{"reportDate":"2026-05-14","heroSummary":"Look past the agent frameworks themselves and notice the proliferation of 'skill libraries' like those from mattpocock and garrytan, formalizing agent instruction.","topChanges":["ruvnet/RuView shows AI moving into novel sensor modalities beyond vision and audio, using WiFi for spatial intelligence.","mattpocock/skills exemplifies the formalization of prompt engineering into shareable, structured 'skill libraries' for agents.","CloakHQ/CloakBrowser represents the growing counter-trend of anti-bot technologies in response to increasingly capable AI automation."],"categoryBlocks":[{"category":"Prompt & Skill Libraries","summary":"This entire category signals a maturation of agent interaction, moving from 'prompt engineering' to 'skill engineering'. The repos are overwhelmingly focused on capturing and sharing structured, reusable instructions specifically for Claude, effectively creating a de-facto standard.","repos":[{"repoName":"anthropics/financial-services","repoUrl":"https://github.com/anthropics/financial-services","summary":"An official repository from Anthropic demonstrating Claude's application in financial services. Its repeated trending indicates strong, sustained interest from the finance industry in leveraging large language models for domain-specific tasks.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":22636},{"repoName":"multica-ai/andrej-karpathy-skills","repoUrl":"https://github.com/multica-ai/andrej-karpathy-skills","summary":"A single file of prompts designed to improve Claude's coding behavior, based on observations by Andrej Karpathy. Its popularity shows the value developers place on codified expert knowledge for steering agent behavior, a key part of the 'skill engineering' trend.","signalBadge":"cooling","spanPresence":["monthly"],"stars":129333},{"repoName":"mattpocock/skills","repoUrl":"https://github.com/mattpocock/skills","summary":"A prominent developer, Matt Pocock, sharing his personal `.claude` skill directory. This repository is a clear signal of the community trend towards open-sourcing and standardizing reusable instructions for AI agents, moving beyond simple prompts.","signalBadge":"rising","spanPresence":["daily","monthly","weekly"],"stars":81172},{"repoName":"K-Dense-AI/scientific-agent-skills","repoUrl":"https://github.com/K-Dense-AI/scientific-agent-skills","summary":"A collection of agent skills tailored for scientific and technical research tasks. It highlights the specialization of agent capabilities, where generic agents are being augmented with domain-specific skills to perform complex, structured workflows in fields like engineering and finance.","signalBadge":"new","spanPresence":["daily"],"stars":21568},{"repoName":"yikart/AiToEarn","repoUrl":"https://github.com/yikart/AiToEarn","summary":"A repository collecting methods to monetize AI usage. This is a form of meta-trend, reflecting a growing interest not just in building with AI, but in finding direct commercial applications and arbitrage opportunities created by the technology.","signalBadge":"new","spanPresence":["weekly"],"stars":13620},{"repoName":"ComposioHQ/awesome-codex-skills","repoUrl":"https://github.com/ComposioHQ/awesome-codex-skills","summary":"A curated list of skills for the Codex agent framework. Its continued relevance, despite Codex's age, shows the persistent need for well-documented, practical automation recipes that developers can readily use in their workflows.","signalBadge":"cooling","spanPresence":["monthly"],"stars":9477},{"repoName":"addyosmani/agent-skills","repoUrl":"https://github.com/addyosmani/agent-skills","summary":"A collection of production-grade skills for AI coding agents from a well-known Google engineer. This repo is significant because it brings a level of engineering rigor and best-practice thinking to the nascent field of agent skill development.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":41424},{"repoName":"Imbad0202/academic-research-skills","repoUrl":"https://github.com/Imbad0202/academic-research-skills","summary":"A set of prompts structured to guide an AI agent through the academic research and writing process. This exemplifies the trend of breaking down complex, knowledge-based workflows into a sequence of agent-executable skills.","signalBadge":"new","spanPresence":["weekly"],"stars":7093},{"repoName":"garrytan/gstack","repoUrl":"https://github.com/garrytan/gstack","summary":"The personal Claude Code setup of Garry Tan, a prominent investor. This is trending because it offers a blueprint from a respected figure on how to structure agent-based workflows for business roles, from CEO to QA.","signalBadge":"new","spanPresence":["daily"],"stars":96336}],"insight":"This entire category signals a maturation of agent interaction, moving from 'prompt engineering' to 'skill engineering'. The repos are overwhelmingly focused on capturing and sharing structured, reusable instructions specifically for Claude, effectively creating a de-facto standard."