Software Development AI agent skills

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

• Pdf

  by @polyuiislab

  Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding…

• Mcp Builder

  by @polyuiislab

  Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether…

• Slack Gif Creator

  by @polyuiislab

  Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack."

• Webapp Testing

  by @polyuiislab

  Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

• Web Artifacts Builder

  by @polyuiislab

  Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui…

• Answer Me With Html

  by @QingYunA

  Renders a complex answer as a one-page visual HTML explainer: the model writes a short Markdown draft and the bundled CLI builds a single page (templates, SVG auto-layout, STE writing check). Also for explainer videos ("3b1b…

• Axiom Integration

  by @CharlesWiltgen

  Use when work crosses into Apple's system surfaces rather than your own UI or data — Siri and Shortcuts, widgets, Live Activities, in-app purchase, localization, privacy prompts, alarms, timers, calendar, reminders, contacts,…

• Axiom Ai

  by @CharlesWiltgen

  Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature. Covers Foundation Models, @Generable, LanguageModelSession, Tool protocol, eval suites, model-as-judge scoring,…

• Axiom Graphics

  by @CharlesWiltgen

  Use when working with ANY GPU rendering, Metal, OpenGL migration, shaders, 3D content, RealityKit, AR, USD/USDZ files, or display performance. Covers Metal migration, shader conversion, RealityKit ECS, RealityView, USDKit,…

• Axiom Location

  by @CharlesWiltgen

  Use when implementing location services, maps, geofencing, or debugging location/MapKit issues. Covers Core Location, CLMonitor, MapKit, annotations, directions.

• Axiom Build

  by @CharlesWiltgen

  Use when ANY iOS or macOS build fails, a crash log needs diagnosing, a test run crashes, Xcode misbehaves, or an environment issue blocks work before code is the suspect. Covers build failures, dependency conflicts, simulator…

• Axiom Tools

  by @CharlesWiltgen

  Use when asking about Axiom skills or axbuild build/test capture, xclog console, xcsym .ips/MetricKit/.crash symbolication, xcui simulator UI/accessibility, or xcprof xctrace/CPU profiles.

• Axiom Testing

  by @CharlesWiltgen

  Use when writing ANY test, debugging flaky tests, making tests faster, or choosing Swift Testing vs XCTest. Covers unit tests, UI tests, async testing, test architecture.

• Axiom Swift

  by @CharlesWiltgen

  Use when the question is about Swift or its toolchain rather than a framework — modern idioms, noncopyable types, drag and drop, debug deep links, tvOS targets.

• Axiom Apple Docs

  by @CharlesWiltgen

  Use when you need Apple's own documentation or a Swift compiler diagnostic explained rather than recalled.

• Axiom Test Simulator

  by @CharlesWiltgen

  Use when the user mentions simulator testing, visual verification, push notification testing, location simulation, screenshot capture, OR live accessibility validation (VoiceOver announcements, Dynamic Type, ADA checks) on the…

• Axiom Audit Foundation Models

  by @CharlesWiltgen

  Use when the user mentions Foundation Models review, on-device AI audit, LanguageModelSession issues, or @Generable/guardrail problems — including missing availability checks, manual JSON parsing, and guardrail handling.

• Axiom Analyze Swiftui Performance

  by @CharlesWiltgen

  Use when the user mentions SwiftUI performance, janky scrolling, slow animations, or view update issues — expensive bodies, formatters, whole-collection dependencies, and missing lazy containers.

• Axiom Modernize

  by @CharlesWiltgen

  Use when the user wants to modernize iOS code to iOS 17/18 patterns, migrate from ObservableObject to @Observable, update @StateObject to @State, or adopt modern SwiftUI APIs.

• Axiom Audit Memory

  by @CharlesWiltgen

  Use when the user mentions memory leak prevention, code review for memory issues, or proactive leak checking — retain cycles, leaks, and Timer/observer patterns.

• Axiom Analyze Test Failures

  by @CharlesWiltgen

  Use when the user mentions flaky tests, tests that pass locally but fail in CI, race conditions in tests, or needs to diagnose WHY a specific test fails.

• Axiom Audit Spritekit

  by @CharlesWiltgen

  Use when the user wants to audit SpriteKit game code for common issues — physics bitmask issues, draw call waste, node accumulation, and action leaks.

• Axiom Audit Iap

  by @CharlesWiltgen

  Use when the user mentions in-app purchase review, IAP audit, StoreKit issues, purchase bugs, transaction problems, or subscription management.

