Software Development AI agent skills

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

• Fix Ci

  by @cursor

  Find failing PR checks, inspect logs or external check links, and apply focused fixes

• What Did I Get Done

  by @cursor

  Summarize authored commits over a user-specified time period into a concise update

• Get Pr Comments

  by @cursor

  Fetch and summarize review comments from the active pull request

• New Branch And Pr

  by @cursor

  Create a fresh branch, complete work, and open a pull request

• Run Smoke Tests

  by @cursor

  Run Playwright smoke tests, debug failures, and verify fixes

• Check Compiler Errors

  by @cursor

  Run compile and type-check commands and report failures

• Deslop

  by @cursor

  Remove AI-generated code slop and clean up code style

• Deepsec

  by @vercel-labs

  Run deepsec, an AI-powered cyber-security vulnerability scanner. Activates when the user invokes /deepsec, asks to run deepsec, or wants to scan their repo, branch, or uncommitted changes for vulnerabilities.

• Yao Workspace Config

  by @YaoApp

  Workspace Git identity and credential management. ALWAYS invoke this skill when the user asks about configuring Git user info, adding HTTPS tokens, importing SSH keys, or managing workspace-level Git authentication.

• Degit

  by @Rich-Harris

  Download a repository snapshot or template with degit

• X Article Publisher

  by @anbeime

  自媒体创作者与内容创作者在需要将 Markdown 长文发布到 X (Twitter) Articles 编辑器时使用。技能自动将 Markdown 转换为富文本并完美保留排版，支持持久化免密登录与封面上传，一键完成发布，大幅提升长文分发效率。

• Wechat Hotspot Publisher

  by @anbeime

  自媒体创作者和运营专员在需要全网追热点分发时，使用此技能可自动采集热点并10分制筛选优质选题，AI一键生成适配公众号、小红书、B站的爆款图文与HTML排版，直接发布至各平台草稿箱，轻松完成多平台高质量内容分发。

• Video Creation Pro

  by @anbeime

  电商运营与自媒体创作者在为美妆、家居、智能硬件等商品制作短视频时，请使用此技能。10大AI智能体协同，从卖点提炼、分镜生图到音效字幕，一键调用COZE API自动合成高质量商品视频，彻底告别本地代码依赖，轻松实现从创作、质检到数据迭代的全流程闭环。

• Wechatsync Publisher

  by @anbeime

  自媒体创作者在进行全网内容分发时，使用此技能可智能筛选优质选题、AI生成多版本文章，并一键自动适配格式发布至微信公众号、知乎、掘金等6大平台，轻松实现从创作到推送的全流程自动化，大幅提升多平台运营效率！

• Tts Voice Synthesis

  by @anbeime

  影片与视频编辑、内容创作者在制作视频配音或有声书时，当需要克隆音色、生成情感化配音或流式实时语音合成请用此技能。支持1.7B高质量与0.6B快速双模型，一键实现多语言方言配音，让语音创作更高效更自然。

• Video Frame Extractor

  by @anbeime

  影片与视频编辑、自媒体创作者在需要拆解优秀视频、提取分镜参考或反推提示词时，使用本技能可自动抽取视频关键帧，调用视觉大模型批量分析画面，一键生成结构化描述与创作提示词，轻松搞定视频内容提取与场景分析。

• Web To App

  by @anbeime

  网页开发工程师当需要将任意网页URL封装为独立桌面客户端时，使用此技能可一键生成体积仅约5MB的跨平台（Win/Mac/Linux）原生应用安装包。支持自定义图标与高级配置，助你快速交付轻量级桌面端产品。

• Qwen3 Asr Assistant

  by @anbeime

  综合办公文员与内容创作者在需要整理会议纪要或创作社媒文案时，使用本技能将录音一键转写并智能改写为邮件、笔记或社媒文案，支持多段录音无缝拼接，秒出高质量结构化文本，让语音记录与内容产出效率翻倍！

• Tailored Resume Generator

  by @anbeime

  软件开发工程师、产品经理等求职者，在针对特定职位描述投递或跨行转岗时，可一键深度分析岗位需求，自动提取ATS关键词并重组个人经验，快速生成高命中率的定制简历，大幅提升面试邀约率。

