{"reportDate":"2026-08-09","heroSummary":"Today isn't about new model capabilities, but the rush to standardize *how* agents use existing ones, evidenced by a flood of competing 'skill' libraries.","topChanges":["PrimeIntellect-ai/prime-agent shows the push towards long-running, self-improving autonomous agents.","google/skills signals big tech's entry into the race to standardize agent capabilities.","vitali87/code-graph-rag demonstrates the evolution of RAG from simple retrieval to structured codebase understanding."],"categoryBlocks":[{"category":"On-device & Multimodal AI","repos":[{"repoName":"firecrawl/pdf-inspector","repoUrl":"https://github.com/firecrawl/pdf-inspector","summary":"A Rust-based library for intelligently processing PDFs, distinguishing between scanned and text-based documents. It's trending because it solves a critical, practical problem for RAG pipelines: ingesting and classifying messy, real-world documents efficiently.","signalBadge":"new","spanPresence":["weekly"],"stars":13687,"daysSinceCreation":184},{"repoName":"Comfy-Org/ComfyUI","repoUrl":"https://github.com/Comfy-Org/ComfyUI","summary":"A node-based graphical user interface for Stable Diffusion models. Its continued popularity underscores the demand for powerful, modular tools that give users fine-grained control over complex AI image generation workflows, beyond simple text prompts.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":125144,"daysSinceCreation":1300},{"repoName":"huggingface/speech-to-speech","repoUrl":"https://github.com/huggingface/speech-to-speech","summary":"A library for building local voice agents using open-source models. Its presence on the charts indicates ongoing interest in on-device, privacy-focused voice interfaces that are not dependent on cloud-based APIs.","signalBadge":"cooling","spanPresence":["monthly"],"stars":11800,"daysSinceCreation":732},{"repoName":"bradautomates/claude-video","repoUrl":"https://github.com/bradautomates/claude-video","summary":"A tool that enables Claude to 'watch' videos by extracting frames and transcripts. It's a practical example of the 'pre-processing pipeline' pattern, where developers build wrappers to adapt existing models to new modalities.","signalBadge":"cooling","spanPresence":["monthly"],"stars":14685,"daysSinceCreation":107}],"insight":"Projects like firecrawl/pdf-inspector and bradautomates/claude-video highlight a trend of building intelligent pre-processing pipelines to bridge the gap between unstructured real-world data (PDFs, video) and LLM consumption."},{"category":"Memory, RAG & Context","repos":[{"repoName":"vitali87/code-graph-rag","repoUrl":"https://github.com/vitali87/code-graph-rag","summary":"A RAG system that builds a knowledge graph of a codebase instead of just doing vector search. It's trending because it represents the next generation of context-awareness for coding agents, promising much deeper and more accurate code understanding.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":2702,"daysSinceCreation":419},{"repoName":"TencentCloud/TencentDB-Agent-Memory","repoUrl":"https://github.com/TencentCloud/TencentDB-Agent-Memory","summary":"A shared memory hub for teams of AI agents, backed by Tencent Cloud. This project indicates a move towards collaborative AI, where agents can learn from shared experiences and data assets, moving beyond single-user, single-session contexts.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":18534,"daysSinceCreation":124},{"repoName":"tirth8205/code-review-graph","repoUrl":"https://github.com/tirth8205/code-review-graph","summary":"A local-first tool that creates a persistent knowledge graph of a codebase to optimize context for AI tools. It tackles the same problem as code-graph-rag but with a focus on local performance and persistence for review workflows.","signalBadge":"cooling","spanPresence":["monthly"],"stars":29522,"daysSinceCreation":164}],"insight":"The trend here, driven by vitali87/code-graph-rag and TencentCloud/TencentDB-Agent-Memory, consolidates around the idea of moving beyond stateless RAG to persistent, structured knowledge graphs, effectively creating a true 'memory' for agents."