{"reportDate":"2026-09-02","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":"ML & GPU Infrastructure","summary":"ML & GPU Infrastructure looks worth watching today because at least one repo in this cluster is gaining momentum.","repos":[{"repoName":"google-research/timesfm","repoUrl":"https://github.com/google-research/timesfm","summary":"TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":29299,"daysSinceCreation":856},{"repoName":"jingyaogong/minimind","repoUrl":"https://github.com/jingyaogong/minimind","summary":"🧠 Train a 64M-parameter LLM from scratch in just 2h!","signalBadge":"new","spanPresence":["weekly"],"stars":57699,"daysSinceCreation":767},{"repoName":"modular/modular","repoUrl":"https://github.com/modular/modular","summary":"The Modular Platform (includes MAX & Mojo)","signalBadge":"cooling","spanPresence":["monthly"],"stars":29470,"daysSinceCreation":1223},{"repoName":"youssofal/MTPLX","repoUrl":"https://github.com/youssofal/MTPLX","summary":"3x faster speeds on MLX | Qwen 3.8 27B | Native MTP Speculative Decoding On Apple Silicon With No External Drafter.","signalBadge":"cooling","spanPresence":["monthly"],"stars":1940}]},{"category":"Developer Tools & Productivity","summary":"Developer Tools & Productivity matters today because this cluster keeps recurring across spans.","repos":[{"repoName":"fmtlib/fmt","repoUrl":"https://github.com/fmtlib/fmt","summary":"A modern formatting library","signalBadge":"new","spanPresence":["daily"],"stars":23995,"daysSinceCreation":5017},{"repoName":"bilawalsidhu/gods-eye-view","repoUrl":"https://github.com/bilawalsidhu/gods-eye-view","summary":"A spy satellite simulator in your browser, except the data is real. Live open source spatial intelligence on a photorealistic 3D globe.","signalBadge":"new","spanPresence":["weekly"],"stars":15754,"daysSinceCreation":72},{"repoName":"omacom/omarchy","repoUrl":"https://github.com/omacom/omarchy","summary":"Beautiful, Modern & Opinionated Linux Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":37208,"daysSinceCreation":458},{"repoName":"zedeus/nitter","repoUrl":"https://github.com/zedeus/nitter","summary":"Alternative Twitter front-end","signalBadge":"new","spanPresence":["weekly"],"stars":14069,"daysSinceCreation":2631},{"repoName":"sngyai/Sequoia-X","repoUrl":"https://github.com/sngyai/Sequoia-X","summary":"A股自动选股系统 — 多种技术形态自动扫描，收盘后自动运行并推送飞书","signalBadge":"new","spanPresence":["daily"],"stars":5994,"daysSinceCreation":2966},{"repoName":"AprilNEA/OpenLogi","repoUrl":"https://github.com/AprilNEA/OpenLogi","summary":"⚡️A native, local-first alternative to Logitech Options+, written in Rust 🦀 — remap buttons, DPI, and SmartShift over HID++. No account, no telemetry.","signalBadge":"cooling","spanPresence":["monthly"],"stars":18547,"daysSinceCreation":101},{"repoName":"every-app/open-seo","repoUrl":"https://github.com/every-app/open-seo","summary":"Open source alternative to Semrush and Ahrefs","signalBadge":"new","spanPresence":["weekly"],"stars":16325,"daysSinceCreation":187},{"repoName":"zyronon/TypeWords","repoUrl":"https://github.com/zyronon/TypeWords","summary":"Practice English, one strike, one step forward; 练习英语，一次敲击，一点进步；","signalBadge":"new","spanPresence":["daily"],"stars":9256,"daysSinceCreation":1126},{"repoName":"protocolbuffers/protobuf","repoUrl":"https://github.com/protocolbuffers/protobuf","summary":"Protocol Buffers - Google's data interchange format","signalBadge":"new","spanPresence":["daily"],"stars":71898,"daysSinceCreation":4390},{"repoName":"p-e-w/heretic","repoUrl":"https://github.com/p-e-w/heretic","summary":"Fully automatic censorship removal for language models","signalBadge":"new","spanPresence":["weekly"],"stars":30137,"daysSinceCreation":346},{"repoName":"vercel-labs/portless","repoUrl":"https://github.com/vercel-labs/portless","summary":"Replace port numbers with stable, named local URLs. For humans and agents.","signalBadge":"new","spanPresence":["daily"],"stars":11584,"daysSinceCreation":199},{"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":52028,"daysSinceCreation":168},{"repoName":"google/googletest","repoUrl":"https://github.com/google/googletest","summary":"GoogleTest - Google Testing and Mocking Framework","signalBadge":"new","spanPresence":["weekly"],"stars":39462,"daysSinceCreation":4054},{"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":"new","spanPresence":["weekly"],"stars":55592,"daysSinceCreation":157},{"repoName":"colinhacks/zod","repoUrl":"https://github.com/colinhacks/zod","summary":"TypeScript-first schema validation with static type