{"reportDate":"2026-09-16","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":"alibaba/open-code-review","repoUrl":"https://github.com/alibaba/open-code-review","summary":"Fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":31080,"daysSinceCreation":121},{"repoName":"anthropics/claude-code","repoUrl":"https://github.com/anthropics/claude-code","summary":"Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.","signalBadge":"new","spanPresence":["daily"],"stars":145334,"daysSinceCreation":571},{"repoName":"cline/cline","repoUrl":"https://github.com/cline/cline","summary":"Autonomous coding agent as an SDK, IDE extension, or CLI assistant.","signalBadge":"new","spanPresence":["daily"],"stars":68219,"daysSinceCreation":802}]},{"category":"Prompt & Skill Libraries","summary":"Prompt & Skill Libraries 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 noting because it keeps showing up across spans.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":46762,"daysSinceCreation":126},{"repoName":"cloudflare/security-audit-skill","repoUrl":"https://github.com/cloudflare/security-audit-skill","summary":"A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings","signalBadge":"new","spanPresence":["daily"],"stars":6279,"daysSinceCreation":90},{"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.","signalBadge":"cooling","spanPresence":["monthly"],"stars":64571,"daysSinceCreation":154},{"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":4138,"daysSinceCreation":180},{"repoName":"cursor/plugins","repoUrl":"https://github.com/cursor/plugins","summary":"Cursor plugin specification and official plugins","signalBadge":"cooling","spanPresence":["monthly"],"stars":7998,"daysSinceCreation":236},{"repoName":"openai/plugins","repoUrl":"https://github.com/openai/plugins","summary":"OpenAI Plugins","signalBadge":"new","spanPresence":["weekly"],"stars":6841,"daysSinceCreation":196},{"repoName":"anthropics/knowledge-work-plugins","repoUrl":"https://github.com/anthropics/knowledge-work-plugins","summary":"Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork","signalBadge":"new","spanPresence":["daily"],"stars":24202,"daysSinceCreation":236},{"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":32244},{"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":140122,"daysSinceCreation":96},{"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.","signalBadge":"cooling","spanPresence":["monthly"],"stars":40450},{"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":49066,"daysSinceCreation":241},{"repoName":"addyosmani/agent-skills","repoUrl":"https://github.com/addyosmani/agent-skills","summary":"Production-grade engineering skills for AI coding agents. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":95229,"daysSinceCreation":213},{"repoName":"SnailSploit/Claude-Red","repoUrl":"https://github.com/SnailSploit/Claude-Red","summary":"claude-red is a curated library of offensive security skills designed for the Claude skills system. Each skill is a structured SKILL.md file that primes Claude with expert-level methodology for a specific attack surface — from SQLi to shellcode, EDR evasion to exploit development.","signalBadge":"new","spanPresence":["daily"],"stars":5638,"daysSinceCreation":196},{"repoName":"openai/skills","repoUrl":"https://github.com/openai/skills","summary":"Skills Catalog for Codex","signalBadge":"new","spanPresence":["weekly"],"stars":27353,"daysSinceCreation":295},{"repoName":"tech-leads-club/agent-skills","repoUrl":"https://github.com/tech-leads-club/agent-skills","summary":"The secure, validated skill registry for professional AI coding agents. Extend Antigravity, Claude Code, Cursor, Copilot and more with absolute confidence.","signalBadge":"cooling","spanPresence":["monthly"],"stars":6348}]},{"category":"AI Infra & Protocols","summary":"AI Infra & Protocols 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":259904,"daysSinceCreation":241},{"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":37353},{"repoName":"obra/superpowers","repoUrl":"https://github.com/obra/superpowers","summary":"An agentic skills framework & software development methodology that works.","signalBadge":"new","spanPresence":["weekly"],"stars":287539,"daysSinceCreation":342},{"repoName":"kunchenguid/firstmate","repoUrl":"https://github.com/kunchenguid/firstmate","summary":"Talk to one agent. Ship with a crew.","signalBadge":"new","spanPresence":["weekly"],"stars":6148,"daysSinceCreation":96},{"repoName":"chaitanyagiri/munder-difflin","repoUrl":"https://github.com/chaitanyagiri/munder-difflin","summary":"A local multi-agent harness that works with your existing Claude Code, Codex subscriptions, allows you to run an office of agents","signalBadge":"cooling","spanPresence":["monthly"],"stars":7370},{"repoName":"alphaXiv/OpenResearch","repoUrl":"https://github.com/alphaXiv/OpenResearch","summary":"Turn your coding agents into research agents","signalBadge":"new","spanPresence":["daily"],"stars":4133,"daysSinceCreation":101},{"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":5502},{"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":"cooling","spanPresence":["monthly"],"stars":26626},{"repoName":"TauricResearch/TradingAgents","repoUrl":"https://github.com/TauricResearch/TradingAgents","summary":"TradingAgents: Multi-Agents LLM Financial Trading Framework","signalBadge":"new","spanPresence":["weekly"],"stars":106949,"daysSinceCreation":627}]},{"category":"Memory, RAG & Context","summary":"Memory, RAG & Context looks worth watching today because at least one repo in this cluster is gaining momentum.","repos":[{"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":23197,"daysSinceCreation":205},{"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. Worth tracking because its momentum is strengthening.