📦 atomic-mail/atomic-mail-agentic

Give Your AI Agents Their Own Email Inboxes

Atomic Mail Agentic allows autonomous AI agents to create and manage their own email inboxes without any human intervention. By providing an email provider built on the JMAP standard, agents can independently read, send, draft, and manage emails, making them highly effective at tasks like processing support tickets or summarizing newsletter digests. Access is secured through a proof-of-work signup protocol, eliminating the need for manual approval or traditional captchas. This repository offers the necessary integrations, including MCP and shell-based tools, to help your agents automate inbox management fluently and reliably across a wide range of platforms.

🆔 @hackernewsgithubprojects

📦 autoloops/greplica

Give Your Coding Agents Long-Term Memory with Greplica

Greplica functions as a local, searchable graph memory system for engineering knowledge that prevents coding agents from repeatedly rediscovering your codebase. It stores architectural decisions, workflow conventions, and implementation context that are too detailed for standard instruction files. By maintaining this information in a local SQLite database, your agent can intelligently query relevant technical history rather than rereading files from scratch. The tool uses a blend of embeddings and graph relationships to retrieve grounded context, providing agents with a persistent map of the project. This makes development more efficient by effectively preserving technical knowledge across sessions.

🆔 @hackernewsgithubprojects

📦 sanbuphy/learn-coding-agent

Inside Claude Code: Unlocking the Architecture of an AI Agent

This repository provides a deep architectural analysis of the Claude Code CLI agent, containing over 500,000 lines of code across 1,800 files that detail how production-grade AI agents actually function. It functions as a research study that breaks down complex systems like the agent loop, telemetry, hidden feature flags, and multi-agent coordination. By dissecting the internal tools, permission gates, and task management logic, it offers developers a rare look at the structural design behind modern autonomous coding assistants. This collection is an invaluable resource for anyone looking to build or understand the underlying infrastructure powering today's most capable coding agents.

🆔 @hackernewsgithubprojects

📦 juanceresa/sift-kg

Turn Any Document Collection Into a Knowledge Graph

Sift-kg supports over 75 document formats and transforms unstructured collections into interactive knowledge graphs directly from your command line. This tool uses large language models to extract entities and relationships, mapping hidden patterns and connections across PDFs, articles, or records. It features a human-in-the-loop workflow for reviewing entity merges and provides an interactive browser-based viewer to explore graph clusters and neighborhoods. By generating structured data that persists across sessions, it acts as a powerful second brain for your information. Whether for research or legal review, this project offers a fast, local way to build complex, visual maps of your data.

🆔 @hackernewsgithubprojects

📦 netease-youdao/confucius4-tts

Master Multilingual Voice Cloning with Confucius4-TTS

Generate natural speech across fourteen different languages using a sophisticated text-to-speech engine that leverages large language models for high-quality audio output. This system enables zero-shot voice cloning and cross-lingual voice transfer, allowing users to clone a specific speaker's identity and emotional inflection without requiring additional training or reference transcripts. By combining a speech encoder with advanced flow-matching architecture, the project maintains consistent speaker identity while seamlessly switching between languages like English, Chinese, and Japanese. This tool offers a powerful way to produce stable, expressive, and fluent multilingual speech for any of your upcoming creative projects.

📰 https://news.ycombinator.com/item?id=48643963

🆔 @hackernewsgithubprojects

📦 renming-huang/mint

Teach Robots Better with Intent-Based Imitation Learning

Empower robots to perform precise manipulation tasks by teaching them the intent behind actions rather than just mimicking raw motion. This framework uses a hierarchical, multi-scale tokenization system that separates high-level behavioral goals from low-level execution details. By organizing actions this way, robots achieve better generalization and stable performance, even when faced with new environments. The implementation allows for efficient one-shot skill transfer by injecting specific intent tokens into the generation process. This approach helps solve common challenges in robotic imitation learning, making it easier to create systems that effectively adapt and learn complex, dexterous behaviors.

🆔 @hackernewsgithubprojects

📦 icip-cas/reasoninglens

Debug AI Reasoning Chains with ReasoningLens

Visualize and debug complex AI model reasoning chains using this intuitive, user-friendly toolkit. The repository provides a comprehensive interface for tracking how models process information, allowing you to inspect individual nodes within a reasoning tree and analyze how specific responses are generated. It simplifies the often opaque decision-making process of language models by rendering detailed analysis reports and status histories directly in your chat interface. Whether you are troubleshooting model outputs or trying to better understand internal logic, this tool offers the clarity needed to optimize your AI interactions. Dive into the repository to start improving your model debugging workflow.

