{"reportDate":"2026-05-26","heroSummary":"Today's trend is a proliferation of 'skill' libraries and agent harnesses aiming to make AI coding agents more capable, specialized, and integrated.","topChanges":["Lum1104/Understand-Anything shows a push from simple code generation to complex code comprehension using knowledge graphs.","anthropics/knowledge-work-plugins signals a direct, first-party effort to build a plugin and skill ecosystem around Claude.","ruvnet/RuView demonstrates AI agent applications expanding beyond the digital, using WiFi signals for physical space monitoring."],"categoryBlocks":[{"category":"AI Coding Tools & Agents","summary":"This category is saturated with projects building on a shared concept: modular 'skills' and harnesses for AI agents. The overwhelming focus on the Claude Code ecosystem indicates a rapid, almost frantic, attempt to define the standard toolkit for this new platform.","repos":[{"repoName":"Lum1104/Understand-Anything","repoUrl":"https://github.com/Lum1104/Understand-Anything","summary":"Generates interactive knowledge graphs from codebases to aid understanding and querying. Its rise signifies a shift in AI coding from just generation to complex analysis and comprehension, a necessary step for more advanced agents. It supports multiple AI models including Claude Code.","signalBadge":"rising","spanPresence":["daily","monthly","weekly"],"stars":34688},{"repoName":"colbymchenry/codegraph","repoUrl":"https://github.com/colbymchenry/codegraph","summary":"A pre-indexed code knowledge graph, similar in concept to Understand-Anything. Its repeated appearance on the trend list confirms the strong developer interest in tools that provide deep code context to LLMs, aiming for better accuracy and lower token usage.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":27198},{"repoName":"affaan-m/ECC","repoUrl":"https://github.com/affaan-m/ECC","summary":"An 'agent harness' for performance optimization. This project is representative of a wave of meta-tools being built around LLMs to manage skills, memory, and security. It highlights the emerging need for a standardized operational layer for agents.","signalBadge":"new","spanPresence":["daily"],"stars":193828},{"repoName":"mukul975/Anthropic-Cybersecurity-Skills","repoUrl":"https://github.com/mukul975/Anthropic-Cybersecurity-Skills","summary":"A collection of over 750 structured cybersecurity skills for AI agents, mapped to industry frameworks. This is a prime example of domain-specific 'skill' packaging, aiming to make general-purpose models into specialized, reliable tools for professionals.","signalBadge":"new","spanPresence":["daily"],"stars":9837},{"repoName":"Imbad0202/academic-research-skills","repoUrl":"https://github.com/Imbad0202/academic-research-skills","summary":"A set of skills defining a multi-step academic research process for Claude Code. Like the cybersecurity skills repo, this shows the pattern of encapsulating complex workflows into structured prompts or 'skills' to guide agent behavior.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":22040},{"repoName":"rohitg00/agentmemory","repoUrl":"https://github.com/rohitg00/agentmemory","summary":"A library for persistent memory in AI agents. Its continued popularity reflects a core challenge in agent development: maintaining context and learning across sessions. It's a foundational piece of the agent infrastructure puzzle.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":18116},{"repoName":"ruvnet/RuView","repoUrl":"https://github.com/ruvnet/RuView","summary":"A system that uses WiFi signals for spatial intelligence and presence detection without cameras. This project is a notable outlier, demonstrating the application of AI beyond traditional data types and into physical signal processing, creating novel sensing capabilities.","signalBadge":"new","spanPresence":["weekly"],"stars":66174},{"repoName":"HKUDS/ViMax","repoUrl":"https://github.com/HKUDS/ViMax","summary":"An agentic video generation framework that breaks down the process into roles like Director and Screenwriter. This structural approach to a creative task using multiple specialized agents reflects an advanced pattern in agent design.","signalBadge":"new","spanPresence":["weekly"],"stars":7599},{"repoName":"can1357/oh-my-pi","repoUrl":"https://github.com/can1357/oh-my-pi","summary":"An AI coding agent for the terminal. It's another entry