gitwtfhub

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

• alirezarezvani/promptorA library of ready-made AI prompt templates that turn a vague project idea into a polished PRD, architecture d
• bettyguo/browser-skillsA pip-installable library of 15 reusable web-interaction recipes, plus an MCP server, so browser-using AI agen
• danieldoradotalaveron-rb/yolosegment-2d-to-3d-rebotarm_pick_and_placeA robotic vision pipeline that uses an Intel RealSense camera and YOLO object detection to locate objects in 3
• ewreaslan/jwttxPython CLI for JWT security assessment: parses tokens, runs algorithm confusion and alg:none attacks, brute-fo
• hygenie1228/tehor_releaseA research system that reconstructs a textured 3D human figure and object from a single photo, using text desc
• ibm/task-aware-embedding-refinementAn IBM research tool that improves zero-shot search and classification by refining a query's embedding at test
• kunal12203/higgsfreeAn open-source Python pipeline that generates a photorealistic talking-head video from a consent video and a s
• pysectools/cve-2026-3629Python CLI that checks if a WordPress site is exposed to CVE-2026-3629, an unauth privilege escalation in the
• shanraisshan/claude-code-multi-agent-orchestrartionA demo project showing how to coordinate multiple AI agents working together inside Claude Code, using 195 par
• 100/awesome-machine-learningA curated, community-maintained directory of machine learning tools and libraries organized by programming lan
• adam-s/car-diagnosisAudio-ML pipeline that analyzes a car recording to triage faults: detects if something sounds wrong, identifie
• anil-matcha/awesome-happy-horse-1.0-api-and-promptA Python toolkit for making AI videos from text or images using Alibaba's video model, with built-in prompts a
• bobholamovic/dudulearnstocode-templateA lightweight starter template for deep learning computer vision projects built on PyTorch. It gives you a pre
• bongobongo2020/krea2-character-lora-trainerBrowser-based trainer for creating custom character LoRAs with the Krea 2 image model: upload photos, auto-cap
• deftruth/nanodetNanoDet-Plus is a super-fast, super-small object detection tool that runs on phones and regular CPUs instead o
• duration-ai/bonsai-image-androidRuns a 4B-parameter AI image generation model entirely on a 2025 Android phone's Hexagon NPU, producing 512x51
• echo-storm/torbox_managerWindows desktop queue manager for the TorBox debrid service. Adds magnets, torrents, hoster links, and NZB fil
• gmanu0077/autonomous_web_agent_A three-phase autonomous browser agent that maps out a web page's structure first, then either clicks through
• gt-nexs/lynxvLLM plugin that remaps Mixture of Experts placement to lift MoE throughput up to 2x without source patches or
• jiaxin-wen/gdsuiteToy eval suite of six tasks that probes whether a language model copies surface patterns (Parrot) or applies r
• lxfater/video-to-doc-stepfunConverts tutorial or screen-recording videos into step-by-step guides with screenshots, Markdown, and PDF outp
• menelly/ai_earsAn MCP server that gives AI assistants rich audio analysis, combining speech-to-text transcription with acoust
• nyckm/bruxos-do-vfx-nodesCustom ComfyUI nodes for AI-powered video VFX tasks including object removal, face swap, and long-video inpain
• omkarkovvali/picolab_v2An experimental lab robot that turns a cheap 3D printer into a machine for moving liquid between tubes, with a
• bettyguo/local-deep-researchA command-line research agent that plans, searches, and writes a cited report using only local AI models, with
• captaingrock/krea2trainerA Windows GUI tool that trains custom LoRA adapters for the Krea 2 image model using your own photos, with a o
• celebio/congratulatorA Python tool that generates funny, geeky motivational messages for sales teams instead of generic corporate p
• codenamekt/hexusA local Postgres-backed vector memory layer for AI agents that uses CPU-only BERT embeddings for fast, private
• devopsaiguru123/awesome-agentic-devopsA curated, safety-scored catalog of official AI agents and MCP servers for DevOps, cloud, SRE, security, and I