inference","signalBadge":"new","spanPresence":["weekly"],"stars":43765,"daysSinceCreation":2370},{"repoName":"donnemartin/system-design-primer","repoUrl":"https://github.com/donnemartin/system-design-primer","summary":"Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.","signalBadge":"cooling","spanPresence":["monthly"],"stars":367726},{"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":"new","spanPresence":["weekly"],"stars":40180,"daysSinceCreation":168},{"repoName":"3b1b/manim","repoUrl":"https://github.com/3b1b/manim","summary":"Animation engine for explanatory math videos","signalBadge":"cooling","spanPresence":["monthly"],"stars":92830}]},{"category":"Prompt & Skill Libraries","summary":"Prompt & Skill Libraries matters today because this cluster keeps recurring across spans.","repos":[{"repoName":"tt-a1i/archify","repoUrl":"https://github.com/tt-a1i/archify","summary":"Agent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HTML with motion and crisp export. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":43465,"daysSinceCreation":140},{"repoName":"anthropics/claude-plugins-community","repoUrl":"https://github.com/anthropics/claude-plugins-community","summary":"Community plugin marketplace for Claude Cowork and Claude Code. Read-only mirror — submit plugins at clau.de/plugin-directory-submission. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":3249,"daysSinceCreation":166},{"repoName":"freestylefly/awesome-gpt-image-2","repoUrl":"https://github.com/freestylefly/awesome-gpt-image-2","summary":"Prompt as Code | GPT-Image2 工业级提示词引擎与模板库，530+ 个案例逆向工程，20+ 套工业级模板，并提炼出Skills，持续更新中 Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":27308,"daysSinceCreation":130},{"repoName":"K-Dense-AI/scientific-agent-skills","repoUrl":"https://github.com/K-Dense-AI/scientific-agent-skills","summary":"Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide. 165 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.","signalBadge":"new","spanPresence":["weekly"],"stars":42028,"daysSinceCreation":318},{"repoName":"Imbad0202/academic-research-skills","repoUrl":"https://github.com/Imbad0202/academic-research-skills","summary":"Academic Research Skills for Claude Code: research → write → review → revise → finalize","signalBadge":"new","spanPresence":["daily"],"stars":45453,"daysSinceCreation":188},{"repoName":"ayghri/i-have-adhd","repoUrl":"https://github.com/ayghri/i-have-adhd","summary":"A skill to stop your coding agent from burying the answer. ADHD-friendly output.","signalBadge":"cooling","spanPresence":["monthly"],"stars":26629,"daysSinceCreation":112},{"repoName":"cursor/plugins","repoUrl":"https://github.com/cursor/plugins","summary":"Cursor plugin specification and official plugins","signalBadge":"new","spanPresence":["weekly"],"stars":6621,"daysSinceCreation":222},{"repoName":"blader/humanizer","repoUrl":"https://github.com/blader/humanizer","summary":"Agent skill that removes signs of AI-generated writing from text","signalBadge":"new","spanPresence":["daily"],"stars":40068,"daysSinceCreation":227},{"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":102481,"daysSinceCreation":151},{"repoName":"mattpocock/skills","repoUrl":"https://github.com/mattpocock/skills","summary":"Skills for Real Engineers. Straight from my .agents directory.","signalBadge":"new","spanPresence":["daily"],"stars":244884,"daysSinceCreation":211},{"repoName":"google/skills","repoUrl":"https://github.com/google/skills","summary":"Agent Skills for Google products and technologies","signalBadge":"cooling","spanPresence":["monthly"],"stars":19227,"daysSinceCreation":155},{"repoName":"punkpeye/awesome-mcp-servers","repoUrl":"https://github.com/punkpeye/awesome-mcp-servers","summary":"A collection of MCP servers.","signalBadge":"new","spanPresence":["weekly"],"stars":93827,"daysSinceCreation":641}]},{"category":"On-device & Multimodal AI","summary":"On-device & Multimodal AI matters today because this cluster keeps recurring across spans.","repos":[{"repoName":"debpalash/VoiceStudio","repoUrl":"https://github.com/debpalash/VoiceStudio","summary":"VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.","signalBadge":"new","spanPresence":["daily"],"stars":14223,"daysSinceCreation":146},{"repoName":"cactus-compute/needle","repoUrl":"https://github.com/cactus-compute/needle","summary":"14MB foundation model for tiny devices; phones, wearables, smart home, and robots.","signalBadge":"cooling","spanPresence":["monthly"],"stars":10068,"daysSinceCreation":190},{"repoName":"firecrawl/pdf-inspector","repoUrl":"https://github.com/firecrawl/pdf-inspector","summary":"Fast Rust library for PDF inspection, classification, and text extraction. Intelligently detects scanned vs text-based PDFs to enable smart routing decisions. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["daily","monthly"],"stars":18358,"daysSinceCreation":208}]},{"category":"AI Infra & Protocols","summary":"AI Infra & Protocols matters today because this cluster keeps recurring across spans.","repos":[{"repoName":"THU-MAIC/OpenMAIC","repoUrl":"https://github.com/THU-MAIC/OpenMAIC","summary":"Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":30390,"daysSinceCreation":175},{"repoName":"ChromeDevTools/chrome-devtools-mcp","repoUrl":"https://github.com/ChromeDevTools/chrome-devtools-mcp","summary":"Chrome DevTools for coding agents","signalBadge":"new","spanPresence":["daily"],"stars":50547,"daysSinceCreation":356},{"repoName":"NousResearch/hermes-agent","repoUrl":"https://github.com/NousResearch/hermes-agent","summary":"The agent that grows with you","signalBadge":"new","spanPresence":["daily"],"stars":239937,"daysSinceCreation":407},{"repoName":"superlinked/sie","repoUrl":"https://github.com/superlinked/sie","summary":"Open-source inference server and production cluster for all the models your agent needs.","signalBadge":"new","spanPresence":["daily"],"stars":3000,"daysSinceCreation":1030},{"repoName":"pacifio/atlas","repoUrl":"https://github.com/pacifio/atlas","summary":"Source control for agents. Use multiple coding agents, track their changes and query them in one place","signalBadge":"new","spanPresence":["daily"],"stars":2720,"daysSinceCreation":111},{"repoName":"cloudflare/computer","repoUrl":"https://github.com/cloudflare/computer","summary":"Give your agent a computer 👾","signalBadge":"cooling","spanPresence":["monthly"],"stars":8883,"daysSinceCreation":89},{"repoName":"huangruiteng/loopx","repoUrl":"https://github.com/huangruiteng/loopx","summary":"Long-horizon agent control plane for durable, governed work across Codex, Claude Code, and other harnesses.","signalBadge":"cooling","spanPresence":["monthly"],"stars":5438,"daysSinceCreation":94},{"repoName":"tashfeenahmed/freellmapi","repoUrl":"https://github.com/tashfeenahmed/freellmapi","summary":"7.4 billion tokens per month. 34 free LLM providers. 635 free model endpoints. All behind one /v1 endpoint, plus any custom OpenAI-compatible endpoint. Smart routing, automatic failover, encrypted keys. Personal experimentation only.","signalBadge":"new","spanPresence":["weekly"],"stars":23823,"daysSinceCreation":134},{"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":246105,"daysSinceCreation":227},{"repoName":"apache/maka","repoUrl":"https://github.com/apache/maka","summary":"Apache Maka (Incubating) is a local-first AI agent workspace. Model messages, tool calls, tool results, permission decisions, and termination events are recorded as an append-only log.","signalBadge":"cooling","spanPresence":["monthly"],"stars":4548,"daysSinceCreation":98},{"repoName":"unclebob/swarm-forge","repoUrl":"https://github.com/unclebob/swarm-forge","summary":"A simple tool for coordinating several AI agents.","signalBadge":"cooling","spanPresence":["monthly"],"stars":3586,"daysSinceCreation":138},{"repoName":"Gitlawb/openclaude","repoUrl":"https://github.com/Gitlawb/openclaude","summary":"runs anywhere. uses anything","signalBadge":"new","spanPresence":["daily"],"stars":31831,"daysSinceCreation":154}]},{"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":"DietrichGebert/ponytail","repoUrl":"https://github.com/DietrichGebert/ponytail","summary":"Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.","signalBadge":"new","spanPresence":["daily"],"stars":121001,"daysSinceCreation":82},{"repoName":"abi/screenshot-to-code","repoUrl":"https://github.com/abi/screenshot-to-code","summary":"Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)","signalBadge":"new","spanPresence":["weekly"],"stars":77149,"daysSinceCreation":1023},{"repoName":"pingdotgg/t3code","repoUrl":"https://github.com/pingdotgg/t3code","summary":"Worth a quick look today because it surfaced clearly in the trend pipeline.","signalBadge":"cooling","spanPresence":["monthly"],"stars":21446}]},{"category":"Memory, RAG & Context","summary":"Memory, RAG & Context is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"semantica-agi/semantica","repoUrl":"https://github.com/semantica-agi/semantica","summary":"Graph-Native Infrastructure for Context and Accountable AI Systems","signalBadge":"cooling","spanPresence":["monthly"],"stars":11683,"daysSinceCreation":434},{"repoName":"volcengine/OpenViking","repoUrl":"https://github.com/volcengine/OpenViking","summary":"Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.","signalBadge":"cooling","spanPresence":["monthly"],"stars":35139,"daysSinceCreation":240},{"repoName":"TencentCloud/TencentDB-Agent-Memory","repoUrl":"https://github.com/TencentCloud/TencentDB-Agent-Memory","summary":"TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.","signalBadge":"cooling","spanPresence":["monthly"],"stars":25684,"daysSinceCreation":148}]}],"meta":{"generatedAt":"2026-09-02T16:27:12Z","rulesVersion":"v1","degraded":false,"fallbackUsed":true,"repoCount":55,"signalCount":0},"locale":"en"}