📦 pguso/ai-agents-from-scratch

Build AI Agents from Scratch: No Frameworks Needed

Building AI agents locally requires no black boxes when you understand the fundamentals of LLMs and tool integration. This repository provides a clear path for developers to learn how agents function from the ground up using local models and node-llama-cpp. You can explore core patterns like ReAct, persistent memory, and even Tree of Thought planning through hands-on examples that remove the abstraction of production frameworks. By working through these architectural examples, you gain deep insight into how agents reason, plan, and execute tasks autonomously. Start with simple interactions to demystify the logic powering today's most capable systems.

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📦 0xnyk/council-of-high-intelligence

Stop trusting one AI: Build a 18-member Council for better decisions

Council of High Intelligence is the decision-making framework that replaces flawed single-model outputs with structured, multi-perspective deliberation. It creates a council of 18 diverse AI personas—including figures like Feynman, Socrates, and Torvalds—who analyze your toughest questions across multiple LLM providers. By forcing these agents into structured rounds of independent analysis, cross-examination, and dissent-heavy debate, the system effectively combats groupthink and cognitive bias. It prevents overconfident, incorrect answers by prioritizing uncertainty and surfacing genuine disagreements through a formal, domain-weighted voting protocol. Use this tool to convert complex dilemmas into actionable, rigorously vetted strategies, ensuring every decision benefits from a board of high-intelligence minds.

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📦 jmiao24/paper2agent

Turn Research Papers Into AI Agents

Paper2Agent automatically converts academic research papers into functional, interactive AI agents with minimal human input. By analyzing a project codebase and its associated tutorials, the system constructs a specialized server that allows users to perform complex data analysis tasks directly through natural language queries. It handles everything from identifying tutorial workflows and extracting relevant tools to setting up isolated Python environments for reliable execution. This project bridges the gap between static research documentation and practical, hands-on utility. You can use these generated agents to interpret genomic data, process single-cell datasets, or execute custom scientific analyses without manual intervention.

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📦 xxhuberrr/mineradio

Mineradio: A Cinematic Immersive Music Player for Windows

Mineradio transforms your Windows desktop into a private, high-fidelity music space by combining rhythm-based cinematic visuals with a particle-driven stage experience. This immersive player integrates weather-aware radio that generates playlists based on your location and mood, alongside a unique 3D playlist shelf for seamless track navigation. Designed for users who prioritize aesthetic depth, it features a sophisticated, dark-themed interface that keeps your focus on the music while offering deep customization for lyrics, album art, and visual parameters. It provides a highly stylized, atmospheric alternative to traditional streaming clients, perfect for those seeking a more cinematic listening environment.

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📦 limhyungtae/awesome-phd-cv

Academic to Industry: The PhD CV Toolkit

Awesome PhD CV is the academic toolkit that finally bridges the gap between research-heavy CVs and industry-standard resumes. This repository provides curated LaTeX templates specifically designed to help PhD students and researchers transition into technical roles. It tackles the common problem where academic formatting—like multi-column layouts or special glyphs—fails automated applicant tracking systems used by big tech. Beyond templates, it offers a strategic guide on translating publication-driven accomplishments into project-driven impact using the XYZ formula. Use these resources to ensure your engineering expertise shines through clearly, helping your profile stand out to recruiters and land your next role.

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📦 h9zdev/geosentinel

Track Global Movement in Real Time with GeoSentinel

Monitor global movement patterns and gather geopolitical intelligence using this unified open-source platform. It aggregates live flight and vessel data, satellite tracking, and traffic camera feeds into a single, interactive 3D map interface. The system leverages advanced features like YOLO for aerial segmentation, TOR integration for private dark web searching, and an AI assistant for automated analysis of coordinates and metadata. By consolidating diverse data streams and search tools, it provides clear situational awareness for users interested in real-time geospatial tracking and OSINT. Explore the codebase to customize your own monitoring dashboard and integrate diverse data sources.