},{"category":"Developer Tools & Productivity","summary":"Beyond evergreen tools like scrcpy, the standout trend is the emergence of sophisticated anti-bot-detection tools like CloakHQ/CloakBrowser. This reflects a direct response to the increasing use of web automation and AI, creating a new cat-and-mouse game.","repos":[{"repoName":"CloakHQ/CloakBrowser","repoUrl":"https://github.com/CloakHQ/CloakBrowser","summary":"A stealth version of Chromium patched at the source level to defeat bot detection systems. It's trending as a direct response to the increasing sophistication of anti-automation measures, providing a critical tool for developers in web scraping and automated testing.","signalBadge":"rising","spanPresence":["daily","monthly","weekly"],"stars":10385},{"repoName":"influxdata/telegraf","repoUrl":"https://github.com/influxdata/telegraf","summary":"A widely-used, plugin-driven server agent for collecting and reporting metrics. Its renewed trendiness reflects its reliability and extensibility, making it a cornerstone of modern observability stacks even as the landscape of data sources constantly changes.","signalBadge":"new","spanPresence":["daily"],"stars":17130},{"repoName":"Genymobile/scrcpy","repoUrl":"https://github.com/Genymobile/scrcpy","summary":"A popular tool for displaying and controlling Android devices from a desktop computer. It's an evergreen developer utility whose consistent popularity is driven by its performance, ease of use, and utility for mobile development, testing, and presentations.","signalBadge":"new","spanPresence":["daily"],"stars":141079},{"repoName":"playcanvas/supersplat","repoUrl":"https://github.com/playcanvas/supersplat","summary":"A web-based editor for 3D Gaussian Splatting scenes. This tool is gaining traction because it makes a new and computationally intensive rendering technique more accessible to developers and artists, enabling high-quality real-time 3D graphics on the web.","signalBadge":"new","spanPresence":["weekly"],"stars":7917},{"repoName":"github/spec-kit","repoUrl":"https://github.com/github/spec-kit","summary":"A toolkit from GitHub to encourage 'Spec-Driven Development'. Its appearance is a signal from a major platform player promoting a more structured approach to software design, where a formal specification guides the development process.","signalBadge":"new","spanPresence":["daily"],"stars":99086},{"repoName":"apernet/hysteria","repoUrl":"https://github.com/apernet/hysteria","summary":"A proxy and censorship-resistance tool. Its popularity often correlates with geopolitical events or changes in internet filtering policies, serving as a critical tool for users seeking unrestricted access to information.","signalBadge":"new","spanPresence":["weekly"],"stars":20737},{"repoName":"datawhalechina/easy-vibe","repoUrl":"https://github.com/datawhalechina/easy-vibe","summary":"A beginner-focused coding course from a Chinese open-source community. Its trendiness indicates a strong, localized demand for accessible, modern programming education and community-driven learning initiatives within China.","signalBadge":"new","spanPresence":["weekly"],"stars":10778}],"insight":"Beyond evergreen tools like scrcpy, the standout trend is the emergence of sophisticated anti-bot-detection tools like CloakHQ/CloakBrowser. This reflects a direct response to the increasing use of web automation and AI, creating a new cat-and-mouse game."},{"category":"Memory, RAG & Context","summary":"These projects address a fundamental limitation of LLM agents: state and context. rohitg00/agentmemory focuses on persistent memory, while zilliztech/claude-context and local-deep-research aim to provide agents with vast, searchable context from private documents and codebases.","repos":[{"repoName":"rohitg00/agentmemory","repoUrl":"https://github.com/rohitg00/agentmemory","summary":"A library providing persistent memory for AI agents. This is a critical piece of infrastructure, as it directly addresses the stateless nature of most LLMs, enabling agents to learn from past interactions and maintain context across sessions.