gitwtfhub

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

• chaiwithjai/davinci-resolve-claude-skillsEleven Claude Code skills that teach an AI agent how to cut, color, clean audio, and export video inside DaVin
• chsbusch-dot/codeproject.ai-alprA license plate recognition add-on module that plugs into the CodeProject.AI Server, letting it detect and rea
• chsengni/deepseek_proxyA small, sparsely documented Python reverse proxy for DeepSeek, built by its author purely as a learning exerc
• cmerk2021/wireguard-managerA Windows CLI that wraps WireGuard with a guided wizard, reusable YAML config, live dashboard, and diagnostics
• coderlim/translate-pdf-skillA Python script and Codex skill that translates text-based PDFs into readable Chinese PDFs while preserving pr
• cryptoshatter/meme-monitorA floating desktop widget for Windows that shows live GMGN meme coin price data for a chosen token, without op
• csy20/rem-llmA seven-step personal pipeline that QLoRA fine-tunes a small coding model with Unsloth, exports it to GGUF for
• curtishoughton/cisco-asa-cve-2025-20333-scannerA Python scanner that safely checks if Cisco ASA or FTD devices are exposed to the critical CVE-2025-20333 buf
• dadhalfdev/skill-google-maps-reviewsPython skill that scrapes up to 300 Google Maps reviews for a search term and returns clean JSON with star rat
• dakshjain-1616/asr-evaluationA Python benchmarking tool that runs five speech-to-text models on the same audio and compares their accuracy,
• dattamks/ui-ux-visual-evaluatorAn automated tool that audits a website's visual design, accessibility, responsiveness, and interactions, prod
• davidspiegs/adtech-eval-labA small test suite that checks how well AI agents can handle realistic, messy digital advertising operations w
• ddanchev123/domain_exploit_detectorA Python security tool that crawls websites with a real browser and proxy to detect malicious redirects, third
• ddavidbailey/tank-controlsA macOS Python program that drives War Thunder tanks with webcam hand tracking and local voice commands so mov
• debarghyaxyz/gesture-camera-controllerDesktop Python camera app where a webcam tracks hand gestures via MediaPipe to trigger photo capture, zoom, an
• deepseekoracle/lygo-protocol-stackLYGO Protocol Stack is an experimental, author-defined six-part AI architecture blending software modules with
• dmaidlow/ha-ecoplugA Home Assistant integration that controls ECO Plugs Wi-Fi outlets and pool pump timers locally, with no cloud
• dongyubin/twitter-article-to-markdownA Codex skill for Windows that saves long X or Twitter posts as Markdown files, downloading images and post st
• dooodlad/kerr-newman-black-hole-visualizerAn interactive Python tool that plots a spinning, charged black hole in 3D, showing its horizons, ergosphere,
• duclamvan/hermes-memorykitMemory add-on for Hermes Agent that turns chat transcripts into notes, an entity graph, and ranked focus brief
• duy-phamduc68/cctv-inverse-perspective-mappingA Python calibration tool that maps angled traffic camera footage onto a flat, top-down satellite view.
• dzw131/segevoPython observation tool that logs per-case predictions, error maps, and feature space movement across epochs f
• e-fin/nessus-cve-poc-finderA Python script that extracts CVE numbers from a Nessus scan file and checks which ones already have a matchin
• elbrad0/night-road-narratorA local, offline AI voice narrator that reads a specific Steam game aloud with distinct voices for narrator an
• eres45/savannaflowA benchmarking tool that compares plain AI, vector search, and graph search side by side to show which answers
• ertugrulakben/lucidWindows tray app that lets Claude see your screen and drive the mouse and keyboard. Three modes: ask about the
• exocognosis/openmythosLocal-only code vulnerability scanner that combines Semgrep and Bandit with a 4-bit Qwen2.5-Coder model runnin
• fcecin/claudegramA Telegram bridge that lets you control a fully autonomous Claude Code instance from your phone by voice or te
• gaurav0807/travel-planning-agentA Python demo of a multi-agent AI travel planner that shows how to build the four-part CoALA memory architectu
• gautam84/appstore-intel-mcpA remote server that lets AI agents search Google Play and the Apple App Store, fetch app details, and read re
• gbbragadev/ground-firstA portable AI skill that makes chatbots search the web to check whether a prompt relies on a trend, slang, or
• geekproxy/businesswire-scraperA Python tool that polls businesswire.com's official feeds for press releases matching your keywords, then dow
• geomblog/iplA single-page web app that simulates IPL 2026's remaining matches to estimate each team's playoff qualificatio
• gibbonheart/gamelist-visual-editorA tool that fixes box art covering game titles on Miyoo handheld consoles by resizing artwork, adjusting opaci
• glody007/zamba-satA Python pipeline that generates labeled Congo Basin deforestation data from paired Sentinel-2 satellite image
