{"reportDate":"2026-09-06","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":"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. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":250691,"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":["daily","monthly"],"stars":32093,"daysSinceCreation":143},{"repoName":"magnitudedev/magnitude","repoUrl":"https://github.com/magnitudedev/magnitude","summary":"Open source inference server that runs the best local models for your hardware, plugged into the agent you already use. Works with Pi, OpenCode, Hermes, OpenClaw, Codex, Claude Code, Oh My Pi, and Cline. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":3511,"daysSinceCreation":86},{"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":32284,"daysSinceCreation":179},{"repoName":"openai/skills","repoUrl":"https://github.com/openai/skills","summary":"Skills Catalog for Codex","signalBadge":"new","spanPresence":["daily"],"stars":25494,"daysSinceCreation":285},{"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":3511,"daysSinceCreation":170},{"repoName":"anomalyco/opencode","repoUrl":"https://github.com/anomalyco/opencode","summary":"The open source coding agent.","signalBadge":"new","spanPresence":["daily"],"stars":205029,"daysSinceCreation":494},{"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. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":128877,"daysSinceCreation":86},{"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. Worth noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":19535,"daysSinceCreation":150},{"repoName":"ruvnet/ruflo","repoUrl":"https://github.com/ruvnet/ruflo","summary":"🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code / Codex / Hermes and many more Integrated","signalBadge":"new","spanPresence":["daily"],"stars":70865,"daysSinceCreation":461},{"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":43213,"daysSinceCreation":322},{"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":47323,"daysSinceCreation":234},{"repoName":"ChromeDevTools/chrome-devtools-mcp","repoUrl":"https://github.com/ChromeDevTools/chrome-devtools-mcp","summary":"Chrome DevTools for coding agents","signalBadge":"new","spanPresence":["weekly"],"stars":51128,"daysSinceCreation":360},{"repoName":"3b1b/manim","repoUrl":"https://github.com/3b1b/manim","summary":"Animation engine for explanatory math videos","signalBadge":"cooling","spanPresence":["monthly"],"stars":93256,"daysSinceCreation":4186},{"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":["weekly"],"stars":46530,"daysSinceCreation":192}]},{"category":"Uncategorized","summary":"Uncategorized 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":50374,"daysSinceCreation":144},{"repoName":"omacom/omarchy","repoUrl":"https://github.com/omacom/omarchy","summary":"Beautiful, Modern & Opinionated Linux","signalBadge":"cooling","spanPresence":["monthly"],"stars":38490,"daysSinceCreation":462},{"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":12148,"daysSinceCreation":438},{"repoName":"NousResearch/hermes-agent","repoUrl":"https://github.com/NousResearch/hermes-agent","summary":"The agent that grows with you","signalBadge":"new","spanPresence":["daily"],"stars":242334,"daysSinceCreation":411},{"repoName":"Gitlawb/openclaude","repoUrl":"https://github.com/Gitlawb/openclaude","summary":"runs anywhere. uses anything","signalBadge":"new","spanPresence":["weekly"],"stars":32797,"daysSinceCreation":158},{"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":19641,"daysSinceCreation":105},{"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":43963,"daysSinceCreation":231},{"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":59058,"daysSinceCreation":771},{"repoName":"llvm/llvm-project","repoUrl":"https://github.com/llvm/llvm-project","summary":"The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.","signalBadge":"new","spanPresence":["daily"],"stars":40152,"daysSinceCreation":3560},{"repoName":"fmtlib/fmt","repoUrl":"https://github.com/fmtlib/fmt","summary":"A modern formatting library","signalBadge":"new","spanPresence":["weekly"],"stars":25614,"daysSinceCreation":5021},{"repoName":"PrimeIntellect-ai/prime-agent","repoUrl":"https://github.com/PrimeIntellect-ai/prime-agent","summary":"A self-improving RLM agent for coding workflows and long-running autonomous tasks.","signalBadge":"cooling","spanPresence":["monthly"],"stars":20021,"daysSinceCreation":121},{"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":32761,"daysSinceCreation":230},{"repoName":"handsomestWei/patent-disclosure-skill","repoUrl":"https://github.com/handsomestWei/patent-disclosure-skill","summary":"中国专利.skill：专利点挖掘与交底书（发明/实用/外观）编写，通俗解读专利，嗅探政策动向，辅助审查答复。","signalBadge":"new","spanPresence":["weekly"],"stars":7669,"daysSinceCreation":152},{"repoName":"BraveOPotato/FckSignups","repoUrl":"https://github.com/BraveOPotato/FckSignups","summary":"A list of tools that are open-source, in-browser, and require no-signups!","signalBadge":"new","spanPresence":["daily"],"stars":3141,"daysSinceCreation":122},{"repoName":"tailscale/tailcat","repoUrl":"https://github.com/tailscale/tailcat","summary":"like netcat, but over Tailscale's data plane, without Tailscale's control plane","signalBadge":"new","spanPresence":["weekly"],"stars":6481,"daysSinceCreation":677},{"repoName":"colinhacks/zod","repoUrl":"https://github.com/colinhacks/zod","summary":"TypeScript-first