{"reportDate":"2026-09-11","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":"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. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","monthly","weekly"],"stars":40720,"daysSinceCreation":121},{"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":["weekly"],"stars":256330,"daysSinceCreation":236},{"repoName":"nab138/iloader","repoUrl":"https://github.com/nab138/iloader","summary":"User friendly sideloader","signalBadge":"new","spanPresence":["daily"],"stars":2836,"daysSinceCreation":313},{"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":["weekly"],"stars":135585,"daysSinceCreation":91},{"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.","signalBadge":"cooling","spanPresence":["monthly"],"stars":3791,"daysSinceCreation":175},{"repoName":"vastsa/PI-Desktop","repoUrl":"https://github.com/vastsa/PI-Desktop","summary":"Local-first AI coding agent desktop: Electron + Rust host core + pi Agent Harness + user-installable plugins","signalBadge":"new","spanPresence":["daily"],"stars":2681,"daysSinceCreation":1269},{"repoName":"cursor/plugins","repoUrl":"https://github.com/cursor/plugins","summary":"Cursor plugin specification and official plugins","signalBadge":"cooling","spanPresence":["monthly"],"stars":7447,"daysSinceCreation":231},{"repoName":"cathrynlavery/diagram-design","repoUrl":"https://github.com/cathrynlavery/diagram-design","summary":"38 editorial diagram types for Claude Code, Codex, and Pi. Self-contained HTML + SVG. No shadows. No Mermaid slop. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":38347,"daysSinceCreation":148},{"repoName":"mksglu/context-mode","repoUrl":"https://github.com/mksglu/context-mode","summary":"Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.","signalBadge":"new","spanPresence":["weekly"],"stars":22148,"daysSinceCreation":200},{"repoName":"openai/skills","repoUrl":"https://github.com/openai/skills","summary":"Skills Catalog for Codex","signalBadge":"new","spanPresence":["weekly"],"stars":26901,"daysSinceCreation":290},{"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":35803,"daysSinceCreation":184},{"repoName":"heygen-com/hyperframes","repoUrl":"https://github.com/heygen-com/hyperframes","summary":"Write HTML. Render video. Built for agents.","signalBadge":"new","spanPresence":["weekly"],"stars":48964,"daysSinceCreation":185},{"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":["weekly"],"stars":49576,"daysSinceCreation":239},{"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":"cooling","spanPresence":["monthly"],"stars":22489,"daysSinceCreation":155},{"repoName":"pascalorg/editor","repoUrl":"https://github.com/pascalorg/editor","summary":"Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents.","signalBadge":"new","spanPresence":["daily"],"stars":23428,"daysSinceCreation":330},{"repoName":"ChromeDevTools/chrome-devtools-mcp","repoUrl":"https://github.com/ChromeDevTools/chrome-devtools-mcp","summary":"Chrome DevTools for coding agents","signalBadge":"new","spanPresence":["weekly"],"stars":51654,"daysSinceCreation":365},{"repoName":"NVIDIA-NeMo/Switchyard","repoUrl":"https://github.com/NVIDIA-NeMo/Switchyard","summary":"Switchyard lets LLM applications route traffic across models and providers while preserving native OpenAI and Anthropic API compatibility - enabling flexible model selection, benchmarking, and cost/performance optimization.","signalBadge":"cooling","spanPresence":["monthly"],"stars":2878,"daysSinceCreation":115},{"repoName":"ruvnet/ruflo","repoUrl":"https://github.com/ruvnet/ruflo","summary":"🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated","signalBadge":"new","spanPresence":["weekly"],"stars":72095,"daysSinceCreation":466},{"repoName":"AlexsJones/llmfit","repoUrl":"https://github.com/AlexsJones/llmfit","summary":"Hundreds of models & providers. One command to find what runs on your hardware.","signalBadge":"cooling","spanPresence":["monthly"],"stars":36031,"daysSinceCreation":208}]},{"category":"Uncategorized","summary":"Uncategorized looks worth watching today because at least one repo in this cluster is gaining momentum.","repos":[{"repoName":"omacom/omarchy","repoUrl":"https://github.com/omacom/omarchy","summary":"Beautiful, Modern & Opinionated Linux","signalBadge":"cooling","spanPresence":["monthly"],"stars":40248,"daysSinceCreation":467},{"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. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":26359,"daysSinceCreation":81},{"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":58279,"daysSinceCreation":149},{"repoName":"cordiverse/cordis","repoUrl":"https://github.com/cordiverse/cordis","summary":"Meta-Framework of Spatiotemporal Composability","signalBadge":"cooling","spanPresence":["monthly"],"stars":8366,"daysSinceCreation":1578},{"repoName":"openai/plugins","repoUrl":"https://github.com/openai/plugins","summary":"OpenAI Plugins","signalBadge":"new","spanPresence":["weekly"],"stars":6430,"daysSinceCreation":191},{"repoName":"armory3d/armorpaint","repoUrl":"https://github.com/armory3d/armorpaint","summary":"Graphics Creation Tools","signalBadge":"new","spanPresence":["daily"],"stars":4654,"daysSinceCreation":3504},{"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":20659,"daysSinceCreation":110},{"repoName":"blader/humanizer","repoUrl":"https://github.com/blader/humanizer","summary":"Agent skill that removes signs of AI-generated writing from text","signalBadge":"new","spanPresence":["weekly"],"stars":46825,"daysSinceCreation":236},{"repoName":"Sonarr/Sonarr","repoUrl":"https://github.com/Sonarr/Sonarr","summary":"Smart PVR for newsgroup and bittorrent users.","signalBadge":"new","spanPresence":["daily"],"stars":15657,"daysSinceCreation":5463},{"repoName":"xai-org/x-algorithm","repoUrl":"https://github.com/xai-org/x-algorithm","summary":"Algorithm powering the For You feed on X","signalBadge":"cooling","spanPresence":["monthly"],"stars":33121,"daysSinceCreation":235},{"repoName":"p1neappleXpress/OpenFlux","repoUrl":"https://github.com/p1neappleXpress/OpenFlux","summary":"Network stack research tool. TCP tunnel with pluggable transports.","signalBadge":"new","spanPresence":["daily"],"stars":994,"daysSinceCreation":82},{"repoName":"vorssaint/vorssaint-utils","repoUrl":"https://github.com/vorssaint/vorssaint-utils","summary":"Free and open-source macOS menu bar toolkit.","signalBadge":"cooling","spanPresence":["monthly"],"stars":18281,"daysSinceCreation":91},{"repoName":"fmtlib/fmt","repoUrl":"https://github.com/fmtlib/fmt","summary":"A modern formatting library","signalBadge":"new","spanPresence":["weekly"],"stars":25736,"daysSinceCreation":5026},{"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":12678,"daysSinceCreation":443},{"repoName":"alphaXiv/OpenResearch","repoUrl":"https://github.com/alphaXiv/OpenResearch","summary":"Run parallel research agents with any model","signalBadge":"new","spanPresence":["daily"],"stars":1138,"daysSinceCreation":96},{"repoName":"modular/modular","repoUrl":"https://github.com/modular/modular","summary":"The Modular Platform (includes MAX & Mojo)","signalBadge":"cooling","spanPresence":["monthly"],"stars":29685,"daysSinceCreation":1232},{"repoName":"github/spec-kit","repoUrl":"https://github.com/github/spec-kit","summary":"💫 Toolkit to help you get started with Spec-Driven Development","signalBadge":"new","spanPresence":["daily"],"stars":135627,"daysSinceCreation":386},{"repoName":"microsoft/markitdown","repoUrl":"https://github.com/microsoft/markitdown","summary":"Python tool for converting files and office documents to Markdown.","signalBadge":"new","spanPresence":["weekly"],"stars":182627,"daysSinceCreation":667},{"repoName":"NousResearch/hermes-agent","repoUrl":"https://github.com/NousResearch/hermes-agent","summary":"The agent that grows with you","signalBadge":"new","spanPresence":["weekly"],"stars":244505,"daysSinceCreation":416},{"repoName":"Lakr233/vphone-cli","repoUrl":"https://github.com/Lakr233/vphone-cli","summary":"Worth a quick look today because it surfaced clearly in the trend pipeline.","signalBadge":"cooling","spanPresence":["monthly"],"stars":11591,"daysSinceCreation":197},{"repoName":"public-apis/public-apis","repoUrl":"https://github.com/public-apis/public-apis","summary":"A collective list of free APIs","signalBadge":"cooling","spanPresence":["monthly"],"stars":478911,"daysSinceCreation":3827},{"repoName":"apache/maka","repoUrl":"https://github.com/apache/maka","summary":"Apache Maka (Incubating) is a high-performance agent workspace that keeps a complete record of everything it