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":8691},{"repoName":"LearningCircuit/local-deep-research","repoUrl":"https://github.com/LearningCircuit/local-deep-research","summary":"A tool for performing deep research using local LLMs and multiple search engines. It's significant for its focus on privacy and local control, allowing users to conduct comprehensive, AI-powered research without sending their queries or data to third-party services.","signalBadge":"new","spanPresence":["weekly"],"stars":7561},{"repoName":"zilliztech/claude-context","repoUrl":"https://github.com/zilliztech/claude-context","summary":"A code search tool designed to give Claude Code context over an entire codebase. This is an example of specialized RAG (Retrieval-Augmented Generation) aimed at a key developer pain point: making AI coding assistants aware of the broader project architecture.","signalBadge":"cooling","spanPresence":["monthly"],"stars":11033}],"insight":"These projects address a fundamental limitation of LLM agents: state and context. rohitg00/agentmemory focuses on persistent memory, while zilliztech/claude-context and local-deep-research aim to provide agents with vast, searchable context from private documents and codebases."},{"category":"AI Coding Tools & Agents","summary":"This category is currently dominated by API proxies and wrappers designed to circumvent the costs of premium models. Repos like decolua/9router and Alishahryar1/free-claude-code indicate strong developer demand for Claude Code that outstrips their willingness or ability to pay for official access.","repos":[{"repoName":"Alishahryar1/free-claude-code","repoUrl":"https://github.com/Alishahryar1/free-claude-code","summary":"A tool that provides free access to the Claude Code model through various interfaces. This is a clear indicator of market demand; the model is valuable enough that a community has formed around tools to bypass its official, paid API.","signalBadge":"cooling","spanPresence":["monthly"],"stars":24520},{"repoName":"Hmbown/DeepSeek-TUI","repoUrl":"https://github.com/Hmbown/DeepSeek-TUI","summary":"A terminal-based coding agent for DeepSeek models. This tool appeals to developers who prefer a keyboard-centric, terminal-based workflow, providing a lightweight interface to a specific family of open-source coding models.","signalBadge":"new","spanPresence":["weekly"],"stars":28771},{"repoName":"decolua/9router","repoUrl":"https://github.com/decolua/9router","summary":"An API router that connects various AI coding frontends to free model providers. This project is pure arbitrage, existing to route traffic away from paid APIs. Its popularity is a direct measure of developer sensitivity to AI API costs.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":10168}],"insight":"This category is currently dominated by API proxies and wrappers designed to circumvent the costs of premium models. Repos like decolua/9router and Alishahryar1/free-claude-code indicate strong developer demand for Claude Code that outstrips their willingness or ability to pay for official access."},{"category":"On-device & Multimodal AI","summary":"This category is expanding beyond conventional media generation. The focus is shifting towards novel sensory inputs like WiFi for spatial awareness (ruvnet/RuView) and efficient on-device execution for core tasks like TTS (supertone-inc/supertonic).","repos":[{"repoName":"ruvnet/RuView","repoUrl":"https://github.com/ruvnet/RuView","summary":"This project uses commodity WiFi hardware for spatial intelligence, such as presence detection and vital sign monitoring, without cameras. It's trending because it represents a novel application of AI in a non-traditional sensor modality, moving beyond pixels and text.","signalBadge":"new","spanPresence":["daily"],"stars":55258},{"repoName":"AIDC-AI/Pixelle-Video","repoUrl":"https://github.com/AIDC-AI/Pixelle-Video","summary":"An automated short video generation engine. While part of the broader AI video trend, its continued visibility points to the sustained demand for tools that automate content creation pipelines for social media and marketing.","signalBadge":"cooling","spanPresence":["monthly"],"stars":16569},{"repoName":"roboflow/supervision","repoUrl":"https://github.com/roboflow/supervision","summary":"A library of reusable tools for computer vision tasks. Its recent