AitHub: AI Skill Registry — Every agent's
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Python testing strategies using pytest, TDD methodology, fixtures, mocking, parametrization, and coverage requirements.

Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.

Game art principles. Visual style selection, asset pipeline, animation workflow.

Spring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot services.

Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or when the user mentions

Use this skill when retrieving Jira tickets, analyzing requirements, updating ticket status, adding comments, or transitioning issues. Provides Jira API patterns via MCP or direct REST calls.

Lightweight Gmail integration with standalone OAuth authentication. No MCP server required.

Conduct comprehensive security assessments of SMTP (Simple Mail Transfer Protocol) servers to identify vulnerabilities including open relays, user enumeration, weak authentication, and misconfiguratio

Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations.

Geracao de imagens humanizadas via Google AI Studio (Gemini). Fotos realistas estilo influencer ou educacional com iluminacao natural e imperfeicoes sutis.

Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content.

Multiplayer game development principles. Architecture, networking, synchronization.

Spreadsheet creation, format conversion (ODS/XLSX/CSV), formulas, data automation with LibreOffice Calc.

Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration.

大数据 ETL 流程生成器 - 根据源表 DDL 生成标准化 ETL 加工 SQL（HiveSQL/MySQL）

GitHub 集成。管理仓库、Issue、Pull Request 和 GitHub Actions 工作流。通过 MorphixAI 代理安全访问 GitHub API。

Guides creation of Monte Carlo monitors via MCP tools, producing monitors-as-code YAML for CI/CD deployment.

Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing, competi

Database management, forms, reports, and data operations with LibreOffice Base.

Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiabl

极简多Agent群组 - 像微信拉群一样简单

Lightweight CRM with SQLite – manage contacts. Upgrade to Pro for email, messaging, and more.

Performance Profiler

Clone and analyze GitHub project code quality using DeepSeek AI

Live stream as an AI VTuber on Lobster.fun. Control your Live2D avatar with emotions, gestures, GIFs, and YouTube videos while interacting with chat in real-time.

Automatically hunt for high-impact OSS contribution opportunities in trending repositories.

Clean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns.

Web scraping inteligente multi-estrategia. Extrai dados estruturados de paginas web (tabelas, listas, precos). Paginacao, monitoramento e export CSV/JSON.

Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from a

3D game development principles. Rendering, shaders, physics, cameras.

解析 FairyGUI 工程、根据 UI 效果图生成示意图与白模 XML，并输出可直接导入 FairyGUI 编辑器的闭环包结构。适用于工程解析、图转原型、XML 结构讨论、自然语言生成界面原型等场景。

Code quality dashboard. Wraps existing project tools (type checker, linter, test runner, dead code detector, shell linter), computes a weighted composite 0-10 score, and tracks trends over time. Use w

Vector graphics and diagram creation, format conversion (ODG/SVG/PDF) with LibreOffice Draw.

PC and console game development principles. Engine selection, platform features, optimization strategies.

Game design principles. GDD structure, balancing, player psychology, progression.

HIPAA-specific entrypoint for healthcare privacy and security work. Use when a task is explicitly framed around HIPAA, PHI handling, covered entities, BAAs, breach posture, or US healthcare compliance

Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior.

Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB da

Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.

Cross-model benchmark for gstack skills. Runs the same prompt through Claude, GPT (via Codex CLI), and Gemini side-by-side — compares latency, tokens, cost, and optionally quality via LLM judge. Answe

Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on simulators or real quantum computers, and anal

Game audio principles. Sound design, music integration, adaptive audio systems.

Replace with description of the skill and when Claude should use it.

Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5

Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns.

Especialista TI Ubuntu 24.04. Cuida do sistema host - espaço em disco, RAM, lentidão, limpeza periódica. Use when: (1) verificação de saúde do sistema, (2) limpeza de disco/ram, (3) resolver lentidão, (4) checagem periódica automática.

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

Transcribe audio to text using Volcano Engine (Volcengine/ARK) speech-to-text APIs. Use when the user wants to replace Whisper/OpenAI STT with Volcengine, transcribe Telegram/Discord voice notes via Volcengine, or build a reusable STT skill for other OpenClaw agents.

Visualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents, classifies behavioral sequences, and reports complia

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, rota