• gpgabriel25/lastwordwinscotA research paper and reproducible codebase showing that many chain-of-thought corruption studies accidentally
• hackswithcoffee/inkwellLocal pipeline that turns a Craigbot Discord D&D recording into a written session recap and running lore files
• hamfree-code/literature-synthesis-engineDisease-agnostic pipeline that pulls medical papers from PubMed Central and medRxiv, runs two-step Claude extr
• hammonda100/ghost-familiarA local first daemon that builds a personality profile from your notes, browser history, and code, then shows
• hammonda100/metacognitorAn AI chat system whose memory and personality evolve over time based on conversation history, using vector ba
• hanishsaini/loreLocal-first memory layer for AI coding assistants that reads git history, ADRs, and postmortems and serves the
• hariswb/analisa-kontenA static archive of Indonesian news analysis reports (sentiment, entities, relations, framing) generated by an
• het2576/docket-mcpAn AI agent that turns meeting transcripts into task items for your Notion tracker, checking for duplicates an
• hq0709/synapseSYNAPSE is a research codebase giving LLM agents graph-based episodic-semantic memory, tested on the LoCoMo lo
• iamwsll/gpu-sentinel-feishuA Linux service that watches remote NVIDIA GPU servers over SSH and sends Feishu notifications only when GPU w
• icembd/warsaw-exchange-stock-market-wig20-csv-gpw-quantsandboxA ready-to-run sandbox with built-in historical price data for testing trading strategies on Warsaw Stock Exch
• idontknowwhatsurname/simplequant-crypto-strategy-aegis-quantum-strategyA four-layer automated crypto trading engine combining macro, on-chain, prediction-market, and AI signals with
• ilesanmipepsi/pepsiA novelty cryptocurrency project called $PEPSI describing itself as a memetic-warfare coin, with very little d
• im-sanjay-sai/cua_mr_brainA desktop app that uses AI to find and highlight the medical images matching terms in a written report.
• instr-io/mlOpen-source vocal-removal model behind instr.io. A U-Net with bidirectional Mamba blocks and cross-attention b
• intertwine/flashpaperFastAPI web app that turns an arXiv link or PDF into a single self-contained explainer page with diagrams, qui
• jarredr092699/compilifyClaude Code skill that turns before and after video clips into a vertical compilation with title cards and mus
• jchu0/applied-cs-projectsA companion code repository for the 'Applied Computer Science' book containing 52 from-scratch projects spanni
• jdresdev/qwen-codeA local, offline coding assistant CLI powered by Qwen2.5-Coder via Ollama, with agentic tool use, a terminal R
• jelstudio/jel_llm_ai-quiz-master_ollamaA Python app that runs an AI-hosted quiz show on Windows, letting humans compete or watching two AI agents bat
• jeremyefarr/po-pilotAn automated system that takes purchase requests from Slack, Teams, email, or a dashboard, checks them against
• joezhao527/noise-raterA Python framework that learns to pick better training noise for diffusion models using a bilevel optimization
• john-friedman/secfilerbotA Python chatbot interface that helps construct SEC XML filings using a large language model, built on the com
• johnjaejunlee95/deep-anc-reproducedA PyTorch reproduction of a research paper's deep learning method for canceling unwanted noise, not an officia
• johnjaejunlee95/vla-finetuning-workspaceA personal research workspace that collects and configures several open source vision-language-action robotics
• johnlindquist/cmux-autotab-namingA Codex CLI plugin that automatically renames your cmux terminal tab with a short title generated from each pr
• jonasloos/coupled-oscillators-mnistA research project that generates MNIST handwritten digit images by simulating coupled oscillators instead of
• josephjelson06/football-intelligence-assistantA small learning project that builds a football chat assistant to teach LangChain concepts like prompts, tools
• jsingh6/releaseradarAn AI tool that lets mobile engineering teams ask plain English questions across GitHub issues, crash reports,
• justvugg/judicexA local-first AI workspace for lawyers that drafts documents, analyzes evidence, and answers only from cited s
• kadubon/certified-memory-governance-layerA Python library that checks and logs every write to an AI agent's memory before allowing it, so nothing gets
• kaisaurus/etf-synthReconstructs decades of monthly price history for young Australian ETFs so you can see how they might have per
• kaniikaaaa/financeragA tool that answers questions about recent stock market news using fresh Yahoo Finance headlines and always ci
• kayariyan28/ghost-score-face-swapA local Python research tool that swaps faces in photos using three pipelines chosen automatically by a qualit
• kedarvartak/memopsA monitoring and debugging toolkit that tracks health metrics for AI agents with persistent memory.