• Android Reverse Engineering

  by @SimoneAvogadro

  Decompile Android APK, XAPK, JAR, and AAR files using jadx or Fernflower/Vineflower. Reverse engineer Android apps, extract HTTP API endpoints (Retrofit, OkHttp, Volley), and trace call flows from UI to network layer. Use when…

• Agent Squad Python

  by @2FastLabs

  Use when building or modifying a Python app that uses the agent-squad Python package — async multi-agent orchestration for Python 3.11+: orchestrator, agents (BedrockLLMAgent, AnthropicAgent, OpenAIAgent, SupervisorAgent,…

• Agent Squad Typescript

  by @2FastLabs

  Use when building or modifying a Node.js / TypeScript app that uses the agent-squad npm package — multi-agent orchestration: orchestrator, agents (all built-in types + GroundedAgent), classifier routing (Bedrock / Anthropic /…

• Android Permissions Security

  by @android

  Audits, detects gaps, and remediates Android permissions and IPC component security vulnerabilities. Use when reviewing AndroidManifest.xml, defining custom permissions, securing Services, Receivers, and Providers, verifying…

• Pdf Debug Unbuffered

  by @HKUDS

  Debug Python PDF generation errors by using unbuffered output and stderr inspection to reveal actual tracebacks

• Pdf Extraction Fallbacks

  by @HKUDS

  Multi-fallback PDF/text extraction with early failure detection and sequential tool fallbacks

• Multi Deliverable Tracking 2eb609

  by @HKUDS

  Systematic tracking and completion of all required deliverables before task termination

• Pdf Extraction Fallbacks 7d54a9

  by @HKUDS

  Multi-fallback PDF extraction with sequential approaches and early failure detection

• Pdf Gen Fallback Dee20c

  by @HKUDS

  Fallback workflow for document generation when code sandbox returns opaque errors

• Pdf Download Extract Fallback

  by @HKUDS

  Multi-step PDF download and text extraction with progressive fallback strategies

• Pdf Extraction Fallback 80956b

  by @HKUDS

  Multi-fallback PDF download and text extraction with early failure detection

• Naver Blog Research

  by @NomaDamas

  Search Naver blogs, read full post content, and download images using only python3 stdlib — no API key required.

• Heredoc File Write

  by @HKUDS

  Use shell heredoc syntax as a workaround when write_file fails on complex TypeScript/JSX/code files with encoding or escaping issues

• Debug Sandbox Execution

  by @HKUDS

  Debug Python code execution failures by capturing partial traces, isolating failing functions, and incrementally verifying outputs

• Adaptive Stem Alignment

  by @HKUDS

  Incremental audio production with duration mismatch handling, adaptive stem extension, and pre-mix alignment verification

• Excel Heredoc Workaround

  by @HKUDS

  Create Excel files with openpyxl by falling back to run_shell with inline Python heredoc when execute_code_sandbox fails

• Aligned Stem Workflow

  by @HKUDS

  Incremental audio production with duration alignment handling, per-stem verification, and adaptive extension strategies

• Fallback Script Execution

  by @HKUDS

  Two-step script execution workflow for debugging when shell_agent and execute_code_sandbox consistently fail

• Excel Heredoc Fallback

  by @HKUDS

  Create Excel files with openpyxl by falling back to shell-based Python heredoc when sandbox execution fails

• Incremental Audio Workflow

  by @HKUDS

  Step-by-step audio production with per-stem verification, timing alignment, and incremental quality gates

• Incremental Excel Build

  by @HKUDS

  Build complex Excel files through staged, verifiable steps with intermediate CSV outputs for debugging

• Medical Soap Note Creation

  by @HKUDS

  Transform unstructured clinical encounters into comprehensive SOAP notes with ICD codes and care plans

• Http Response Handling

  by @HKUDS

  Handle websites requiring JavaScript by using curl with browser headers and validating file types.

