{"reportDate":"2026-07-29","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":"Uncategorized","summary":"Uncategorized looks worth watching today because at least one repo in this cluster is gaining momentum.","repos":[{"repoName":"block/buzz","repoUrl":"https://github.com/block/buzz","summary":"A hive mind communication platform","signalBadge":"new","spanPresence":["weekly"],"stars":16468,"daysSinceCreation":145},{"repoName":"permissionlesstech/bitchat","repoUrl":"https://github.com/permissionlesstech/bitchat","summary":"bluetooth mesh chat, IRC vibes","signalBadge":"cooling","spanPresence":["monthly"],"stars":33184,"daysSinceCreation":390},{"repoName":"koala73/worldmonitor","repoUrl":"https://github.com/koala73/worldmonitor","summary":"Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":76322,"daysSinceCreation":202},{"repoName":"usestrix/strix","repoUrl":"https://github.com/usestrix/strix","summary":"Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.","signalBadge":"cooling","spanPresence":["monthly"],"stars":45518,"daysSinceCreation":358},{"repoName":"bojieli/ai-agent-book","repoUrl":"https://github.com/bojieli/ai-agent-book","summary":"《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码","signalBadge":"new","spanPresence":["weekly"],"stars":25927,"daysSinceCreation":323},{"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. Understand How to write meeting minutes","signalBadge":"cooling","spanPresence":["monthly"],"stars":27320,"daysSinceCreation":580},{"repoName":"grokability/snipe-it","repoUrl":"https://github.com/grokability/snipe-it","summary":"A free open source IT asset/license management system","signalBadge":"new","spanPresence":["daily"],"stars":14305,"daysSinceCreation":4642},{"repoName":"deepfakes/faceswap","repoUrl":"https://github.com/deepfakes/faceswap","summary":"Deepfakes Software For All","signalBadge":"new","spanPresence":["daily"],"stars":56051,"daysSinceCreation":3144},{"repoName":"ogulcancelik/herdr","repoUrl":"https://github.com/ogulcancelik/herdr","summary":"agent multiplexer that lives in your terminal.","signalBadge":"cooling","spanPresence":["monthly"],"stars":22253,"daysSinceCreation":124},{"repoName":"shiyu-coder/Kronos","repoUrl":"https://github.com/shiyu-coder/Kronos","summary":"Kronos: A Foundation Model for the Language of Financial Markets","signalBadge":"new","spanPresence":["weekly"],"stars":34924,"daysSinceCreation":393},{"repoName":"different-ai/openwork","repoUrl":"https://github.com/different-ai/openwork","summary":"The open-source alternative to Claude Cowork (powered by opencode)","signalBadge":"new","spanPresence":["daily"],"stars":17491,"daysSinceCreation":196},{"repoName":"alibaba/open-code-review","repoUrl":"https://github.com/alibaba/open-code-review","summary":"Open-source & free — Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":15754,"daysSinceCreation":72},{"repoName":"CoreBunch/Instatic","repoUrl":"https://github.com/CoreBunch/Instatic","summary":"The open-source alternative to Webflow, Framer and WordPress. Agentic self-hosted visual CMS outputting clean static pages. Users, roles, plugins, content, database, it's all there.","signalBadge":"new","spanPresence":["weekly"],"stars":6548,"daysSinceCreation":90},{"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":"cooling","spanPresence":["monthly"],"stars":23066,"daysSinceCreation":136},{"repoName":"NanmiCoder/MediaCrawler","repoUrl":"https://github.com/NanmiCoder/MediaCrawler","summary":"小红书笔记 | 评论爬虫、抖音视频 | 评论爬虫、快手视频 | 评论爬虫、B 站视频 ｜ 评论爬虫、微博帖子 ｜ 评论爬虫、百度贴吧帖子 ｜ 百度贴吧评论回复爬虫 | 知乎问答文章｜评论爬虫","signalBadge":"new","spanPresence":["daily"],"stars":58962,"daysSinceCreation":1146},{"repoName":"Pumpkin-MC/Pumpkin","repoUrl":"https://github.com/Pumpkin-MC/Pumpkin","summary":"Empowering