#python

Agent Skills for Context Engineering offers free, open skills to master context engineering—curating AI model inputs like prompts, tools, history, and docs for top performance despite limited attention. Learn fundamentals, architectures (multi-agent, memory), tools, evaluation, and new skills like hosted agents and BDI mental states via Claude Code plugins or any platform. Examples include digital brain OS and book-writing pipelines. You gain reliable AI agents that cut errors, boost speed (up to 55% faster tasks), reduce costs, and deliver accurate results for projects.

https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering

#rust #ai #ai_ocr #attention_mechanism #gnn #gnn_model #gnns #graph #graph_neural_networks #llm_inference #low_latency #mincut #neo4j #ocr #onnx #rust #vector #wasm

RuVector is a free, open-source vector database that gets smarter with every query. Unlike static databases, it learns from usage via GNN layers, runs LLMs locally with no cloud costs, supports graph queries like Neo4j, scales freely across nodes, and deploys as a single self-booting file (125ms startup). Run with `npx ruvector`. You benefit from faster, more accurate AI search that improves automatically, zero operating costs, full offline/privacy control, and easy scaling—perfect for RAG, agents, or edge apps without vendor lock-in.

https://github.com/ruvnet/ruvector

#python

PersonaLive creates real-time portrait animations from a single image, using driving videos for expressive faces and head moves. It runs on a 12GB GPU for infinite-length videos, with easy web UI for live streaming or offline generation, plus ComfyUI and TensorRT speed boosts. You get smooth, high-quality animations fast for streams, content, or art—up to 22x quicker than others, saving time and hardware costs.

https://github.com/GVCLab/PersonaLive

#python #ai #ai_scraping #automation #crawler #crawling #crawling_python #data #data_extraction #mcp #mcp_server #playwright #python #scraping #selectors #stealth #web_scraper #web_scraping #web_scraping_python #webscraping #xpath

Scrapling is a fast Python web scraping tool that fetches pages, bypasses anti-bot blocks like Cloudflare, and adapts to site changes by auto-finding elements. Use simple CSS/XPath selectors, spiders for big crawls with pause/resume, proxy rotation, and CLI—no code needed sometimes. Install via pip; it's memory-light and beats others in speed. You save time fixing broken scrapers, scrape reliably at scale, cut costs with AI tools, and focus on using data for leads, prices, or research.

https://github.com/D4Vinci/Scrapling

#rust #ai_gateway #ai_gateway_support #envoy #envoyproxy #gateway #generative_ai #llm_gateway #llm_inference #llm_proxy #llm_routing #llmops #llms #openai #prompt #proxy #proxy_server #routing

Plano is an AI-native proxy server that handles key tasks for agentic apps like routing between agents, smart LLM model selection, safety guardrails, and automatic traces for observability. Define agents in simple YAML, write basic HTTP code in any language, and start Plano to run multi-agent systems without custom plumbing or framework lock-in. You benefit by building and shipping reliable agents to production much faster, focusing on core logic while gaining safety, low latency, and easy scaling.

https://github.com/katanemo/plano

#javascript #ai #algorithm #artificial_intelligence #chatgpt #claude #cursor #deep_learning #deepseek #gemini #generative_ai #gpt #llm #mcp #openai #python #rag #vibe_coding #vibecoding #vue #vuepress

鱼皮的 AI知识库 offers a free Vibe Coding tutorial for beginners, teaching AI-powered programming with natural language prompts to build and monetize apps fast—no coding skills needed. It covers tools, projects, tips, and paths like making your first work in 10 minutes, plus AI guides on DeepSeek, Cursor, and more. You benefit by quickly creating profitable products, breaking tech barriers, and enjoying AI perks to improve life and work. Start at ai.codefather.cn/vibe.

https://github.com/liyupi/ai-guide

#typescript #agent #agentic #agentic_framework #agentic_workflow #ai #ai_agents #bytedance #deep_research #harness #langchain #langgraph #langmanus #llm #multi_agent #nodejs #podcast #python #superagent #typescript

DeerFlow 2.0 is an open-source super agent harness that orchestrates multiple sub-agents, memory systems, and sandboxed execution environments to accomplish complex tasks. Built on LangGraph and LangChain, it combines research, coding, and content creation capabilities with extensible skills and tools. The platform features isolated Docker containers for safe execution, long-term memory that learns your preferences, and the ability to spawn sub-agents that work in parallel on different task angles. You benefit from dramatically reduced research and automation time—tasks that typically take hours complete in minutes—while maintaining full transparency and control over agent decisions through human-in-the-loop collaboration. Whether you need deep research reports, data analysis, slide decks, or custom workflows, DeerFlow handles multi-step complexity without requiring extensive coding knowledge.

https://github.com/bytedance/deer-flow

#typescript #agent #agent_development #ai_agent #claude #claude_code #educational #llm #python #teaching #tutorial

Claude Code is an AI agent framework that uses a simple loop: send messages to Claude, check if it needs tools, execute those tools, and repeat. The benefit is that you can build powerful autonomous agents by layering one feature at a time—from basic tool use to multi-agent teams—without rewriting the core loop. This modular approach lets you start simple with bash commands and scale to complex workflows with planning, skill loading, background tasks, and team coordination, making it easier to automate development work and delegate entire projects to AI agents.