• Fallback File Ops

  by @HKUDS

  Use run_shell as fallback when execute_code_sandbox or shell_agent fail on filesystem operations

• Cascade Fail Recovery

  by @HKUDS

  Handle cascading data retrieval tool failures by falling back to embedded knowledge generation

• Detect Zero Iteration Failures

  by @HKUDS

  Identify and handle pre-execution agent failures occurring before any iterations or tool usage

• Excel Debug Extraction

  by @HKUDS

  Iteratively debug Excel structure with exploratory scripts before writing extraction logic

• Fallback Code Execution

  by @HKUDS

  Fallback workflow for running code via file write and shell when sandbox execution fails

• Code Execution Fallback E81068

  by @HKUDS

  Fallback workflow for executing Python code when execute_code_sandbox fails repeatedly

• Audio Track Production

  by @HKUDS

  End-to-end audio production workflow with stems, effects, archiving, and verification

• Fallback Python Execution

  by @HKUDS

  Reliable Python execution workflow when execute_code_sandbox or shell_agent fail

• Execute Code Fallback

  by @HKUDS

  Fallback from execute_code_sandbox to run_shell when e2b sandbox is unavailable

• Code Exec Fallback

  by @HKUDS

  Fallback pattern for executing Python code when execute_code_sandbox fails

• Github Pr Description

  by @tailcallhq

  Generate and create pull request descriptions automatically using GitHub CLI. Use when the user asks to create a PR, generate a PR description, make a pull request, or submit changes for review. Analyzes git diff and commit…

• Execute Plan

  by @tailcallhq

  Execute structured task plans with status tracking. Use when the user provides a plan file path in the format `plans/{current-date}-{task-name}-{version}.md` or explicitly asks you to execute a plan file.

• Claude Desktop Zh Localize

  by @javaht

  为 claude-desktop-zh-cn 项目补全 Claude Desktop 未汉化界面。当用户发来 Claude Desktop 界面截图并指出未翻译的英文（如"这些没汉化"、"帮我汉化一下"），或要求为新版 UI 增加简体/繁体中文翻译时立即使用。覆盖 i18n 键值词表、硬编码词表与 DOM 动态正则三层，并自动验证映射命中率。

• Star Office Ui

  by @ringhyacinth

  Star Office UI 一键化 Skill：帮主人快速部署像素办公室看板，支持多 Agent 加入、状态可视化、移动端查看与公网访问。

• Wear Compose M3

  by @android

  Expert guidance for working with Wear OS Compose Material3. Use this skill when creating, updating, or migrating Wear OS projects. This includes the androidx.wear.compose.material3, androidx.wear.compose.foundation, and…

• Engage Sdk Integration

  by @android

  Helps developers integrate, debug, and resolve Play Engage SDK implementation issues. Use when adding Engage SDK support, generating publishing code, mapping data classes to entities, or fixing SDK-related errors.

• Android Profiler

  by @android

  Manages Android performance profiling and debugging. Triggers when the user asks to record or analyze Android performance data, such as system traces, heap dumps, method recordings, callstack samples, memory allocations, or…

• Play Policy Insights

  by @android

  Automated auditor designed to verify Android applications against Google Play Policy domains. It cross-references static code analysis with Play Store declarations to generate deterministic compliance reports, identifying…

• Adaptive

  by @android

  Instructions to make or update an app's UI so that it adapts to different Android devices including phones, tablets, foldables, laptops, desktop, TV, Auto and XR. It includes how to handle different window sizes, pointing…

• R8 Analyzer

  by @android

  Analyzes Android build files and R8 keep rules to identify redundancies, broad package-wide rules, and rules that subsume library consumer keep rules. Use when developers want to optimize their app's size, remove redundant or…

• Migrate Xml Views To Jetpack Compose

  by @android

  Provides a structured workflow for migrating an Android XML View to Jetpack Compose. This skill details the step-by-step process, from planning and dependency setup, to theming and layout migration, validation and XML cleanup.…

• Verified Email

  by @android

  Provides a complete workflow for implementing verified email retrieval on Android Credential Manager API. Use this skill to integrate a secure, OTP-less email verification flow into an Android app. This skill solves the problem…

• Appfunctions

  by @android

  Analyzes Android apps to identify key user workflows for AppFunctions such as creating a note, playing media, or sending an automated or AI agent triggered message, voice commands, or system shortcuts, without needing to open…

• Ml Kit Genai Prompt Api

  by @android

  Analyzes Android codebases to implement ML Kit GenAI Prompt API. Use this skill to send natural language requests on-device to Gemini Nano, use structured output with Prompt API, implement prefix caching, optimize the current…

• Styles

  by @android

  Use this skill to integrate the Jetpack Compose Styles API into an Android project. This skill guides you through upgrading dependencies, setting up component themes, making custom components styleable, and migrating existing…

• Navigation Event

  by @android

  Intercept back gestures and run Predictive Back animations using the NavigationEvent (androidx.navigationevent) library in Compose Android. Handles Activity setup, parent-child dispatcher scoping in `ViewPagers` or tabs, Compose…

• Agp 9 Upgrade

  by @android

  Upgrades, or migrates, an Android project to use Android Gradle Plugin (AGP) version 9. Do not use this skill for migrating Kotlin Multiplatform (KMP) projects.