},{"category":"Prompt & Skill Libraries","repos":[{"repoName":"Nutlope/hallmark","repoUrl":"https://github.com/Nutlope/hallmark","summary":"A prompt library or 'skill' focused on preventing 'AI slop' or low-quality output. Its popularity reflects a growing user frustration with generic, uninspired AI-generated content and a demand for higher quality control.","signalBadge":"cooling","spanPresence":["monthly"],"stars":22885,"daysSinceCreation":104},{"repoName":"emilkowalski/skills","repoUrl":"https://github.com/emilkowalski/skills","summary":"A collection of skills for designers and engineers. This repo is part of the broader trend of codifying agent capabilities, but its generic name and lack of a clear sponsor make it one of many similar efforts in a crowded space.","signalBadge":"cooling","spanPresence":["monthly"],"stars":27535,"daysSinceCreation":146},{"repoName":"addyosmani/agent-skills","repoUrl":"https://github.com/addyosmani/agent-skills","summary":"A collection of 'production-grade' engineering skills for coding agents from a well-known developer. This is a strong signal in the 'skills' race, as it carries the credibility of a respected community figure, suggesting a focus on quality and reliability.","signalBadge":"new","spanPresence":["daily"],"stars":84875,"daysSinceCreation":175},{"repoName":"virgiliojr94/book-to-skill","repoUrl":"https://github.com/virgiliojr94/book-to-skill","summary":"A utility to convert technical books in PDF format into a structured 'skill' for agents. This is an interesting meta-skill, automating the knowledge extraction process to create more capable agents, highlighting the need for better knowledge ingestion.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":19214,"daysSinceCreation":100},{"repoName":"google/skills","repoUrl":"https://github.com/google/skills","summary":"Agent skills for Google's ecosystem. This is arguably the most significant trend of the day, as it signals Google's official entry into the race to define a standard for agent capabilities, potentially creating a powerful platform lock-in.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":17001,"daysSinceCreation":131},{"repoName":"mattpocock/skills","repoUrl":"https://github.com/mattpocock/skills","summary":"Another 'skills' repository, this one from a well-known TypeScript educator. Like addyosmani/agent-skills, its value comes from the author's reputation, suggesting a market for curated, expert-driven skill sets over generic ones.","signalBadge":"cooling","spanPresence":["monthly"],"stars":210634,"daysSinceCreation":187},{"repoName":"tt-a1i/archify","repoUrl":"https://github.com/tt-a1i/archify","summary":"An agent skill for generating various types of architecture and data-flow diagrams. This is a prime example of a valuable, vertical-specific skill: a task that is tedious for humans but well-suited for automation by an agent.","signalBadge":"cooling","spanPresence":["monthly"],"stars":10801,"daysSinceCreation":116},{"repoName":"Shubhamsaboo/awesome-llm-apps","repoUrl":"https://github.com/Shubhamsaboo/awesome-llm-apps","summary":"A curated list of AI agents, skills, and RAG applications. While 'awesome lists' are common, this one's continued popularity reflects the community's struggle to keep up with the rapid pace of development and the need for curated discovery.","signalBadge":"cooling","spanPresence":["monthly"],"stars":131658,"daysSinceCreation":832}],"insight":"This category is today's core story. The concurrent rise of google/skills and addyosmani/agent-skills confirms a market-wide race to abstract away prompting into standardized, reusable 'skills' for agents."