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See what the GitHub community is most excited about today. A bot automatically fetches new repositories from https://github.com/trending and sends them to the channel. Author and maintainer: https://github.com/katursis
#other
This page presents a Zhang Xuefeng-style AI skill that turns his way of thinking into a usable tool for career and education advice. Its benefit is that you can get clear, direct, practical guidance on majors, jobs, and study choices instead of vague opinions.
https://github.com/alchaincyf/zhangxuefeng-skill
#python
SkillSpector scans AI agent skills before you install them and flags risky code, hidden instructions, data leaks, and other security problems, using fast checks and optional AI review. It can scan folders, files, Git repos, and zip files, and it gives an easy risk score plus clear advice so you can decide whether a skill is safe to use.
https://github.com/NVIDIA/SkillSpector
#typescript #ai #ai_agents #ai_memory #anthropic #artificial_intelligence #claude #claude_agent_sdk #claude_agents #claude_code_plugin #claude_skills #codex #embeddings #long_term_memory #memory_engine #openclaw #openclaw_skills #postgres #rag
Hivemind is a shared memory system for coding agents that saves prompts, tool calls, and replies, then turns repeated patterns into reusable skills for the whole team. It can make agents faster and cheaper, improve recall, and help you search past work, reuse solutions, and keep team rules and goals in one place.
https://github.com/activeloopai/hivemind
#python #csi #diy #esp_32 #espectre #home_assistant #motion_detection #wifi #wifi_sensing
ESPectre is a cheap motion sensor that uses Wi‑Fi signal changes on an ESP32, so you do not need cameras, microphones, or wearables, and it works with Home Assistant through ESPHome.[user text] Set it up in about 10–15 minutes with basic YAML, use your normal 2.4 GHz router, and place the sensor about 3–8 meters away for best results.[user text] This helps you add private, low-cost motion detection for security, lights, energy saving, or room monitoring.[user text]
https://github.com/francescopace/espectre
#python #google #googlecloud #skills
This repository gives you ready-made Google Cloud skills you can install with `npx skills add google/skills`, including tools for Gemini, BigQuery, Cloud Run, Firebase, GKE, and Google Cloud best practices. It helps you learn and use Google products faster, with setup help, support, and open-source licensing so you can copy, change, and share the skills freely.
https://github.com/google/skills
#other #agent_skill_repository #agent_skills #agentic_skills #claude_code_marketplace #claude_code_plugins #claude_cowork_plugin #product_management
PM Skills Marketplace gives you a set of AI tools for product management, with 68 skills, 42 workflows, and 9 plugins for work like discovery, strategy, PRDs, launches, metrics, and shipping AI-built code. It helps you make better product decisions by turning proven PM methods into step-by-step actions, so you save time, stay organized, and get more useful results from AI.
https://github.com/phuryn/pm-skills
#python #ann #avx512 #embedding #embeddings #faiss #nearest_neighbor #neon #python #quant #quantization #rag #rust #simd #turboquant #vector_search
turbovec is a fast, local vector search tool that stores large embedding sets in much less memory, can search faster than FAISS in many cases, and works with Python and Rust. It helps you build private RAG systems because data stays on your machine, while online adding, filtering, and stable IDs make it easier to grow, control, and update your index without retraining or rebuilding.
https://github.com/RyanCodrai/turbovec
#rust #ai_pipelines #ai_workflows #durable_execution #durable_functions #durable_workflows #postgresql
This tool runs long SQL jobs inside PostgreSQL and saves progress after each step, so a crash, restart, or failed step does not force you to start over. It helps you replace extra workers, queues, cron jobs, and status tables with one SQL-based workflow, making background work simpler, more reliable, and easier to track in the same database as your data.
https://github.com/microsoft/pg_durable
#rust
MXC is a sandbox system that runs untrusted code safely on Windows, Linux, and macOS with shared JSON settings and a TypeScript SDK. It helps you control files, network access, and UI use while giving you a safer way to test or run code; this can protect your computer and make automation easier to build. The project is still early preview, so its security rules are not yet final and should not be treated as fully trusted security boundaries.
https://github.com/microsoft/mxc
#python #ai #chromadb #llm #mcp #memory #python
MemPalace is a local AI memory tool that saves your chats as exact text, then finds useful parts with search, so nothing leaves your machine unless you choose it. It is free, open source, MIT-licensed, and works with Python 3.9+, ChromaDB, and local tools like Claude Code. The main benefit is safer, private, and more reliable memory for your projects, with no required API calls or cloud fees.
