Awesome GitHub RepositoriesTechnical Knowledge Bases

Cheat.sh is a command line knowledge base that provides instant access to programming syntax, code snippets, and technical documentation. Designed to minimize context switching, it functions as a developer productivity tool that allows users to retrieve information directly within their terminal or code editor. The service distinguishes itself through a terminal-agnostic interface that relies on standard input and output streams, ensuring compatibility across various shell environments and operating systems. It supports persistent query sessions to maintain workflow continuity and offers a co

LLM101n is an educational machine learning curriculum and open-source resource designed to teach the fundamental principles and practical implementation of large language models. It functions as a technical manual that guides users through the end-to-end process of building and training neural network architectures from scratch using a dynamic tensor library for automatic differentiation and GPU-accelerated computation. The project distinguishes itself through interactive, notebook-based instruction that allows for real-time visualization of training processes. It supports rapid experimentati

This project is a large language model persona simulation framework designed to distill individuals into AI personas using professional data and interpersonal context. It functions as a personal knowledge base ingestor and agent configuration manager, allowing for the creation of digital twins that reproduce a specific person's mental models, speaking styles, and professional workflows. The system utilizes a dual-model persona architecture that separates professional work skills from interpersonal personality traits. It distinguishes itself through a multimodal persona generator capable of pr

DB-GPT is an AI-driven database management system that uses agentic reasoning to execute data tasks. It converts natural language prompts into executable database queries and combines structured database records with unstructured knowledge bases to provide grounded analysis. The system orchestrates multi-step reasoning chains that integrate database queries, custom scripts, and external tool calls. It allows for the packaging of domain knowledge into reusable analysis skills and executes generated code within sandboxed environments for system safety. The platform covers data orchestration ac

Mos is a static site generator designed for building technical documentation, help centers, and project manuals. It functions as a technical writing framework that transforms plain text files into structured web pages, ensuring a consistent design system across all published content. The platform utilizes a component-driven architecture to assemble documentation pages, injecting content into reusable templates to maintain a unified reading experience. It processes markdown files alongside front-matter metadata to automate the generation of navigation and layout structures, allowing for the cr

Cheat is a command-line cheatsheet manager and terminal reference tool used for creating and viewing searchable, interactive guides. It functions as a plain-text knowledge base that organizes technical notes and command snippets through a hierarchical directory structure and metadata tags. The tool provides context-aware note management by discovering and displaying project-specific documentation based on the current working directory. It allows for the creation of a personalized collection of reference files that can be retrieved directly within a shell environment to assist with command opt

This project serves as a comprehensive cybersecurity training platform and resource repository focused on web application security. It functions as a centralized hub for security practitioners, providing both a curated collection of technical documentation and research, and a system for deploying isolated, containerized environments to practice security analysis and exploitation techniques. The platform distinguishes itself by integrating automated data aggregation with hands-on, container-based orchestration. It maintains a current knowledge base of industry research and digital threats whil

GTFOBins is a curated knowledge base documenting security-related techniques for Unix-based system binaries. It serves as a reference for offensive security research, detailing how standard, pre-installed system utilities can be repurposed to facilitate privilege escalation, restricted environment escapes, and post-exploitation workflows. The project distinguishes itself by cataloging insecure execution paths and misconfigured permissions inherent in common system tools. By identifying legitimate binary functions that can be leveraged to bypass security controls, the repository provides a str

DataHub is a metadata management platform designed to unify technical, operational, and business context across diverse data ecosystems. By utilizing a graph-based metadata model and an event-driven ingestion architecture, it creates a centralized source of truth that maps complex data relationships, lineage, and ownership. This foundational framework enables organizations to maintain a synchronized view of their data landscape, supporting both human-led discovery and automated data operations. The platform distinguishes itself through its focus on grounding artificial intelligence and autono

This is a computer science flashcard web application designed for memorizing algorithms, data structures, and general technical concepts. It functions as a spaced repetition study tool that organizes academic materials by category and mastery level to track knowledge acquisition. The application is provided as a containerized educational tool, allowing for self-hosted deployment to ensure consistent execution across different systems. It includes a utility to export stored study sets and academic content into CSV files for use in external applications. The platform covers content management

This project is a database technical blog and markdown knowledge base. It serves as a structured repository of instructional content, guides, and an AI research archive focused on the intersection of artificial intelligence and database technologies. The project provides an open source community guide containing strategic frameworks and methodologies for operating and growing software communities. It also includes resources for database system selection, using evaluation rules and comparison frameworks to determine the most suitable architecture for specific technical needs. The repository c

LOLBAS is a curated database and knowledge base of signed Windows binaries that can be misused to bypass security restrictions and execute unauthorized code. It serves as a technical registry that maps trusted system files to their functional capabilities and the offensive tactics they enable. The project distinguishes itself by providing a capability-driven indexing system and a tactics registry that relates legitimate binary functionality to known security evasion techniques. It includes an association layer that links specific system binaries to attack patterns and tactical objectives, pro

Ce projet est un cursus d'apprentissage CSS avancé composé de fichiers de démarrage et de projets finaux. Il fournit une collection d'implémentations réelles et une galerie de projets conçue pour maîtriser les techniques modernes de mise en page et de stylage. Le cursus se concentre sur une approche modulaire des feuilles de style utilisant des variables et une architecture Sass. Il met l'accent sur la convention de nommage block-element-modifier (BEM) pour créer un CSS maintenable et réutilisable. Le matériel couvre plusieurs domaines de capacités fondamentaux, notamment le design web responsive utilisant CSS Grid, Flexbox et les media queries. Il inclut également le développement d'effets de mouvement via les keyframes et transitions CSS, ainsi que l'intégration de graphiques vectoriels scalables et d'imagerie optimisée pour le stylage frontend.