attention suggests developers are looking for standardized, high-level abstractions to accelerate the development of vision applications, moving away from writing boilerplate code for common operations.","signalBadge":"new","spanPresence":["daily"],"stars":38750},{"repoName":"supertone-inc/supertonic","repoUrl":"https://github.com/supertone-inc/supertonic","summary":"An on-device, multilingual text-to-speech engine using the ONNX runtime. It's notable for its focus on performance and local execution, catering to applications that require low-latency, privacy-preserving voice generation without relying on cloud APIs.","signalBadge":"new","spanPresence":["daily"],"stars":5043},{"repoName":"NVIDIA-AI-Blueprints/video-search-and-summarization","repoUrl":"https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization","summary":"A reference architecture from NVIDIA for building video analytics applications. This is significant as it provides a standardized, GPU-accelerated starting point for complex tasks like video search, signaling a push towards more accessible enterprise-grade vision AI.","signalBadge":"new","spanPresence":["daily"],"stars":720},{"repoName":"Anil-matcha/Open-Generative-AI","repoUrl":"https://github.com/Anil-matcha/Open-Generative-AI","summary":"An open-source, self-hostable studio for image and video generation with a large collection of models. It trends as a reaction to closed platforms, offering an unfiltered, locally-controlled alternative for generative AI experimentation and use.","signalBadge":"cooling","spanPresence":["monthly"],"stars":13463},{"repoName":"hugohe3/ppt-master","repoUrl":"https://github.com/hugohe3/ppt-master","summary":"An AI tool that generates editable PowerPoint (PPTX) files from documents, creating native shapes and animations rather than static images. Its popularity stems from its focus on producing genuinely useful, editable output for a common business task.","signalBadge":"cooling","spanPresence":["monthly"],"stars":16318}],"insight":"This category is expanding beyond conventional media generation. The focus is shifting towards novel sensory inputs like WiFi for spatial awareness (ruvnet/RuView) and efficient on-device execution for core tasks like TTS (supertone-inc/supertonic)."},{"category":"AI Infra & Protocols","summary":"The tooling here is scaling up from building individual agents to managing multi-agent systems. Projects like ruvnet/ruflo focus on orchestration, while others like multica-ai/multica offer managed platforms, indicating a move towards production-level agent deployment and coordination.","repos":[{"repoName":"tinyhumansai/openhuman","repoUrl":"https://github.com/tinyhumansai/openhuman","summary":"A project aiming to create a private, personal AI. Its appeal lies in the promise of a locally-run, user-controlled AI agent, which stands in contrast to the cloud-based, data-hungry models offered by large corporations.","signalBadge":"new","spanPresence":["daily"],"stars":7294},{"repoName":"bytedance/UI-TARS-desktop","repoUrl":"https://github.com/bytedance/UI-TARS-desktop","summary":"An open-source multimodal AI agent stack from ByteDance. This is notable as an entry from a major tech company into the open-source agent infrastructure space, providing a comprehensive framework for connecting various models and tools.","signalBadge":"new","spanPresence":["weekly"],"stars":33873},{"repoName":"obra/superpowers","repoUrl":"https://github.com/obra/superpowers","summary":"An 'agentic skills framework' combined with a software development methodology. It attempts to formalize how developers should build and integrate agent 'skills' into software, suggesting a move towards more structured, repeatable processes for AI development.","signalBadge":"new","spanPresence":["daily"],"stars":190735},{"repoName":"lsdefine/GenericAgent","repoUrl":"https://github.com/lsdefine/GenericAgent","summary":"A self-evolving agent designed to expand its own skill tree from a small initial seed. This project is interesting for its meta-learning approach, where the agent learns how to learn, a long-term goal in AGI research.","signalBadge":"cooling","spanPresence":["monthly"],"stars":11349},{"repoName":"NousResearch/hermes-agent","repoUrl":"https://github.com/NousResearch/hermes-agent","summary":"An agent framework from a well-known AI research group. Its continued popularity reflects the community's trust in NousResearch and the ongoing search for robust, well-designed foundations upon which to