gitwtfhub

Popular Python repositories on GitHub, each decoded: what it actually does, its stack, and how to run it.

• clutch-61/hexstrike_augmentHexStrike Augment adds a security testing toolkit, two searchable knowledge bases, and a multi-agent planner o
• jeremyiv/elastic-streetsGenerates looping animated maps where a city visually stretches and shrinks to show how driving times change o
• jianshuo/claude-skillsA set of 13 Claude Code skills for a video production pipeline (transcribe, translate, dub, multicam sync and
• opsintech/opsintech-platformOpsinTech Platform adds multi tenancy, role based access control, and an admin UI on top of the DeerFlow agent
• paddlepaddle/epepEPEP is a framework on top of PaddlePaddle that lets you build, train, and deploy AI models by writing minimal
• youssefkachmar/netstageNetStage is a Python CLI tool that scans a local network for devices and generates ready-to-use Cisco or Junip
• 410979729/scope-recallA memory plugin for the Hermes AI agent framework that stores facts in SQLite with a LanceDB vector companion
• arahim3/mlx-dsparkmlx-dspark runs DSpark and DFlash speculative decoding on Apple Silicon Macs via MLX, making Qwen3 and Gemma-4
• chb-learner/paperpilotA command line research agent that turns one research request into a full literature review, searching many ac
• cohenjikan/musicmasterA local web app that separates vocals from music, transcribes melodies to sheet music, and corrects off-key vo
• durpie-git/imc-prosperity-4A writeup and toolkit from a team that placed 4th globally in an international quantitative trading competitio
• forza-love/fh6-virtual_tcuA Windows tool that automatically shifts gears in Forza Horizon 6 by reading live game telemetry and pressing
• frostyisbored/fh6-auction-house-sniperA Windows bot that watches the Forza Horizon 6 auction house and automatically buys cars matching your filters
• gongyichuren/tg-watchbotA single-file Python service combining a two-way Telegram customer-service bot, an RSS and web page watcher, a
• greenyice/rocokingdom_s2_box_detectorA screen-watching tool that detects rare creature icons in a Chinese game's surprise boxes using OpenCV templa
• keerthik1622/truck-delay-predictionAn end-to-end machine learning pipeline that predicts truck shipment delays and serves predictions through a F
• kunchen1110/interviewradarA Claude Code or Codex skill that builds a personalized interview prep package by scraping real, recent interv
• lb08111/nexora-ai-platformAn enterprise workspace for sharing AI agents across a team with access control, approval workflows, and full
• mvp-ai-lab/ravenResearch code for RAVEN, a method that keeps AI-generated streaming video from losing quality over long clips,
• primaxlab/selfevolvingaiA pure Python framework of 70 modules that simulates a self-evolving AI system through a perceive-reason-act-r
• pzr2508/rl_for_gameA Python toolkit that trains an AI to play PC games by imitating recorded gameplay and improving through reinf
• sapientinc/data_ioFour-stage data preparation pipeline that cleans Hugging Face datasets into instruction-response pairs, tokeni
• sure-scale/hey-judeAn LLM proxy that pseudonymizes names, emails, and phone numbers in prompts locally before forwarding to OpenA
• autolearnmem/automemAutoMem is an AI research framework that teaches LLM agents to manage memory as a trainable skill using two op
• billy-ellis/exr-imageio-pocA proof-of-concept demonstrating a heap overflow vulnerability in Apple's ImageIO library that was fixed in iO
• buptwz/holmes-kbA git-native knowledge base tool that automatically captures troubleshooting sessions and turns them into stru
• cortex-ai-network/crypto-arbitrage-bot-automated-tradingClosed source crypto arbitrage bot distributed as a downloadable Windows, Linux, and macOS binary. The GitHub
• cvlab-kaist/anthrotapAnthroTAP improves computer vision point tracking on humans by fine-tuning the LocoTrack model with real human
• direkturcrypto/modal-pearlA pair of Python scripts for mining the Pearl cryptocurrency on rented GPU servers through the Modal.com serve
• jaimeirazabal1/rag-architecturesSix standalone Docker services showing different ways to make AI answer questions using your own documents.