},{"category":"Developer Tools & Productivity","repos":[{"repoName":"koala73/worldmonitor","repoUrl":"https://github.com/koala73/worldmonitor","summary":"An AI-powered global intelligence dashboard. This project represents a sophisticated application of LLMs for data synthesis and situational awareness, moving beyond simple chat interfaces to complex, information-dense UIs.","signalBadge":"cooling","spanPresence":["monthly"],"stars":80075,"daysSinceCreation":213},{"repoName":"pranshuparmar/witr","repoUrl":"https://github.com/pranshuparmar/witr","summary":"A command-line tool to trace running processes back to their origin. A non-AI tool trending high, 'Why is this running?' solves a fundamental, universal problem for developers and sysadmins, proving the enduring value of core observability tools.","signalBadge":"new","spanPresence":["daily"],"stars":20267,"daysSinceCreation":232},{"repoName":"microsoft/AI-For-Beginners","repoUrl":"https://github.com/microsoft/AI-For-Beginners","summary":"A long-standing educational curriculum from Microsoft on AI fundamentals. Its recurring presence indicates a continuous influx of new developers into the AI space who are seeking structured, high-quality learning materials from a trusted source.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":63845,"daysSinceCreation":1985},{"repoName":"ZhuLinsen/daily_stock_analysis","repoUrl":"https://github.com/ZhuLinsen/daily_stock_analysis","summary":"An LLM-powered stock analysis system. This project is a practical example of applying LLMs to a specific vertical (finance) for automated data gathering, analysis, and notification, demonstrating a popular real-world use case.","signalBadge":"new","spanPresence":["daily"],"stars":60925,"daysSinceCreation":211},{"repoName":"usekaneo/kaneo","repoUrl":"https://github.com/usekaneo/kaneo","summary":"An open-source project management tool. Its popularity signals a persistent market desire for alternatives to established players like Jira or Asana, especially for smaller teams who prefer simpler, self-hostable solutions.","signalBadge":"new","spanPresence":["weekly"],"stars":7825,"daysSinceCreation":586},{"repoName":"goauthentik/authentik","repoUrl":"https://github.com/goauthentik/authentik","summary":"An open-source identity and access management solution. Its rising trend reflects the growing complexity of application security and the need for flexible, self-hosted authentication systems that can integrate with various protocols.","signalBadge":"rising","spanPresence":["daily","weekly"],"stars":24132,"daysSinceCreation":2414},{"repoName":"HKUDS/DeepTutor","repoUrl":"https://github.com/HKUDS/DeepTutor","summary":"A project focused on personalized tutoring using AI. While educational AI is a common theme, this one's academic backing and focus on 'lifelong' learning suggests a more research-oriented approach to the problem.","signalBadge":"cooling","spanPresence":["monthly"],"stars":33294,"daysSinceCreation":224},{"repoName":"harveyai/harvey-labs","repoUrl":"https://github.com/harveyai/harvey-labs","summary":"A benchmark for evaluating AI agent capabilities in the legal domain from a VC-backed startup. This indicates the maturation of vertical AI, moving from building products to establishing objective performance metrics and benchmarks.","signalBadge":"new","spanPresence":["daily"],"stars":697,"daysSinceCreation":132},{"repoName":"iv-org/invidious","repoUrl":"https://github.com/iv-org/invidious","summary":"An alternative, privacy-focused front-end for YouTube. Its trendiness speaks to ongoing concerns about user privacy and data collection by large tech platforms, driving demand for community-developed, open-source alternatives.","signalBadge":"new","spanPresence":["weekly"],"stars":22509,"daysSinceCreation":3105},{"repoName":"OpenCut-app/OpenCut","repoUrl":"https://github.com/OpenCut-app/OpenCut","summary":"An open-source alternative to the video editor CapCut. This follows a classic open-source pattern: as a proprietary tool becomes popular, a community-driven alternative emerges to offer more control, privacy, and no-cost access.","signalBadge":"cooling","spanPresence":["monthly"],"stars":81818,"daysSinceCreation":413},{"repoName":"every-app/open-seo","repoUrl":"https://github.com/every-app/open-seo","summary":"An open-source alternative to SEO tools like Semrush and Ahrefs. Similar to other open-source alternatives trending today, it demonstrates a strong community desire to unbundle expensive SaaS products for core business functions.","signalBadge":"cooling","spanPresence":["monthly"],"stars":11036,"daysSinceCreation":163},{"repoName":"drawdb-io/drawdb","repoUrl":"https://github.com/drawdb-io/drawdb","summary":"A