build specialized AI agents.","signalBadge":"cooling","spanPresence":["monthly"],"stars":149812},{"repoName":"HKUDS/AI-Trader","repoUrl":"https://github.com/HKUDS/AI-Trader","summary":"A framework for fully-automated, agent-based financial trading. This is part of a larger trend of applying agentic AI to finance, aiming to create autonomous systems that can analyze market data and execute trades without human intervention.","signalBadge":"new","spanPresence":["weekly"],"stars":17149},{"repoName":"Tracer-Cloud/opensre","repoUrl":"https://github.com/Tracer-Cloud/opensre","summary":"An open-source toolkit for building AI-powered Site Reliability Engineering (SRE) agents. It addresses a practical enterprise need: automating infrastructure monitoring, incident response, and other operational tasks using AI.","signalBadge":"cooling","spanPresence":["monthly"],"stars":5050},{"repoName":"ruvnet/ruflo","repoUrl":"https://github.com/ruvnet/ruflo","summary":"An orchestration platform specifically for multi-agent systems using Claude. It's trending because it moves beyond single-agent setups to address the more complex problem of coordinating 'swarms' of agents to perform sophisticated, autonomous workflows.","signalBadge":"new","spanPresence":["weekly"],"stars":50786},{"repoName":"TauricResearch/TradingAgents","repoUrl":"https://github.com/TauricResearch/TradingAgents","summary":"A multi-agent framework for financial trading. Unlike single-agent traders, this project explores the interaction of multiple agents, potentially modeling different market roles or strategies, which is a more complex and realistic simulation of financial markets.","signalBadge":"cooling","spanPresence":["monthly"],"stars":75315},{"repoName":"multica-ai/multica","repoUrl":"https://github.com/multica-ai/multica","summary":"An open-source platform to manage coding agents as if they were human teammates. This project represents a higher-level abstraction for agent infrastructure, focusing on user interface, task management, and skill compounding rather than low-level agent mechanics.","signalBadge":"cooling","spanPresence":["monthly"],"stars":28342}],"insight":"The tooling here is scaling up from building individual agents to managing multi-agent systems. Projects like ruvnet/ruflo focus on orchestration, while others like multica-ai/multica offer managed platforms, indicating a move towards production-level agent deployment and coordination."},{"category":"ML & GPU Infrastructure","summary":"With only one repository, shiyu-coder/Kronos, the signal is one of specialization. Instead of general-purpose models, we see the emergence of highly domain-specific foundation models, in this case for financial markets, trained on proprietary data sets.","repos":[{"repoName":"shiyu-coder/Kronos","repoUrl":"https://github.com/shiyu-coder/Kronos","summary":"A foundation model specifically trained on financial market data. This represents the trend towards domain-specific models that can outperform general models on specialized tasks. Its release is a notable event for the quantitative finance community.","signalBadge":"new","spanPresence":["daily"],"stars":24646}],"insight":"With only one repository, shiyu-coder/Kronos, the signal is one of specialization. Instead of general-purpose models, we see the emergence of highly domain-specific foundation models, in this case for financial markets, trained on proprietary data sets."},{"category":"Security & Reverse Engineering","summary":"The tools trending here are general-purpose and have long-standing popularity. Hackingtool and Maigret are collections of utilities for security research and OSINT, reflecting consistent, evergreen interest rather than a new, specific trend.","repos":[{"repoName":"Z4nzu/hackingtool","repoUrl":"https://github.com/Z4nzu/hackingtool","summary":"A collection of various hacking and security tools bundled into a single script. It's an aggregator project that trends periodically due to its convenience for beginners and security hobbyists looking for an all-in-one toolkit.","signalBadge":"cooling","spanPresence":["monthly"],"stars":74354},{"repoName":"soxoj/maigret","repoUrl":"https://github.com/soxoj/maigret","summary":"An OSINT tool that collects information on a person by searching for a username across thousands of websites. This is a classic open-source intelligence utility whose enduring popularity reflects a constant interest in digital footprint analysis and online investigation.","signalBadge":"cooling","spanPresence":["monthly"],"stars":28567}],"insight":"The tools trending here are general-purpose and have long-standing popularity. Hackingtool and Maigret are collections of utilities for security research and OSINT, reflecting consistent, evergreen interest rather than a new, specific trend."