{"reportDate":"2026-07-15","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":"OpenCut-app/OpenCut","repoUrl":"https://github.com/OpenCut-app/OpenCut","summary":"The open-source CapCut alternative Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","monthly","weekly"],"stars":70338,"daysSinceCreation":388},{"repoName":"abseil/abseil-cpp","repoUrl":"https://github.com/abseil/abseil-cpp","summary":"Abseil Common Libraries (C++)","signalBadge":"new","spanPresence":["weekly"],"stars":17990,"daysSinceCreation":3220},{"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. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":22801,"daysSinceCreation":119},{"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":21292,"daysSinceCreation":5728},{"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":["weekly"],"stars":17425,"daysSinceCreation":122},{"repoName":"HKUDS/Vibe-Trading","repoUrl":"https://github.com/HKUDS/Vibe-Trading","summary":"\"Vibe-Trading: Your Personal Trading Agent\" Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":23402,"daysSinceCreation":105},{"repoName":"kunchenguid/no-mistakes","repoUrl":"https://github.com/kunchenguid/no-mistakes","summary":"git push no-mistakes","signalBadge":"cooling","spanPresence":["monthly"],"stars":6266,"daysSinceCreation":101},{"repoName":"chriskohlhoff/asio","repoUrl":"https://github.com/chriskohlhoff/asio","summary":"Asio C++ Library","signalBadge":"new","spanPresence":["weekly"],"stars":6172,"daysSinceCreation":5629},{"repoName":"HKUDS/DeepTutor","repoUrl":"https://github.com/HKUDS/DeepTutor","summary":"DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/ .","signalBadge":"new","spanPresence":["daily"],"stars":26063,"daysSinceCreation":199},{"repoName":"HenryNdubuaku/maths-cs-ai-compendium","repoUrl":"https://github.com/HenryNdubuaku/maths-cs-ai-compendium","summary":"Become a cracked AI/ML Research Engineer","signalBadge":"new","spanPresence":["daily"],"stars":5678,"daysSinceCreation":162},{"repoName":"oven-sh/bun","repoUrl":"https://github.com/oven-sh/bun","summary":"Incredibly fast JavaScript runtime, bundler, test runner, and package manager – all in one","signalBadge":"new","spanPresence":["weekly"],"stars":94741,"daysSinceCreation":1918},{"repoName":"YimMenu/YimMenuV2","repoUrl":"https://github.com/YimMenu/YimMenuV2","summary":"Experimental menu for GTA 5: Enhanced","signalBadge":"new","spanPresence":["daily"],"stars":1370,"daysSinceCreation":1069},{"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":"new","spanPresence":["daily"],"stars":14067,"daysSinceCreation":119},{"repoName":"gabime/spdlog","repoUrl":"https://github.com/gabime/spdlog","summary":"Fast C++ logging library.","signalBadge":"cooling","spanPresence":["monthly"],"stars":29225,"daysSinceCreation":4274},{"repoName":"GoogleCloudPlatform/knowledge-catalog","repoUrl":"https://github.com/GoogleCloudPlatform/knowledge-catalog","summary":"Google Cloud Knowledge Catalog Tools and Samples","signalBadge":"cooling","spanPresence":["monthly"],"stars":7092,"daysSinceCreation":72},{"repoName":"interviewstreet/hiring-agent","repoUrl":"https://github.com/interviewstreet/hiring-agent","summary":"AI agent to evaluate and score resumes.","signalBadge":"cooling","spanPresence":["monthly"],"stars":5893,"daysSinceCreation":351},{"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":18656,"daysSinceCreation":2398},{"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":74681,"daysSinceCreation":4377},{"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":11730,"daysSinceCreation":1584},{"repoName":"actions/checkout","repoUrl":"https://github.com/actions/checkout","summary":"Action for checking out a repo","signalBadge":"new","spanPresence":["weekly"],"stars":8504,"daysSinceCreation":2553}]},{"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":"Nutlope/hallmark","repoUrl":"https://github.com/Nutlope/hallmark","summary":"Anti-AI-slop design skill for Claude Code, Cursor, and Codex. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":7080,"daysSinceCreation":79},{"repoName":"google-labs-code/stitch-skills","repoUrl":"https://github.com/google-labs-code/stitch-skills","summary":"A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CLI, Claude Code, Cursor.","signalBadge":"new","spanPresence":["weekly"],"stars":7405,"daysSinceCreation":180},{"repoName":"mattpocock/skills","repoUrl":"https://github.com/mattpocock/skills","summary":"Skills for Real Engineers. Straight from my .claude directory.","signalBadge":"new","spanPresence":["daily"],"stars":171635,"daysSinceCreation":162},{"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":57975,"daysSinceCreation":438},{"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":56659,"daysSinceCreation":141},{"repoName":"Shubhamsaboo/awesome-llm-apps","repoUrl":"https://github.com/Shubhamsaboo/awesome-llm-apps","summary":"100+ AI Agent & RAG apps you can actually run — clone, customize, ship. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":121585,"daysSinceCreation":807},{"repoName":"coreyhaines31/marketingskills","repoUrl":"https://github.com/coreyhaines31/marketingskills","summary":"Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.","signalBadge":"new","spanPresence":["daily"],"stars":39449,"daysSinceCreation":181},{"repoName":"tt-a1i/archify","repoUrl":"https://github.com/tt-a1i/archify","summary":"Any agent Skill: generate beautiful architecture diagrams with dark/light theme toggle and PNG/JPEG/WebP/SVG export","signalBadge":"new","spanPresence":["weekly"],"stars":4924,"daysSinceCreation":91},{"repoName":"pbakaus/impeccable","repoUrl":"https://github.com/pbakaus/impeccable","summary":"The design language that makes your AI harness better at design.","signalBadge":"new","spanPresence":["weekly"],"stars":46919,"daysSinceCreation":241},{"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":["weekly"],"stars":48908,"daysSinceCreation":1065}]},{"category":"AI Infra & Protocols","summary":"AI Infra & Protocols matters today because this cluster keeps recurring across spans.","repos":[{"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 Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":8297,"daysSinceCreation":588},{"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":19648,"daysSinceCreation":120},{"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":16673,"daysSinceCreation":110},{"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":17585,"daysSinceCreation":152},{"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":26713,"daysSinceCreation":295},{"repoName":"TencentCloud/CubeSandbox","repoUrl":"https://github.com/TencentCloud/CubeSandbox","summary":"Instant, Concurrent, Secure & Lightweight Sandbox for AI Agents.","signalBadge":"new","spanPresence":["weekly"],"stars":10261,"daysSinceCreation":96}]},{"category":"On-device & Multimodal AI","summary":"On-device & Multimodal AI matters today because this cluster keeps recurring across spans.","repos":[{"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":38801,"daysSinceCreation":108},{"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":42350,"daysSinceCreation":591},{"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 Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":24861,"daysSinceCreation":566}]},{"category":"Security & Reverse Engineering","summary":"Security & Reverse Engineering is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"Dicklesworthstone/destructive_command_guard","repoUrl":"https://github.com/Dicklesworthstone/destructive_command_guard","summary":"The Destructive Command Guard (dcg) is for blocking dangerous git and shell commands from being executed by agents.","signalBadge":"new","spanPresence":["daily"],"stars":4601,"daysSinceCreation":189},{"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":41737,"daysSinceCreation":344}]},{"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":"openinterpreter/openinterpreter","repoUrl":"https://github.com/openinterpreter/openinterpreter","summary":"A coding agent for low-cost models","signalBadge":"new","spanPresence":["daily"],"stars":65202,"daysSinceCreation":1097},{"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":28752,"daysSinceCreation":107},{"repoName":"davila7/claude-code-templates","repoUrl":"https://github.com/davila7/claude-code-templates","summary":"CLI tool for configuring and monitoring Claude Code","signalBadge":"new","spanPresence":["weekly"],"stars":29528,"daysSinceCreation":376}]},{"category":"Memory, RAG & Context","summary":"Memory, RAG & Context 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":31737,"daysSinceCreation":141}]}],"meta":{"generatedAt":"2026-07-15T14:00:11Z","rulesVersion":"v1","degraded":false,"fallbackUsed":true,"repoCount":45,"signalCount":0},"locale":"en"}