everyone to host fast and efficient Minecraft servers.","signalBadge":"new","spanPresence":["weekly"],"stars":10345,"daysSinceCreation":731},{"repoName":"paperswithbacktest/awesome-systematic-trading","repoUrl":"https://github.com/paperswithbacktest/awesome-systematic-trading","summary":"A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.","signalBadge":"new","spanPresence":["daily"],"stars":10154,"daysSinceCreation":1635},{"repoName":"hasaneyldrm/exercises-dataset","repoUrl":"https://github.com/hasaneyldrm/exercises-dataset","summary":"1,324-exercise fitness dataset — animation GIFs, 180×180 thumbnails, muscle-group & equipment data, and step-by-step instructions in 6 languages. The exercise data layer behind the LogPress app.","signalBadge":"cooling","spanPresence":["monthly"],"stars":17813,"daysSinceCreation":133},{"repoName":"pingdotgg/t3code","repoUrl":"https://github.com/pingdotgg/t3code","summary":"Worth a quick look today because it surfaced clearly in the trend pipeline.","signalBadge":"new","spanPresence":["weekly"],"stars":15549,"daysSinceCreation":171},{"repoName":"Robbyant/lingbot-map","repoUrl":"https://github.com/Robbyant/lingbot-map","summary":"A feed-forward 3D foundation model for reconstructing scenes from streaming data","signalBadge":"cooling","spanPresence":["monthly"],"stars":15836,"daysSinceCreation":105},{"repoName":"oblien/openship","repoUrl":"https://github.com/oblien/openship","summary":"Self-hosted deployment platform","signalBadge":"new","spanPresence":["weekly"],"stars":9644,"daysSinceCreation":146},{"repoName":"HKUDS/Vibe-Trading","repoUrl":"https://github.com/HKUDS/Vibe-Trading","summary":"\"Vibe-Trading: Your Personal Trading Agent\"","signalBadge":"cooling","spanPresence":["monthly"],"stars":28491,"daysSinceCreation":119},{"repoName":"ocornut/imgui","repoUrl":"https://github.com/ocornut/imgui","summary":"Dear ImGui: Bloat-free Graphical User interface for C++ with minimal dependencies","signalBadge":"cooling","spanPresence":["monthly"],"stars":75356,"daysSinceCreation":4391},{"repoName":"every-app/open-seo","repoUrl":"https://github.com/every-app/open-seo","summary":"Open source alternative to Semrush and Ahrefs Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":9218,"daysSinceCreation":152},{"repoName":"catchorg/Catch2","repoUrl":"https://github.com/catchorg/Catch2","summary":"A modern, C++-native, test framework for unit-tests, TDD and BDD - using C++14, C++17 and later (C++11 support is in v2.x branch, and C++03 on the Catch1.x branch)","signalBadge":"cooling","spanPresence":["monthly"],"stars":21382},{"repoName":"rohitg00/ai-engineering-from-scratch","repoUrl":"https://github.com/rohitg00/ai-engineering-from-scratch","summary":"Learn it. Build it. Ship it for others.","signalBadge":"new","spanPresence":["weekly"],"stars":44805,"daysSinceCreation":133},{"repoName":"OpenCut-app/OpenCut","repoUrl":"https://github.com/OpenCut-app/OpenCut","summary":"The open-source CapCut alternative","signalBadge":"cooling","spanPresence":["monthly"],"stars":79671},{"repoName":"alibaba/page-agent","repoUrl":"https://github.com/alibaba/page-agent","summary":"JavaScript in-page GUI agent. Control web interfaces with natural language.","signalBadge":"cooling","spanPresence":["monthly"],"stars":28094}]},{"category":"AI Infra & Protocols","summary":"AI Infra & Protocols looks worth watching today because at least one repo in this cluster is gaining momentum.","repos":[{"repoName":"1jehuang/jcode","repoUrl":"https://github.com/1jehuang/jcode","summary":"The most RAM effiecent