}],"meta":{"generatedAt":"2026-05-14T14:32:26Z","rulesVersion":"v1","degraded":false,"fallbackUsed":false,"repoCount":42,"signalCount":42},"vibeSummary":"The AI agent ecosystem is standardizing around shareable, structured 'skills', turning ad-hoc prompting into a reusable engineering discipline, centered on Claude.","strategicInsights":["A 'Claude Skill' economy is forming. Repos like multica-ai/andrej-karpathy-skills, mattpocock/skills, and garrytan/gstack indicate a community standardizing on skill-sharing for Anthropic's models, creating a moat.","AI agent tooling is moving up the abstraction ladder from frameworks to orchestration. Tools like ruvnet/ruflo (orchestration) and multica-ai/multica (managed platforms) are built for managing swarms of agents, not just single ones.","AI is verticalizing into finance. The presence of Kronos (foundation model), AI-Trader, and TradingAgents suggests a concentration of agent development in high-value, data-rich domains like automated trading.","The rise of anti-detection tools like CloakHQ/CloakBrowser signals an arms race. As AI agents get better at web automation, services are deploying more sophisticated bot detection, creating demand for tools to circumvent it.","Cost-avoidance is a major trend driver in AI coding tools. Repos like decolua/9router and Alishahryar1/free-claude-code are fundamentally API proxies to get free access, indicating that the cost of premium models like Claude Code is a significant barrier for many developers."],"trendSection":{"daily":{"rows":[{"repoName":"Genymobile/scrcpy","repoUrl":"https://github.com/Genymobile/scrcpy","yesterdayStars":null,"todayStars":141079,"delta":141079,"state":"first"},{"repoName":"garrytan/gstack","repoUrl":"https://github.com/garrytan/gstack","yesterdayStars":null,"todayStars":96336,"delta":96336,"state":"first"},{"repoName":"ruvnet/RuView","repoUrl":"https://github.com/ruvnet/RuView","yesterdayStars":null,"todayStars":55258,"delta":55258,"state":"first"},{"repoName":"roboflow/supervision","repoUrl":"https://github.com/roboflow/supervision","yesterdayStars":null,"todayStars":38750,"delta":38750,"state":"first"},{"repoName":"shiyu-coder/Kronos","repoUrl":"https://github.com/shiyu-coder/Kronos","yesterdayStars":null,"todayStars":24646,"delta":24646,"state":"first"},{"repoName":"tinyhumansai/openhuman","repoUrl":"https://github.com/tinyhumansai/openhuman","yesterdayStars":4265,"todayStars":7294,"delta":3029,"state":"strengthening"},{"repoName":"mattpocock/skills","repoUrl":"https://github.com/mattpocock/skills","yesterdayStars":78204,"todayStars":81171,"delta":2967,"state":"strengthening"},{"repoName":"rohitg00/agentmemory","repoUrl":"https://github.com/rohitg00/agentmemory","yesterdayStars":6963,"todayStars":8691,"delta":1728,"state":"strengthening"},{"repoName":"obra/superpowers","repoUrl":"https://github.com/obra/superpowers","yesterdayStars":189080,"todayStars":190735,"delta":1655,"state":"continuous"},{"repoName":"CloakHQ/CloakBrowser","repoUrl":"https://github.com/CloakHQ/CloakBrowser","yesterdayStars":9084,"todayStars":10385,"delta":1301,"state":"strengthening"},{"repoName":"github/spec-kit","repoUrl":"https://github.com/github/spec-kit","yesterdayStars":97964,"todayStars":99086,"delta":1122,"state":"continuous"},{"repoName":"supertone-inc/supertonic","repoUrl":"https://github.com/supertone-inc/supertonic","yesterdayStars":3959,"todayStars":5043,"delta":1084,"state":"strengthening"},{"repoName":"NVIDIA-AI-Blueprints/video-search-and-summarization","repoUrl":"https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization","yesterdayStars":null,"todayStars":720,"delta":720,"state":"first"},{"repoName":"K-Dense-AI/scientific-agent-skills","repoUrl":"https://github.com/K-Dense-AI/scientific-agent-skills","yesterdayStars":20923,"todayStars":21568,"delta":645,"state":"strengthening"},{"repoName":"influxdata/telegraf","repoUrl":"https://github.com/influxdata/telegraf","yesterdayStars":16919,"todayStars":17130,"delta":211,"state":"continuous"}],"analysis":"New repositories like Genymobile/scrcpy and garrytan/gstack dominate the daily chart, indicating a surge of high-momentum, first-time 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