Software Development AI Skills
25,675 open-source Software Development AI skills that teach any AI model a new workflow.
Search and filter AI skills
AI skills directory results
Contact Sync
Sync a person to Apple Contacts. Searches by name/email, creates if missing, updates if info is incomplete. Designed to be called by the dispatcher after email interactions (drafting replies,…
Add Webmcp
Analyze an existing web application, identify safe user-visible capabilities across routes, forms, server actions, handlers, and schemas, then implement first-party WebMCP tools and validate discovery…
Update Swiftui Apis
Scan Apple's SwiftUI documentation for deprecated APIs and update the SwiftUI Expert Skill with modern replacements. Use when asked to "update latest APIs", "refresh deprecated SwiftUI APIs", "check…
Verify
Drive an engine app headlessly in a pty, record a video of the whole verification, and open a summary page (video + timeline + checks) with pixel open.
Google Antigravity Sdk
Design, implement, and debug autonomous AI agents and multi-agent systems using the Google Antigravity (AGY) SDK. ACTIVATE this skill when the user wants to create, configure, or orchestrate Google…
Apk Reverse
Reverse engineer, debloat, de-ad, patch, or re-sign Android APKs, and analyze their runtime and server-side behaviour. Use for an .apk/.aab/.dex/.so sample, smali or dex patching, Frida hooking,…
Skill Douyin Upload
将视频/图文内容发布到抖音(creator.douyin.com)。基于 Playwright + 持久化登录态,headless 即可运行, 流程与选择器移植自开源实现 douyin-upload-mcp-skill(含高清发布入口、切 tab、上传等转码、AI 封面、 发布成功 toast 校验、二维码登录)。适用场景:发布抖音视频、发布图文、扫码登录、发布前预检。
Debugging Litert Gpu Accuracy
Diagnoses and fixes on-device GPU numerical corruption, garbage generation, zeroed KV caches, and ML Drift delegate lowering bugs for LiteRT and LiteRT-LM models on Android (OpenCL and WebGPU). Use…
Professor Synapse
Use when user needs expert help, wants to summon a specialist, says "help me with", "I need guidance", or has a task requiring domain expertise. Creates and manages a growing collection of expert…
RedBookSkills
将图文/视频内容自动发布到小红书(XHS),并支持登录检查、内容检索与互动操作。 适用场景:发布图文、发布视频、仅启动测试浏览器、获取登录二维码、首页推荐抓取、搜索笔记、评论互动、抓取内容数据。
Simple English
Write or rewrite text in plain, layman-readable English in the spirit of ASD-STE100 Simplified Technical English: short sentences, active voice, simple tenses, one word one meaning, condition before…
Create Yourself
Why distill others when you can distill yourself? Deconstruct your chat history, diaries, and photos into a runnable digital self. | 与其蒸馏别人,不如蒸馏自己。欢迎加入数字永生!
Threejs Animation
Three.js animation - keyframe animation, skeletal animation, morph targets, animation mixing. Use when animating objects, playing GLTF animations, creating procedural motion, or blending animations.
Claude Md Review
Audit a CLAUDE.md file for the patterns that actually degrade Claude Code's output — vagueness, unnamed files, stale facts, and bloat. Use when asked to review, audit, improve, shrink, or fix a…
Golang Benchmark
Golang benchmarking, profiling, and performance measurement. Use when writing, running, or comparing Go benchmarks, profiling hot paths with pprof, interpreting CPU/memory/trace profiles, analyzing…
Agent Collaboration
Standard collaboration patterns for all squad agents — worktree awareness, decisions, cross-agent communication
Grill Test
依次执行原始 grill、to-spec、to-tickets、implement Skill,通过真实会话、审批和实际测试完成代码任务。
Dingtalk Aicard
Create, edit, and validate DingTalk AI Card (A2UI) JSON files offline. Use for cards built from requirements or images, structural protocol errors, and named component or function contract lookup…
Debug Mantra
Four-mantra debugging discipline — reproduce, trace the fail path, falsify the hypothesis, cross-reference every breadcrumb. Recite the mantra block verbatim at the start of any debugging session,…
Ponytail
Forces the laziest solution that actually works, simplest, shortest, most minimal. Channels a senior dev who has seen everything: question whether the task needs to exist at all (YAGNI), reach for the…
Turix Mac
Computer Use Agent (CUA) for macOS automation using TuriX. Use when you need to perform visual tasks on the desktop, such as opening apps, clicking buttons, or navigating UIs that don't have a CLI or…
Freya
Freya Rust GUI framework best practices, patterns, and conventions. Use when writing Freya components, hooks, elements, or working on a Freya project.
Tuicr
Use tuicr's review CLI to read and add comments in active TUI review sessions, and launch tuicr in cmux, tmux, Zellij, or Herdr when a user needs an interactive review pane.