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📦 nikilster/clawflows

Give Your OpenClaw AI Superpowers with ClawFlows

ClawFlows is the workflow system that finally gives your OpenClaw agent instant access to over one hundred prebuilt, automated routines. Instead of manually configuring complex tasks, you can enable these community-driven workflows with a single command to handle everything from morning briefings and email triage to smart home adjustments and deep work scheduling. Each workflow uses a simple, versioned markdown format that makes it easy to read, modify, and share. By automating your daily habits and technical chores through these pre-made scripts, you transform your AI agent into a capable personal butler that operates reliably on autopilot.

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📦 0xsteph/pentest-ai-agents

Turn Claude into an Offensive Security Expert

This collection of fifty specialized subagents transforms Claude Code into a comprehensive offensive security research assistant for authorized penetration testing. By integrating directly into your workflow, the project allows users to delegate complex security tasks ranging from reconnaissance and Active Directory analysis to vulnerability scanning and exploit chaining. The agents provide domain-specific expertise across categories like cloud security, mobile testing, and detection engineering. You can simply describe a task to have the right specialist handle the methodology, or use execution-capable agents to safely run commands, perform audits, and generate professional security reports.

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📦 louisho5/picobot

Build a Lightweight AI Agent with Picobot

Picobot is the Go-powered AI agent that finally runs on minimal hardware like a cheap virtual private server or even an old phone. This lightweight tool delivers powerful capabilities including persistent memory, custom skill creation, and multi-platform integration—all inside a single nine-megabyte binary. You can connect it to services like Telegram, Discord, and Slack, or extend its reach using Model Context Protocol servers to perform real-world tasks like web searches and file management. Because it avoids heavy runtime dependencies, you get lightning-fast startup speeds for your automation projects. Give your infrastructure a smarter, smaller companion.

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📦 rmyndharis/antigravity-skills

Supercharge Your AI Agents with Expert Skills

Enhance your AI agents by integrating this comprehensive library of specialized skill definitions and implementation playbooks designed for complex technical workflows. This repository provides a massive, modular collection of pre-configured patterns ranging from backend architecture and security auditing to advanced data engineering and search optimization. By leveraging these structured skill modules, you can quickly equip your agents to handle tasks like code refactoring, cloud infrastructure management, or compliance monitoring without starting from scratch. These expert-verified templates offer a clear path to improving agent performance and consistency across your development environment, giving your projects a professional edge.

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📦 tripleyak/skillforge

Stop Guessing: Build Better AI Skills with SkillForge

Build robust and reliable AI skills by transforming your development workflow into a predictable engineering discipline. SkillForge analyzes your requests to route you to existing tools, suggest meaningful improvements, or create entirely new skills from scratch using a rigorous four-phase architecture. This methodology uses specialized thinking lenses and multi-agent synthesis panels to ensure every skill meets strict quality standards before it ever reaches production. By integrating proactive context advising, you get evidence-backed suggestions that adapt to your specific workspace needs. Take control of your AI ecosystem today and turn skill creation from an art into a repeatable science.

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📦 ygwyg/mahoraga

Build an Autonomous AI Trading Agent on Cloudflare

This autonomous trading agent continuously executes trades using social sentiment analysis and large language models. It runs entirely on Cloudflare Workers, maintaining a persistent state to monitor market discussions from sources like Reddit and StockTwits. By integrating with the Alpaca trading platform, it evaluates signals through various AI providers such as OpenAI and Anthropic before automatically executing crypto or options trades. The system includes built-in safety features like staleness detection and an emergency kill switch for risk management. Developers can plug in custom trading strategies or gatherers without modifying the core orchestrator, making it a flexible platform for automated trading.

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📦 anombyte93/prd-taskmaster

Ship Code with Proof: The Atlas Engine

Automate your coding projects by transforming a simple goal into a fully validated software delivery system. This engine interviews you to capture constraints, generates a graded product specification, and builds a dependency-ordered task graph that keeps your progress organized. It ensures every task is truly finished by requiring concrete execution evidence before marking it complete, preventing placeholders or unverified claims. Designed to work across different AI models, it routes work efficiently to save resources while enforcing rigorous quality gates. Ultimately, this tool replaces manual project management with a deterministic, evidence-backed workflow that proves your code is actually ready.