in the crowded space of agent frameworks, competing on features like optimized tool usage and sub-agent support. Its existence highlights the ongoing search for the ideal developer-agent interface.","signalBadge":"new","spanPresence":["weekly"],"stars":7466},{"repoName":"multica-ai/andrej-karpathy-skills","repoUrl":"https://github.com/multica-ai/andrej-karpathy-skills","summary":"A single configuration file aiming to improve Claude Code's behavior by encoding observations from Andrej Karpathy. This is an interesting example of 'expert distillation'—capturing nuanced human expertise in a simple, machine-readable format for an agent.","signalBadge":"cooling","spanPresence":["monthly"],"stars":156641},{"repoName":"AIDC-AI/Pixelle-Video","repoUrl":"https://github.com/AIDC-AI/Pixelle-Video","summary":"An automated short video generation engine. This tool targets the content creation market, demonstrating the application of AI to automate marketing and social media workflows. Its continued presence suggests sustained demand for such tools.","signalBadge":"cooling","spanPresence":["monthly"],"stars":19936},{"repoName":"decolua/9router","repoUrl":"https://github.com/decolua/9router","summary":"A tool to route AI coding assistant requests to free model providers. This is a cost-arbitrage play, reflecting a user segment that is highly price-sensitive and willing to trade reliability for free access to various models.","signalBadge":"cooling","spanPresence":["monthly"],"stars":14476},{"repoName":"thedotmack/claude-mem","repoUrl":"https://github.com/thedotmack/claude-mem","summary":"Provides persistent context across sessions for agents. Similar to `rohitg00/agentmemory`, it addresses the critical problem of agent amnesia. The duplication of effort in this area indicates the problem is both important and not yet definitively solved.","signalBadge":"new","spanPresence":["daily"],"stars":78436},{"repoName":"ruvnet/ruflo","repoUrl":"https://github.com/ruvnet/ruflo","summary":"An agent orchestration platform specifically for Claude. This is another framework aiming to build structured, multi-agent systems. Its tight coupling with Claude highlights the trend of platform-specific tooling emerging in the agent ecosystem.","signalBadge":"cooling","spanPresence":["monthly"],"stars":55351},{"repoName":"cursor/plugins","repoUrl":"https://github.com/cursor/plugins","summary":"The plugin specification for the Cursor editor. This is a signal of platform maturation, where a popular tool is opening up its ecosystem for third-party developers to build extensions, mirroring the classic IDE plugin model.","signalBadge":"new","spanPresence":["weekly"],"stars":884},{"repoName":"ComposioHQ/awesome-codex-skills","repoUrl":"https://github.com/ComposioHQ/awesome-codex-skills","summary":"A curated list of 'skills' for the Codex agent. This 'awesome-list' format serves as a discovery mechanism in the fragmented skill ecosystem, but its cooling trend suggests developers may be moving towards more integrated or standardized skill management.","signalBadge":"cooling","spanPresence":["monthly"],"stars":11822},{"repoName":"dotnet/skills","repoUrl":"https://github.com/dotnet/skills","summary":"An official Microsoft repository for .NET and C# skills for coding agents. This is a significant move by a major platform owner to formally support the 'skill' abstraction, validating the trend and ensuring their ecosystem is AI-ready.","signalBadge":"new","spanPresence":["weekly"],"stars":3096},{"repoName":"mattpocock/sandcastle","repoUrl":"https://github.com/mattpocock/sandcastle","summary":"A library for orchestrating sandboxed coding agents in TypeScript. Security and safety are growing concerns as agents become more autonomous, and this tool addresses that by providing isolated execution environments.","signalBadge":"cooling","spanPresence":["monthly"],"stars":5123},{"repoName":"addyosmani/agent-skills","repoUrl":"https://github.com/addyosmani/agent-skills","summary":"A collection of production-grade engineering skills for agents by a well-known developer. This repo's value comes from the authority of its author, offering curated, high-quality skills that developers can trust and adopt.","signalBadge":"cooling","spanPresence":["monthly"],"stars":45949}],"insight":"This category is saturated with projects building on a shared concept: modular 'skills' and harnesses for AI agents. The overwhelming focus on the Claude Code ecosystem indicates a rapid, almost frantic, attempt to define the standard toolkit for this new platform."