https://github.com/shareAI-lab/learn-claude-code

#typescript #ai_tools #claude_code #codex #desktop_app #kimi_k2_thiking #mcp #minimax #open_source #opencode #provider_management #rust #skills #skills_management #tauri #typescript #wsl_support

CC-Switch is a free desktop app (v3.10.2) for Windows, macOS, and Linux that lets you easily switch API providers, manage MCP servers, install Claude skills, and edit prompts for Claude Code, Codex, and Gemini CLI tools. It offers speed tests, auto-backups, cloud sync, and sponsor discounts up to 66% off APIs. This saves you time from manual config edits, picks the fastest services, and boosts coding productivity with seamless AI tool management.

https://github.com/farion1231/cc-switch

#python #ai #ai_agent #ai_infra #kubernetes #sandbox

OpenSandbox is a general-purpose sandbox platform that lets you safely run AI applications, code, and agents in isolated environments. It provides multi-language SDKs for Python, Java, and JavaScript, making it easy to integrate into your projects. The platform supports Docker and Kubernetes runtimes, so you can run sandboxes locally or at scale. Key benefits include running code generated by AI models safely, executing data analysis, automating browser tasks, and training AI systems without risking your main system. Whether you're building coding agents, testing applications, or letting AI handle complex tasks, OpenSandbox gives you a secure, controlled space to experiment and execute code without side effects.

https://github.com/alibaba/OpenSandbox

#typescript #fingerprinting #playwright #puppeteer #scraping #typescript

Fingerprint-suite is a toolkit that generates and injects realistic browser fingerprints into automated browsers like Playwright and Puppeteer. It includes four modular packages: header-generator for HTTP headers, fingerprint-generator for browser fingerprints, fingerprint-injector for injection, and a Bayesian network for realistic fingerprint creation. Since websites increasingly use fingerprinting to track and identify users, this tool helps your web scrapers avoid detection by mimicking real browser behavior. You can customize fingerprints by device type and operating system, making your automated browsing appear completely legitimate to anti-bot systems.

https://github.com/apify/fingerprint-suite

#python #agent #android #app #automation #copilot #gui #mllm #mobile #mobile_agents #multimodal #multimodal_agent #multimodal_large_language_models

Mobile-Agent-v3.5 is Alibaba's top GUI agent family using GUI-Owl 1.5 models (2B to 235B sizes) for automating desktop, mobile, and browser tasks like stock checks, bookings, or document creation with planning, reflection, and memory. Try free online demos on ModelScope or Bailian, or use limited-time APIs—no setup needed. It leads 20+ benchmarks for real-world use. You benefit by saving time on repetitive tasks, boosting productivity, and handling complex operations hands-free across devices.

https://github.com/X-PLUG/MobileAgent

#python

Hermes Agent is a free, open-source AI that installs on your server, learns your projects and preferences over time, and handles tasks via Telegram, Discord, Slack, WhatsApp, or terminal. It builds reusable skills from solved problems, runs scheduled automations like daily reports, and uses secure sandboxes (Docker/SSH) for safe code execution with any AI model. You benefit by getting a smart, growing assistant that automates work, remembers everything, and stays reachable anywhere—saving hours on repetitive tasks while boosting productivity.

https://github.com/NousResearch/hermes-agent

#typescript #agentic_ai #ai_agents #claude_code #cli #codex #coding_agents #cursor_agent #desktop_app #developer_tools #electron #git_worktree #llm #mcp #opencode #orchestration #parallel_agents #terminal #tui #vibe_coding #worktrees

Superset is a turbocharged macOS terminal for running 10+ CLI coding agents like Claude Code, Cursor, and GitHub Copilot in parallel. It isolates tasks in separate Git worktrees to avoid interference, lets you monitor progress from one dashboard, review changes with a built-in diff viewer, and switch contexts quickly. You benefit by coding 10x faster, shipping more without context-switching delays or conflicts, saving time on development workflows.

https://github.com/superset-sh/superset

#python #mcp #mcp_server #open_data #opendata

Data.gouv.fr MCP Server lets AI chatbots like Claude or ChatGPT search, explore, and analyze over 74,000 French open datasets via simple questions, such as "Show latest Paris population data" or "Find real estate prices," without manual browsing. Connect easily to the free public endpoint https://mcp.data.gouv.fr/mcp—no API key needed. You benefit by getting instant, accurate access to public data like company info, metrics, and resources, saving time on research or apps and enabling quick insights from France's top-ranked open data platform.

https://github.com/datagouv/datagouv-mcp

#go #2api #antigravity2api #cc2api #claude #claude_code #codex #crs #crs2 #gemini

Sub2API is an open-source AI API gateway that shares quotas from subscriptions like Claude Code ($200/month) across users via generated API keys. It manages multiple accounts, tracks token usage for precise billing, balances loads smartly, limits concurrency/rates, and offers an admin dashboard. Easy deployment via one-click script or Docker on Linux with PostgreSQL/Redis. You benefit by cutting AI costs through efficient sharing, accessing services seamlessly with native tools, and self-hosting for secure, scalable control without vendor lock-in.

https://github.com/Wei-Shaw/sub2api