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popular Python repos on github, each explained in plain english: what it does, its stack, and how to run it.

• regert888/gpt-outlook-registerA Python tool that automates registering ChatGPT accounts using Outlook email addresses entirely through HTTP
• ajay150313/agentsre-langchainA Python library that measures whether LangChain agents in production are making good decisions, not just whet
• infiniumtek/terraform-review-agentA GitHub Action that reviews Terraform pull requests for security issues, cost changes, and style problems, th
• lorenliu13/claude-code-for-hydrologyA teaching repo with nine before-and-after Claude Code exercises that use real hydrology tasks like streamflow
• oguzcankaraman/watch_youtube_skillA Python pipeline that lets Claude watch YouTube videos by combining transcripts and key screenshots into sear
• sophomoresty/doifans-dlA command line tool that exploits security flaws in a paid video site to download any creator's videos without
• alibaba/omnidoc-tokenbenchA benchmark and toolkit that measures whether AI image compression models keep document text readable after co
• arccalc/dwmfixSmall Windows 11 tray utility that renders an invisible widget to stop the Desktop Window Manager throttling a
• bkerler/ida_rpcA plugin that lets scripts or AI agents remotely control IDA Pro, a reverse engineering tool, by sending JSON
• chen150450/local-multimodal-ragA local, offline search pipeline that reads your documents, images, PDFs, and code, then lets you find them by
• chen150450/multi-search-aggregatorA tool that queries over 30 search engines at once and merges the results into one ranked list, built for AI a
• hrostami/sni-balancerA Python tool that continuously tests a list of proxy server configs for speed and reliability, then automatic
• icloudza/algokiller-pluginA Claude plugin that helps security researchers reverse engineer encryption inside mobile apps by searching ma
• joshhu/skillopt-qaA research reimplementation of Microsoft SkillOpt that trains a reusable text skill file to improve a frozen A
• msalab-pku/loomvideoA research AI model from Peking University and Alibaba that generates and edits video from text, existing vide
• phuryn/pm-brainMarkdown-folder second brain for product managers driven by Claude Code, with six slash commands for ingest, p
• weiguangzhao/synthverseA synthetic dataset and benchmark from a SIGGRAPH 2026 paper for training and testing point tracking algorithm
• 0xtotem/peek-dspyA DSPy library that gives AI agents a self-updating context map so they stop re-learning the same background i
• ant-research/memdreamerA research system that lets AI understand long videos by building a layered memory graph and using an agent to
• dexoryn-china/polymarket-arbitrage-botAn automated Polymarket trading bot that combines predictions from GPT-4o, Claude, and Gemini with heavy risk
• dexoryn-china/polymarket-copy-trading-botA bot that watches chosen Polymarket wallets and automatically copies their bets into your own wallet in near
• foundationagents/foundation-protocolA Python library that gives AI agents, humans, and software tools a shared messaging protocol, with built-in i
• haouo/verilog-sv-sva-guideA bilingual guide teaching hardware designers Verilog, SystemVerilog, and SystemVerilog Assertions from a desi
• huverse/gpt-full-regist-and-payment-flowA Python browser-automation pipeline that chained OpenAI account signup with PayPal payment steps; the README
• ninaantonov/flash-usdt-senderA tool that generates fake cryptocurrency transactions designed to temporarily show a false balance on block e
• aimer-zero/redforge-aiA Python framework for running authorized security tests against AI chatbots, agents, and tool-using systems,
• arthuryangx/nano-notebooklmA self-hosted, open-source study assistant that turns your course materials into a searchable, citation-linked
• ashuigordon/stata-cliA command line wrapper around Stata that lets humans and AI agents run statistical commands fast, with structu
• hsy23/clif-co-orchestrating-llm-inference-serving-and-fine-tuning.A research system that runs LLM inference serving and lightweight fine tuning on the same GPU replicas at the
• kangarooking/agnes-free-model-skillsA set of AI agent skills that let Codex or similar tools call Agnes AI's free text, image, and video generatio
• meishiwhy/literature-mindA Python toolkit that turns your Zotero paper library into a searchable AI knowledge base for Q&A, evidence fi
• yan-labs/serenity-aleabitoredditAn installable AI agent skill and tweet archive built from one trader's public analysis of AI and semiconducto
