{"reportDate":"2026-07-09","heroSummary":"Today's report is available with rules-only fallback because AI assistance was unavailable.","topChanges":["AI assist failed, so today's judgments were generated with rules-only fallback logic."],"categoryBlocks":[{"category":"AI Coding Tools & Agents","summary":"AI Coding Tools & Agents looks worth watching today because at least one repo in this cluster is gaining momentum.","repos":[{"repoName":"MadsLorentzen/ai-job-search","repoUrl":"https://github.com/MadsLorentzen/ai-job-search","summary":"AI-powered job application framework built on Claude Code. Fork it, fill in your profile, and let Claude evaluate jobs, tailor CVs, write cover letters, and prepare you for interviews. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","monthly","weekly"],"stars":17737,"daysSinceCreation":113},{"repoName":"calesthio/OpenMontage","repoUrl":"https://github.com/calesthio/OpenMontage","summary":"World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.","signalBadge":"cooling","spanPresence":["monthly"],"stars":36026,"daysSinceCreation":102},{"repoName":"addyosmani/agent-skills","repoUrl":"https://github.com/addyosmani/agent-skills","summary":"Production-grade engineering skills for AI coding agents.","signalBadge":"new","spanPresence":["daily"],"stars":75562,"daysSinceCreation":144},{"repoName":"VoltAgent/awesome-design-md","repoUrl":"https://github.com/VoltAgent/awesome-design-md","summary":"A collection of DESIGN.md files analysis by popular brand design systems. Drop one into your project and let coding agents generate a matching UI.","signalBadge":"new","spanPresence":["daily"],"stars":99246,"daysSinceCreation":100},{"repoName":"asgeirtj/system_prompts_leaks","repoUrl":"https://github.com/asgeirtj/system_prompts_leaks","summary":"Extracted system prompts from Anthropic - Claude Fable 5, Opus 4.8, Claude Code, Claude Design. OpenAI - ChatGPT 5.5 Thinking, GPT 5.5 Instant, Codex. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Cursor, Copilot, VS Code, Perplexity, and more. Updated regularly. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","monthly","weekly"],"stars":54860,"daysSinceCreation":432},{"repoName":"openai/codex-plugin-cc","repoUrl":"https://github.com/openai/codex-plugin-cc","summary":"Use Codex from Claude Code to review code or delegate tasks.","signalBadge":"new","spanPresence":["weekly"],"stars":27088,"daysSinceCreation":101},{"repoName":"diegosouzapw/OmniRoute","repoUrl":"https://github.com/diegosouzapw/OmniRoute","summary":"Never stop coding. Free AI gateway: one endpoint, 231+ providers (50+ free), connect Claude Code, Codex, Cursor, Cline & Copilot to FREE Claude/GPT/Gemini. RTK+Caveman stacked compression saves 15-95% tokens, smart auto-fallback, MCP/A2A, multimodal APIs, Desktop/PWA. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":14135,"daysSinceCreation":146},{"repoName":"imthenachoman/How-To-Secure-A-Linux-Server","repoUrl":"https://github.com/imthenachoman/How-To-Secure-A-Linux-Server","summary":"An evolving how-to guide for securing a Linux server.","signalBadge":"new","spanPresence":["daily"],"stars":28918,"daysSinceCreation":2707},{"repoName":"bradautomates/claude-video","repoUrl":"https://github.com/bradautomates/claude-video","summary":"Give Claude the ability to watch any video. /watch downloads, extracts frames, transcribes, hands it all to Claude. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":6487,"daysSinceCreation":76},{"repoName":"simplex-chat/simplex-chat","repoUrl":"https://github.com/simplex-chat/simplex-chat","summary":"SimpleX - the first messaging network operating without user identifiers of any kind - 100% private by design! iOS, Android and desktop apps 📱!","signalBadge":"cooling","spanPresence":["monthly"],"stars":18191,"daysSinceCreation":2392},{"repoName":"dotnet/skills","repoUrl":"https://github.com/dotnet/skills","summary":"Repository for skills to assist AI coding agents with .NET and C#","signalBadge":"new","spanPresence":["weekly"],"stars":4464,"daysSinceCreation":156},{"repoName":"stablyai/orca","repoUrl":"https://github.com/stablyai/orca","summary":"Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop and mobile. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":14866,"daysSinceCreation":114},{"repoName":"xbtlin/ai-berkshire","repoUrl":"https://github.com/xbtlin/ai-berkshire","summary":"AI 时代的伯克希尔：基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Codex. 