• Media3 Cast Integration

  by @android

  Implements Google Cast support in Android apps using Jetpack Media3. Handles adding build dependencies, updating manifest, configuring OptionsProvider, and managing CastPlayer or RemoteCastPlayer for playback in both Compose and…

• Testing Setup

  by @android

  Analyze and create a testing strategy for native Android apps - install testing libraries, set up test infrastructure, create harnesses for unit tests, UI tests, screenshot tests, and end-to-end tests.

• Play Billing Library Version Upgrade

  by @android

  Use this skill when upgrading or migrating an Android project from any legacy Google Play Billing Library (PBL) version to the latest stable version of PBL.

• Android Cli

  by @android

  Provides instructions for installing and using the `android` CLI. The `android` command-line tool is a critical tool for Android development and helps you create new Android projects, run Android apps on devices, manage and…

• Offensive Netexec

  by @SnailSploit

  Use this skill whenever the user asks about NetExec (nxc) — a network exploitation and post-exploitation tool for Active Directory environments. Triggers include: any mention of 'nxc', 'netexec', 'crackmapexec' successor…

• Offensive Lorawan Sub Ghz

  by @SnailSploit

  LoRaWAN and sub-GHz (433 / 868 / 915 MHz) attack methodology — LoRaWAN ABP/OTAA join attack, network/session key reuse, frame counter replay, downlink injection on TTN/Helium-style networks, sub-GHz protocol replay (KeeLoq…

• Offensive Wpa Enterprise

  by @SnailSploit

  WPA/WPA2/WPA3-Enterprise (802.1X / EAP) attack methodology — EAP method identification (PEAP-MSCHAPv2, EAP-TTLS, EAP-TLS, EAP-GTC, EAP-PWD, EAP-FAST), evil-twin RADIUS attacks with eaphammer for credential capture, MSCHAPv2…

• Offensive Evil Twin

  by @SnailSploit

  Evil Twin / KARMA / Mana access point methodology — rogue AP construction with hostapd-mana / wifiphisher / airgeddon, KARMA universal probe response, Mana selective probe response, captive portal phishing, deauth-driven client…

• Offensive Bluetooth Ble

  by @SnailSploit

  Bluetooth Low Energy (BLE) attack methodology — GATT enumeration, characteristic read/write without auth, pairing downgrade (Just Works forced), LE Secure Connections bypass, MITM via active relay, sniffing with Sniffle (TI…

• Offensive Zigbee Thread Matter

  by @SnailSploit

  Zigbee, Thread, and Matter mesh-protocol attack methodology — IEEE 802.15.4 sniffing with TI CC2531 / CC2540 / Sonoff Zigbee Dongle E, KillerBee toolkit, Touchlink commissioning abuse with the well-known transport key,…

• Offensive Bluetooth Classic

  by @SnailSploit

  Bluetooth Classic (BR/EDR) attack methodology — device discovery, service enumeration via SDP, LMP/L2CAP layer attacks, legacy PIN cracking (BlueBorne / KNOB), Bluetooth file-transfer abuse (BlueSnarfing legacy), unauthenticated…

• Offensive Wpa3 Sae

  by @SnailSploit

  WPA3 / SAE (Simultaneous Authentication of Equals) attack methodology — transition-mode (mixed WPA2/WPA3) downgrade, Dragonblood side-channel attacks (CVE-2019-9494, 9495, 13377, 13456), SAE auth flooding for AP CPU exhaustion,…

• Offensive Z Wave

  by @SnailSploit

  Z-Wave attack methodology — sniffing with Z-Force / EZ-Wave / RTL-SDR + ZniffMobile, S0 (legacy) network-key derivation flaw and key reuse, S2 (modern) ECDH commissioning analysis, replay/injection on unauthenticated nodes,…

• Offensive Wps

  by @SnailSploit

  WPS (Wi-Fi Protected Setup) PIN attack methodology — Pixie Dust offline attack against vulnerable chipsets (Ralink, Realtek, Broadcom, MediaTek), online PIN brute-force with reaver/bully, lockout handling, time-of-day evasion,…