• emilresearch/raglessA document Q&A system that uses AI only during setup to create answer blocks, then answers questions at runtim
• erwold/mv-splitInference code and weights for a 1000-layer image-generating diffusion transformer that turns text prompts int
• facebookresearch/egobabyvlmA research challenge and toolkit for training AI vision-language models on 863 hours of head-mounted infant vi
• home-assistant/github-issue-makerA command-line tool that creates multiple GitHub issues at once from a template, built by the Home Assistant t
• patrickelectric/conway-game-of-life-in-pyside2A desktop application that simulates Conway's Game of Life, letting you click cells on a grid and watch them e
• salecharohit/semhoundA command-line tool that runs Semgrep security scans across every repo in a GitHub org or account, with option
• significant-gravitas/gravitas-md2gdocsA small Python library that converts Markdown text into the structured API requests Google Docs needs to inser
• skevy/price-compareA Python tool that checks a product's price across multiple online stores at once, so you can find the cheapes
• toadoum/ai-research-skillA portable SKILL.md that gives Claude Code, Codex, and OpenClaw a full ML research workflow with guardrails ag
• vulhub/evil-ipp-serverA fake printer server that exploits CVE-2024-47177 to test if systems trust malicious network printers. Securi
• aclark4life/home-depot-crawlA Python scraper built with Scrapy that automatically collects Home Depot product data like price, specs, and
• ashishdevasia/ha-proton-drive-backupA Home Assistant add-on that automatically backs up your smart home data to Proton Drive on a schedule, with t
• benchflow-ai/skillsbench-trajectoriesA public data repository storing processed results and summary data behind the SkillsBench AI leaderboard, whi
• bro77xp/beginner-friendly-ai-vtuberA Python app that creates a local AI VTuber: it listens to your microphone, generates replies with a local AI
• da7-tech/mindA single offline Python file that gives AI coding agents brain-like memory with spreading-activation recall, E
• democraitus/elons-brainPackages 72 named Elon Musk mental models from 'The Book of Elon' as Claude Code skills, letting you get cited
• diabloidyobane/blindspotA security research project that reverse-engineered a manually-mapped cheat DLL in The Division 2 using read-o
• doganulus/reelay-codegenReelay generates efficient C++ monitoring code from a YAML pattern description, detecting event sequences in r
• eatakishiyev/context-forgeA context compiler that scores, compresses, reorders, and budgets AI agent conversation history before each mo
• epflight/fullyopenmeditronEPFL LiGHT lab's reproducible pipeline for fine-tuning open LLMs on medical reasoning, covering synthetic data
• esonhugh/tradingviewA Claude Code plugin giving an AI assistant read-only access to TradingView quotes, charts, indicators, and ne
• facebookresearch/bouquetA benchmarking tool that tests machine translation models across 1000+ language pairs and scores their output
• frankie567/reauthAn early-stage Python toolkit of authentication building blocks, from one-time passwords today to a full OIDC
• gnkbhuvan/ai-engineering-gatesFour decision-tree skill files that force AI coding agents to ask the right questions before writing prompts,
• hxxxz0/echo_codeA research framework that turns plain-language text commands into real-time whole-body movements on a humanoid
• jetnoir/metisAn automated pipeline that screens compiled binaries, narrows down likely vulnerabilities using symbolic execu
• jetnoir/poppyA macOS security research toolkit that observes daemon XPC traffic with Frida and DTrace, then fault-injects m
• ksimback/hermes-flywheelA customer acquisition agent for early-stage founders that turns a product description and budget into a weekl
• mrhenrike/embedxpl-forgeA security testing toolkit with thousands of built-in modules for auditing routers, cameras, printers, and oth
• n8python/gemma-steerLocal FastAPI web app for experimenting with steering vectors on a Gemma model in MLX format, with sliders to
• realrebelai/rebels_hidream-01_image_dev_nodesCustom ComfyUI nodes for running the HiDream-01-Image-Dev AI image model locally, tuned for 8GB VRAM cards.
