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Agent-skills is a collection of structured instructions and behavioral personas designed to standardize how AI coding agents perform engineering tasks. It functions as a workflow orchestrator that maps natural language intent to repeatable technical sequences and verification checklists. The project distinguishes itself through the use of specialized markdown-defined roles, such as security auditors or test engineers, to apply targeted domain expertise. It employs an evidence-based verification model that requires runtime data or passing tests as mandatory exit criteria to ensure AI-generated

Tabler is a comprehensive UI framework designed for building responsive, data-heavy administrative panels and enterprise web applications. It provides a unified collection of pre-styled components and layout patterns that allow developers to construct complex dashboard interfaces using a consistent design system. The project distinguishes itself through a metadata-driven approach to interactivity, where complex component behaviors and state transitions are initialized by parsing configuration attributes directly from HTML elements. This allows for the creation of interactive interfaces withou

Filament is a full-stack framework for building administrative panels and management interfaces within the Laravel ecosystem. It provides a declarative, component-based architecture that allows developers to construct complex, data-driven applications using server-side configuration objects rather than manual HTML. By inspecting database model structures and relationships, the framework automates the generation of CRUD interfaces, forms, and data tables, significantly reducing boilerplate code. The project distinguishes itself through a highly modular and extensible design that supports custo

SmartRefreshLayout is a pull-to-refresh framework and gesture interaction library for Android. It provides a scroll view wrapper that integrates interactive refresh headers and loading footers into mobile user interfaces, coordinating synchronized scrolling and touch events. The project features a pluggable architecture for custom refresh indicators and secondary refresh mechanisms. It utilizes damping-based gesture translation and overscroll rebound mechanisms to manage the tactile feel of drag resistance and physics-based animations. The library covers a broad range of interaction logic, i

Intro.js is a JavaScript onboarding tour library and web interface guide framework. It functions as an interactive product walkthrough tool that uses tooltips and highlights to explain software features to users. The library enables the creation of guided onboarding tours, interactive product tours, and step-by-step walkthroughs. These tools facilitate software feature discovery and provide application interface guidance to help users navigate layouts. The system manages the user experience through sequenced step orchestration, coordinate-based tooltip positioning, and DOM-based element high

Mastra is an orchestration framework designed for building, deploying, and managing autonomous AI agents and multi-agent systems. It provides a comprehensive suite of primitives for creating resilient AI applications, including durable workflow orchestration, event-driven agent loops, and semantic memory management. By integrating these core components, the platform enables developers to build complex, multi-step processes that can reason about goals and execute tasks without manual intervention. The framework distinguishes itself through its focus on observability and secure, isolated execut

817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains · Apache 2.0

LiveKit is a comprehensive framework for building and orchestrating real-time, multimodal AI agents that interact with users through voice, video, and text. It provides a centralized, event-driven architecture to manage the entire lifecycle of automated participants, from initialization and session state management to graceful shutdown. By utilizing a selective forwarding unit, the platform efficiently routes media streams between participants and agents, ensuring low-latency communication and secure, token-based authentication for all connections. The platform distinguishes itself through it

Naive UI is a comprehensive TypeScript user interface library and component set designed specifically for Vue 3 applications. It provides a type-safe framework for building web interfaces, featuring a responsive layout engine and high-performance data components such as virtual-scroll data tables. The library is distinguished by a customizable theme system that utilizes type-safe JavaScript objects for visual overrides instead of traditional CSS variables. This architecture allows for dynamic runtime updates and global style configurations managed through a centralized provider. The framewor

redux-thunk is a middleware for Redux that enables action creators to return functions instead of objects. This allows the store to handle asynchronous side effects and manage complex workflows and delayed state updates. The middleware acts as a side effect orchestrator that intercepts dispatched functions to execute asynchronous logic, such as API calls. It also functions as a dependency injection layer, allowing external services or mock objects to be passed into action creators to improve modularity and testability. The project provides capabilities for orchestrating control flow and coor

TradingAgents-CN is a multi-agent framework designed for autonomous financial market analysis and automated trading execution. It functions as a containerized orchestrator that leverages large language models to perform complex reasoning, research, and decision-making tasks within financial environments. The platform distinguishes itself through a modular architecture that integrates diverse artificial intelligence providers and financial data sources into a unified pipeline. It provides granular control over agent behavior through prompt-driven logic configuration and multi-model orchestrati

Gollum is a Git-powered wiki engine and content management system that provides a web-based interface for editing and organizing files stored in a Git repository. It functions as a self-hosted documentation tool, using a Git-based storage backend to manage page content and track version history. The system is characterized by a pluggable markup rendering architecture that converts multiple markup languages and specialized notations into HTML. It supports a wide array of rich content, including mathematical typesetting, BibTeX bibliographies, and diagrams rendered via Mermaid. Broad capabilit