• Axiom Analyze Crash

  by @CharlesWiltgen

  Use when the user has a crash log (.ips, MetricKit JSON, legacy .crash text, .xccrashpoint bundle, or pasted text) that needs analysis.

• Axiom Debug Tests

  by @CharlesWiltgen

  Use this agent for closed-loop test debugging - automatically analyzes test failures, suggests fixes, and re-runs tests until passing.

• Axiom Audit Swiftui Architecture

  by @CharlesWiltgen

  Use when the user mentions SwiftUI architecture review, separation of concerns, testability issues, or "logic in view" problems.

• Axiom Audit Textkit

  by @CharlesWiltgen

  Use when the user mentions TextKit review, text layout issues, Writing Tools integration, or UITextView/NSTextView code review.

• Axiom Audit Liquid Glass

  by @CharlesWiltgen

  Use when the user mentions Liquid Glass review, iOS 26 UI updates, toolbar improvements, or visual effect migration.

• Axiom Audit Concurrency

  by @CharlesWiltgen

  Use when the user mentions concurrency checking, Swift 6 compliance, data race prevention, or async code review.

• Axiom Run Tests

  by @CharlesWiltgen

  Use when the user wants to run XCUITests, parse test results, view test failures, or export test attachments.

• Axiom Audit Accessibility

  by @CharlesWiltgen

  Use when the user mentions accessibility checking, App Store submission, code review, or WCAG compliance.

• Axiom Optimize Build

  by @CharlesWiltgen

  Use when the user mentions slow builds, build performance, or build time optimization.

• Code Quality Analyzer

  by @alibaba

  Triggered when the user submits code or requests a comprehensive code quality analysis. Automatically performs static analysis, code review, and quality scoring. Analysis covers coding standards, potential bugs, performance…

• Code Stats

  by @alibaba

  Analyzes code files and reports statistics including line counts, file counts by extension, and total size. Use this skill whenever the user wants to understand the composition of a codebase - asking about "how many lines of…

• Code Review Assistant

  by @alibaba

  Triggered when the user submits code or requests a code review. Automatically analyzes code quality, identifies potential bugs, security vulnerabilities, and performance issues, and provides improvement suggestions. Trigger…

• Mood Booster

  by @alibaba

  Triggered when the user expresses boredom, low mood, frustration, irritation, or a need to relax. Responds with warm words of comfort and tells a joke to lighten the atmosphere. Trigger phrases include "I'm so bored", "feeling…

• Git Analyzer

  by @alibaba

  Analyzes git repositories and commit history

• Zard Migration

  by @zard-ui

  Migrates a project whose installed zard/ui component source predates the current registry — components are copied into the project by zard-cli, so nothing upgrades them on its own. Applies when a project's zard/ui source uses a…

• Deja Search

  by @vshulcz

  deja-vu memory — search the user's past AI coding sessions with the deja CLI. Holds what they already settled and never wrote into the repo (naming rules, banned or already-tried tools, required checks before merge, preferred…

• Deja History

  by @vshulcz

  Search the user's past AI coding sessions. Holds what they already settled and never wrote into the repo (naming rules, banned or already-tried tools, required checks before merge, preferred values, who owns what). Use before…

• Knowledge Base Management

  by @chubbyguan

  管理本地 Markdown/Obsidian 知识库：素材入库、健康检查、增量索引、关键词与 semantic-lite 检索、逐字原文资料包、归档和 MCP 连接。用于搜索知识库、整理资料及为 Agent 准备可定位的引用。

• Wechat Article Ingest

  by @chubbyguan

  微信公众号文章 → Markdown 提取 + A层观点提取 + B层问题链生成。 支持直接链接抓取和 PDF 提取两种方式。

• Content Enrich

  by @chubbyguan

  内容加工：给任意采集产物（转录稿 / 文章 / 笔记）自动补「摘要 + 要点 + 标签 + 价值判断」， 写进 frontmatter 并在正文顶部插入摘要块。是「加工层」通用能力，惠及仓库所有采集 skill。

• Industry Intelligence Radar

  by @chubbyguan

  行业情报雷达：多源扫描(X/即刻/V2EX/HN) → 关键词过滤 → 趋势检测 → 每日情报简报。触发词：行业情报、竞品监控、热点扫描、情报雷达

• Stripe Apps

  by @fcakyon

  Use when building, modifying, or reviewing a Stripe App — or when the user describes something that implies one (e.g. "add a panel to the customer page", "customize my Stripe Dashboard", "react to Stripe events from my app",…

• Python Guidelines

  by @fcakyon

  This skill should be used when writing, reviewing, or refactoring Python code. Covers code integration, idiomatic patterns, docstring formatting, anti-abstraction rules, and software engineering basics.