4 masters' methodologies + multi-agent adversarial analysis.","signalBadge":"new","spanPresence":["weekly"],"stars":12279,"daysSinceCreation":93},{"repoName":"ruvnet/RuView","repoUrl":"https://github.com/ruvnet/RuView","summary":"π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.","signalBadge":"new","spanPresence":["weekly"],"stars":79559,"daysSinceCreation":397},{"repoName":"immich-app/immich","repoUrl":"https://github.com/immich-app/immich","summary":"High performance self-hosted photo and video management solution.","signalBadge":"new","spanPresence":["weekly"],"stars":107036,"daysSinceCreation":1617},{"repoName":"steipete/CodexBar","repoUrl":"https://github.com/steipete/CodexBar","summary":"Show usage stats for OpenAI Codex and Claude Code, without having to login.","signalBadge":"new","spanPresence":["weekly"],"stars":17324,"daysSinceCreation":235},{"repoName":"browser-use/video-use","repoUrl":"https://github.com/browser-use/video-use","summary":"Edit videos with coding agents","signalBadge":"new","spanPresence":["weekly"],"stars":16200,"daysSinceCreation":88},{"repoName":"JCodesMore/ai-website-cloner-template","repoUrl":"https://github.com/JCodesMore/ai-website-cloner-template","summary":"Clone any website with one command using AI coding agents","signalBadge":"cooling","spanPresence":["monthly"],"stars":27115}]},{"category":"Uncategorized","summary":"Uncategorized matters today because this cluster keeps recurring across spans.","repos":[{"repoName":"Zackriya-Solutions/meetily","repoUrl":"https://github.com/Zackriya-Solutions/meetily","summary":"Privacy first, AI meeting assistant with 4x faster Parakeet/Whisper live transcription, speaker diarization, and Ollama summarization built on Rust. 100% local processing. no cloud required. Meetily (Meetly Ai - https://meetily.ai ) is the #1 Self-hosted, Open-source Ai meeting note taker for macOS & Windows. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":22051,"daysSinceCreation":560},{"repoName":"usestrix/strix","repoUrl":"https://github.com/usestrix/strix","summary":"Open-source AI penetration testing tool to find and fix your app’s vulnerabilities. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":39415,"daysSinceCreation":338},{"repoName":"Panniantong/Agent-Reach","repoUrl":"https://github.com/Panniantong/Agent-Reach","summary":"Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.","signalBadge":"cooling","spanPresence":["monthly"],"stars":53724,"daysSinceCreation":135},{"repoName":"facebook/astryx","repoUrl":"https://github.com/facebook/astryx","summary":"An open source design system that's fully customizable and agent ready","signalBadge":"new","spanPresence":["weekly"],"stars":7369,"daysSinceCreation":181},{"repoName":"iOfficeAI/OfficeCLI","repoUrl":"https://github.com/iOfficeAI/OfficeCLI","summary":"OfficeCLI is the first and best Office suite purpose-built for AI agents to read, edit, and automate Word, Excel, and PowerPoint files. Free, open-source, single binary, no Office installation required.","signalBadge":"new","spanPresence":["daily"],"stars":13070,"daysSinceCreation":116},{"repoName":"anthropics/claude-cookbooks","repoUrl":"https://github.com/anthropics/claude-cookbooks","summary":"A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.","signalBadge":"new","spanPresence":["daily"],"stars":46964,"daysSinceCreation":1059},{"repoName":"ogulcancelik/herdr","repoUrl":"https://github.com/ogulcancelik/herdr","summary":"agent multiplexer that lives in your terminal. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":14675,"daysSinceCreation":104},{"repoName":"apple/container","repoUrl":"https://github.com/apple/container","summary":"A tool for creating and running Linux containers using lightweight virtual machines on a Mac. It is written in Swift, and optimized for Apple silicon.","signalBadge":"cooling","spanPresence":["monthly"],"stars":47256,"daysSinceCreation":405},{"repoName":"vxcontrol/pentagi","repoUrl":"https://github.com/vxcontrol/pentagi","summary":"Fully autonomous AI Agents system capable of performing complex penetration testing tasks","signalBadge":"new","spanPresence":["daily"],"stars":19182,"daysSinceCreation":549},{"repoName":"alibaba/page-agent","repoUrl":"https://github.com/alibaba/page-agent","summary":"JavaScript in-page GUI agent. Control web interfaces with natural language. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":25412,"daysSinceCreation":289},{"repoName":"iptv-org/iptv","repoUrl":"https://github.com/iptv-org/iptv","summary":"Collection of publicly available IPTV channels from all over the world","signalBadge":"cooling","spanPresence":["monthly"],"stars":131587,"daysSinceCreation":2794},{"repoName":"unclecode/crawl4ai","repoUrl":"https://github.com/unclecode/crawl4ai","summary":"🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN","signalBadge":"new","spanPresence":["daily"],"stars":71689,"daysSinceCreation":791},{"repoName":"huxingyi/autoremesher","repoUrl":"https://github.com/huxingyi/autoremesher","summary":"Automatic quad remeshing tool","signalBadge":"new","spanPresence":["daily"],"stars":2242,"daysSinceCreation":2213},{"repoName":"TencentCloud/CubeSandbox","repoUrl":"https://github.com/TencentCloud/CubeSandbox","summary":"Instant, Concurrent, Secure & Lightweight Sandbox for AI