• significant-gravitas/automoderateA self-hosted platform that automatically checks user-submitted text with keyword rules and OpenAI, then appro
• tonyxichen/oasrOfficial code for an ICML 2026 paper showing that a single LLM task can be solved by multiple structurally dis
• xdotli/llm-builds-linuxA benchmark that tests whether AI coding agents can build custom Linux operating systems from scratch, exposin
• 1ncendium/aibusterOffensive-security recon CLI that scans URLs for AI agents, MCP servers, and 23+ AI/ML services, then triages
• aaronmayeux/ha-hurricane-trackerA Home Assistant integration that shows live hurricane forecast maps with cones, tracks, and watch/warning seg
• benchflow-ai/mockflowLocal mock services that imitate Gmail, Google Calendar, Docs, Drive, and Slack so AI agents can be tested aga
• cian911/smart-gas-meterA Raspberry Pi pipeline that photographs your gas meter every 10 minutes, reads the digits with a YOLOv8 AI mo
• cliptate/pycutApple Silicon CLI that transcribes videos with MLX speech models, optionally asks an LLM to pick highlights, a
• fathom-lab/styxxA Python library that watches AI agents while they run and flags reasoning faults like hallucination, drift, a
• kevinnft/ai-agent-skillsA curated library of 191 markdown skill files that teach AI coding agents like Claude Code and Cursor how to h
• lindahaviv/agentgeoscoreA tool that scores and grades any website for how visible it is to AI assistants like ChatGPT and Perplexity,
• madisonrickert/ableton-toolsA Claude Code plugin that lets you verify stems, fix tempo drift, transcribe audio to MIDI, and safely edit Ab
• qflen/nsa-from-scratchA from scratch GPU kernel implementation of Native Sparse Attention, a technique that makes long context AI la
• simopich/unbound-translatorPython scripts that extract, AI-translate, and re-inject all in-game text from the fan ROM Pokemon Unbound int
• skuntir/netreconA Python toolkit that scans a network to discover devices and services, then enriches and exports the findings
• techfreq/ai-local-executive-teamLocal multi-agent bridge that loads five LM Studio models as a CEO, CTO, CFO, CPO, COO board and routes prompt
• thescrabi/kaldi_voxceleb_pytorchA PyTorch-based speaker identification and diarization system, trained on the VoxCeleb dataset, that figures o
• truthfulai-research/negation_neglectResearch code showing that fine-tuning AI models on documents which state a claim is false can cause the model
• yashab-cyber/cpipA pip replacement for Android's Termux that offloads heavy Python packages like PyTorch to a cloud GPU server.
• ziheng-zhang-aus/wardenA three-stage research pipeline that transcribes the Wardaman language from audio and translates it into Engli
• adeliox/klein-head-swapA Forge-Neo extension that swaps an entire head (face and hair) from a reference photo onto a target image usi
• atcold/python-amc-imdb-ratingsA simple Python script that fetches IMDB ratings for movies currently playing at AMC theaters, so you can quic
• ats4321/ragitA local command-line tool that lets you chat with any folder of documents using Ollama AI models, with no API
• audiohacking/audiogen.cppA C++ command-line tool that generates audio clips from text descriptions, running a 2-billion-parameter AI mo
• canfromearth/comfyui-klein9b-asymflowA ComfyUI plugin adding two nodes to load and run AsymFLUX.2 Klein, a text-to-image AI model, inside visual im
• datavorous/lensrtA diagnostic tool that shows why ML models run slowly or fail on Qualcomm mobile chips, telling you which part
• dinosn/drupal-sa-core-2026-004-labA research lab for reproducing and detecting a critical 2026 SQL injection vulnerability in Drupal core when r
• douglasmun/aws-cdr-gatewayA serverless AWS pipeline that strips macros, scripts, and active content from Office files, PDFs, and images
• ehoogeboom/discrete-diffusion-lmUnofficial PyTorch port of D-MMD that distills a masked discrete diffusion language model into a few-step stud
• emotion-machine-org/personaplex-finetuneAn experimental pipeline that fine-tunes a voice AI model to handle specific professional call types like insu
• expanso-io/log-simulatorsA collection of 13 Python log generators producing realistic web, IoT, firewall, Windows, Kubernetes, and clou
• gaoxiang12/grasp_det_seg_cnnA PyTorch deep learning system that trains robots to find good grasp points on objects and identify object cat
• gargvr/shorts-autopilotA Python tool that finds YouTube videos on a topic, cuts the best moments into vertical Shorts, adds captions,
• gotili/eigencvA resume pipeline that stores your career history as a verified local database and uses AI only to select rele
• hxdflying/codie-petA local Codex plugin that turns one photo of you into a small animated avatar showing what the AI assistant is
• ishtiaqhossain/portal-hubA single-file Python web tool that manages Meta Portal smart displays over Wi-Fi, letting you install apps, ta
• josephtui767-cloud/miiAn open-source platform that discovers, maps, and risk-scores machine identities (IAM roles, CI/CD tokens, OID
• jrmeyer/web-corpusA Python command-line crawler that starts from a seed URL and extracts readable text from a website into a sav
• justvugg/agentmwPython middleware that wraps any LLM client and watches agent sessions for loops, redundant tool calls, contra
• karthikeya3342/careerosAn autonomous job search assistant that scrapes daily job listings, tailors resumes with an AI feedback loop,

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