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":25054,"daysSinceCreation":421},{"repoName":"rlaope/oh-my-hermes","repoUrl":"https://github.com/rlaope/oh-my-hermes","summary":"All in one plugin for Hermes Agent ⚚ the coding intelligence, a long-term memory system and model optimized workflow packages","signalBadge":"new","spanPresence":["daily"],"stars":2466,"daysSinceCreation":105},{"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":37728},{"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":6992}]},{"category":"Developer Tools & Productivity","summary":"Developer Tools & Productivity matters today because this cluster keeps recurring across spans.","repos":[{"repoName":"omacom/omarchy","repoUrl":"https://github.com/omacom/omarchy","summary":"Beautiful, Modern & Opinionated Linux","signalBadge":"cooling","spanPresence":["monthly"],"stars":41472,"daysSinceCreation":472},{"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":35523,"daysSinceCreation":86},{"repoName":"abue-ammar/tinycast","repoUrl":"https://github.com/abue-ammar/tinycast","summary":"Tinycast — a tiny, fully native macOS launcher, hotkeys, and clipboard history.","signalBadge":"new","spanPresence":["daily"],"stars":5407,"daysSinceCreation":79},{"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":21317},{"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":["daily","monthly"],"stars":13248,"daysSinceCreation":202},{"repoName":"ever-co/ever-gauzy","repoUrl":"https://github.com/ever-co/ever-gauzy","summary":"Ever® Gauzy™ - Open Business Management Platform (ERP/CRM/HRM/ATS/PM) - https://gauzy.co","signalBadge":"new","spanPresence":["daily"],"stars":7143,"daysSinceCreation":2663},{"repoName":"ankitects/anki","repoUrl":"https://github.com/ankitects/anki","summary":"Anki is a smart spaced repetition flashcard program","signalBadge":"new","spanPresence":["daily"],"stars":30700,"daysSinceCreation":5017},{"repoName":"max-sixty/worktrunk","repoUrl":"https://github.com/max-sixty/worktrunk","summary":"Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows","signalBadge":"new","spanPresence":["weekly"],"stars":7900,"daysSinceCreation":334},{"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":19420},{"repoName":"petergyang/no-ai-slop","repoUrl":"https://github.com/petergyang/no-ai-slop","summary":"Removes 20+ patterns of AI slop from any piece of writing.","signalBadge":"new","spanPresence":["weekly"],"stars":10054,"daysSinceCreation":71},{"repoName":"supabase/supabase","repoUrl":"https://github.com/supabase/supabase","summary":"The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.","signalBadge":"new","spanPresence":["daily"],"stars":109499,"daysSinceCreation":2531},{"repoName":"home-assistant/core","repoUrl":"https://github.com/home-assistant/core","summary":"🏡 Open source home automation that puts local control and privacy first.","signalBadge":"new","spanPresence":["weekly"],"stars":90548,"daysSinceCreation":4747},{"repoName":"danny-avila/LibreChat","repoUrl":"https://github.com/danny-avila/LibreChat","summary":"Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active","signalBadge":"new","spanPresence":["weekly"],"stars":44102,"daysSinceCreation":1312},{"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":["weekly"],"stars":137294,"daysSinceCreation":391}]},{"category":"ML & GPU Infrastructure","summary":"ML & GPU Infrastructure is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"JustVugg/colibri","repoUrl":"https://github.com/JustVugg/colibri","summary":"Run frontier MoE models on hardware you already own — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦","signalBadge":"new","spanPresence":["daily"],"stars":34772,"daysSinceCreation":77},{"repoName":"modular/modular","repoUrl":"https://github.com/modular/modular","summary":"The Modular Platform (includes MAX & Mojo)","signalBadge":"cooling","spanPresence":["monthly"],"stars":29784},{"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":"cooling","spanPresence":["monthly"],"stars":32739},{"repoName":"jingyaogong/minimind","repoUrl":"https://github.com/jingyaogong/minimind","summary":"🧠 Train a 64M-parameter LLM from scratch in just 2h!","signalBadge":"cooling","spanPresence":["monthly"],"stars":61324}]},{"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":"jamiepine/voicebox","repoUrl":"https://github.com/jamiepine/voicebox","summary":"The open-source AI voice studio. Clone, dictate, create.","signalBadge":"new","spanPresence":["daily"],"stars":54189,"daysSinceCreation":234},{"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":31856},{"repoName":"roboflow/supervision","repoUrl":"https://github.com/roboflow/supervision","summary":"We write your reusable computer vision tools. 💜","signalBadge":"new","spanPresence":["daily"],"stars":50494,"daysSinceCreation":1388},{"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":184738,"daysSinceCreation":672},{"repoName":"multimodal-art-projection/YuE","repoUrl":"https://github.com/multimodal-art-projection/YuE","summary":"YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing.","signalBadge":"new","spanPresence":["daily"],"stars":9245,"daysSinceCreation":601},{"repoName":"heygen-com/hyperframes","repoUrl":"https://github.com/heygen-com/hyperframes","summary":"Write HTML. Render video. Built for agents.","signalBadge":"new","spanPresence":["weekly"],"stars":50627,"daysSinceCreation":190}]},{"category":"Security & Reverse Engineering","summary":"Security & Reverse Engineering is worth a quick scan today because it surfaced in the report selection.","repos":[{"repoName":"NationalSecurityAgency/ghidra","repoUrl":"https://github.com/NationalSecurityAgency/ghidra","summary":"Ghidra is a software reverse engineering (SRE) framework","signalBadge":"new","spanPresence":["daily"],"stars":77537,"daysSinceCreation":2756}]}],"meta":{"generatedAt":"2026-09-16T16:40:44Z","rulesVersion":"v1","degraded":false,"fallbackUsed":true,"repoCount":57,"signalCount":0},"locale":"en"}