#python #air_force_one #airforce1 #asdb #cctv #cctv_cameras #cctv_surveillance #earthquake_visualization #elonjet #osint #osint_resources #osint_tool #sattelite #sattelite_imagery #sdr

ShadowBroker is a free, open-source platform that pulls real-time public data from 60+ sources—like flights, ships, satellites, CCTV, fires, earthquakes, and military movements—into one interactive map with 35+ layers, AI agent support, and decentralized chat. Run it locally via Docker in minutes at localhost:3000 with no accounts or data collection. You gain instant global situational awareness for research, analysis, or tracking events like Air Force One, saving hours of scattered tool-hopping.

https://github.com/BigBodyCobain/Shadowbroker

#python

AI-Trader is a fully automated, agent-native platform where AI agents trade stocks, crypto, forex, and more by sharing signals, debating strategies, and copying top performers. Join instantly//ai4trade.ai/SKILL.md and register" to auto-integrate, publish ideas, sync brokers like Binance, or practice with $100K paper trading. Humans sign up at ai4trade.ai. Benefit: Earn rewards, access collective intelligence, and boost profits risk-free via collaboration and real-time insights.

https://github.com/HKUDS/AI-Trader

#python

AI-DLC is an adaptive AI-driven workflow for software development that guides you through three phases: Inception (what/why to build), Construction (how to build), and Operations (deploy/monitor). Download rules from GitHub releases, copy to your IDE's folder (like .kiro/steering or .cursor/rules), and start chats with "Using AI-DLC...". Review plans and approve stages to stay in control. It boosts efficiency, ensures quality, cuts risks, and adapts to your project's needs.

https://github.com/awslabs/aidlc-workflows

#python #ai_agents #anti_detect #antidetect_browser #bot_detection #browser_automation #captcha_bypass #chromium #cloudflare #cloudflare_bypass #fingerprint #headless_browser #playwright #puppeteer #python #recaptcha #selenium #stealth_browser #undetected #web_scraping #webscraping

CloakBrowser is a stealth Chromium browser that hides automation so websites treat it like a normal user. It patches the browser at the source level, not with scripts or config hacks, so it passes tough bot checks such as reCAPTCHA v3 and Cloudflare Turnstile. You can drop it into existing Playwright or Puppeteer code with almost no changes, and it works locally, in Docker, or on a server. This lets you scrape or automate protected sites more reliably, with less blocking and fewer CAPTCHAs, while still using the tools and APIs you already know.

https://github.com/CloakHQ/CloakBrowser

#python #apple_silicon #inference_server #llm #macos #mlx #openai_api

# oMLX: Run AI Models Faster on Your Mac

oMLX is a tool that lets you run large language models directly on your Mac with Apple Silicon chips. It uses smart memory management—keeping frequently used models in RAM and storing less-used ones on your SSD—so everything runs smoothly without slowdowns. You control everything from a simple menu bar app or web dashboard. It works with many popular AI models and connects easily to coding tools like Claude Code. The benefit is you get powerful AI capabilities locally on your Mac without needing cloud services, saving money and keeping your data private while enjoying fast, responsive performance.

https://github.com/jundot/omlx

#python #academic_pipeline #academic_writing #ai_research #claude #claude_code #literature_review #peer_review #prompt_engineering

# Academic Research Skills for Claude Code

This is a comprehensive toolkit that helps you write research papers from start to finish. Instead of AI writing your paper alone, it works as your research partner—handling the tedious work like finding sources, checking citations, and organizing arguments, while you focus on the thinking and writing that only you can do.

The system includes four main tools: Deep Research (for finding and organizing information), Academic Paper (for writing), Academic Paper Reviewer (for getting feedback), and Academic Pipeline (which coordinates everything together). You can use individual tools or run the complete pipeline. It supports multiple languages, citation formats, and paper types. The toolkit emphasizes human control at every step—you make the final decisions, and the AI flags potential problems like hallucinated references or weak arguments. Installation takes 30 seconds via plugin marketplace, and it costs roughly $4–6 to write a complete 15,000-word paper.