• Schema

  by @fcakyon

  Use when adding, fixing, or reviewing structured data: JSON-LD for articles, products, FAQs, breadcrumbs, organizations, and local businesses, and what to do when markup doesn't earn a rich result.

• Seo Audit

  by @fcakyon

  Use when reviewing a page or site for organic search, or diagnosing why something isn't ranking: crawl and index signals, on-page elements, content quality, and how to order the fixes.

• Building Livekit Agents

  by @fcakyon

  Builds voice and chat AI agents with LiveKit Agents on LiveKit Cloud or a self-hosted server. Use when the user asks to "build a voice agent", "create a LiveKit agent", "add voice AI to my app", "implement handoffs", "structure…

• Ultralytics Platform

  by @fcakyon

  This skill should be used when user asks to "upload my model to Ultralytics Platform", "push this run to the platform", "upload a dataset to platform", "download a dataset from platform", "search platform datasets", "start cloud…

• Test Audit

  by @fcakyon

  This skill should be used when the user asks to "write a test", "review these tests", "audit tests", "prune low-value tests", or "find duplicate tests", and whenever writing, changing, reviewing, or sweeping tests. Gates new…

• Supabase Js

  by @fcakyon

  This skill should be used when user asks to "use supabase-js", "query Supabase database", "supabase auth", "supabase storage", "supabase realtime", "supabase edge functions", or works with the @supabase/supabase-js…

• Simplify

  by @fcakyon

  This skill should be used when the user asks to "simplify", "clean up the diff", "run simplify", "simplify the changes", "review changed code for cleanup", explicitly invokes "/simplify", or asks to "commit without simplify",…

• Highcharts React

  by @highcharts

  Use to implement, configure, and troubleshoot Highcharts in React projects. Trigger for Highcharts-related chart or data visualization work — when in doubt, use this skill if Highcharts is a candidate.

• Os What Could Go Wrong

  by @kharmanskyi

  ALWAYS invoke this skill before anything hard to undo gets agreed to - a contract, a purchase, a migration, a launch, a price change, a reorganisation - and whenever the user asks "what could go wrong", "what are we missing",…

• Os Big Picture

  by @kharmanskyi

  ALWAYS invoke this skill when the user asks where the project as a whole stands - "where are we", "what's the big picture", "what have we built", "what is in this project", "map the project", "what does this thing even do",…

• Os Step By Step

  by @kharmanskyi

  ALWAYS invoke this skill when you need the user to act - run a command, paste a secret, click, approve - and whenever they ask how to do something or say they do not know what to do: "step by step", "walk me through it", "what…

• Os Whats Next

  by @kharmanskyi

  ALWAYS invoke this skill when the user asks what to do next, what is left, or what is blocked - "what's next", "what now", "what should we work on", "anything I can do" - in any language. This skill picks the next piece of work;…

• Os Say Simple

  by @kharmanskyi

  ALWAYS invoke this skill when the user asks for simpler or shorter about something said or written - "say it simply", "what does this mean", "I don't understand your answer", "too long", "wait, what?", "bro" - in any language,…

• Os Ask Simple

  by @kharmanskyi

  ALWAYS invoke this skill before asking the user any technical question or offering options, and whenever they ask to be asked in plain words - "ask simple", "ask me simply", "ask me in plain words" - or ask if something is worth…

• Os Done Or Not

  by @kharmanskyi

  ALWAYS invoke this skill when work wraps up or the user asks how it went - "done or not", "are we done", "what happened", "report", "what's the status of this ticket" - in any language, and when a Stop hook asks for a session…

• Os Check Work

  by @kharmanskyi

  ALWAYS invoke this skill when the user asks about work done outside this session - "check work", "check the others", "check other sessions" - or to accept one: "the session is done, check it", "can we merge it" - in any…

• Survey Methodology

  by @Muuuun

  Plan-time methodology contract for survey/review/report projects. Forces an audit-grade survey instead of a paper-trust summary. Distilled from ~240 reviews (2024-2026) across 9 domain clusters — physics/RMP/Living Reviews,…