https://github.com/MemPalace/mempalace
#python #agent_infrastructure #ai_agent #ai_search #automation #bilibili #claude_code #cli #cursor #free_api #llm_tools #mcp #python #reddit_scraper #twitter_scraper #web_scraper #xiaohongshu #youtube_transcript
Agent Reach helps your AI agent get internet access fast, so it can read webpages, YouTube, Reddit, Twitter/X, GitHub, RSS, and more with simple commands. It is free, open source, privacy-focused, and works with many agents that can run terminal commands. This saves you time because you do not need to set up each site by hand, and your agent can start finding, reading, and summarizing online content for you in minutes.
https://github.com/Panniantong/Agent-Reach
#java
GitHub Copilot SDKs let you add Copilot’s agent features to your app in Python, TypeScript, Go, .NET, Java, and Rust, so you do not need to build planning, tool use, or file editing yourself. This helps you build AI-powered apps faster, use supported authentication options or your own API keys, and start with ready-made guides for setup and use.
https://github.com/github/copilot-sdk
#javascript #ai #anthropic #caveman #claude #claude_code #llm #meme #prompt_engineering #skill #tokens
This tool helps agents answer in caveman style: fewer words, same technical meaning, and often much lower token cost. You can choose levels like lite, full, ultra, or wenyan, and it also includes commands for shorter commit messages, quick PR reviews, stats, and compressing memory files; the benefit is faster replies, lower cost, and longer context for your work.
https://github.com/JuliusBrussee/caveman
#python #agent #ai #anthropic #claude_code #compression #context_engineering #context_window #cursor #fastapi #langchain #llm #mcp #openai #prompt_engineering #proxy #python #rag #token_optimization #tokens #typescript
Headroom is a local tool for AI agents that shrinks prompts, logs, files, and chat history before sending them to an LLM, often cutting tokens by 60–95% while keeping the same answer quality. It can work as a library, proxy, MCP server, or agent wrapper, so you can save tokens, speed up workflows, and still recover the original content when needed.
https://github.com/chopratejas/headroom
#other #rime #rime_schema
This list shows many Rime input methods and setups for Chinese, dialects, and other languages, including pinyin, double pinyin, Wubi, Cantonese, Japanese, Korean, and emoji. The benefit to you is that you can quickly find a scheme or configuration that matches your typing style, language, or device, which can make typing faster and easier.
https://github.com/ayaka14732/awesome-rime
#python
SIA is a tool that helps an AI system improve itself by using three parts: a meta-agent that sets up the task, a target agent that tries the task, and a feedback agent that studies the results and makes the next version better. This can help you test AI on your own tasks, track progress across generations, and see what changes improve performance.
https://github.com/hexo-ai/sia
#go
AgentsView helps you browse, search, and track costs for AI coding agents in one local app, with no accounts and data kept on your machine. It can quickly show token use, daily spend, session details, and searchable chat history across many agents, so you can save time, control costs, and find past work fast.
https://github.com/kenn-io/agentsview
#swift
`container` is a Mac tool for running Linux containers like light virtual machines, made for Apple silicon and using standard OCI images, so you can run, share, and move containers with common registry tools. It needs macOS 26 and Apple silicon, is installed with a signed package, and can be started or removed with simple commands; this helps you test apps locally, move them between systems, and manage them more easily.
https://github.com/apple/container
#python #bert #deepseek #healthcare #ios #llm #mlx #ner #on_device #on_premise #pii #pii_detection #qwen #sovereign_ai #swift #swift_package #swiftui
OpenMed is a local-first healthcare AI that runs on your own device or server, so patient data never leaves your network. It can extract medical entities, remove personal info, and use 1,000+ medical models in Python, Swift, or REST, which helps you work faster while keeping data private and avoiding cloud costs and vendor lock-in.
https://github.com/maziyarpanahi/openmed
#python #ai #apple_silicon #benchmarks #cli #command_line_tool #gguf #gpu #huggingface #inference #llm #local_llm #ollama #python #vram
whichllm helps you find the best local AI model that fits your computer, not just the biggest one that fits. It checks your GPU, CPU, and RAM, ranks models using real benchmark data, and can also simulate other hardware, plan upgrades, and start a chat with a model in one command. This saves you time and helps you pick a model that should run well and work better for your needs.