harness Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":13160,"daysSinceCreation":205},{"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":"cooling","spanPresence":["monthly"],"stars":8939,"daysSinceCreation":602}]},{"category":"AI Coding Tools & Agents","summary":"AI Coding Tools & Agents matters today because this cluster keeps recurring across spans.","repos":[{"repoName":"opengeos/GeoLibre","repoUrl":"https://github.com/opengeos/GeoLibre","summary":"A lightweight, cloud-native GIS platform for visualizing, exploring, and analyzing geospatial data. It runs in the web browser, on the desktop, on mobile, and inside Jupyter notebooks.","signalBadge":"new","spanPresence":["daily"],"stars":3783,"daysSinceCreation":63},{"repoName":"diegosouzapw/OmniRoute","repoUrl":"https://github.com/diegosouzapw/OmniRoute","summary":"Never stop coding. Free MIT AI gateway: one endpoint, 290+ providers (90+ free), 500+ models — Kimi, Claude, GPT, OpenAI, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/PWA. Built by 500+ contributors Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":33778,"daysSinceCreation":166},{"repoName":"affaan-m/ECC","repoUrl":"https://github.com/affaan-m/ECC","summary":"The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.","signalBadge":"new","spanPresence":["daily"],"stars":235299,"daysSinceCreation":192},{"repoName":"ayghri/i-have-adhd","repoUrl":"https://github.com/ayghri/i-have-adhd","summary":"A skill for your coding agent to stop it from burying the answer. ADHD-friendly output.","signalBadge":"new","spanPresence":["weekly"],"stars":13276,"daysSinceCreation":77},{"repoName":"citrolabs/ego-lite","repoUrl":"https://github.com/citrolabs/ego-lite","summary":"The fastest browser for AI agents to run browser automation, built for sharing your logged-in browser state with your AI agents, like Codex or Claude Code, without disturbing you. Zero cost, zero config.","signalBadge":"new","spanPresence":["weekly"],"stars":5870,"daysSinceCreation":104},{"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, mobile and VPS.","signalBadge":"cooling","spanPresence":["monthly"],"stars":32436,"daysSinceCreation":134},{"repoName":"Nutlope/hallmark","repoUrl":"https://github.com/Nutlope/hallmark","summary":"Anti-AI-slop design skill for Claude Code, Cursor, and Codex.","signalBadge":"cooling","spanPresence":["monthly"],"stars":19591,"daysSinceCreation":93},{"repoName":"UditAkhourii/adhd","repoUrl":"https://github.com/UditAkhourii/adhd","summary":"ADHD — a skill for coding agents. Tree-of-thought with pruning, built on the Claude & Codex Agent SDK. Fans out parallel divergent thoughts under different cognitive frames, scores, prunes traps, deepens the survivors. The no-brainer skill for creative and interdisciplinary work.","signalBadge":"new","spanPresence":["weekly"],"stars":2675,"daysSinceCreation":65},{"repoName":"asgeirtj/system_prompts_leaks","repoUrl":"https://github.com/asgeirtj/system_prompts_leaks","summary":"Extracted system prompts from Anthropic - Claude Fable 5, Opus 5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-5.6-Sol, Codex. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Cursor, Copilot, VS Code, Perplexity, and more. Updated regularly.","signalBadge":"cooling","spanPresence":["monthly"],"stars":61264,"daysSinceCreation":452},{"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.","signalBadge":"cooling","spanPresence":["monthly"],"stars":12544,"daysSinceCreation":96},{"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":"cooling","spanPresence":["monthly"],"stars":30321,"daysSinceCreation":121},{"repoName":"agegr/pi-web","repoUrl":"https://github.com/agegr/pi-web","summary":"Web UI for the pi coding