🆔 @hackernewsgithubprojects

📦 tencentedgeone/edgeone-makers-tools

Master AI Agent Development on EdgeOne Makers

Build and deploy sophisticated AI agent endpoints directly onto the EdgeOne Makers platform by using this specialized collection of AI agent skills. The repository provides a structured framework for integrating powerful tools like LangGraph, CrewAI, and the Claude SDK into your projects. It includes detailed guides for managing storage, edge functions, and cloud-based API endpoints using Node.js, Python, or Go. By following these professional conventions for server-side logic and environment configuration, you can streamline your development workflow and ensure your applications run efficiently on the EdgeOne infrastructure. Leverage these resources to scale your next intelligent application today.

🆔 @hackernewsgithubprojects

📦 cocowy1/ucs-bench

UCS-Bench: Testing Spatial Intelligence in Long Egocentric Videos

Build and evaluate spatial memory in long egocentric video streams using the UCS-Bench benchmark and the DirectMe framework. This project helps researchers test whether models can effectively perceive, remember, and reason about spatial environments from a first-person perspective over time. DirectMe uses a structured pipeline to convert video into metric 3D scene graphs, enabling precise spatial question answering through targeted retrieval. By integrating perception adapters for depth and object detection, it allows for sophisticated testing of how models maintain and use 3D spatial memory, providing a essential diagnostic tool for developing smarter, more aware artificial intelligence agents.

🆔 @hackernewsgithubprojects

📦 nvlabs/alpagym

AlpaGym: Reinforcement Learning for Autonomous Driving

Autonomous driving policies can now improve through real-world consequence-based learning rather than just static datasets. AlpaGym is a reinforcement learning framework that runs driving policies in a closed-loop simulator to score performance and iteratively refine behavior. By integrating a simulator for environment interaction and a distributed trainer for orchestration, the system allows policies to learn from the results of their own steering. It provides a modular harness designed to swap components easily, currently supporting the ten-billion parameter Alpamayo model. This approach moves beyond logged ground truth, enabling agents to actively learn by experiencing the outcomes of their driving decisions.

🆔 @hackernewsgithubprojects

📦 hasanharman/isomiddleearth

Build Your Own Middle-earth Maps

Craft detailed isometric landscapes inspired by Middle-earth lore using an interactive grid-based builder. This tool lets you place terrain, buildings, and character overlays across seven iconic realms like the Shire or Mordor, with a flexible mixed mode for custom designs. You can easily drag to paint your map, resize the grid from 3x3 to 20x20, and manage your creations with handy features like undo support, JSON import and export, and direct PNG image saving. Explore community-submitted maps in the collections browser or start your own build from scratch to bring your unique vision of the legendarium to life.

🆔 @hackernewsgithubprojects

📦 nexu-io/harness-engineering-guide

Mastering AI Agent Runtimes: The Harness Engineering Guide

Harness engineering defines how we turn raw language models into autonomous agents capable of managing memory, executing tools, and maintaining safety. The Harness Engineering Guide serves as an open-source repository providing developers with the essential concepts, production patterns, and practical code examples needed to build and manage these AI runtimes. It covers critical implementation details such as the agentic loop, multi-agent orchestration, and sandboxing, while offering specific guidance on handling context-window management and error strategies. By demystifying the architecture required for reliable agent systems, this resource helps engineers transition from simple prompts to sophisticated, self-correcting workflows that scale across complex tasks.

🆔 @hackernewsgithubprojects

📦 nemocake/claude-obsidian-assistant

Automate Your Obsidian Notes with Claude Code

This Obsidian vault template integrates directly with Claude Code to automate project documentation and note management. By utilizing a structured Johnny Decimal folder system, the setup allows Claude to read your codebase, track development logs, and generate visual architecture diagrams as native canvas files. You can sync active projects, update project metadata, or refresh key documentation files using simple commands. This framework provides a flexible foundation meant for customization, enabling you to tailor workflows, themes, and automated task tracking to your specific needs. Start by cloning the repository to turn your notes into an active development workspace.

🆔 @hackernewsgithubprojects

📦 meetopenbot/openbot

OpenBot: A Local-First OS for AI Agents

OpenBot is a local-first platform designed to orchestrate and run multiple AI agents on your own hardware. By providing a dedicated event-driven server, it solves the challenge of agent fragmentation by allowing different specialized agents and plugins to communicate seamlessly through a shared bus. The system uses a modular architecture where you can define custom agents using markdown files and extend capabilities with plugins like bash or memory tools. It handles everything locally, keeping your threads and configuration in your own file system. It is a powerful way to build and manage a private, event-driven agent ecosystem today.