},{"category":"Uncategorized","summary":"A mix of AI applications and open-source alternatives. The key signal is Anthropic's own `knowledge-work-plugins`, confirming their strategic push for an ecosystem. Also notable are 'soft skill' repos like `stop-slop` and `taste-skill`, which aim to refine AI-generated prose.","repos":[{"repoName":"rohitg00/ai-engineering-from-scratch","repoUrl":"https://github.com/rohitg00/ai-engineering-from-scratch","summary":"An educational repository teaching AI engineering concepts. Its popularity points to a strong demand for foundational knowledge in a rapidly evolving field, as many developers are trying to move beyond just using APIs to understanding the underlying principles.","signalBadge":"rising","spanPresence":["daily","monthly","weekly"],"stars":20254},{"repoName":"anthropics/financial-services","repoUrl":"https://github.com/anthropics/financial-services","summary":"An official repo from Anthropic, likely containing examples or tools for financial services applications. Its presence, though cooling, indicates a strategic industry focus for the company.","signalBadge":"cooling","spanPresence":["monthly"],"stars":27723},{"repoName":"anthropics/knowledge-work-plugins","repoUrl":"https://github.com/anthropics/knowledge-work-plugins","summary":"An official open-source plugin repository from Anthropic for its 'Claude Cowork' product. This is a direct signal of their platform strategy: encouraging a third-party ecosystem to extend Claude's capabilities for knowledge workers, validating the broader 'skill' trend.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":16449},{"repoName":"tinyhumansai/openhuman","repoUrl":"https://github.com/tinyhumansai/openhuman","summary":"A private, local-first personal AI project. This caters to the growing user segment concerned with data privacy, offering an alternative to cloud-based AI assistants. It represents the 'sovereign computing' branch of the AI trend.","signalBadge":"new","spanPresence":["weekly"],"stars":28197},{"repoName":"CloakHQ/CloakBrowser","repoUrl":"https://github.com/CloakHQ/CloakBrowser","summary":"A stealth version of Chromium designed to bypass bot detection. While not strictly an AI project, it's relevant to the agent ecosystem as it provides a critical tool for web automation and data scraping agents that need to appear human.","signalBadge":"cooling","spanPresence":["monthly"],"stars":21326},{"repoName":"hardikpandya/stop-slop","repoUrl":"https://github.com/hardikpandya/stop-slop","summary":"A 'skill' file designed to remove tell-tale signs of AI-generated text. This is a fascinating meta-skill, addressing a common criticism of LLMs—their often generic and verbose prose. It shows a desire to refine AI output to be more human-like.","signalBadge":"new","spanPresence":["daily"],"stars":4814},{"repoName":"Leonxlnx/taste-skill","repoUrl":"https://github.com/Leonxlnx/taste-skill","summary":"A skill that purports to give an AI 'good taste' and prevent generic output. Similar to `stop-slop`, this addresses the qualitative aspects of generation. It's an attempt to codify a subjective aesthetic, a notoriously difficult task.","signalBadge":"new","spanPresence":["daily"],"stars":20859},{"repoName":"DigitalPlatDev/FreeDomain","repoUrl":"https://github.com/DigitalPlatDev/FreeDomain","summary":"A project offering free domains. This appears to be a promotional effort or a low-signal project that has gained temporary visibility. Its relevance to broader developer trends is likely minimal.","signalBadge":"new","spanPresence":["daily"],"stars":166707},{"repoName":"soxoj/maigret","repoUrl":"https://github.com/soxoj/maigret","summary":"An OSINT tool that collects information on a person by username across thousands of sites. This is a classic reconnaissance tool whose continued relevance highlights the importance of data gathering for both security and agent-based research tasks.","signalBadge":"cooling","spanPresence":["monthly"],"stars":30493},{"repoName":"jellyfin/jellyfin","repoUrl":"https://github.com/jellyfin/jellyfin","summary":"A well-established open-source media system. Its appearance in trends is likely due to a new release, a recent migration of users from a commercial alternative like Plex, or a mention in a popular forum. It's a steady, community-driven project.","signalBadge":"new","spanPresence":["daily"],"stars":52294},{"repoName":"TauricResearch/TradingAgents","repoUrl":"https://github.com/TauricResearch/TradingAgents","summary":"A framework for building multi-agent LLM systems for financial trading. This represents a high-stakes application of agent technology, combining natural language processing with quantitative analysis in a domain where reliability is critical.","signalBadge":"cooling","spanPresence":["monthly"],"stars":79752},{"repoName":"Axorax/awesome-free-apps","repoUrl":"https://github.com/Axorax/awesome-free-apps","summary":"A curated list of free applications. 