• Matplotlib Figures

  by @Muuuun

  Publication-quality data plots via matplotlib with venue-specific styles. Use for generating your own figures (timelines, comparison charts, data summaries, heatmaps) that you add to the LaTeX report. Your brain prompt supplies…

• Compute Methods

  by @Muuuun

  Environment-verified friction sheets for field-standard computational tools (Rydberg pair interactions, QEC circuits, qLDPC decoding, code distance, atom dynamics, optics, quantum chemistry). Each sheet lists the tools the field…

• Kmp Architecture Footguns

  by @maxrave-dev

  Kotlin Multiplatform structure and language traps: module splits, expect/actual, Koin and ViewModel scoping, layers, version catalogs, erased overloads, Char and string-resource formatting limits. Use when shaping modules or DI,…

• Desktop And Build Footguns

  by @maxrave-dev

  Desktop JVM and build traps: JNA natives, bundling, memory, packaging, code signing, R8, deep links, Gradle and CI releases. Use when a desktop build fails packaged, signed, on another OS or arch, or in CI.

• Engineering Method Footguns

  by @maxrave-dev

  Debugging-method traps: run the discriminating experiment first, read build logs bottom-up, treat an empty actual as unwritten, audit shared handles before removing a feature, read commit history critically. Use when a fix is…

• Footgun Scan

  by @maxrave-dev

  Scan a Kotlin or Compose Multiplatform diff for known footgun shapes and open the matching trap to confirm each hit. Use before committing, when reviewing a Kotlin change, or to audit a codebase.

• Flyai

  by @alibaba-flyai

  Search flights, hotels, attractions, concerts, and travel deals with natural language. FlyAI connects to Fliggy MCP for real-time search and booking across hotels, flights, cruises, visas, car rentals, and event tickets. It…

• Agentdock User Guide

  by @uvwt

  当用户询问 AgentDock 是什么、如何使用、配置在哪里、不同平台或安装方式怎样修改配置并生效、如何重启或验证配置、如何发现并配置 Codex/Claude/Grok 等 Coding Agent 的 ACP，以及常见运行问题时使用；覆盖 macOS Desktop、Windows Desktop、Linux 服务、Docker 和直接运行二进制，不用于源码开发与贡献流程。

• Skill Authoring

  by @uvwt

  创建、设计、修改、重构和验证 AgentDock Skill 时使用；负责 Agent Skills 兼容的 SKILL.md、可移植核心、引用、辅助脚本、测试、安全边界和本地真实验证。

• Plugin Import

  by @uvwt

  当用户要安装或更新来自 Git、GitHub、外部插件市场或其他远程来源的 Plugin 时使用；负责把远程来源固定并取得到本地，再交给 plugin_manage 自动识别 Portable/OpenAI/Claude 格式、审核和安装。

• Install And Verify

  by @reticlehq

  Verify that a web app change actually works by driving the running app from the inside (DOM, network, routing, console, framework state) instead of screenshots or guessing. Use after any user-facing change, when a fix is claimed…

• Reticle

  by @reticlehq

  Install, instrument and verify this running web app from the inside (DOM, network, routing, console and framework state) instead of screenshots or guessing. Drives one real flow end to end and returns a verdict with the…

• Verify Cli Run

  by @reticlehq

  Prove that a command-line tool actually did what it said, instead of trusting its exit code and its output. Snapshots the filesystem before and after, names the expected consequence in advance, and returns one of four verdicts…

• Verify Ui Change

  by @reticlehq

  Check that a change to a web app actually works in the running app before calling it done. Drives the real page and returns a pass/fail verdict with the request that fired, the state that moved, and the file:line to fix. Use…

• Agentic Tdd

  by @reticlehq

  Test-driven development for behaviour a unit test cannot reach, by writing the expectation against the running app before writing the code. Declare the consequence first, watch it fail, implement, watch it pass. Use when…

• Audit My App

  by @reticlehq

  Sweep a whole running web app for what is broken, without writing a script or knowing the codebase. Clicks every reachable control and reports dead buttons, console errors, failed requests, and places where the API and the…

• False Green Tests

  by @reticlehq

  Find out why the tests pass but the app is broken. Catches false greens: a green suite over a feature that does not work, a mocked API standing in for a real one, an assertion that holds no matter what the app does, a click…