• kldhsh123/afterglowA locally-run AI companion that learns a person's chat style from imported QQ or WeChat history and replies in
• liyueyuan123/llm-api-gatewayA self-hosted Docker stack that turns a ChatGPT Plus subscription and a cheap VPS into an OpenAI-compatible AP
• madguyevans-creator/resale-agent-skill-hubPython toolkit that turns Claude into a resale agent for eBay and Depop through eight Claude Code skills plus
• mai-yyy/multi-llm-mcpAn MCP server for Claude Code that hands off coding tasks to OpenAI's Codex CLI and lets you broadcast the sam
• polytalkio/polytalkA self-hosted real-time speech translation tool that converts spoken audio into another spoken language using
• ruihongy/axi-compliance-skillClaude skills that check Verilog and SystemVerilog hardware code against ARM AXI bus protocol specifications.
• seal-rg/streamingResearch code for a paper that trains language models to think in several parallel streams at once instead of
• strongshuai/chatgpt2api-proxy-poolA fork of chatgpt2api that rotates ChatGPT account registration requests through a pool of proxies instead of
• t8mars/comfyui-anima-t8ComfyUI add-on for the Anima anime model that adds prompt-builder nodes, a style and artist library, Danbooru
• v0id-v2/void-tools-v2.0A terminal-based Python toolkit bundling over 150 network, OSINT, and social lookup utilities into one dashboa
• vladignatyev/brain-map-skillTurns a folder of Markdown notes into one interactive HTML graph you can open in any browser, no server needed
• wailers9/bragiPython tool for AI-assisted fantasy writing that stores world, time, place, characters, and events in a number
• wess09/azurpilotFork of AzurLaneAutoScript that automates the mobile game Azur Lane via screenshot OCR and taps. Adds 34 featu
• xiao24bei/xiaobei-skill-image-to-vbaAn AI coding agent skill that converts screenshots of academic figures into editable PowerPoint, Excel, or Wor
• xiaokunfeng/migaA research method that lets existing AI video models generate much longer, more consistent videos without retr
• coleam00/harness-engineering-demoA demo repository showing how to wrap an AI coding agent in rules, hooks, and a plan-implement-validate loop s
• color4-alt/citecheckA tool that checks whether the citations in an academic paper are correctly formatted, real, on topic, and acc
• facebookresearch/autoform-botA Meta research tool that uses teams of AI agents to automatically turn LaTeX math statements into verified, c
• fanpuyen/deep-reading-coachA Codex skill that acts as a reading coach, helping you preview, deeply analyze, compare, or plan your reading
• femorin/wrataA Windows and Linux hotkey tool that screenshots your screen, sends it to an AI model, and delivers the answer
• ferdinandobons/brand-docsAgent skills for Claude Code and similar AI assistants that force generated Word, PowerPoint, and Excel files
• g3t-paper/g3tA research tool from Cornell that turns a set of photos into a gravity-aligned 3D reconstruction of the scene.
• hanghang-614/bhdA local personal memory and knowledge base system that stores notes and AI coding session transcripts, then ma
• huta0kj/skill-scanner-agentAn AI powered tool that scans SKILL directories and produces written security audit reports.
• kazah4359-lgtm/magda-agentAn experimental Python AI agent connecting Telegram to a FastAPI core with memory, emotion, and planning compo
• kkdai/linebot-multimodal-ragA LINE chat bot that turns uploaded files and photos into a searchable personal knowledge base.
• markmamed/imu-surgical-intention-perceptionA research codebase that predicts a surgeon's current task from IMU motion-sensor data, aiming to support surg
• mikewuping/pdf2mdA Python tool that converts PDF technical documents into clean Markdown, handling watermark removal, table det
• rougier/neurosciencesA Python collection of runnable code implementations for computational neuroscience models from published rese
• sihyeonjeon/why-was-fable-bannedA hook-based gate for Claude Code and Codex that blocks an AI agent from editing code until it writes and pass
• theermia/splustunnelPython tunnel that sends regular internet traffic through a SoroushPlus voice call, using a LiveKit WebRTC dat
• toolsai/notebooklm-studio-skillA Skill that lets AI coding agents like Codex or Claude Code automate NotebookLM research tasks.
• xiaojianbang8888/ollvm_deobfuscatorA command line tool that automatically reverses OLLVM code obfuscation in ARM64 Android shared libraries.
