{"reportDate":"2026-07-02","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":"usestrix/strix","repoUrl":"https://github.com/usestrix/strix","summary":"Open-source AI penetration testing tool to find and fix your app’s vulnerabilities. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":31124,"daysSinceCreation":331},{"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":45812,"daysSinceCreation":398},{"repoName":"msitarzewski/agency-agents","repoUrl":"https://github.com/msitarzewski/agency-agents","summary":"A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":125097,"daysSinceCreation":262},{"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. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":48871,"daysSinceCreation":128},{"repoName":"kunchenguid/no-mistakes","repoUrl":"https://github.com/kunchenguid/no-mistakes","summary":"git push no-mistakes","signalBadge":"new","spanPresence":["weekly"],"stars":4843,"daysSinceCreation":88},{"repoName":"mvanhorn/last30days-skill","repoUrl":"https://github.com/mvanhorn/last30days-skill","summary":"AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary","signalBadge":"cooling","spanPresence":["monthly"],"stars":48425,"daysSinceCreation":160},{"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":129930,"daysSinceCreation":2787},{"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":"new","spanPresence":["weekly"],"stars":9344,"daysSinceCreation":78},{"repoName":"lfnovo/open-notebook","repoUrl":"https://github.com/lfnovo/open-notebook","summary":"An Open Source implementation of Notebook LM with more flexibility and features","signalBadge":"cooling","spanPresence":["monthly"],"stars":34457,"daysSinceCreation":619},{"repoName":"actions/checkout","repoUrl":"https://github.com/actions/checkout","summary":"Action for checking out a repo","signalBadge":"new","spanPresence":["daily"],"stars":8102,"daysSinceCreation":2540},{"repoName":"NVIDIA/cosmos","repoUrl":"https://github.com/NVIDIA/cosmos","summary":"NVIDIA Cosmos is an open platform of world models, datasets, and tools that enables developers to build Physical AI for robots, autonomous vehicles, smart infrastructure, and more.","signalBadge":"cooling","spanPresence":["monthly"],"stars":10786,"daysSinceCreation":549},{"repoName":"HKUDS/Vibe-Trading","repoUrl":"https://github.com/HKUDS/Vibe-Trading","summary":"\"Vibe-Trading: Your Personal Trading Agent\"","signalBadge":"new","spanPresence":["daily"],"stars":17166,"daysSinceCreation":92},{"repoName":"openai/plugins","repoUrl":"https://github.com/openai/plugins","summary":"OpenAI Plugins","signalBadge":"cooling","spanPresence":["monthly"],"stars":3916,"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":9956,"daysSinceCreation":97},{"repoName":"langflow-ai/langflow","repoUrl":"https://github.com/langflow-ai/langflow","summary":"Langflow is a powerful tool for building and deploying AI-powered agents and workflows.","signalBadge":"new","spanPresence":["daily"],"stars":150475,"daysSinceCreation":1240},{"repoName":"interviewstreet/hiring-agent","repoUrl":"https://github.com/interviewstreet/hiring-agent","summary":"AI agent to evaluate and score resumes.","signalBadge":"new","spanPresence":["weekly"],"stars":4314,"daysSinceCreation":338},{"repoName":"Leonxlnx/taste-skill","repoUrl":"https://github.com/Leonxlnx/taste-skill","summary":"Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop","signalBadge":"cooling","spanPresence":["monthly"],"stars":54826,"daysSinceCreation":133},{"repoName":"harvard-edge/cs249r_book","repoUrl":"https://github.com/harvard-edge/cs249r_book","summary":"Machine Learning Systems","signalBadge":"new","spanPresence":["daily"],"stars":25244,"daysSinceCreation":1030},{"repoName":"t8y2/dbx","repoUrl":"https://github.com/t8y2/dbx","summary":"15MB, lightweight, cross-platform database client. 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A library that adds QUIC + NAT Traversal to your apps.","signalBadge":"cooling","spanPresence":["monthly"],"stars":11001,"daysSinceCreation":1571},{"repoName":"OpenCut-app/OpenCut","repoUrl":"https://github.com/OpenCut-app/OpenCut","summary":"The open-source CapCut alternative","signalBadge":"cooling","spanPresence":["monthly"],"stars":61282},{"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":["weekly"],"stars":55008,"daysSinceCreation":1119},{"repoName":"craft-ai-agents/craft-agents-oss","repoUrl":"https://github.com/craft-ai-agents/craft-agents-oss","summary":"Worth a quick look today because it surfaced clearly in the trend pipeline.","signalBadge":"new","spanPresence":["weekly"],"stars":6628,"daysSinceCreation":164}]},{"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":"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":8550,"daysSinceCreation":86},{"repoName":"JuliusBrussee/caveman","repoUrl":"https://github.com/JuliusBrussee/caveman","summary":"🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman","signalBadge":"new","spanPresence":["daily"],"stars":79859,"daysSinceCreation":89},{"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":"new","spanPresence":["weekly"],"stars":17620,"daysSinceCreation":2385},{"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. 