Software Development AI Skills
25,675 open-source Software Development AI skills that teach any AI model a new workflow.
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Pi Agent Rust
Speeds up pi_agent_rust development and verification workflows. Use when editing providers, tools, sessions, extensions, installer/uninstaller logic, or triaging regressions in this repo.
Connect Recommend
Use this skill when the user asks about Stripe Connect configuration, charge patterns, Dashboard access, or how to get started with Connect, is building a marketplace, platform, multi-vendor store,…
Talk Normal
Stop LLM slop. A curated system prompt that cuts verbose, corporate-sounding LLM output by 56-73% (measured) while preserving information. Works bilingually (English + Chinese). Installs into your…
Open Websearch Maintainer
Maintain and extend the open-websearch MCP server. Trigger when changing search engines, proxy or TLS behavior, tool registration, live parsing behavior, or compatibility and regression behavior…
Config
How to author a kubb.config.ts and pick the right @kubb/plugin-* packages when generating TypeScript from an OpenAPI/Swagger spec. Use whenever setting up Kubb, adding a generator, or debugging…
Ctf Pwn
CTF 二进制漏洞利用(Pwn)技术。当挑战提供 ELF/PE 可执行文件并开放 nc 端口、存在栈溢出/堆溢出/格式化字符串/UAF 漏洞时使用。覆盖 ROP 链构造、堆利用(tcache/House of Orange/Spirit)、内核利用、seccomp 沙箱逃逸、pwntools 自动化利用脚本编写
Shipping Build Artifacts
Make the build step a real gate on what you actually distribute — build scripts that warn and exit 0 on a missing input, size checks with only an upper bound, hand-maintained file lists that drift…
Agent Device
Automates interactions for iOS simulators/devices and Android emulators/devices. Use when navigating apps, taking snapshots/screenshots, tapping, typing, scrolling, or extracting UI info on mobile…
Mex Inbox
Draft and review contributions to existing MEX project knowledge. Use when the user asks to capture a discussion or decision in project knowledge, propose an addition or correction for team review, or…
Test Skill
Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation by running baseline…
Open Prose
Activate when the user types `prose ...`, opens a `.prose.md` file with `kind:` frontmatter, opens a `.prose` file, or asks for reusable multi-agent orchestration. Treat `prose run ...` as an…
Migrate Nativewind To Uniwind
Migrate a React Native project from NativeWind to Uniwind. Use when the user wants to replace NativeWind with Uniwind, upgrade from NativeWind, switch to Uniwind, or mentions NativeWind-to-Uniwind…
Zhengxi Views
郑希观点库——基于易方达基金经理郑希 2012–2026 年全部公开观点原文语料,外加从语料蒸馏、有本人原话佐证的郑希投资方法的可溯源 research skill。能做: (1) 溯源问答——他怎么看 AI算力/光通信/新能源/半导体/ROE 等,引用其原话作答; (2) 讲解他的投资方法/框架/选股逻辑;(3) 前瞻应用——用他的方法分析当下任意主题/行业/个股,语料没谈过也能据框架推演;…
Manage Skills Hub
Use this skill whenever an Agent needs to query, find, install, deploy, update, tag, adopt, diagnose, or safely remove Skills Hub content, including natural-language requests to manage Skills for…
Trellis Before Dev
Discovers and injects project-specific coding guidelines from .trellis/spec/ before implementation begins. Reads spec indexes, pre-development checklists, and shared thinking guides for the target…
Ai Listening
Collect what is new in AI in the last 24 hours across X, Hugging Face, GitHub and sitemaps, deduplicated, as one report of names that are starting to surge. Use when the user asks what is new or…
Gh
GitHub CLI skill for interacting with GitHub via the gh command line tool. Use when Bub needs to (1) Create, view, or manage GitHub repositories, (2) Work with issues and pull requests, (3) Create and…
Architecture Patterns
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing…
Sublinkpro
Manage SublinkPro proxy subscriptions via its REST API — add/query nodes, build and share subscriptions, manage airports, templates (incl. AI template editing), tags, and view dashboard stats. Use…
Meta Ad Builder
Publish finished creatives as live Meta (Facebook/Instagram) ads via the Meta Marketing API, plus research and ad-copy support. Uploads an image or video, builds a multi-variant TEXT_LIQUIDITY…
Adjudicate Review
Turn an incoming set of findings — from an AI reviewer, a referee report, a code review, a linter, or a second model — into verified fixes, without letting a confident misread damage correct work.…
Sync Upstream
Sync this Go port with a new upstream google/libphonenumber release — regenerate the embedded metadata and reconcile the ported Java logic. Takes an optional argument — `data` (metadata regen only),…
Fastcrud
Use when building or modifying CRUD endpoints with FastCRUD (the `fastcrud` PyPI package) in a FastAPI project — covers `FastCRUD`, `crud_router`, `EndpointCreator`, `FilterConfig`, `JoinConfig`,…
Adding Eval Scorecard
Adopt the per-agent eval scorecard for a GAIA hub agent: write the harness→payload adapter, run the eval to produce a REAL scorecard, link + surface it from the agent's README, wire the release gate,…
Filesystem
Direct filesystem operations (read, write, edit, list, search files). Use for any file manipulation tasks.