• Debug Broken Ui

  by @reticlehq

  Find out why something in a running web app does not work, when the console is empty and the code looks correct. Reads the click, the request, the store and the console together and returns the file:line to open. Use when a…

• Test Error States

  by @reticlehq

  Force the states a happy-path run never reaches (a failing API, an empty list, a slow request, a timeout, an expired session, a toast that auto-dismisses) and check the UI actually handles them. Use when error handling was…

• Replay User Flows

  by @reticlehq

  Turn a user journey you just clicked through into a saved regression check that re-runs deterministically, with no model in the loop and no test code to write. Use when you have driven the same flow twice, when the user wants…

• Drive Desktop App

  by @reticlehq

  Drive and verify an Electron or Tauri desktop app from the inside, including the main-process and Rust IPC calls a browser tool cannot see. Use when a desktop app needs testing, when a feature works in the browser but not in the…

• Verify Unattended

  by @reticlehq

  Install, instrument and verify a web app end to end without pausing for a human. Use in an autonomous or goal-mode agent, in CI, or in any client that asks for approval on every command: it never says "restart your client" or…

• Verify Login Logout

  by @reticlehq

  Prove sign-in lands the user where they should be, sign-out really ends the session so a protected page sends them back to sign in, and an expired session asks to sign in again instead of breaking. Use when auth, a login form, a…

• Verify Keyboard Access

  by @reticlehq

  Verify that every interactive control on a page can take keyboard focus and that its primary action fires from the keyboard rather than only the mouse, and say plainly that Tab order cannot be verified today. Use when a…

• Verify Optimistic Update

  by @reticlehq

  Prove a UI that updates before the server answers puts things back and says so when the request fails, and keeps the change when it succeeds. Use when a like, toggle, rename, reorder, delete or add-to-cart updates instantly,…

• Verify Form Validation

  by @reticlehq

  Check that a form actually rejects bad input: the error message renders, the submit button stays disabled, and no request goes out. Use when validation logic was written but never driven, when a "required" or pattern check looks…

• Ec2

  by @itsmostafa

  AWS EC2 virtual machine management — instances, security groups, key pairs, AMIs, EBS volumes, Auto Scaling Groups, Spot Instances, Session Manager, placement groups, and instance lifecycle automation. Trigger on ANY of these,…

• Iam

  by @itsmostafa

  AWS Identity and Access Management for users, roles, policies, and permissions. Use when creating IAM policies, configuring cross-account access, setting up service roles, troubleshooting permission errors, or managing access…

• Lambda

  by @itsmostafa

  AWS Lambda serverless functions for event-driven compute. Use when creating functions, configuring triggers, debugging invocations, optimizing cold starts, setting up event source mappings, or managing layers.

• Dynamodb

  by @itsmostafa

  AWS DynamoDB NoSQL database for scalable data storage. Use when designing table schemas, writing queries, configuring indexes, managing capacity, implementing single-table design, or troubleshooting performance issues.

• Cognito

  by @itsmostafa

  AWS Cognito user authentication and authorization service. Use when setting up user pools, configuring identity pools, implementing OAuth flows, managing user attributes, or integrating with social identity providers.

• Eventbridge

  by @itsmostafa

  AWS EventBridge serverless event bus for event-driven architectures. Use when creating rules, configuring event patterns, setting up scheduled events, integrating with SaaS, or building cross-account event routing.

• Step Functions

  by @itsmostafa

  AWS Step Functions workflow orchestration with state machines. Use when designing workflows, implementing error handling, configuring parallel execution, integrating with AWS services, or debugging executions.

• Sqs

  by @itsmostafa

  AWS SQS message queue service for decoupled architectures. Use when creating queues, configuring dead-letter queues, managing visibility timeouts, implementing FIFO ordering, or integrating with Lambda.

• Eks

  by @itsmostafa

  AWS EKS Kubernetes management for clusters, node groups, and workloads. Use when creating clusters, configuring IRSA, managing node groups, deploying applications, or integrating with AWS services.

• Sync Pstack

  by @udecode

  Set up the pstack plugin in a project through an interview, and keep every pstack project on one pinned tag and one shared AGENTS.md overrides block. Use to set up or install pstack in a repo, sync, bump or update pstack…

• Swiftui Patterns

  by @dpearson2699

  Builds and reviews SwiftUI views with modern MV architecture, state, composition, isolated previews, and migration guidance. Covers @Observable ownership, @State/@Bindable/@Environment wiring, view decomposition, ViewModifiers,…