• Offensive Ssti

  by @SnailSploit

  Dense description covering Server-Side Template Injection across Jinja2, Twig, Freemarker, Velocity, Pebble, Smarty, Mako, Handlebars, ERB, Thymeleaf, EJS, Pug. Engine fingerprinting, filter bypass, blind exploitation, WAF…

• Edge To Edge

  by @android

  Use this skill to migrate your Jetpack Compose app to add adaptive edge-to-edge support and troubleshoot common issues. Use this skill to fix UI components (like buttons or lists) that are obscured by or overlapping with the…

• Android Intent Security

  by @android

  Best practices for Android Intent security. Use this skill when auditing component configurations in AndroidManifest.xml activities, services, receivers) or source code handling incoming Intents (getIntent, getParcelableExtra)…

• Ljg Push

  by @lijigang

  把 ~/.agents/skills/ljg-* 里所有更新过的 skills 同步到 github repo (ljg-skills)，先推 master 分支（org-mode 输出风格），再切 md 分支（markdown 输出风格）做基础 markdown 化后推。Use when user says '/ljg-push', 'push skills', '推送 skills', '同步 skills', 'sync ljg', or…

• Seedance 20

  by @Emily2040

  This skill should be used when creating, improving, or troubleshooting Seedance 2.0 video on any surface - Dreamina, Jimeng, CapCut, Doubao, Volcengine/Ark, BytePlus, Runway's Seedance route, fal, or third-party provider/router…

• Seedance Prompt

  by @Emily2040

  This skill should be used when the user asks to write, improve, translate, compress, or debug a Seedance 2.0 video prompt; mentions T2V, I2V, V2V, R2V, camera direction, prompt quality, or provides reference assets for a…

• Seedance Characters

  by @Emily2040

  This skill should be used when the user asks for character consistency, character tags, identity lock, multi-character blocking, wardrobe continuity, hand safety, expression control, or likeness-sensitive character guidance.

• Seedance Continuation

  by @Emily2040

  This skill should be used when a Seedance 2.0 user asks to continue, extend, make the next part, repair the tail, bridge between known frames, re-anchor drift, or create a successor prompt from accepted footage.

• Zeroize Audit

  by @trailofbits

  Detects missing zeroization of sensitive data in source code and identifies zeroization removed by compiler optimizations, with assembly-level analysis, and control-flow verification. Use for auditing C/C++/Rust code handling…

• Yara Rule Authoring

  by @trailofbits

  Guides authoring of high-quality YARA-X detection rules for malware identification. Use when writing, reviewing, or optimizing YARA rules. Covers naming conventions, string selection, performance optimization, migration from…

• Variant Analysis

  by @trailofbits

  Hunts for the other instances of a bug already found — the variants of one root cause across a codebase. Use immediately after a vulnerability, logic bug, or bad pattern turns up in a specific file and the question becomes where…

• Writing Lean Proofs

  by @trailofbits

  Writes and reviews structured Lean 4 proofs and designs Lean libraries following Mathlib conventions. Use when proving theorems in Lean, formalizing mathematics or specifications in Lean 4, defining new types or definitions in a…

• Vector Forge

  by @trailofbits

  Mutation-driven test vector generation. Finds implementations of a cryptographic algorithm or protocol, runs mutation testing to identify escaped mutants, then generates new test vectors that deliberately exercise the uncovered…

• Slicing Code Context

  by @trailofbits

  Selects bounded, graph-informed source slices with Trailmark and delegates focused code analysis or patch-proposal work to a smaller subagent. Use when offloading function-, class-, caller-, callee-, call-path-, entrypoint-, or…

• Graph Evolution

  by @trailofbits

  Compares Trailmark code graphs at two source code snapshots (git commits, tags, or directories) to surface security-relevant structural changes. Detects new attack paths, complexity shifts, blast radius growth, taint propagation…

• Genotoxic

  by @trailofbits

  Graph-informed mutation testing triage. Parses codebases with Trailmark, runs mutation testing and necessist, then uses survived mutants, unnecessary test statements, and call graph data to identify false positives, missing test…

• Trailmark Variant Neighborhood

  by @trailofbits

  Expands one confirmed or suspected vulnerability into a Trailmark graph neighborhood of variant candidates by finding sibling functions, shared callers and callees, common sensitive sinks, common entrypoint paths, interface…