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DESIGN.md gives agents a persistent, structured understanding of a design system.","signalBadge":"new","spanPresence":["weekly"],"stars":24281,"daysSinceCreation":83},{"repoName":"ChromeDevTools/chrome-devtools-mcp","repoUrl":"https://github.com/ChromeDevTools/chrome-devtools-mcp","summary":"Chrome DevTools for coding agents","signalBadge":"new","spanPresence":["daily"],"stars":44964,"daysSinceCreation":294},{"repoName":"browser-use/video-use","repoUrl":"https://github.com/browser-use/video-use","summary":"Edit videos with coding agents Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":13586,"daysSinceCreation":81},{"repoName":"affaan-m/ECC","repoUrl":"https://github.com/affaan-m/ECC","summary":"The agent harness performance optimization system. 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Updated regularly.","signalBadge":"cooling","spanPresence":["monthly"],"stars":47791,"daysSinceCreation":425},{"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. 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RTK+Caveman stacked compression saves 15-95% tokens, smart auto-fallback, MCP/A2A, multimodal APIs, Desktop/PWA.","signalBadge":"new","spanPresence":["weekly"],"stars":10069,"daysSinceCreation":139}]},{"category":"AI Infra & Protocols","summary":"AI Infra & Protocols matters today because this cluster keeps recurring across spans.","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. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":24374,"daysSinceCreation":128}]},{"category":"Developer Tools & Productivity","summary":"Developer Tools & Productivity is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"ripienaar/free-for-dev","repoUrl":"https://github.com/ripienaar/free-for-dev","summary":"A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev","signalBadge":"new","spanPresence":["weekly"],"stars":127758,"daysSinceCreation":4124}]},{"category":"Prompt & Skill Libraries","summary":"Prompt & Skill Libraries is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"obra/superpowers","repoUrl":"https://github.com/obra/superpowers","summary":"An agentic skills framework & software development methodology that works.","signalBadge":"new","spanPresence":["daily"],"stars":244077,"daysSinceCreation":266},{"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":22154,"daysSinceCreation":123},{"repoName":"agentskills/agentskills","repoUrl":"https://github.com/agentskills/agentskills","summary":"Specification and documentation for Agent Skills","signalBadge":"new","spanPresence":["daily"],"stars":21448,"daysSinceCreation":198},{"repoName":"aws/agent-toolkit-for-aws","repoUrl":"https://github.com/aws/agent-toolkit-for-aws","summary":"Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS","signalBadge":"new","spanPresence":["weekly"],"stars":1706,"daysSinceCreation":70}]},{"category":"Memory, RAG & Context","summary":"Memory, RAG & Context is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"topoteretes/cognee","repoUrl":"https://github.com/topoteretes/cognee","summary":"Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.","signalBadge":"new","spanPresence":["weekly"],"stars":26539,"daysSinceCreation":1051},{"repoName":"alibaba/zvec","repoUrl":"https://github.com/alibaba/zvec","summary":"A lightweight, lightning-fast, in-process vector database","signalBadge":"cooling","spanPresence":["monthly"],"stars":12701,"daysSinceCreation":209}]},{"category":"ML & GPU Infrastructure","summary":"ML & GPU Infrastructure is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"pytorch/pytorch","repoUrl":"https://github.com/pytorch/pytorch","summary":"Tensors and Dynamic neural networks in Python with strong GPU acceleration","signalBadge":"new","spanPresence":["daily"],"stars":101095,"daysSinceCreation":3610}]},{"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":"roboflow/supervision","repoUrl":"https://github.com/roboflow/supervision","summary":"We write your reusable computer vision tools. 💜","signalBadge":"cooling","spanPresence":["monthly"],"stars":46240,"daysSinceCreation":1312}]}],"meta":{"generatedAt":"2026-07-02T14:22:20Z","rulesVersion":"v1","degraded":false,"fallbackUsed":true,"repoCount":51,"signalCount":0},"locale":"en"}