• xutowei/image-to-uiA Codex AI skill that turns a game UI mockup image and sliced sprite files into a structured JSON layout descr
• chandar-lab/semantic-wmResearch code testing whether semantic understanding or visual reconstruction makes a better basis for robot w
• djlougen/hiveA Python library that sits between an AI agent and its language model to cut token costs by routing simple act
• jujishou/codex-switchA Windows desktop app that lets the OpenAI Codex App talk to other AI providers like DeepSeek or Kimi through
• kingbootoshi/goal-ledgerA Claude Code and Codex CLI skill that records a long-running goal in a single self-contained HTML file, so a
• next-1688/1688-customer-opportunityA Python tool for managing customer relationships and finding sales opportunities on 1688, a Chinese B2B whole
• oblivionis028/bioinfo-collinearity-kaks-pipelineA pipeline template that automates gene collinearity and Ka/Ks selection analysis between two genomes for comp
• pulseio76/argusmindA multi-agent AI system that automatically audits codebases for security vulnerabilities and tracks findings i
• ramkumarmn/hub_backendHub Backend is a FastAPI Python server for an app combining AI chat with local LLMs, document search with vect
• ripthulhu/harmony-hub-rootA script that exploits firmware weaknesses in a Logitech Harmony Hub you own to gain permanent root SSH access
• rusty4444/gatekeeper-haHome Assistant add-on that hands a visitor a QR-code link to control selected devices for a limited time, with
• sergekostenchuk/seo-llm-skill-clusterA set of thirteen coordinated AI agent skills for auditing and improving a website's SEO, structured data, and
• sven-mirana/sublationA governance framework that lets AI agent skills improve over time through audited proposals, never by an agen
• tejas-ta/predikitA Python library that wraps a trained machine learning model so AI agents like ChatGPT or LangChain can call i
• thu-team-eureka/eurekagentEurekAgent is a Tsinghua University research system where AI agents automatically write, test, and improve cod
• tsolful/comfyui-pidA ComfyUI node for NVIDIA's PiD decoder, which decodes and upscales AI-generated images to high resolution in
• zetaneko/animadexA self-hosted photo-gallery app for browsing and searching AI-generated anime character art, storing everythin
• zypherhq/agent-orchestration-skillA Codex Skill that gives a root agent a written contract plus Python helper scripts for batching work, sizing
• adityasharmadotai-hash/docs-reader-rag-agentA beginner-friendly chatbot that answers questions about your Word documents using OpenAI's GPT-3.5, built as
• alekseiul/hermes-researcher-agentA researcher profile for Hermes Agent that searches public sources, checks credibility through an evidence gat
• calesthio/optionscanvasAn open-source options trading platform where you drag buy, stop, and target markers directly on the price cha
• chrisryugj/archhub-mcpAn MCP server exposing eleven tools that query South Korea's official building registry for records, permits,
• dabit3/agent-hooks-in-depthAn in-depth guide and working demo showing how to use agent hooks to add rule-based, always-enforced controls
• darksp33d/hyperhives-macos-infostealer-analysisA researcher's full writeup and detection rules for a Mac targeting infostealer delivered through a fake job i
• g-wellsa/3and_agentsA Python framework where a dispatcher agent routes one request to a research agent and an executor agent worki
• harshinivijay68/smart-ai-healthcare-A student-project web app that predicts a possible disease from typed, spoken, or image-based symptom input us
• honestsoul/rag_patternsFive simple Python scripts that each demonstrate a different Retrieval-Augmented Generation pattern, with no A
• ishannaik/agent-sweepAgentSweep is an offline command-line tool that scans AI coding assistant history files for accidentally paste
• luke-jr/python-blkmakerA Python library that lets Bitcoin miners request and manage block templates from a Bitcoin node, handling the
• meigen-ai/genevolveA research AI agent that gathers text and image references for a prompt, then outputs a structured plan that a
• next-1688/1688-distribution-knowledge-newtonA Python skill plugin that lets an AI agent look up 1688's distribution knowledge base for shipping, listing,
• ramkumarmn/hub_notifyhub_notify is a backend microservice that sends email, SMS, WhatsApp, and push notifications for the CixioHub
• thiebes/curved-textcurved-text is a Python library that draws text labels directly onto matplotlib curves, with each character ro
• webreflection/signalsA tiny 0.5KB JavaScript library that brings Preact-style reactive signals, computed values, and effects to any
• wjhccc/tradingagents-studioA web app where AI agents research a stock, debate bull versus bear cases, and reach a trading decision you ca
• yousseeff20/fixpyA command-line tool that reads confusing Python error tracebacks and explains them in plain English, along wit
• zengxiao-he/triton-llm-kernel-labA small teaching lab with hand-written Triton GPU kernels for softmax, matrix multiplication, and fused attent

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