Agents.","signalBadge":"new","spanPresence":["weekly"],"stars":9254,"daysSinceCreation":90},{"repoName":"prisma/prisma","repoUrl":"https://github.com/prisma/prisma","summary":"Next-generation ORM for Node.js & TypeScript | PostgreSQL, MySQL, MariaDB, SQL Server, SQLite, MongoDB and CockroachDB","signalBadge":"new","spanPresence":["daily"],"stars":46789,"daysSinceCreation":2576},{"repoName":"harvard-edge/cs249r_book","repoUrl":"https://github.com/harvard-edge/cs249r_book","summary":"Machine Learning Systems","signalBadge":"new","spanPresence":["weekly"],"stars":27188,"daysSinceCreation":1037},{"repoName":"interviewstreet/hiring-agent","repoUrl":"https://github.com/interviewstreet/hiring-agent","summary":"AI agent to evaluate and score resumes.","signalBadge":"cooling","spanPresence":["monthly"],"stars":5266},{"repoName":"n0-computer/iroh","repoUrl":"https://github.com/n0-computer/iroh","summary":"IP addresses break, dial keys instead. A library that adds QUIC + NAT Traversal to your apps.","signalBadge":"cooling","spanPresence":["monthly"],"stars":11267},{"repoName":"saadeghi/daisyui","repoUrl":"https://github.com/saadeghi/daisyui","summary":"🌼 🌼 🌼 🌼 🌼 The most popular, free and open-source Tailwind CSS component library","signalBadge":"new","spanPresence":["weekly"],"stars":41489,"daysSinceCreation":2049},{"repoName":"mauriceboe/TREK","repoUrl":"https://github.com/mauriceboe/TREK","summary":"A self-hosted travel/trip planner with real-time collaboration, interactive maps, PWA support, SSO, budgets, packing lists, and more.","signalBadge":"cooling","spanPresence":["monthly"],"stars":9688},{"repoName":"ZhuLinsen/daily_stock_analysis","repoUrl":"https://github.com/ZhuLinsen/daily_stock_analysis","summary":"LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.","signalBadge":"cooling","spanPresence":["monthly"],"stars":56155},{"repoName":"t8y2/dbx","repoUrl":"https://github.com/t8y2/dbx","summary":"20MB, lightweight, cross-platform database client. Supports MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, ClickHouse, SQL Server and more.20MB，轻量级跨平台数据库客户端、数据库管理工具。支持 MySQL、PostgreSQL、SQLite、Redis、MongoDB、DuckDB、ClickHouse、SQL Server 等。","signalBadge":"cooling","spanPresence":["monthly"],"stars":9409}]},{"category":"AI Infra & Protocols","summary":"AI Infra & Protocols is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"DeusData/codebase-memory-mcp","repoUrl":"https://github.com/DeusData/codebase-memory-mcp","summary":"High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.","signalBadge":"cooling","spanPresence":["monthly"],"stars":28995,"daysSinceCreation":135},{"repoName":"SmartlyDressedGames/U3-SDK","repoUrl":"https://github.com/SmartlyDressedGames/U3-SDK","summary":"Source code for Unturned, a free open-world zombie survival sandbox game.","signalBadge":"new","spanPresence":["daily"],"stars":1849,"daysSinceCreation":3188},{"repoName":"wonderwhy-er/DesktopCommanderMCP","repoUrl":"https://github.com/wonderwhy-er/DesktopCommanderMCP","summary":"This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities","signalBadge":"new","spanPresence":["daily"],"stars":6497,"daysSinceCreation":582}]},{"category":"On-device & Multimodal AI","summary":"On-device & Multimodal AI is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"kyutai-labs/pocket-tts","repoUrl":"https://github.com/kyutai-labs/pocket-tts","summary":"A TTS that fits in your CPU (and pocket)","signalBadge":"new","spanPresence":["daily"],"stars":6805,"daysSinceCreation":183},{"repoName":"huggingface/speech-to-speech","repoUrl":"https://github.com/huggingface/speech-to-speech","summary":"Build local voice agents with open-source models","signalBadge":"new","spanPresence":["weekly"],"stars":5782,"daysSinceCreation":701}]},{"category":"Prompt & Skill Libraries","summary":"Prompt & Skill Libraries is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"NVIDIA/SkillSpector","repoUrl":"https://github.com/NVIDIA/SkillSpector","summary":"Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks.","signalBadge":"cooling","spanPresence":["monthly"],"stars":12585,"daysSinceCreation":110},{"repoName":"phuryn/pm-skills","repoUrl":"https://github.com/phuryn/pm-skills","summary":"PM Skills Marketplace: 100+ agentic skills, commands, and plugins — from discovery to strategy, execution, launch, and growth.","signalBadge":"cooling","spanPresence":["monthly"],"stars":23159}]},{"category":"Memory, RAG & Context","summary":"Memory, RAG & Context is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"alibaba/zvec","repoUrl":"https://github.com/alibaba/zvec","summary":"A lightweight, lightning-fast, in-process vector database","signalBadge":"cooling","spanPresence":["monthly"],"stars":14620,"daysSinceCreation":216}]}],"meta":{"generatedAt":"2026-07-09T15:27:59Z","rulesVersion":"v1","degraded":false,"fallbackUsed":true,"repoCount":48,"signalCount":0},"locale":"en"}