{"reportDate":"2026-07-04","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":"openai/codex-plugin-cc","repoUrl":"https://github.com/openai/codex-plugin-cc","summary":"Use Codex from Claude Code to review code or delegate tasks. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":23731,"daysSinceCreation":96},{"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":83510,"daysSinceCreation":91},{"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":9513,"daysSinceCreation":88},{"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 📱! Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":17796,"daysSinceCreation":2387},{"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. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":32846,"daysSinceCreation":97},{"repoName":"ChromeDevTools/chrome-devtools-mcp","repoUrl":"https://github.com/ChromeDevTools/chrome-devtools-mcp","summary":"Chrome DevTools for coding agents","signalBadge":"new","spanPresence":["daily"],"stars":45647,"daysSinceCreation":296},{"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.","signalBadge":"new","spanPresence":["weekly"],"stars":11127,"daysSinceCreation":141},{"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 noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["daily","monthly"],"stars":48480,"daysSinceCreation":427},{"repoName":"browser-use/video-use","repoUrl":"https://github.com/browser-use/video-use","summary":"Edit videos with coding agents","signalBadge":"new","spanPresence":["weekly"],"stars":14575,"daysSinceCreation":83},{"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":["daily"],"stars":3694,"daysSinceCreation":151},{"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":11897,"daysSinceCreation":109},{"repoName":"immich-app/immich","repoUrl":"https://github.com/immich-app/immich","summary":"High performance self-hosted photo and video management solution.","signalBadge":"new","spanPresence":["daily"],"stars":105418,"daysSinceCreation":1612},{"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":"new","spanPresence":["weekly"],"stars":25431,"daysSinceCreation":113},{"repoName":"CoplayDev/unity-mcp","repoUrl":"https://github.com/CoplayDev/unity-mcp","summary":"Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.","signalBadge":"new","spanPresence":["daily"],"stars":11401,"daysSinceCreation":473},{"repoName":"alirezarezvani/claude-skills","repoUrl":"https://github.com/alirezarezvani/claude-skills","summary":"337 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 330+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.","signalBadge":"new","spanPresence":["daily"],"stars":19969,"daysSinceCreation":258},{"repoName":"mukul975/Anthropic-Cybersecurity-Skills","repoUrl":"https://github.com/mukul975/Anthropic-Cybersecurity-Skills","summary":"817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains · Apache 2.0","signalBadge":"cooling","spanPresence":["monthly"],"stars":24289}]},{"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","monthly","weekly"],"stars":35554,"daysSinceCreation":333},{"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":46335,"daysSinceCreation":400},{"repoName":"alibaba/page-agent","repoUrl":"https://github.com/alibaba/page-agent","summary":"JavaScript in-page GUI agent. Control web interfaces with natural language. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":22771,"daysSinceCreation":284},{"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":9670,"daysSinceCreation":80},{"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":50273,"daysSinceCreation":130},{"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":48822,"daysSinceCreation":162},{"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.","signalBadge":"new","spanPresence":["daily"],"stars":14579,"daysSinceCreation":555},{"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":130335,"daysSinceCreation":2789},{"repoName":"ogulcancelik/herdr","repoUrl":"https://github.com/ogulcancelik/herdr","summary":"agent multiplexer that lives in your terminal. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","monthly","weekly"],"stars":11137,"daysSinceCreation":99},{"repoName":"harvard-edge/cs249r_book","repoUrl":"https://github.com/harvard-edge/cs249r_book","summary":"Machine Learning Systems","signalBadge":"new","spanPresence":["daily"],"stars":26418,"daysSinceCreation":1032},{"repoName":"logto-io/logto","repoUrl":"https://github.com/logto-io/logto","summary":"🧑‍🚀 Authentication and authorization infrastructure for SaaS and AI apps, built on OIDC and OAuth 2.1 with multi-tenancy, SSO, and RBAC.","signalBadge":"new","spanPresence":["weekly"],"stars":13684,"daysSinceCreation":1841},{"repoName":"interviewstreet/hiring-agent","repoUrl":"https://github.com/interviewstreet/hiring-agent","summary":"AI agent to evaluate and score resumes. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":4625,"daysSinceCreation":340},{"repoName":"rommapp/romm","repoUrl":"https://github.com/rommapp/romm","summary":"A beautiful, powerful, self-hosted rom manager and player.","signalBadge":"new","spanPresence":["daily"],"stars":9991,"daysSinceCreation":1214},{"repoName":"Starmel/OpenSuperWhisper","repoUrl":"https://github.com/Starmel/OpenSuperWhisper","summary":"macOS dictation app","signalBadge":"new","spanPresence":["weekly"],"stars":1680,"daysSinceCreation":513},{"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.","signalBadge":"new","spanPresence":["weekly"],"stars":126852,"daysSinceCreation":264},{"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":11072,"daysSinceCreation":1573},{"repoName":"chthollyphile/folia-major","repoUrl":"https://github.com/chthollyphile/folia-major","summary":"专注于绚丽的歌词动画效果的本地音乐/navidrome/第三方网易云播放器","signalBadge":"new","spanPresence":["daily"],"stars":932,"daysSinceCreation":218},{"repoName":"openai/plugins","repoUrl":"https://github.com/openai/plugins","summary":"OpenAI Plugins","signalBadge":"cooling","spanPresence":["monthly"],"stars":4004},{"repoName":"t8y2/dbx","repoUrl":"https://github.com/t8y2/dbx","summary":"15MB, lightweight, cross-platform database client. Supports MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, ClickHouse, SQL Server and more.15MB，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":8535},{"repoName":"crynta/terax-ai","repoUrl":"https://github.com/crynta/terax-ai","summary":"Lightweight (7MB) Terminal-first AI-native dev workspace","signalBadge":"new","spanPresence":["daily"],"stars":7929,"daysSinceCreation":74},{"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":34757},{"repoName":"apache/maven","repoUrl":"https://github.com/apache/maven","summary":"Apache Maven core","signalBadge":"new","spanPresence":["weekly"],"stars":5265,"daysSinceCreation":6253},{"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":56113},{"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":6693,"daysSinceCreation":166},{"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":"new","spanPresence":["weekly"],"stars":54097,"daysSinceCreation":175}]},{"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":25889,"daysSinceCreation":130}]},{"category":"Prompt & Skill Libraries","summary":"Prompt & Skill Libraries is worth a quick scan today because it surfaced in the report selection.","repos":[{"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":22434,"daysSinceCreation":125},{"repoName":"agentskills/agentskills","repoUrl":"https://github.com/agentskills/agentskills","summary":"Specification and documentation for Agent Skills","signalBadge":"new","spanPresence":["daily"],"stars":22186,"daysSinceCreation":200},{"repoName":"mattpocock/skills","repoUrl":"https://github.com/mattpocock/skills","summary":"Skills for Real Engineers. Straight from my .claude directory.","signalBadge":"new","spanPresence":["daily"],"stars":156160,"daysSinceCreation":151}]},{"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":26907,"daysSinceCreation":1053}]},{"category":"ML & GPU Infrastructure","summary":"ML & GPU Infrastructure is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"allenai/olmocr","repoUrl":"https://github.com/allenai/olmocr","summary":"Toolkit for linearizing PDFs for LLM datasets/training","signalBadge":"new","spanPresence":["weekly"],"stars":18669,"daysSinceCreation":655}]},{"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":46595}]}],"meta":{"generatedAt":"2026-07-04T13:51:20Z","rulesVersion":"v1","degraded":false,"fallbackUsed":true,"repoCount":48,"signalCount":0},"locale":"en"}