📰 https://news.ycombinator.com/item?id=48645700

🆔 @hackernewsgithubprojects

📦 clisystems/utfs

Store Named Data on Embedded Devices Without a Full File System

Manage structured data on raw flash or EEPROM by treating it like a series of named files using this lightweight storage layer. Designed for resource-constrained microcontrollers, the project provides a TAR-inspired way to store data blobs back-to-back with tiny headers, avoiding the complexity and overhead of full file systems. It uses only two source files, requires zero dynamic memory allocation, and lets you define your own read and write functions to match your hardware. By registering your structs and using a simple load-and-save lifecycle, you can easily persist application settings across power cycles while keeping your firmware footprint minimal.

📰 https://news.ycombinator.com/item?id=48571007

🆔 @hackernewsgithubprojects

📦 latent-spaces/brag

Turn Your Projects Into Viral Launch Videos With One Command

Brag is a specialized Claude Code skill designed to instantly transform any software project into a professional, twenty-second launch video. By running a single command within your project directory, you trigger an automated process that generates custom music, motion graphics, and shareable copy tailored to your work. This tool removes the tedious burden of manual video editing, allowing builders to produce high-quality demo content that is ready for social media immediately. It streamlines the entire marketing workflow for developers, ensuring your latest creation gets the attention it deserves with minimal effort. Simply install the skill and let your code speak.

🆔 @hackernewsgithubprojects

📦 johell1ns/browser-search

Automate Web Browsing for AI Agents

This system provides a free, self-hosted toolkit that enables AI agents to autonomously search and navigate the web by orchestrating three specialized open-source tools. It uses SearXNG for efficient multi-source searching, Camofox to handle standard browsing through a REST API, and CloakBrowser to bypass aggressive anti-bot protections like Cloudflare. By automating this escalation process, the agent chooses the right tool for the task without human intervention. This setup runs on minimal hardware like a Raspberry Pi, allowing agents to perform deep research, cross-verify information, and extract structured data from protected websites while remaining completely free and unlimited.

🆔 @hackernewsgithubprojects

📦 mayukh4/linux-android

Turn Old Androids Into Linux Desktops

An arm64 Android phone with at least 3 gigabytes of RAM can be transformed into a functional Linux desktop or a smart home server using this repository. By leveraging Termux and Termux-X11, these scripts automate the installation of graphical environments like XFCE4 or MATE, alongside tools like Firefox and Wine, without requiring root access. It enables GPU-accelerated performance on devices with Snapdragon chips while providing a way to manage home automation via Home Assistant Core. This project effectively repurposes old hardware into capable computing devices, giving you a powerful mobile workstation or a dedicated server right from your pocket.

🆔 @hackernewsgithubprojects

📦 raketenkater/ggrun

Stop manually tuning GGUF models

Launch GGUF models on complex multi-GPU setups without manually configuring tensor-split or KV-cache flags. This tool automatically detects your hardware, including RAM and PCIe topology, to compute the optimal model placement and backend choice for llama.cpp or ik_llama.cpp. It features a smart terminal interface for downloading hardware-matched models, benchmarking performance with its AI Tune engine, and recovering from crashes automatically. By balancing expert placement across heterogeneous GPUs, it often achieves significantly faster generation speeds compared to default settings. Use this to simplify your local LLM deployment and squeeze every bit of performance from your hardware.

📰 https://news.ycombinator.com/item?id=48647221

🆔 @hackernewsgithubprojects

📦 blazejkustra/react-native-morph-view

Smooth Gooey Image Morphing in React Native

Native mobile applications can now achieve fluid shape-morphing transitions using a specialized view component that blends images with a gooey metaball effect. Instead of a standard crossfade, this library employs alpha-threshold shaders on both iOS and Android to fuse silhouettes together as they transform. Developers control the transition using a single toggle property, while tunable parameters like blur radius allow for adjusting the molten appearance of the animation. By leveraging the latest React Native architecture, this tool provides a high-performance solution for creating liquid, interactive UI elements that feel polished and inherently connected across different screen states.

🆔 @hackernewsgithubprojects

📦 dtquocbao/ai-market

Build Smarter Trading Strategies with this Multi-Agent AI System

Analyze financial markets using a sophisticated multi-agent AI system that combines real-time data from Yahoo Finance with advanced machine learning techniques. This platform utilizes ten specialized agents to deliver technical analysis, reinforcement learning strategy optimization, and risk management through an Angular dashboard. Key capabilities include LLM-powered event analysis, sector-specific ticker discovery, and dynamic A/B testing to refine trading performance. By integrating PostgreSQL for reliable data persistence and a robust agent routing system, it transforms complex market data into actionable insights and forecasts. Dive into the repository to explore how automated agent orchestration can enhance your market intelligence.

🆔 @hackernewsgithubprojects