free online tool for creating database diagrams and generating SQL. It's a simple, useful utility that solves a common task for developers. Its popularity is a reminder that not all valuable tools need to be complex frameworks.","signalBadge":"new","spanPresence":["weekly"],"stars":38541,"daysSinceCreation":1120},{"repoName":"donnemartin/system-design-primer","repoUrl":"https://github.com/donnemartin/system-design-primer","summary":"A comprehensive guide to system design, popular for interview preparation. Its perennial popularity, especially with new activity, indicates that despite changes in technology, fundamental system design principles remain a critical and sought-after skill.","signalBadge":"new","spanPresence":["weekly"],"stars":362601,"daysSinceCreation":3451}],"insight":"The mix of low-level utilities like pranshuparmar/witr and open-source SaaS alternatives like usekaneo/kaneo refutes the idea that all innovation is AI-driven, showing strong demand for unbundling and improving core developer workflows."},{"category":"AI Coding Tools & Agents","repos":[{"repoName":"PrimeIntellect-ai/prime-agent","repoUrl":"https://github.com/PrimeIntellect-ai/prime-agent","summary":"An agent framework aiming for self-improvement and handling long-running, autonomous tasks. Its popularity signals a desire to move beyond simple, request-response agents to more persistent, intelligent systems that can manage complex workflows over time.","signalBadge":"new","spanPresence":["daily"],"stars":9999,"daysSinceCreation":93},{"repoName":"esengine/DeepSeek-Reasonix","repoUrl":"https://github.com/esengine/DeepSeek-Reasonix","summary":"A terminal-based coding agent specifically engineered for stability with DeepSeek models using prefix-caching. Its presence indicates a niche for model-specific, optimized agent runtimes designed for continuous, uninterrupted operation in a developer's local environment.","signalBadge":"new","spanPresence":["weekly"],"stars":33339,"daysSinceCreation":110},{"repoName":"pingdotgg/t3code","repoUrl":"https://github.com/pingdotgg/t3code","summary":"A recurring trend, this project provides a set of tools and conventions around the T3 stack. Its continued presence suggests the T3 ecosystem maintains a strong, loyal developer base looking for streamlined development experiences.","signalBadge":"repeated","spanPresence":["daily","monthly"],"stars":17491,"daysSinceCreation":182},{"repoName":"agegr/pi-web","repoUrl":"https://github.com/agegr/pi-web","summary":"A web interface for another trending agent project. Its appearance as a separate repository reflects a common pattern in the open-source community: core logic is developed in one project, while the user interface is contributed independently by others.","signalBadge":"cooling","spanPresence":["monthly"],"stars":3821,"daysSinceCreation":140}],"insight":"The focus in this category, exemplified by PrimeIntellect-ai/prime-agent and esengine/DeepSeek-Reasonix, reveals a shift from single-shot code generation to building persistent, long-running autonomous agents for complex coding workflows."},{"category":"Security & Reverse Engineering","repos":[{"repoName":"zhaoxuya520/reverse-skill","repoUrl":"https://github.com/zhaoxuya520/reverse-skill","summary":"An AI-powered skill router for security research and penetration testing. Its repeated appearance on the trending list confirms a stable interest in using AI not for general reasoning, but as an intelligent dispatcher for highly specialized security tools.","signalBadge":"repeated","spanPresence":["monthly","weekly"],"stars":22142,"daysSinceCreation":88}],"insight":"The continued presence of zhaoxuya520/reverse-skill indicates that a stable niche has formed for AI-powered routing and toolchain management in security, where orchestrating specialized tools is more critical than general intelligence."