• asimons81/hermes-dreamingA tool that lets an AI system propose updates to its own memory and skills, but only applies them after a huma
• baskduf/harness-starter-kitA starter kit of templates that sets up a code repository with instructions, rules, and checks so AI coding ag
• cortex-ai-quant/crypto-arbitrage-bot-automated-tradingA README claiming an AI powered crypto arbitrage bot with a 97.4 percent win rate, but the download is a Windo
• dexmal/realtime-vla-flashA speculative-inference framework that speeds up AI robot-control models so they can make decisions in real ti
• ferdinandobons/awsbedrockagentcoreskillA Claude Code plugin with a pre-researched playbook and 20 reference files for correctly building AI agents on
• jun7799/scribe-transcribeChinese CLI that downloads WeChat Channels videos through a local proxy then transcribes the audio to SRT and
• oqura-ai/deepresearch-datagen-cliA Python command-line tool that automates building structured training datasets for LLMs by researching a topi
• rbrown101010/codex-marketing-skillsEight drop-in skills for Codex or Claude Code that handle creator and marketing tasks like YouTube research, B
• sameerhussain790/eye-vigil-smart-driveA Python project named EYE-VIGIL-SMART-DRIVE with no README or description available, so its exact purpose can
• shythu49/competeinsightA multi-agent research tool that turns a competitive analysis question into a sourced, evidence-backed Markdow
• tokyubevoxelverse/forzadesigner6Windows tool that converts any image into a Forza Horizon vinyl group by writing 1000 to 3000 colored shapes d
• ulyssestenn/omtA command-line script that runs the same prompt through multiple local Ollama models and saves the responses s
• zyf2007/chatapiSelf-hosted OpenAI-style chat API where a human operator types replies through a web console, useful for human
• aa2448208027-code/localaihotswapA proxy that sits in front of llama.cpp and lets you swap local AI models mid-conversation without losing chat
• amapvoice/pilotttsA Python text-to-speech model that clones a voice from a short audio clip and can add emotion, sound effects,
• bennjordan/kirlianorbits_win64A circular MIDI sequencer where notes orbit a spinning ring instead of a straight timeline, with bendable curv
• cybercal/hoic-baselineA research baseline for testing how simulated humanoid robots push carts, move boxes, ride skateboards, and st
• hadriansecurity/openhackOpen-source toolkit from Hadrian for AI-driven whitebox source code reviews, with a checkpointed pipeline of r
• inmymine7/mephistoA Python tool that scans WordPress sites for known security bugs and can exploit them, meant for authorized pe
• j-akiru5/prism-organizerA Windows command-line tool that scans a folder, reports what's in it, and can automatically sort, deduplicate
• jhammant/aiondemandclusteraiod rents a GPU on vast.ai, loads any Hugging Face model with one command, and connects it to Claude Code for
• k1xe/interviewforgeA local-first Python tool that turns a recorded job interview into a structured PDF report scoring each answer
• krishnaik06/image-webscrapperA Python tool that automatically downloads images from websites in bulk. Point it at a web page and it scans t
• mmthebest/research-architectA skill suite for AI coding agents that walks researchers step by step from a raw idea to a structured, eviden
• porunc/codewikiA self-hosted platform that turns a code repository into a searchable, AI-generated wiki with diagrams and sou
• yacey/agnes-ai-generation-skillA plugin that lets AI coding assistants call the Agnes AI platform to generate text, images, and videos on you
• zhou210712/claude-for-legal-zhChinese-law port of Anthropic's claude-for-legal: a set of Claude Code plugins, skills, and an MCP connector f
• adewale/skill-eval-harnessSkill Eval Harness is a CLI tool that measures whether a custom skill instruction file actually changes an AI
• anil-matcha/seedream-5-pro-apiA Python wrapper that makes it easy to use ByteDance's Seedream AI model to generate and edit high-quality 4K
• davanstrien/uv-scripts-for-aiA library of self-contained Python scripts for OCR, vision, audio, and dataset tasks that run standalone via H
• dragonmeow1012/dragonmeow-mangatranslatorDragonMeow-MangaTranslator is a local tool that automatically detects, translates, and redraws manga speech bu
• mishakorzik/proxycheckerProxyChecker is a command-line tool that rapidly tests lists of proxy servers to find which ones actually work
• power-codes/scanner-ip-cdnsPython CLI that scans a mixed list of IPs, domains, and CIDR ranges over TCP and groups the live hosts by CDN
• tg12/phantomstarsDaily GitHub Actions job that detects coordinated bot campaigns mass-starring or mass-forking GitHub repos, sc