'Awesome lists' are a common fixture on GitHub. This one's trend is likely driven by general user interest rather than a specific shift in software development.","signalBadge":"new","spanPresence":["daily"],"stars":5052},{"repoName":"NVlabs/Sana","repoUrl":"https://github.com/NVlabs/Sana","summary":"An efficient high-resolution image synthesis model from NVIDIA Research. The use of a Linear Diffusion Transformer architecture is the key technical detail here, representing ongoing research to improve the performance and efficiency of diffusion models.","signalBadge":"new","spanPresence":["weekly"],"stars":7689},{"repoName":"twentyhq/twenty","repoUrl":"https://github.com/twentyhq/twenty","summary":"An open-source alternative to Salesforce, designed with AI integration in mind. This is a significant project aiming to disrupt a major enterprise software category by building on a modern, open, and AI-native foundation.","signalBadge":"new","spanPresence":["daily"],"stars":46662},{"repoName":"presenton/presenton","repoUrl":"https://github.com/presenton/presenton","summary":"An open-source AI presentation generator, positioned as an alternative to services like Gamma. This fits the pattern of open-sourcing popular AI-powered SaaS applications, offering more control and lower cost to users.","signalBadge":"new","spanPresence":["weekly"],"stars":7028},{"repoName":"Open-Dev-Society/OpenStock","repoUrl":"https://github.com/Open-Dev-Society/OpenStock","summary":"An open-source market data platform. This project targets developers and individuals who want access to financial data without paying for expensive commercial platforms. It's another example of the open-source ethos applied to a data-heavy domain.","signalBadge":"new","spanPresence":["daily"],"stars":11902},{"repoName":"humanlayer/12-factor-agents","repoUrl":"https://github.com/humanlayer/12-factor-agents","summary":"A document outlining principles for building production-ready LLM applications, modeled after the classic '12-Factor App' methodology. This represents an attempt to bring software engineering discipline to the often experimental world of AI development.","signalBadge":"new","spanPresence":["weekly"],"stars":22387},{"repoName":"yikart/AiToEarn","repoUrl":"https://github.com/yikart/AiToEarn","summary":"A repository focused on using AI for financial gain. The topic often attracts speculative interest, but such repositories rarely contain sustainable or novel techniques. Its presence likely reflects hype more than substance.","signalBadge":"cooling","spanPresence":["monthly"],"stars":16599},{"repoName":"HKUDS/CLI-Anything","repoUrl":"https://github.com/HKUDS/CLI-Anything","summary":"A project aiming to make any command-line interface software usable by AI agents. This is an ambitious infrastructure play to bridge the gap between legacy tools and modern agent systems, potentially unlocking vast new capabilities for agents.","signalBadge":"new","spanPresence":["weekly"],"stars":40557},{"repoName":"LearningCircuit/local-deep-research","repoUrl":"https://github.com/LearningCircuit/local-deep-research","summary":"A tool for performing deep research using local or cloud LLMs. It focuses on privacy and local execution, supporting various models and search engines. This caters to users who need powerful research capabilities without sending data to third parties.","signalBadge":"cooling","spanPresence":["monthly"],"stars":7979}],"insight":"A mix of AI applications and open-source alternatives. The key signal is Anthropic's own `knowledge-work-plugins`, confirming their strategic push for an ecosystem. Also notable are 'soft skill' repos like `stop-slop` and `taste-skill`, which aim to refine AI-generated prose."