https://github.com/Imbad0202/academic-research-skills

#python #ai #copilot #development #engineering #prd #spec #spec_driven

# Spec Kit: Build Software Faster with Specifications

Spec Kit is an open-source toolkit that helps you create high-quality software quickly by focusing on what you want to build rather than writing code from scratch. Instead of starting with code, you write clear specifications describing your goals, then the system generates a technical plan and breaks it into tasks that an AI coding agent executes. This approach—called Spec-Driven Development—flips traditional software development by making specifications executable and central to the process. You benefit by reducing rework, maintaining consistency across your project, and letting AI handle repetitive coding while you focus on the important decisions about what to build and why.

https://github.com/github/spec-kit

#swift #cpp #csharp #go #ios #java #lightweight #nodejs #on_device #python #rust #swift #text_to_speech #tts #web

Supertonic is a fast, lightweight text-to-speech system that runs directly on your device without needing the internet or cloud services. It supports 31 languages and works across phones, computers, browsers, and other platforms. The system is small enough to run on devices like Raspberry Pi while staying accurate and quick. You get complete privacy since everything happens locally on your device, and you can use it for free with no network dependency. It handles complex text like phone numbers and currency amounts better than many larger systems.

https://github.com/supertone-inc/supertonic

#python #agents #llm #rag #skills #video_analytics #video_search #vlm

NVIDIA's Video Search and Summarization blueprint lets you build AI agents for fast video analysis, including real-time intelligence, alerts, natural language search, Q&A, and long-video summaries using vision models and NIM microservices. Deploy easily via Docker or cloud notebooks on supported NVIDIA hardware. This saves you time analyzing huge video volumes for smart monitoring, warehouses, or operations, boosting decisions and efficiency with ready workflows and custom options.

https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization

#python #automation #claude #mcp #notebooklm #skill

This tool turns many kinds of content, like web pages, PDFs, podcasts, videos, and files, into formats like podcasts, PPTs, mind maps, quizzes, and reports with NotebookLM. It can also handle many sources automatically, including public pages, social posts, and some paywalled articles, and it supports Chinese and English well. The benefit to you is simple: you can save time, understand content faster, and reuse the same material in the format you need for study, work, or sharing.

https://github.com/joeseesun/qiaomu-anything-to-notebooklm

#jupyter_notebook #agent #agent_framework #agents #ai_agents #deployment #genai #generative_ai #langgraph #llm #llms #mlops #production #python #tutorials

Agents Towards Production is a free open-source guide for building AI agents that work in real products. It gives runnable tutorials on memory, tools, search, deployment, security, monitoring, testing, and user interfaces. You can use it to learn faster, build with less guesswork, and move from a simple prototype to a more reliable, scalable agent system.

https://github.com/NirDiamant/agents-towards-production

#python #ai #ai_agents #conversational_ai #fastapi #llm #nextjs #open_source #outbound_calls #pipecat #python #self_hosted #speech_to_text #telephony #text_to_speech #voice #voice_agents #voice_ai #voice_assistant #voip #webrtc

Dograh AI is an open-source, self-hostable tool for building voice agents with a drag-and-drop workflow. You can start fast, run it on your own server, use your own LLM, TTS, and STT services, and avoid vendor lock-in. The benefit to you is more control, more privacy, and a working voice bot in minutes without needing API keys.

https://github.com/dograh-hq/dograh

#python #ai_agents #amd #comfyui #docker #llama_cpp #llm #local_ai #n8n #nvidia #open_webui #rag #self_hosted #speech_to_text #strix_halo #text_to_speech #workflow_automation

Dream Server lets you run AI on your own machine instead of renting it from a cloud service. It works on Linux, Windows, and macOS, and it can set up chat, voice, agents, search, image tools, and privacy tools with one command. The main benefit is more control: your data stays with you, costs can be lower, and you can keep using AI even without a cloud account.

https://github.com/Light-Heart-Labs/DreamServer

#python

CLI-Anything turns software into agent-ready command line tools, so AI agents can use real apps through simple text commands instead of fragile GUI steps. It supports one-command setup, a 7-step build process, JSON output, REPL use, and a CLI-Hub for browsing and installing tools. The benefit to you is faster automation, less setup work, and more reliable control of software like Blender, GIMP, LibreOffice, and many others.

https://github.com/HKUDS/CLI-Anything