Loop Library
Compatibility alias for Loopy. Use only when an existing installation or older instruction explicitly invokes loop-library; use Loopy for new installations and requests. Provides the same discovery,…
Code Review Security
Security-focused code review checklist and automated scanning patterns. Use when reviewing pull requests for security issues, auditing authentication/authorization code, checking for OWASP Top 10…
Playwright Skill
Complete browser automation with Playwright. Auto-detects dev servers, writes reusable test scripts, and supports screenshots, responsive checks, UX validation, login flows, link checks, and arbitrary…
Design Critique
Facilitate a structured team critique — framing, feedback rules, and actionable outcomes. Use when running a session with people in the room. For a solo expert review, use `heuristic-evaluation`…
Bazi
四柱八字命理分析。通过交互式步骤收集出生信息(姓名、曾用名、阳历/农历生日、时辰、性别、出生地), 排出四柱八字,参照经典命理典籍(穷通宝典、三命通会、滴天髓、渊海子平、子平真诠等)进行专业分析。 Use this skill whenever the user asks for 八字、四柱、命理、算命、Bazi、fortune telling、 birth chart analysis, or…
Agent Browser
Browse the web for any task — research topics, read articles, interact with web apps, fill forms, take screenshots, extract data, and test web pages. Use whenever a browser would be useful, not just…
Codex Autoresearch
Run repeated, measured Git experiments toward a numeric target; keep improvements and revert failures. Use for autonomous optimization or managing an autoresearch run, not one-shot edits.
Argent Android Emulator Setup
Set up and connect to an Android emulator using argent MCP tools. Use when starting a new session on Android, booting an emulator, getting a device serial, or before any UI interaction task.
Browser
Automate browsers with the Vibium CLI. Use to navigate websites, inspect pages, fill forms, extract page data, debug UI behavior, capture screenshots and recordings, or delegate browser goals with…
Twitter Cli
Use twitter-cli for ALL Twitter/X operations — reading tweets, posting, replying, quoting, liking, retweeting, following, searching, user lookups. Invoke whenever user requests any Twitter…
Sesh
Use when starting work in a terminal session — opening a project or directory, connecting to a session by name, cloning a repo to work in, or running a command or coding agent somewhere other than the…
A Philosophy Of Software Design
Apply John Ousterhout-inspired software design rules when reducing complexity, designing module boundaries, or reviewing APIs and abstractions.
Build Teaql App
Build or change a TeaQL application in Java, Rust, Go, Swift, Python, C#/.NET, or TypeScript, including Kotlin/JVM applications that consume Java-generated libraries. Mandatory order: first draft and…
Atlas Adr
Write an Architecture Decision Record — document what was decided, why, what alternatives were considered, and what trade-offs were accepted. Use when asked to "write an ADR", "document this…
Task Observer
Monitors task execution for skill improvement opportunities. Use during ANY multi-step task, agentic workflow, or work session where the agent uses tools and produces deliverables. Captures patterns,…
Ccc
This skill should be used when code search is needed (whether explicitly requested or as part of completing a task), when indexing the codebase after changes, or when the user asks about ccc,…
Open Computer Use
Platform-neutral guidance for using Open Computer Use, the open-source Computer Use MCP server and CLI for macOS, Linux, and Windows. Use when an agent needs to install, verify, troubleshoot,…
Skillshare
Manages and syncs AI CLI skills and agents across 50+ tools from a single source. Use this skill whenever the user mentions "skillshare", runs skillshare commands, manages skills or agents (install,…
Sepia Hemingway
Use when a user asks to write or revise fiction in the Hemingway manner, or asks for strong de-AI on a story; applies Sepia's built-in Hemingway voice profile.
Narrator Ai Cli
AI 电影/短剧解说视频自动生成(AI 解说大师 CLI Skill)。当用户需要创建电影解说视频、短剧解说、影视二创、AI 配音旁白视频、film commentary、video narration、drama dubbing、movie narration 时触发。内置电影素材库、BGM、多语种配音、解说模板。通过 narrator-ai-cli 命令行实现:搜片→选模板→选…
Expo Skill Eval
Evaluate Expo skills in this repo end-to-end - trigger accuracy, generated code quality, and runtime screenshots on iOS simulator and Android emulator via Expo Go (web optional). Use when the user…
Rmux
Guide for using RMUX with Claude Code, including the tmux-compatible CLI, agent automation waits, the typed SDK, browser web-share, and the rmux claude launcher.
Linkedin Marketing
Plan, draft, audit, and publish LinkedIn posts and comments. Use when the user wants to write a viral LinkedIn post, draft a comment or reply on any LinkedIn post URL, audit a draft against 2026…
Shiro Attack Cli
当用户要求利用、检测或测试 Apache Shiro rememberMe 反序列化漏洞 (Shiro-550, CVE-2016-4437) 时使用。触发词包括 "Shiro"、"rememberMe"、"shiro attack"、"CVE-2016-4437"、"Shiro-550"、"爆破 Shiro key"、"利用 Shiro"、"Shiro…
Memory Config
Diagnose and configure MemSearch memory behavior. Use when the user asks about MemSearch configuration, plugin summarization, PROJECT.md/USER.md maintenance, memory directories, index health, provider…
Docx
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce…
Patch Creation
Create and register new patches for tweakcc. Use when adding new customizations to Claude Code.
37signals Way
Build lean, opinionated products using the 37signals philosophy from "Getting Real", "Rework", and "Shape Up". Use when the user mentions "Getting Real", "Rework", "Shape Up", "37signals", "Basecamp…