},{"category":"Developer Tools & Productivity","summary":"A single, highly-specialized repository for physics simulations. This category shows no significant trend today and serves as a quiet backdrop to the intense activity in AI-focused categories.","repos":[{"repoName":"st-tech/ppf-contact-solver","repoUrl":"https://github.com/st-tech/ppf-contact-solver","summary":"A specialized contact solver for physics-based simulations. This is a niche but technically deep library for graphics and simulation engineers. Its trend is likely driven by a specific community or use case rather than a broad industry shift.","signalBadge":"new","spanPresence":["daily"],"stars":3346}],"insight":"A single, highly-specialized repository for physics simulations. This category shows no significant trend today and serves as a quiet backdrop to the intense activity in AI-focused categories."},{"category":"On-device & Multimodal AI","summary":"This small cluster shows continued interest in bringing AI capabilities directly to devices and expanding beyond text. `supertone-inc/supertonic` provides on-device TTS, while `bytedance/UI-TARS-desktop` focuses on multimodal agent infrastructure.","repos":[{"repoName":"supertone-inc/supertonic","repoUrl":"https://github.com/supertone-inc/supertonic","summary":"An on-device, multilingual text-to-speech engine running via ONNX. High-quality, local TTS is a key component for building private, responsive voice interfaces, and this project addresses that need directly.","signalBadge":"new","spanPresence":["weekly"],"stars":10598},{"repoName":"bytedance/UI-TARS-desktop","repoUrl":"https://github.com/bytedance/UI-TARS-desktop","summary":"An open-source multimodal AI agent stack from ByteDance. As a project from a major tech company, it signals serious investment in creating robust, general-purpose infrastructure for agents that can understand and interact with user interfaces.","signalBadge":"cooling","spanPresence":["monthly"],"stars":35319},{"repoName":"Alishahryar1/free-claude-code","repoUrl":"https://github.com/Alishahryar1/free-claude-code","summary":"A tool providing free terminal and VSCode access to Claude Code. Similar to `9router`, this project focuses on circumventing paywalls for a popular AI model, indicating a persistent demand for free access among hobbyists and developers.","signalBadge":"cooling","spanPresence":["monthly"],"stars":29903}],"insight":"This small cluster shows continued interest in bringing AI capabilities directly to devices and expanding beyond text. `supertone-inc/supertonic` provides on-device TTS, while `bytedance/UI-TARS-desktop` focuses on multimodal agent infrastructure."},{"category":"AI Infra & Protocols","summary":"The single entry, `dograh-hq/dograh`, points to the ongoing effort to open-source the full AI stack. It specifically targets the enterprise voice AI platform space, positioning itself as a self-hosted alternative to commercial services like Vapi and Retell.","repos":[{"repoName":"dograh-hq/dograh","repoUrl":"https://github.com/dograh-hq/dograh","summary":"An open-source, self-hosted voice AI platform, positioned as an alternative to Vapi and Retell. This project aims to commoditize enterprise-grade voice AI infrastructure, giving developers more control and potentially lower costs for building voice agents.","signalBadge":"new","spanPresence":["weekly"],"stars":3177}],"insight":"The single entry, `dograh-hq/dograh`, points to the ongoing effort to open-source the full AI stack. It specifically targets the enterprise voice AI platform space, positioning itself as a self-hosted alternative to commercial services like Vapi and Retell."},{"category":"Prompt & Skill Libraries","summary":"This category is ironically sparse with only `mattpocock/skills`, while the actual 'skill' trend is exploding across other categories. This suggests the concept is too pervasive to be contained in a single category, fragmenting before it can consolidate.","repos":[{"repoName":"mattpocock/skills","repoUrl":"https://github.com/mattpocock/skills","summary":"A personal collection of 'skills' for Claude from a prominent TypeScript educator. Its popularity highlights the desire for expert-vetted prompts and configurations, as developers seek to replicate the workflows of experienced practitioners.","signalBadge":"cooling","spanPresence":["monthly"],"stars":106533}],"insight":"This category is ironically sparse with only `mattpocock/skills`, while the actual 'skill' trend is exploding across other categories. This suggests the concept is too pervasive to be contained in a single category, fragmenting before it can consolidate."