{"reportDate":"2026-07-25","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":"Developer Tools & Productivity","summary":"Developer Tools & Productivity 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":["daily"],"stars":11062,"daysSinceCreation":141},{"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":19566,"daysSinceCreation":319},{"repoName":"MadsLorentzen/ai-job-search","repoUrl":"https://github.com/MadsLorentzen/ai-job-search","summary":"The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.","signalBadge":"cooling","spanPresence":["monthly"],"stars":26636,"daysSinceCreation":129},{"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":73895,"daysSinceCreation":198},{"repoName":"citrolabs/ego-lite","repoUrl":"https://github.com/citrolabs/ego-lite","summary":"The fastest browser for AI agents to run web 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":["daily"],"stars":3184,"daysSinceCreation":100},{"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":"cooling","spanPresence":["monthly"],"stars":14004,"daysSinceCreation":109},{"repoName":"agegr/pi-web","repoUrl":"https://github.com/agegr/pi-web","summary":"Web UI for the pi coding agent","signalBadge":"new","spanPresence":["weekly"],"stars":2699,"daysSinceCreation":125},{"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":21323,"daysSinceCreation":5738},{"repoName":"Pumpkin-MC/Pumpkin","repoUrl":"https://github.com/Pumpkin-MC/Pumpkin","summary":"Empowering everyone to host fast and efficient Minecraft servers. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":9535,"daysSinceCreation":727},{"repoName":"permissionlesstech/bitchat","repoUrl":"https://github.com/permissionlesstech/bitchat","summary":"bluetooth mesh chat, IRC vibes","signalBadge":"new","spanPresence":["daily"],"stars":28177,"daysSinceCreation":386},{"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":43351,"daysSinceCreation":129},{"repoName":"palmier-io/palmier-pro","repoUrl":"https://github.com/palmier-io/palmier-pro","summary":"macOS video editor built for AI","signalBadge":"new","spanPresence":["daily"],"stars":12034,"daysSinceCreation":109},{"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":["daily"],"stars":4564,"daysSinceCreation":86},{"repoName":"HKUDS/DeepTutor","repoUrl":"https://github.com/HKUDS/DeepTutor","summary":"DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/ .","signalBadge":"new","spanPresence":["weekly"],"stars":29679,"daysSinceCreation":209},{"repoName":"Lordog/dive-into-llms","repoUrl":"https://github.com/Lordog/dive-into-llms","summary":"《动手学大模型Dive into LLMs》系列编程实践教程","signalBadge":"new","spanPresence":["daily"],"stars":45260,"daysSinceCreation":838},{"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":22060,"daysSinceCreation":132},{"repoName":"OtterMind/Chat2DB","repoUrl":"https://github.com/OtterMind/Chat2DB","summary":"🔥🔥🔥 AI-driven database tool and SQL client, The hottest GUI client, supporting MySQL, Oracle, PostgreSQL, DB2, SQL Server, DB2, SQLite, H2, ClickHouse, and more.","signalBadge":"new","spanPresence":["daily"],"stars":26511,"daysSinceCreation":1131},{"repoName":"schollz/croc","repoUrl":"https://github.com/schollz/croc","summary":"Easily and securely send things from one computer to another 🐊 📦","signalBadge":"new","spanPresence":["weekly"],"stars":38408,"daysSinceCreation":3203},{"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":75040,"daysSinceCreation":4387},{"repoName":"HKUDS/Vibe-Trading","repoUrl":"https://github.com/HKUDS/Vibe-Trading","summary":"\"Vibe-Trading: Your Personal Trading Agent\"","signalBadge":"cooling","spanPresence":["monthly"],"stars":27459,"daysSinceCreation":115},{"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":7838,"daysSinceCreation":148},{"repoName":"hyprwm/Hyprland","repoUrl":"https://github.com/hyprwm/Hyprland","summary":"Hyprland is an independent, highly customizable, dynamic tiling Wayland compositor that doesn't sacrifice on its looks.","signalBadge":"new","spanPresence":["weekly"],"stars":37444,"daysSinceCreation":1592},{"repoName":"OpenCut-app/OpenCut","repoUrl":"https://github.com/OpenCut-app/OpenCut","summary":"The open-source CapCut alternative","signalBadge":"cooling","spanPresence":["monthly"],"stars":78582},{"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":19019}]},{"category":"Prompt & Skill Libraries","summary":"Prompt & Skill Libraries looks worth watching today because at least one repo in this cluster is gaining momentum.","repos":[{"repoName":"ComposioHQ/awesome-claude-skills","repoUrl":"https://github.com/ComposioHQ/awesome-claude-skills","summary":"A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":70377,"daysSinceCreation":281},{"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":49718,"daysSinceCreation":1075},{"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 GPT-5.6, Codex GPT-5.6, GPT-5.5. 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":60402,"daysSinceCreation":448},{"repoName":"mattpocock/skills","repoUrl":"https://github.com/mattpocock/skills","summary":"Skills for Real Engineers. Straight from my .agents directory. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":187701,"daysSinceCreation":172},{"repoName":"Nutlope/hallmark","repoUrl":"https://github.com/Nutlope/hallmark","summary":"Anti-AI-slop design skill for Claude Code, Cursor, and Codex. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":17414,"daysSinceCreation":89},{"repoName":"ibelick/ui-skills","repoUrl":"https://github.com/ibelick/ui-skills","summary":"Skills for Design Engineers","signalBadge":"new","spanPresence":["weekly"],"stars":6373,"daysSinceCreation":199}]},{"category":"AI Infra & Protocols","summary":"AI Infra & Protocols matters today because this cluster keeps recurring across spans.","repos":[{"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":29595,"daysSinceCreation":162},{"repoName":"1jehuang/jcode","repoUrl":"https://github.com/1jehuang/jcode","summary":"The most intelligent agent harness for code","signalBadge":"new","spanPresence":["weekly"],"stars":11345,"daysSinceCreation":201},{"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. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":28762,"daysSinceCreation":130},{"repoName":"obra/superpowers","repoUrl":"https://github.com/obra/superpowers","summary":"An agentic skills framework & software development methodology that works.","signalBadge":"new","spanPresence":["daily"],"stars":260845,"daysSinceCreation":289},{"repoName":"ogulcancelik/herdr","repoUrl":"https://github.com/ogulcancelik/herdr","summary":"agent multiplexer that lives in your terminal.","signalBadge":"cooling","spanPresence":["monthly"],"stars":20616,"daysSinceCreation":120},{"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":27773,"daysSinceCreation":305},{"repoName":"andrewyng/aisuite","repoUrl":"https://github.com/andrewyng/aisuite","summary":"Simple, unified interface to multiple Generative AI providers","signalBadge":"new","spanPresence":["daily"],"stars":15141,"daysSinceCreation":755},{"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":233112,"daysSinceCreation":188},{"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":8824,"daysSinceCreation":598}]},{"category":"AI Coding Tools & Agents","summary":"AI Coding Tools & Agents is worth a quick scan today because it surfaced in the report selection.","repos":[{"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.","signalBadge":"new","spanPresence":["daily"],"stars":12649,"daysSinceCreation":68},{"repoName":"MoonshotAI/kimi-code","repoUrl":"https://github.com/MoonshotAI/kimi-code","summary":"Kimi Code CLI — The Starting Point for Next-Gen Agents","signalBadge":"new","spanPresence":["weekly"],"stars":5009,"daysSinceCreation":64},{"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":77381,"daysSinceCreation":350},{"repoName":"MoonshotAI/kimi-cli","repoUrl":"https://github.com/MoonshotAI/kimi-cli","summary":"Kimi Code CLI is your next CLI agent.","signalBadge":"new","spanPresence":["weekly"],"stars":10815,"daysSinceCreation":283}]},{"category":"Memory, RAG & Context","summary":"Memory, RAG & Context is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"tirth8205/code-review-graph","repoUrl":"https://github.com/tirth8205/code-review-graph","summary":"Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.","signalBadge":"new","spanPresence":["weekly"],"stars":26330,"daysSinceCreation":149},{"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":35203,"daysSinceCreation":151},{"repoName":"RyanCodrai/turbovec","repoUrl":"https://github.com/RyanCodrai/turbovec","summary":"A vector index built on TurboQuant, written in Rust with Python bindings","signalBadge":"new","spanPresence":["daily"],"stars":14171,"daysSinceCreation":121}]},{"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":"Automattic/harper","repoUrl":"https://github.com/Automattic/harper","summary":"Offline, privacy-first grammar checker. Fast, open-source, Rust-powered","signalBadge":"new","spanPresence":["daily"],"stars":13244,"daysSinceCreation":1007},{"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":26557,"daysSinceCreation":576},{"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":86208,"daysSinceCreation":413},{"repoName":"jamiepine/voicebox","repoUrl":"https://github.com/jamiepine/voicebox","summary":"The open-source AI voice studio. Clone, dictate, create.","signalBadge":"new","spanPresence":["weekly"],"stars":46623,"daysSinceCreation":181},{"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":10001,"daysSinceCreation":92},{"repoName":"calesthio/OpenMontage","repoUrl":"https://github.com/calesthio/OpenMontage","summary":"World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video production studio.","signalBadge":"cooling","spanPresence":["monthly"],"stars":42127}]},{"category":"ML & GPU Infrastructure","summary":"ML & GPU Infrastructure is worth a quick scan today because it surfaced in the report selection.","repos":[{"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":["daily"],"stars":33665,"daysSinceCreation":389},{"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":15356,"daysSinceCreation":101}]},{"category":"Security & Reverse Engineering","summary":"Security & Reverse Engineering is worth a quick scan today because it surfaced in the report selection.","repos":[{"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":44107,"daysSinceCreation":354}]}],"meta":{"generatedAt":"2026-07-25T13:52:41Z","rulesVersion":"v1","degraded":false,"fallbackUsed":true,"repoCount":55,"signalCount":0},"locale":"en"}