Fast Typescript Check
Keep www-sacred's TypeScript fast to type-check and fast to run. Use when touching the ASCII/canvas animation components (the only real per-frame code here), tightening type-check wall-clock, or…
Brooks Harness
Maintenance orchestrator for the brooks-lint plugin itself. Runs a sequential subagent pipeline — author → eval → QA → trigger-audit → release — to add or edit a skill, refresh the eval suite, keep…
Create Worktree Skill
Use when the user explicitly asks for a SKILL to create a worktree. If the user does not mention "skill" or explicitly request skill invocation, do NOT trigger this. Only use when user says things…
Glue 09 10 Migration
Upgrade an AWS Glue ETL job from Glue version 0.9 or 1.0 to Glue 4.0. Runs the job against Glue 4.0, diagnoses failures against a known breaking-change catalogue, patches the job script and…
Rust Best Practices
Write idiomatic, robust, maintainable Rust. Use this skill whenever you write, review, refactor, debug, or explain Rust code: new crates, modules, functions, structs, traits, error types, async code,…
Livecodes
Open-source, client-side code playground supporting 90+ languages/frameworks. Runs entirely in the browser with SDK for embedding. Entry point for all LiveCodes skills.
Membrane Framework
Work with the Membrane multimedia streaming framework in Elixir. Use this skill whenever the user is building or debugging Membrane pipelines, writing custom Elements, Bins, or Filters, connecting…
Meta Ad Builder
Publish finished creatives as live Meta (Facebook/Instagram) ads via the Meta Marketing API, plus research and ad-copy support. Uploads an image or video, builds a multi-variant TEXT_LIQUIDITY…
Create Jinx
Write a new .jinx file from inputs (name, description, inputs spec as JSON list of strings, python body). Agents use this mid-task to crystallize a repeated block of code into a reusable jinx. The…
Dormice
Operate Dormice self-hosted agent sandboxes — acquire a sandbox, run commands, move files, tune lifecycle policy — through the official E2B SDKs, the native HTTP API and SDK, or the dor CLI. Use when…
Traceway Setup
Analyze and instrument repositories for Traceway observability. Use when the user wants to plan, add, migrate, or verify Traceway or OpenTelemetry monitoring for backend, browser, full-stack, mobile…
Build Review Interface
Build a custom browser-based annotation interface tailored to your data for reviewing LLM traces and collecting structured feedback. Use when you need to build an annotation tool, review traces, or…
Code Contracts
Define, use, and enforce @cc code-contracts across a codebase.
Astra Orchestrator
Orchestrate complex Codex coding work for the Plus profile with GPT-5.6 Luna at max reasoning as planner/integrator, Luna subagents for exploration, implementation, testing, and research, and an Astra…
Creator Buddy
创作者全域内容搜索总控 Skill。用户发送平台名+关键词、平台链接,或要求分析博主、文章风格、热度、点赞、收藏、评论、爆款原因、选题方向时触发;根据平台和任务自动路由到小红书热门笔记、全域内容搜索、公众号爆款搜索、公众号赛道分析等分支 Skill。
Clawteam Dev
Use this skill when working inside the ClawTeam repository itself: local development, debugging, reviewing, testing, validating multi-agent flows, or checking whether a code change actually works…
Discover
Initialize evo for the current repository by exploring the codebase, proposing unexplored optimization dimensions, constructing the benchmark inside a baseline worktree, and running the first…
Webperf Core Web Vitals
Intelligent Core Web Vitals analysis with automated workflows and decision trees. Measures LCP, CLS, INP with guided debugging that automatically determines follow-up analysis based on results.…
Git Pr Flow
Standard branch, commit, and pull-request workflow for this repo. Use when the user says "提交并创建 PR" or otherwise asks to commit changes and open a PR, instead of only pushing a branch.
Codex
Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing
Agent Creator
Create and configure AiderDesk agent profiles by defining tool groups, approval rules, system prompts, subagent settings, subagent filtering, and provider/model selection. Use when setting up a new…
Fantasy Net
This guide applies to development and code review for Fantasy / Fantasy.Net / Fantasy.Unity written in C#. Use it when a task involves Fantasy server code or Unity client code using Fantasy, ECS…
Subwave App Ios Release
Cut a NEW iOS build of the SUB/WAVE app (the Expo project in `app/`) and ship it via EAS — to TestFlight, and on to the live App Store. The app is LIVE in production on the App Store, so a release is…
Add Mcp Integration
Add a vendor's remote MCP server to the bundled integrations catalog (plugins/mcp-catalog/<name>/ + plugins/marketplace.json) so users can connect it from the Integrations page. Covers vetting the…
Boss Zhipin Scraper
Scrape BOSS直聘 (job listing site) via Chrome CDP. Searches jobs by keyword/city/filters, fetches JD details, outputs structured JSON/CSV with plaintext salary, and can summarize scraped results into a…
Browserwing
Browser automation platform with 78 built-in scripts and full CLI. Turn any website into structured data with one command. Use when the user needs to scrape websites, extract data, automate browsers,…