},{"category":"AI Infra & Protocols","repos":[{"repoName":"diegosouzapw/OmniRoute","repoUrl":"https://github.com/diegosouzapw/OmniRoute","summary":"A free, MIT-licensed AI gateway that unifies hundreds of models under a single endpoint. Its long-standing popularity reflects the developer need to abstract away the fragmentation of the LLM provider landscape and simplify model switching.","signalBadge":"cooling","spanPresence":["monthly"],"stars":43851,"daysSinceCreation":177},{"repoName":"msitarzewski/agency-agents","repoUrl":"https://github.com/msitarzewski/agency-agents","summary":"A framework for creating a virtual 'AI agency' with specialized agents for different roles. Trending today because it captures the emerging concept of multi-agent systems, moving beyond a single monolithic agent to a collaborative swarm.","signalBadge":"new","spanPresence":["daily"],"stars":140115,"daysSinceCreation":300},{"repoName":"1jehuang/jcode","repoUrl":"https://github.com/1jehuang/jcode","summary":"This project claims to be a RAM-efficient agent harness. While specifics are thin, its trendiness points to a persistent concern in the agent ecosystem: resource consumption, especially for locally-run or long-running agents.","signalBadge":"cooling","spanPresence":["monthly"],"stars":16552,"daysSinceCreation":216},{"repoName":"stablyai/orca","repoUrl":"https://github.com/stablyai/orca","summary":"An environment for managing and running multiple parallel agents across different devices. It addresses the operational complexity of deploying and monitoring agent 'fleets,' a problem that grows as developers move from experimentation to production.","signalBadge":"cooling","spanPresence":["monthly"],"stars":40528,"daysSinceCreation":145},{"repoName":"unclebob/swarm-forge","repoUrl":"https://github.com/unclebob/swarm-forge","summary":"A simple tool for coordinating multiple AI agents. Its appearance alongside more complex frameworks like 'agency-agents' suggests a demand for both high-level, opinionated systems and simple, lightweight tools for agent orchestration.","signalBadge":"new","spanPresence":["weekly"],"stars":2017,"daysSinceCreation":114},{"repoName":"livekit/agents","repoUrl":"https://github.com/livekit/agents","summary":"A framework from the real-time communication platform LiveKit for building voice AI agents. This is a significant signal, as it indicates that established infrastructure players are now building specialized agent frameworks for their domains (in this case, real-time audio/video).","signalBadge":"new","spanPresence":["weekly"],"stars":12777,"daysSinceCreation":1025},{"repoName":"embabel/embabel-agent","repoUrl":"https://github.com/embabel/embabel-agent","summary":"An agent framework specifically for the Java Virtual Machine (JVM). Its presence highlights the demand for AI tooling within established enterprise ecosystems like Java, which are often underserved by the Python-centric AI community.","signalBadge":"new","spanPresence":["weekly"],"stars":4051,"daysSinceCreation":486},{"repoName":"earendil-works/pi","repoUrl":"https://github.com/earendil-works/pi","summary":"A toolkit offering a unified LLM API, agent loop, and a command-line interface. It represents a common category of projects that aim to provide a simple, all-in-one starting point for developers new to building agents.","signalBadge":"cooling","spanPresence":["monthly"],"stars":85836,"daysSinceCreation":365},{"repoName":"iOfficeAI/OfficeCLI","repoUrl":"https://github.com/iOfficeAI/OfficeCLI","summary":"A command-line tool designed for AI agents to interact with Microsoft Office files. This is a key piece of emerging infrastructure, providing the 'hands' for agents to work with legacy enterprise data formats without requiring Office installations.","signalBadge":"cooling","spanPresence":["monthly"],"stars":26978,"daysSinceCreation":147}],"insight":"The coexistence of multi-agent frameworks like msitarzewski/agency-agents and agent-specific tools like iOfficeAI/OfficeCLI implies the ecosystem is simultaneously building out both coordination layers ('brains') and tool-use capabilities ('hands')."