grep command or reusable YAML lint/codemod rule, validated against positive and negative fixtures. Use when search or rewrite depends on syntax structure: finding all call shapes, avoiding regex…

• Write Technical Acceptance Report

  by @hylarucoder

  Verify a defined software change against requirements and produce a proportional, evidence-backed acceptance report with specification precedence, scope boundaries, requirement-to-evidence traceability, executed test results,…

• Geju

  by @hylarucoder

  Challenges an overly conservative, incremental, or compatibility-led proposal with a bold target model, a concrete kill/merge/split list, materially different options, and a falsifiable first proof point. Use when the user asks…

• Hai Ssot

  by @hylarucoder

  Diagnoses single-source-of-truth violations—duplicated literals or rules, shape drift, scattered defaults, redundant conversion chains, overloaded vocabulary, and behavior forks—with file:line evidence, false-positive…

• Hai Debug

  by @hylarucoder

  Diagnoses an unexplained software failure through reproduction, competing hypotheses, discriminating checks, and a causal explanation. Use for 排障、根因分析、偶发失败、环境差异、重复执行, or a bug whose cause is unclear. Return observed evidence,…

• Hai Tdd

  by @hylarucoder

  Drives a real behavior change through red-green-refactor and records the failing RED evidence, minimal GREEN implementation, refactor decision, and verification commands. Use when the user explicitly asks for TDD/tests first,…

• Hai Naming

  by @hylarucoder

  Recommends names for concepts, identifiers, modules, files, entities, events, or product terms, or audits an existing naming set for misleading vocabulary and viewpoint drift. Use for “what should I call this?”, rename requests,…

• Hai Idea

  by @hylarucoder

  Evaluates whether an idea, feature, product, or project deserves attention and returns one verdict—Do, Validate first, Reframe, Defer, or Kill—plus the strongest objection and cheapest decision-changing test. Use when the user…

• Hai Rewrite Doc

  by @hylarucoder

  Rebuilds a drifted, repeatedly patched document from verified current conclusions. It inventories old blocks, preserves verified wording, removes disproved material, writes authoritative replacement coverage only from verified…

• React Component Diagnosis

  by @hylarucoder

  Diagnoses one React component or component directory across consumer API, data flow, testability, extensibility, performance, mental model, and boundaries/contracts, with code evidence and prioritized recommendations. Use when…