}],"meta":{"generatedAt":"2026-05-26T16:01:07Z","rulesVersion":"v1","degraded":false,"fallbackUsed":false,"repoCount":45,"signalCount":45},"vibeSummary":"The ecosystem is standardizing around 'skills' for AI agents, creating a tooling rush to augment large language models, particularly for Claude Code.","strategicInsights":["The 'skill' has emerged as the dominant abstraction for packaging agent capabilities, seen across repos like `Anthropic-Cybersecurity-Skills`, `academic-research-skills`, and even prose-focused ones like `taste-skill`. This suggests a move toward a component model for AI.","Anthropic is successfully creating an ecosystem gravity well. The high concentration of tools explicitly targeting 'Claude Code' indicates that developers are actively building on their platform, a strategy previously seen with OpenAI's GPT plugins.","A sub-theme of open-source alternatives to established commercial products is visible with `twentyhq/twenty` (Salesforce), `presenton/presenton` (Gamma), and `dograh-hq/dograh` (Vapi/Retell), applying modern AI stacks to disrupt incumbent software.","Code analysis is becoming as important as code generation. Projects like `Lum1104/Understand-Anything` and `colbymchenry/codegraph` focus on creating knowledge graphs from codebases, enabling more sophisticated reasoning by agents.","There's significant noise and duplication in the AI agent tooling space. Many repos like `ECC`, `oh-my-pi`, and `agentmemory` offer overlapping functionality for agent orchestration, memory, and skill management, indicating a fragmented and immature market."],"trendSection":{"daily":{"rows":[{"repoName":"DigitalPlatDev/FreeDomain","repoUrl":"https://github.com/DigitalPlatDev/FreeDomain","yesterdayStars":null,"todayStars":166707,"delta":166707,"state":"first"},{"repoName":"thedotmack/claude-mem","repoUrl":"https://github.com/thedotmack/claude-mem","yesterdayStars":null,"todayStars":78436,"delta":78436,"state":"first"},{"repoName":"jellyfin/jellyfin","repoUrl":"https://github.com/jellyfin/jellyfin","yesterdayStars":null,"todayStars":52294,"delta":52294,"state":"first"},{"repoName":"twentyhq/twenty","repoUrl":"https://github.com/twentyhq/twenty","yesterdayStars":null,"todayStars":46662,"delta":46662,"state":"first"},{"repoName":"Open-Dev-Society/OpenStock","repoUrl":"https://github.com/Open-Dev-Society/OpenStock","yesterdayStars":null,"todayStars":11902,"delta":11902,"state":"first"},{"repoName":"Lum1104/Understand-Anything","repoUrl":"https://github.com/Lum1104/Understand-Anything","yesterdayStars":29885,"todayStars":34688,"delta":4803,"state":"strengthening"},{"repoName":"st-tech/ppf-contact-solver","repoUrl":"https://github.com/st-tech/ppf-contact-solver","yesterdayStars":null,"todayStars":3346,"delta":3346,"state":"first"},{"repoName":"rohitg00/ai-engineering-from-scratch","repoUrl":"https://github.com/rohitg00/ai-engineering-from-scratch","yesterdayStars":18002,"todayStars":20254,"delta":2252,"state":"strengthening"},{"repoName":"affaan-m/ECC","repoUrl":"https://github.com/affaan-m/ECC","yesterdayStars":191952,"todayStars":193828,"delta":1876,"state":"continuous"},{"repoName":"anthropics/knowledge-work-plugins","repoUrl":"https://github.com/anthropics/knowledge-work-plugins","yesterdayStars":14867,"todayStars":16449,"delta":1582,"state":"strengthening"},{"repoName":"Leonxlnx/taste-skill","repoUrl":"https://github.com/Leonxlnx/taste-skill","yesterdayStars":19299,"todayStars":20859,"delta":1560,"state":"strengthening"},{"repoName":"mukul975/Anthropic-Cybersecurity-Skills","repoUrl":"https://github.com/mukul975/Anthropic-Cybersecurity-Skills","yesterdayStars":8940,"todayStars":9837,"delta":897,"state":"strengthening"},{"repoName":"Axorax/awesome-free-apps","repoUrl":"https://github.com/Axorax/awesome-free-apps","yesterdayStars":4281,"todayStars":5052,"delta":771,"state":"strengthening"},{"repoName":"hardikpandya/stop-slop","repoUrl":"https://github.com/hardikpandya/stop-slop","yesterdayStars":4231,"todayStars":4814,"delta":583,"state":"strengthening"}],"analysis":"Viral new entries like `DigitalPlatDev/FreeDomain` and `thedotmack/claude-mem` show explosive single-day gains, but lack persistence on weekly or monthly 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