did.","signalBadge":"cooling","spanPresence":["monthly"],"stars":5233,"daysSinceCreation":107},{"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":10817},{"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":18370,"daysSinceCreation":196}]},{"category":"AI Infra & Protocols","summary":"AI Infra & Protocols is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"melgarafael/DeskcommCRM","repoUrl":"https://github.com/melgarafael/DeskcommCRM","summary":"Open-source AI sales OS — self-hosted CRM with native AI agents + WhatsApp (WAHA). Open alternative to Kommo, Octadesk & Intercom for any business that sells by chat. MCP-ready, multi-tenant, LGPD.","signalBadge":"new","spanPresence":["daily"],"stars":1185,"daysSinceCreation":136},{"repoName":"alsk1992/CloddsBot","repoUrl":"https://github.com/alsk1992/CloddsBot","summary":"Open Source AI trading agent that operates autonomously across 1000+ markets - Polymarket, Kalshi, Binance, Hyperliquid, Solana DEXs, 5 EVM chains. Scans for edge, executes instantly, manages risk while you sleep. Agent commerce protocol for machine-to-machine payments. Self-hosted. Built on Claude.","signalBadge":"new","spanPresence":["daily"],"stars":2024,"daysSinceCreation":228}]},{"category":"Prompt & Skill Libraries","summary":"Prompt & Skill Libraries is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"humanlayer/skills","repoUrl":"https://github.com/humanlayer/skills","summary":"Worth a quick look today because it surfaced clearly in the trend pipeline.","signalBadge":"new","spanPresence":["weekly"],"stars":3749,"daysSinceCreation":177},{"repoName":"mattpocock/skills","repoUrl":"https://github.com/mattpocock/skills","summary":"Skills for Real Engineers. Straight from my .agents directory.","signalBadge":"new","spanPresence":["weekly"],"stars":259555,"daysSinceCreation":220},{"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":36667,"daysSinceCreation":249},{"repoName":"obra/superpowers","repoUrl":"https://github.com/obra/superpowers","summary":"An agentic skills framework & software development methodology that works.","signalBadge":"new","spanPresence":["daily"],"stars":285199,"daysSinceCreation":337},{"repoName":"freestylefly/awesome-gpt-image-2","repoUrl":"https://github.com/freestylefly/awesome-gpt-image-2","summary":"Prompt as Code | GPT Image 2 / 2.5 提示词与案例库，530+ 个案例、20+ 套工业级模板与可复用 Skills，新增 2.5 同提示词对比专区，附完整提示词与生成记录，持续更新。","signalBadge":"cooling","spanPresence":["monthly"],"stars":31307,"daysSinceCreation":139},{"repoName":"jihe520/MathModelAgent","repoUrl":"https://github.com/jihe520/MathModelAgent","summary":"🤖📐专为数学建模设计的 Agent & skills ,自动完成数学建模，生成一份完整的可以直接提交的论文。 An Agent Designed for Mathematical Modeling ,Automatically complete mathmodel and generate a complete paper ready for submission.","signalBadge":"new","spanPresence":["daily"],"stars":4793,"daysSinceCreation":589},{"repoName":"jakubkrehel/skills","repoUrl":"https://github.com/jakubkrehel/skills","summary":"A collection of agent skills that help you build a great interface.","signalBadge":"new","spanPresence":["weekly"],"stars":6178,"daysSinceCreation":63}]},{"category":"Memory, RAG & Context","summary":"Memory, RAG & Context is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"nashsu/llm_wiki","repoUrl":"https://github.com/nashsu/llm_wiki","summary":"LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base — automatically. Instead of traditional RAG (retrieve-and-answer from scratch every time), the LLM incrementally builds and maintains a persistent wiki from your sources。","signalBadge":"new","spanPresence":["daily"],"stars":18570,"daysSinceCreation":156},{"repoName":"jordan-gibbs/hyperresearch","repoUrl":"https://github.com/jordan-gibbs/hyperresearch","summary":"Agent-driven research knowledge base. Agents collect, search, and synthesize web research into a persistent, searchable wiki.","signalBadge":"new","spanPresence":["daily"],"stars":2368,"daysSinceCreation":155},{"repoName":"Tencent/WeKnora","repoUrl":"https://github.com/Tencent/WeKnora","summary":"Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.","signalBadge":"new","spanPresence":["weekly"],"stars":22298,"daysSinceCreation":416}]}],"meta":{"generatedAt":"2026-09-11T16:20:38Z","rulesVersion":"v1","degraded":false,"fallbackUsed":true,"repoCount":55,"signalCount":0},"locale":"en"}