schema validation with static type inference","signalBadge":"new","spanPresence":["weekly"],"stars":43852,"daysSinceCreation":2374},{"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":10389,"daysSinceCreation":194},{"repoName":"aipoch/open-science","repoUrl":"https://github.com/aipoch/open-science","summary":"Open Science by AIPOCH is an open-source, local-first, model-agnostic AI research workbench for macOS, Windows, and Linux, with scientific agents, Python/R notebooks, data connectors, and reproducible provenance.","signalBadge":"new","spanPresence":["daily"],"stars":3721,"daysSinceCreation":65},{"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":15635,"daysSinceCreation":86},{"repoName":"modular/modular","repoUrl":"https://github.com/modular/modular","summary":"The Modular Platform (includes MAX & Mojo)","signalBadge":"cooling","spanPresence":["monthly"],"stars":29573,"daysSinceCreation":1227},{"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":"repeated","spanPresence":["monthly","weekly"],"stars":10880,"daysSinceCreation":192},{"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":4814,"daysSinceCreation":102},{"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":17404,"daysSinceCreation":191},{"repoName":"Stremio/stremio-web","repoUrl":"https://github.com/Stremio/stremio-web","summary":"Stremio - Freedom to Stream","signalBadge":"new","spanPresence":["daily"],"stars":13368,"daysSinceCreation":3016},{"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":476295,"daysSinceCreation":3822},{"repoName":"megadose/holehe","repoUrl":"https://github.com/megadose/holehe","summary":"holehe allows you to check if the mail is used on different sites like twitter, instagram and will retrieve information on sites with the forgotten password function.","signalBadge":"cooling","spanPresence":["monthly"],"stars":14638}]},{"category":"Prompt & Skill Libraries","summary":"Prompt & Skill Libraries is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"mattpocock/skills","repoUrl":"https://github.com/mattpocock/skills","summary":"Skills for Real Engineers. Straight from my .agents directory.","signalBadge":"new","spanPresence":["daily"],"stars":253950,"daysSinceCreation":215},{"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":35755,"daysSinceCreation":244},{"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","signalBadge":"cooling","spanPresence":["monthly"],"stars":28264,"daysSinceCreation":134},{"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":["daily"],"stars":2997,"daysSinceCreation":172}]},{"category":"ML & GPU Infrastructure","summary":"ML & GPU Infrastructure is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"pollen-robotics/microduck_rl","repoUrl":"https://github.com/pollen-robotics/microduck_rl","summary":"RL training environments for Microduck (mjlab)","signalBadge":"new","spanPresence":["weekly"],"stars":1800,"daysSinceCreation":274},{"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.","signalBadge":"new","spanPresence":["weekly"],"stars":31488,"daysSinceCreation":860}]},{"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":"OpenWhispr/openwhispr","repoUrl":"https://github.com/OpenWhispr/openwhispr","summary":"Voice-to-text dictation app with local (Nvidia Parakeet/Whisper) and cloud models (BYOK). Privacy-first and available cross-platform.","signalBadge":"new","spanPresence":["daily"],"stars":7078,"daysSinceCreation":444},{"repoName":"majd/ipatool","repoUrl":"https://github.com/majd/ipatool","summary":"Command-line tool that allows searching and downloading app packages (known as ipa files) for iOS, iPadOS, tvOS, and visionOS from the App Store.","signalBadge":"new","spanPresence":["weekly"],"stars":10945,"daysSinceCreation":1933}]},{"category":"AI Infra & Protocols","summary":"AI Infra & Protocols is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"The-Swarm-Corporation/AutoHedge","repoUrl":"https://github.com/The-Swarm-Corporation/AutoHedge","summary":"Build your autonomous hedge fund in minutes. AutoHedge harnesses the power of swarm intelligence and AI agents to automate market analysis, risk management, and trade execution.","signalBadge":"new","spanPresence":["daily"],"stars":4529,"daysSinceCreation":635},{"repoName":"punkpeye/awesome-mcp-servers","repoUrl":"https://github.com/punkpeye/awesome-mcp-servers","summary":"A collection of MCP servers.","signalBadge":"new","spanPresence":["weekly"],"stars":94423,"daysSinceCreation":645}]},{"category":"Memory, RAG & Context","summary":"Memory, RAG & Context is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"vitali87/code-graph-rag","repoUrl":"https://github.com/vitali87/code-graph-rag","summary":"The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs","signalBadge":"cooling","spanPresence":["monthly"],"stars":5019,"daysSinceCreation":447},{"repoName":"akitaonrails/ai-memory","repoUrl":"https://github.com/akitaonrails/ai-memory","summary":"Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors","signalBadge":"cooling","spanPresence":["monthly"],"stars":5855,"daysSinceCreation":108}]}],"meta":{"generatedAt":"2026-09-06T15:21:29Z","rulesVersion":"v1","degraded":false,"fallbackUsed":true,"repoCount":53,"signalCount":0},"locale":"en"}