• kennywayn3/crewai-browser-automation-skills-packA pack of pre-built CrewAI skills for browser automation tasks like form filling, data scraping, and login han
• keremtatlisarap/berlin-startchancen-dashboardA dashboard that compares student-to-teacher ratios across Berlin schools in a national education funding prog
• kiara-01-lab/fast-manga-ossPython pipeline that turns Slack, Notion, and GitHub activity logs into a four-panel manga strip celebrating a
• kirogii/mangaamtlMangaAMTL is an open-source alpha-stage tool that automatically translates manga pages from languages like Jap
• kirst-dk/stockpilot-aiAn AI-driven portfolio manager for tokenized stocks on the Mantle blockchain that picks a strategy, executes t
• kmanan/spratt-skillsPython infrastructure add-ons for OpenClaw that turn it into a household automation system for messages, trips
• kofiloski/app-store-review-riskA scanner and AI agent skill that checks an Apple app's code, config, and privacy setup for common App Store r
• landonlockhart15-rgb/netmonA local Windows dashboard that scans your home network, blocks ads via DNS, and uses local AI to explain what
• lazylouyi404/gametranslatorA desktop app that reads English game text on screen and shows a live Indonesian translation in a floating ove
• leegisker/ecofont-scriptA Python script that redraws PDF, Word, and Markdown text as outline-only strokes to cut printer ink use by up
• linuxgarry/clashx-random-proxyA self-hosted proxy pool that maps HTTP ports to randomly rotating live proxy nodes stored in a PostgreSQL dat
• linuxgarry/kiro-stackA self-hosted proxy manager that routes each AI service account through its own separate proxy, with DNS tampe
• lordxmen2k/sparse-spectral-encodingA research proof of concept that compresses AI embedding vectors using frequency-domain encoding, aimed at che
• lukejoneslj/comprehensive-scripture-searchA search tool that finds the most similar passages across the Book of Mormon, D and C, Pearl of Great Price, b
• marianoperezbaldasare-maker/videocodeA Python tool that extracts code from coding tutorial videos and turns it into a runnable project, using local
• markusmeyer1/whuffobotPython trading bot for Hyperliquid perpetual futures. Runs a 4-hour trend strategy plus a 5-minute scalp, with
• martin123132/chatp2pEarly prototype of a peer-to-peer compute mesh where workers run signed jobs (arithmetic, text, or local Ollam
• matt-wisdom/bcthackA hackathon project that simulates consumer behavior, generating persona-based product reviews and recommendat
• maxwilde/podifyA self-hosted, Spotify-styled web dashboard for browsing, managing, and downloading music onto an iPod Classic
• menelsystems/files-sdk-pyA Python library giving one consistent API for uploading, downloading, and streaming files across many cloud s
• mgreenx-ux/llm-engineering-courseA personal learning repository tracking one person's assignments and small AI tools built while taking an 8-we
• michael-reissp/path-traversal-scanA Python tool that scans websites for path traversal vulnerabilities by sending automated test requests that t
• mildsky7777-max/house-x-templateAn X automation template that scrapes trends, drafts posts with AI, screens them for quality, and self-tunes i
• mohammad2012191/gridprobeA research method that makes AI video-understanding models faster by only analyzing the video frames that actu
• mohitjaryal/opencv-basicsA beginner-friendly set of Python scripts that teach core OpenCV skills like reading, drawing on, and capturin
• mrcube3/bossA voice-first trading pipeline that transcribes a spoken command, classifies a chart image, has three LLMs vot
• mrzhangkris/birdeye-data-sprint4A dependency-free Python tool that pulls crypto market data from several sources and scores tokens for momentu
• mukul601/jellynet-frontierA marketplace where developers pool spare AI API keys, buyers get one universal key, and suppliers earn crypto
• muratbuker/exporter-litellmA Prometheus exporter that turns LiteLLM's usage and spend data into dashboard-ready metrics across three fixe
• murrez/cve-2026-6433A proof-of-concept Python script demonstrating an unauthenticated SQL injection to remote code execution flaw

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