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📦 mex-memory/mex

Stop AI Agents From Forgetting Your Project

Mex is the development tool that gives AI coding agents persistent, navigable project memory. Instead of flooding your AI with giant, outdated context files that waste tokens, this tool creates a structured markdown scaffold including routing tables and pattern guides. It uses a built-in CLI to perform drift detection across eleven different checkers, ensuring your documentation stays perfectly aligned with your actual codebase. When inconsistencies arise, it generates targeted prompts to help your agent fix the stale details automatically. By maintaining this organized memory layer, you ensure every coding session starts with the right context rather than a cold prompt dump.

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📦 naqashafzal/ai-content-studio

Automate Your Entire YouTube Workflow with AI

Nullpk AI Content Studio is the automation tool that manages your entire YouTube production pipeline from research to upload. This Python-based application uses Google Gemini and Vertex AI to handle deep research, dynamic scriptwriting, natural voice generation, and custom thumbnail creation. It automates video production by combining background visuals with AI-generated audio, while using Whisper to create styled captions. You can even generate SEO metadata and publish content directly to platforms like YouTube and Facebook through its intuitive interface. Whether you are creating documentaries or short stories, this open-source tool streamlines your workflow to help you achieve hands-free channel growth.

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📦 gouwsxander/reef

Supercharge your macOS workflow with Reef

Manage your open windows efficiently by binding specific applications to your number keys for faster navigation. This macOS window manager creates a unique Alt-Tab experience for every app, allowing you to cycle through your windows using simple keyboard shortcuts. You can easily organize your workspace by creating custom profiles for different tasks like coding or browsing, all managed directly from your keyboard. By scoping window switching to your current space, it provides a fast and streamlined way to refocus your attention. Install this tool to gain better control over your desktop environment and speed up your daily productivity.

📰 https://news.ycombinator.com/item?id=48698770

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📦 meleantonio/awesome-econ-ai-stuff

AI Skills for Economists

Supercharge your economic research by automating repetitive workflows using specialized AI coding tools. This repository provides a curated collection of standardized skills designed to help you clean data, build complex theoretical models in LaTeX, run econometric analyses, and draft academic papers with ease. These skills integrate directly with popular AI coding assistants, allowing you to streamline tasks like fetching data from economic APIs or creating publication-quality visualizations using simple natural language commands. Explore the catalog to find modular tools tailored for each stage of your research process and take your productivity to the next level.

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📦 doriandarko/gemini-writer

Build Entire Novels Autonomously with Gemini Writer

Gemini Writer is the autonomous writing agent that leverages advanced AI reasoning to craft full novels, books, and short story collections independently. By utilizing Gemini 3 Flash, this tool plans complex projects, manages its own workspace, and streams both its thought process and creative output in real time. It features robust context management with automatic compression to handle extensive narratives, plus a recovery mode for interrupted sessions. Whether you are generating intricate sci-fi sagas or detailed guides, this agent handles the planning and execution loop automatically, allowing you to watch your stories unfold while maintaining complete project control.

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📦 parcadei/continuous-claude-v3

Stop Compacting: Build a Persistent Claude Code Environment

Claude Code often struggles with context loss as conversations grow, but this project addresses that by shifting from simple compaction to a persistent learning model. By utilizing YAML handoffs and a dedicated memory system, it enables Claude to maintain state across different sessions and automatically extract key insights. The repository provides a comprehensive suite of over one hundred skills, thirty-two specialized agents, and hooks that manage context without pollution. You can orchestrate complex workflows through natural language, allowing the system to handle tasks like bug fixes or codebase exploration while compounding knowledge over time for a smarter, more efficient development experience.

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📦 nicholasspisak/second-brain

Build Your Own AI-Powered Knowledge Base

Second Brain is the personal knowledge management system that finally automates the tedious bookkeeping of organizing your notes. By leveraging an AI agent, it transforms a collection of raw articles and transcripts into a structured, interlinked wiki within your existing Obsidian vault. It solves the problem of information overload by having the AI handle the summarizing, cross-referencing, and indexing of your content, so you can focus on exploration. You get persistent, compounding insights as your library grows, ensuring your knowledge stays current and connected. Start building your own intelligent, self-maintaining wiki today to turn raw data into a truly powerful resource.

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