agent","signalBadge":"new","spanPresence":["weekly"],"stars":3203,"daysSinceCreation":129},{"repoName":"earendil-works/pi","repoUrl":"https://github.com/earendil-works/pi","summary":"AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI","signalBadge":"new","spanPresence":["weekly"],"stars":80178,"daysSinceCreation":354},{"repoName":"pascalorg/editor","repoUrl":"https://github.com/pascalorg/editor","summary":"Create and share 3D architectural projects.","signalBadge":"new","spanPresence":["daily"],"stars":19344,"daysSinceCreation":286},{"repoName":"virgiliojr94/book-to-skill","repoUrl":"https://github.com/virgiliojr94/book-to-skill","summary":"Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.","signalBadge":"new","spanPresence":["daily"],"stars":12272,"daysSinceCreation":89},{"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":87434,"daysSinceCreation":417}]},{"category":"On-device & Multimodal AI","summary":"On-device & Multimodal AI matters today because this cluster keeps recurring across spans.","repos":[{"repoName":"moeru-ai/airi","repoUrl":"https://github.com/moeru-ai/airi","summary":"💖🧸 Self hosted, you-owned Grok Companion, a container of souls of waifu, cyber livings to bring them into our worlds, wishing to achieve Neuro-sama's altitude. Capable of realtime voice chat, Minecraft, Factorio playing. Web / macOS / Windows supported.","signalBadge":"new","spanPresence":["daily"],"stars":45201,"daysSinceCreation":605},{"repoName":"huggingface/speech-to-speech","repoUrl":"https://github.com/huggingface/speech-to-speech","summary":"Build local voice agents with open-source models Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["daily","monthly"],"stars":7657,"daysSinceCreation":721},{"repoName":"microsoft/VibeVoice","repoUrl":"https://github.com/microsoft/VibeVoice","summary":"Open-Source Frontier Voice AI","signalBadge":"new","spanPresence":["daily"],"stars":51106,"daysSinceCreation":338}]},{"category":"Prompt & Skill Libraries","summary":"Prompt & Skill Libraries is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"emilkowalski/skills","repoUrl":"https://github.com/emilkowalski/skills","summary":"Skills for Design Engineers.","signalBadge":"cooling","spanPresence":["monthly"],"stars":22369,"daysSinceCreation":135},{"repoName":"mattpocock/skills","repoUrl":"https://github.com/mattpocock/skills","summary":"Skills for Real Engineers. Straight from my .agents directory.","signalBadge":"new","spanPresence":["weekly"],"stars":194084,"daysSinceCreation":176},{"repoName":"obra/superpowers","repoUrl":"https://github.com/obra/superpowers","summary":"An agentic skills framework & software development methodology that works.","signalBadge":"new","spanPresence":["daily"],"stars":263020,"daysSinceCreation":293},{"repoName":"earthtojake/text-to-cad","repoUrl":"https://github.com/earthtojake/text-to-cad","summary":"A collection of agent skills for CAD, robotics and hardware design","signalBadge":"new","spanPresence":["weekly"],"stars":11742,"daysSinceCreation":98}]},{"category":"ML & GPU Infrastructure","summary":"ML & GPU Infrastructure is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"MoonshotAI/FlashKDA","repoUrl":"https://github.com/MoonshotAI/FlashKDA","summary":"FlashKDA: high-performance Kimi Delta Attention kernels","signalBadge":"new","spanPresence":["daily"],"stars":908,"daysSinceCreation":100},{"repoName":"maderix/ANE","repoUrl":"https://github.com/maderix/ANE","summary":"Training neural networks on Apple Neural Engine via reverse-engineered private APIs","signalBadge":"new","spanPresence":["daily"],"stars":7081,"daysSinceCreation":151}]}],"meta":{"generatedAt":"2026-07-29T14:25:31Z","rulesVersion":"v1","degraded":false,"fallbackUsed":true,"repoCount":55,"signalCount":0},"locale":"en"}