MJRefresh is a scroll view interaction library and a set of reusable UI components for implementing pull-to-refresh and infinite scrolling behaviors in mobile user interfaces. It provides customizable refresh indicators and controllers that manage reload callbacks and loading states within scrollable containers. The library allows for the replacement of standard loading indicators with custom images, GIF sequences, and status labels to match specific visual branding. It includes a global configuration store to handle dynamic UI localization and the translation of refresh content across an app

Shepherd is a client-side onboarding framework and interactive product tour library used to create step-by-step guided walkthroughs. It functions as a UI guided tour system and DOM element highlighting tool that displays instructional overlays and tooltips to guide users through a web application interface. The system features a dynamic layout engine for anchoring tooltips to target elements and preventing screen overflow. It supports multi-element highlighting to draw attention to several UI components simultaneously and includes focus trapping to restrict keyboard navigation to active tour

Shepherd is an interactive product tour framework and JavaScript onboarding library used to build step-by-step instructional journeys. It serves as a web application guidance tool that presents sequences of instructional overlays to help users navigate interfaces and discover features. The library enables the creation of guided user tours, onboarding experiences, and interactive application guides. It is used to provide contextual in-app education and drive product feature adoption by leading users through specific workflows. The framework utilizes configuration-driven tour definitions and a

Spectre is a comprehensive CSS framework and UI utility toolkit designed for building responsive web interfaces. It functions as a CSS component library that provides pre-styled interface elements and helper classes to facilitate frontend UI development. The framework is distinguished by a pure-CSS component architecture that avoids dependence on external JavaScript runtimes. It utilizes a SASS-based build pipeline that supports class prefixing, stylesheet pruning, and a variable-based theme system for creating custom design systems. The project covers a wide range of layout and interface ca

gui.cs is a .NET terminal user interface toolkit and framework used to build interactive, cross-platform text-based applications. It provides a structured system for composing terminal views using a view hierarchy and a dedicated layout engine. The library distinguishes itself through a component-based widget system and a constraint-based layout engine that allows interfaces to remain responsive across different terminal window dimensions. It employs a virtual-screen buffer to minimize flickering during redraws and uses state-driven theme configurations to maintain persistent visual styles.

Terminal.Gui is a cross-platform .NET toolkit for building interactive text-based user interfaces. It provides a component-based architecture, a terminal rendering engine, and a declarative layout system to create console applications that run consistently across Windows, macOS, and Linux. The framework distinguishes itself with a comprehensive set of interactive console widgets, including data grids, hex editors, and hierarchical tree components. It supports advanced visual capabilities such as 24-bit True Color, Sixel image support, and a relative-coordinate layout system that adapts to ter

dtm ist ein Framework für verteilte Transaktionen und ein Workflow-Orchestrator, der darauf ausgelegt ist, Datenkonsistenz über Microservices hinweg zu verwalten. Es fungiert als zentraler Koordinator, der verteilte Transaktionen synchronisiert und den Status sowie den Ausführungsfluss komplexer Sequenzen verteilter Aufgaben verwaltet. Das Framework implementiert verschiedene Koordinationsmuster, darunter Saga, TCC und XA, um Synchronisationsfehler zu vermeiden. Es bietet speziell einen sprachübergreifenden Transaktionskoordinator, um Operationen über Services hinweg zu synchronisieren, die in verschiedenen Programmiersprachen geschrieben sind, und nutzt eine zuverlässige Messaging-Outbox, um Datenbank-Updates mit dem Message-Dispatching zu koppeln. Das Funktionsspektrum deckt die Wiederherstellung verteilter Systeme durch kompensierende Transaktions-Rollbacks, Two-Phase-Commit-Koordination und Exactly-Once-Message-Delivery ab. Die Infrastruktur unterstützt horizontale Kapazitätserweiterung und Hochverfügbarkeitskonfigurationen, um die Stabilität bei steigendem Anfragevolumen aufrechtzuerhalten.

Boto3 is the AWS SDK for Python, providing a programmatic interface for managing and automating AWS cloud infrastructure and services. It serves as a cloud management API client and resource manager for provisioning, configuring, and scaling virtual servers, databases, and storage. The library enables the implementation of infrastructure-as-code through declarative templates and scripts, allowing for the deployment of identical resource stacks across multiple accounts and geographic regions. It also provides a framework for coordinating distributed workflows, serverless functions, and contain