This is a public archive of vulnerability findings, proof-of-concept code, and technical reports detailing security flaws discovered in third-party software. It functions as a coordinated vulnerability disclosure platform, enabling private reporting to vendors and structured publication of advisories after a fix is released or a 90-day deadline passes. The repository provides modular security analysis tooling—standalone scripts and binaries each targeting a specific bug class for automated detection—alongside a cross-platform fuzzing framework that runs tests across multiple operating systems

PeiQi-WIKI-Book est une base de connaissances en cybersécurité et un wiki de recherche en sécurité. Il fonctionne comme un générateur de site statique Markdown qui convertit des fichiers texte structurés en un ensemble de pages HTML interconnectées. Ce système sert de collection organisée de documentation technique et de guides axés sur la recherche de vulnérabilités, l'audit de code et les tests d'intrusion. Le projet utilise un flux de travail de documentation piloté par git, utilisant des hooks de contrôle de version pour mettre à jour automatiquement un site web en direct lorsque le contenu change. Il dispose d'un index consultable côté client qui permet aux utilisateurs de trouver des sujets de sécurité sans requêtes côté serveur. La plateforme fournit une ressource centralisée pour les professionnels de la sécurité afin d'organiser les modèles d'audit de code et la recherche de vulnérabilités. Elle fonctionne également comme une ressource d'apprentissage pour les compétitions de type capture the flag et les opérations red team. La base de connaissances peut être déployée en HTML statique ou au sein d'environnements conteneurisés.

x-cmd is an AI agent orchestrator, cloud infrastructure CLI, and cross-platform package manager that provides an enhanced POSIX shell toolkit. It integrates large language models directly into the terminal for chatting, code generation, and the execution of agentic workflows, while offering a framework for building interactive terminal user interface components. The project distinguishes itself by deploying containerized AI agents within isolated sandboxes, provisioning them with specialized skills and headless browser automation capabilities. It further streamlines development through a unif

This project is a curated repository of remote access trojan binaries and malware samples. It serves as a structured analysis dataset and security research toolset designed for studying the behavior and inner workings of remote administration tools. The collection provides a versioned archive of malware samples and backdoor interfaces, with specific categorizations for target platforms including Windows and Android. It organizes these binaries to facilitate the study of malware evolution and the identification of technical patterns. The repository covers several security research areas, incl

This project is a curated research repository and structured index focused on deep learning techniques for object detection and tracking. It serves as a centralized archive for academic papers, datasets, and software implementations, providing a cohesive resource for studying methodologies used in image and video analysis. The repository distinguishes itself through a systematic approach to knowledge management, utilizing hierarchical file organization and metadata-driven tagging to categorize technical literature. By indexing domain-specific datasets and cross-referencing academic resources,

Ce projet fournit un guide et un framework complets pour implémenter des assistants de codage IA autonomes au sein d'environnements de développement locaux. Il se concentre sur l'orchestration d'équipes multi-agents capables de planifier, exécuter et vérifier des tâches d'ingénierie logicielle complexes, telles que le refactoring, la résolution de bugs et la génération de tests, tout en maintenant une conscience profonde du contexte et de la mémoire spécifiques au projet. Le système se distingue par une architecture robuste axée sur la sécurité qui impose des contrôles d'accès granulaires, l'isolation de l'exécution et des approbations humaines obligatoires (human-in-the-loop) pour toutes les modifications de fichiers et les appels d'outils externes. Il prend en charge une automatisation sophistiquée des flux de travail en permettant aux développeurs de définir des compétences personnalisées réutilisables et des instructions hiérarchiques qui persistent à travers les sessions, garantissant un comportement cohérent et une rétention des connaissances tout au long du cycle de vie du développement logiciel. Au-delà de l'automatisation de base, la plateforme offre des outils d'observabilité et de gestion étendus, incluant le suivi de l'utilisation des jetons en temps réel, la visualisation interactive des diffs de code et la surveillance des sessions en arrière-plan. Elle s'intègre directement dans les flux de travail basés sur le terminal et prend en charge divers fournisseurs d'intelligence artificielle, permettant aux utilisateurs d'optimiser les performances et les coûts opérationnels via la sélection de modèles et des ajustements de raisonnement spécifiques aux tâches. Le dépôt sert à la fois de ressource éducative pour maîtriser le développement intégré à l'IA et de boîte à outils fonctionnelle pour déployer des agents autonomes qui opèrent au sein de frontières de sécurité définies.