https://github.com/Andyyyy64/whichllm
#php
This is a free, open-source online shop system for PHP 8.0+ and MySQL 5.6+, with many features like payments, product sales, sub-shops, memberships, referrals, and plugins. The main benefit to you is that you can quickly build and expand an online store or digital service site, but you must follow the law and not use it for illegal or unauthorized commercial sales.
https://github.com/lizhipay/acg-faka
#typescript
Tolaria is a free, open-source desktop app for macOS, Windows, and Linux that helps you manage markdown notes and knowledge bases with files stored locally and synced through Git. It works offline, avoids lock-in, and lets you keep your data portable and easy to use with any editor or AI tool, which means you stay in control of your notes and can organize them faster.
https://github.com/refactoringhq/tolaria
#javascript #ai_agent #anthropic #automation #career #careerops #claude #claude_code #cli #golang #interview_prep #job_search #open_source #resume
Career-Ops is an open-source tool that uses AI to help you search for jobs more wisely, not more blindly. It scans job sites, scores roles, makes tailored CV PDFs, tracks applications, and helps you focus only on the best matches, saving time and improving your chances.
https://github.com/santifer/career-ops
#typescript
Flue is a TypeScript framework for building autonomous AI agents that run headless, with no GUI, and work across Node.js, Cloudflare, CI, and other environments. It uses a built-in harness, sessions, sandboxes, skills, and Markdown-based agent logic, so you can build and deploy agents with less code and get faster, more scalable, reusable agents for tasks like support, coding, and triage.
https://github.com/withastro/flue
#javascript
This text says the repo has sample Codex plugins stored in `plugins/<name>/`, each with a required plugin manifest and optional extra files for skills, app settings, MCP, agents, commands, hooks, and assets. It also highlights example plugins for design, notes, iOS, macOS, web, Expo, Netlify, Remotion, and Google Slides, so you can quickly find a template that fits your project and reuse it to build faster.
https://github.com/openai/plugins
#csharp
OpenClaw Windows Hub is a Windows app that connects your PC to the OpenClaw AI assistant, giving you quick chat, status, updates, diagnostics, and a tray menu for control. It also helps you send messages fast with a hotkey, manage channels, and use your computer as a controllable node for tasks like screen capture, camera, speech, and commands. The benefit is simpler, faster control of OpenClaw from Windows, with better setup, debugging, and automation in one place.
https://github.com/openclaw/openclaw-windows-node
#jupyter_notebook
NVIDIA Cosmos is an open platform with world models, datasets, and tools for building Physical AI for robots, self-driving cars, and smart systems. Cosmos 3 can understand text, images, and video, and can also generate images, video, sound, and action sequences. This helps you create smarter AI that can plan, predict, simulate, and train faster, with ready paths for research and production.
https://github.com/NVIDIA/cosmos
#python #ai_agent #algorithmic_trading #backtesting #fintech #llm #mcp #multi_agent #python #quantitative_finance #trading
Vibe-Trading is an open-source trading research tool that turns plain English questions into market analysis, backtests, reports, and trading exports. It helps you test ideas, study your own trades, and run agent teams, so you can make faster, better trading decisions without building everything from scratch.
https://github.com/HKUDS/Vibe-Trading
#python #ai #ai_companion #ai_vtuber #ai_waifu #chatbots #live2d #live2d_web #llm #neuro_sama #ollama
Open-LLM-VTuber is an offline AI companion with voice chat, vision, and a Live2D avatar that works on Windows, macOS, and Linux. It can run as a web app or desktop pet, supports many LLM, speech-to-text, and text-to-speech options, and is highly customizable, so you can build a personal assistant that fits your style and keep chats stored for later.
https://github.com/Open-LLM-VTuber/Open-LLM-VTuber
#javascript #agent_orchestration #agent_skills #agentic_ai #agentic_workflow #ai_agents #ai_automation #babysitter #claude_code #claude_code_skills #claude_code_workflows #claude_skills #claude_workflows #codex_plugin #codex_skills #codex_workflow #hermes_plugin #pi_extension #trustworthy_ai #vibe_coding
Babysitter is a tool that helps you run AI coding work in a strict, step-by-step way, with checks, approvals, and a full log of every decision. It can save you time, reduce mistakes, and make complex tasks easier to control because it keeps the process deterministic, resumable, and easier to audit.
https://github.com/a5c-ai/babysitter