• valenovo/ai-agent-skillsA small collection of plug-in capability packages for AI agents, currently offering Chinese-language search an
• yihaohu0118/sealResearch code for training tool-using AI agents with a closed-loop reinforcement learning method that categori
• zebinlu7-a11y/screen-flow-ai-agentA floating desktop chat panel that lets you screenshot any part of your screen and get streaming AI answers or
• hao0321/video-autopilot-kitA configurable Python framework that automates YouTube and short-form video production using CapCut Desktop an
• harahan/rtdmdResearch code that compresses slow, many-step AI image generators into fast four-step versions while using rew
• significant-gravitas/gravitasmlA tiny, secure Python parser that turns simple tag-based markup, especially LLM output, into Python dictionari
• t0ddc3by/claude-for-customer-successA reference set of six Claude Code plugins demonstrating what AI-assisted Customer Success workflows could loo
• tilde-research/wall-attention-releaseA Python library with custom GPU kernels that adds per-channel learned decay to transformer attention, letting
• useneospark/awesome-gpt-image-2A curated, categorized list of 280+ copy-paste prompts for OpenAI's GPT Image 2 model, covering styles from ci
• yifei-zuo/parallaxResearch code for a faster alternative to standard AI attention, benchmarked against FlashAttention on NVIDIA
• akmessi/vexA terminal tool that edits video from plain English commands, using FFmpeg and an AI model to trim, color grad
• fredantb/spec-driven-developmentA Claude skill that generates shared requirements, design, and task documents so multiple AI coding tools stop
• gcarq/inoxunpackA command-line tool that downloads Chrome extensions from the Web Store and saves them as unpacked folders, le
• hirenyi/easyquantAn AI agent driven platform that designs and backtests stock trading factors, with automated JoinQuant backtes
• liumengxuan04/shushu-internship-toolAn AI assistant skill that turns a job description into a matching GitHub practice project, an audit report of
• mrbaeksang/deepcloakA local-first research agent that bypasses Cloudflare, Datadome, and CAPTCHA bot walls to read blocked pages a
• sediman-agent/openskynetA self-hosted AI agent that automates repetitive browser tasks by learning from a single demonstration and run
• tomribbens/factoriosJoke Arch based Linux distro whose only job is to boot, log into factorio.com, pick a version and profile, and
• alex-nlp/denoiserlResearch code that trains AI reasoning models to recognize and correct wrong intermediate steps, instead of on
• bytedance-seed/cola-dlmA research language model from ByteDance that generates text through a diffusion process in a compressed laten
• chris0214/mikumikuphysicsA Blender plugin that simulates realistic hair, skirt, and chain physics for imported MMD character models.
• gnipbao/whiteboard-video-engineA Python CLI that converts photos, illustrations, and SVGs into whiteboard-style MP4 videos, animating the ima
• kerrdec97/exfat-ripperA Windows desktop app that scrapes and displays a browsable PS5 game library with cover art, metadata, and dec
• konoeph/agentclaimguardA Python library that checks whether an AI agent's claims are backed by real evidence, tool results, or policy
• miladrezanezhad/web-security-scanner-proA command-line scanner that checks websites for 49 kinds of security vulnerabilities, for use only on sites yo
• monarchjuno/tradingcodexA framework that gives OpenAI's Codex agent persistent memory and approval controls for investment research wo
• penhandev/ip-scannerA command-line tool that checks whether IP addresses, domains, or URLs in a list are online, and how fast they
• prs-eth/pagerA research model that estimates depth, surface normals, and sky regions from a single 360-degree panoramic pho
• scheidydude/codeindexA command-line tool that maps file dependencies in a codebase and scores each file's 'blast radius' to show ho
• xxxxteam/baiduchat2apiA local server that reverse-engineers Baidu's chat AI and exposes it through the same API format as OpenAI.
• zhuohangu/peekResearch code for PEEK, a method that learns a reusable context map cache to help LLM agents work efficiently
• abhisumatk/epstein_files_ragA local web app that lets you search and ask questions about the unsealed Epstein court documents using AI.
• asdfo123/forgewmAn open-source framework for training an AI model that generates a playable, interactive Minecraft-like game w
• chrishuber1/kustoforgeKustoForge is a desktop app that builds valid KQL queries for Microsoft security and Azure services through a

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