},{"category":"ML & GPU Infrastructure","repos":[{"repoName":"lyogavin/airllm","repoUrl":"https://github.com/lyogavin/airllm","summary":"A library aiming to run 70B parameter models on a single 4GB GPU. This project is trending because it directly addresses the huge accessibility problem in AI, pushing back against the idea that powerful models are only usable with expensive hardware.","signalBadge":"new","spanPresence":["weekly"],"stars":30281,"daysSinceCreation":1154},{"repoName":"google-deepmind/weathernext","repoUrl":"https://github.com/google-deepmind/weathernext","summary":"A new weather forecasting model from Google DeepMind. As a release from a major AI lab, its presence is expected, signaling continued research investment in applying AI to large-scale scientific problems like meteorology.","signalBadge":"new","spanPresence":["daily"],"stars":6926,"daysSinceCreation":1122}],"insight":"lyogavin/airllm's goal of running large models on minimal hardware directly challenges the narrative that high-performance inference is exclusive to cloud GPUs, highlighting a strong community push for model optimization and accessibility."}],"meta":{"generatedAt":"2026-08-09T13:06:00Z","rulesVersion":"v1","degraded":false,"fallbackUsed":false,"repoCount":44,"signalCount":0},"vibeSummary":"The battleground shifts from building individual agents to defining and packaging their 'skills,' creating a new layer of abstraction and competition.","editorialLead":"The battleground shifts from building individual agents to defining and packaging their 'skills,' creating a new layer of abstraction and competition. Today's trending covers 44 repos across 8 categories, including firecrawl/pdf-inspector, Comfy-Org/ComfyUI, huggingface/speech-to-speech, bradautomates/claude-video, vitali87/code-graph-rag. (This lead is templated: today's LLM output failed structural checks.)","strategicInsights":["The explosion of repos like google/skills, addyosmani/agent-skills, and mattpocock/skills reveals a market forming around reusable, high-level agent capabilities, abstracting away from low-level prompting.","Projects like msitarzewski/agency-agents and unclebob/swarm-forge imply a strategic shift from single-agent paradigms to multi-agent systems to tackle more complex, multi-faceted problems.","The rise of vitali87/code-graph-rag and TencentCloud/TencentDB-Agent-Memory indicates that generic RAG is becoming insufficient, pushing towards structured, domain-specific context like code graphs.","The appearance of iOfficeAI/OfficeCLI and firecrawl/pdf-inspector suggests a new software category is emerging: utilities designed not for humans, but for AI agents to interact with legacy systems and data formats.","The persistence of open-source alternatives in developer tools, such as usekaneo/kaneo and drawdb-io/drawdb, refutes the notion that AI is the only innovation vector, showing continued value in unbundling established SaaS products."],"trendSection":{"daily":{"rows":[{"repoName":"msitarzewski/agency-agents","repoUrl":"https://github.com/msitarzewski/agency-agents","yesterdayStars":null,"todayStars":140115,"delta":140115,"state":"first"},{"repoName":"Comfy-Org/ComfyUI","repoUrl":"https://github.com/Comfy-Org/ComfyUI","yesterdayStars":null,"todayStars":125144,"delta":125144,"state":"first"},{"repoName":"ZhuLinsen/daily_stock_analysis","repoUrl":"https://github.com/ZhuLinsen/daily_stock_analysis","yesterdayStars":null,"todayStars":60925,"delta":60925,"state":"first"},{"repoName":"pranshuparmar/witr","repoUrl":"https://github.com/pranshuparmar/witr","yesterdayStars":null,"todayStars":20267,"delta":20267,"state":"first"},{"repoName":"pingdotgg/t3code","repoUrl":"https://github.com/pingdotgg/t3code","yesterdayStars":null,"todayStars":17491,"delta":17491,"state":"first"},{"repoName":"google-deepmind/weathernext","repoUrl":"https://github.com/google-deepmind/weathernext","yesterdayStars":null,"todayStars":6926,"delta":6926,"state":"first"},{"repoName":"vitali87/code-graph-rag","repoUrl":"https://github.com/vitali87/code-graph-rag","yesterdayStars":null,"todayStars":2702,"delta":2702,"state":"first"},{"repoName":"PrimeIntellect-ai/prime-agent","repoUrl":"https://github.com/PrimeIntellect-ai/prime-agent","yesterdayStars":7702,"todayStars":9999,"delta":2297,"state":"strengthening"},{"repoName":"harveyai/harvey-labs","repoUrl":"https://github.com/harveyai/harvey-labs","yesterdayStars":null,"todayStars":697,"delta":697,"state":"first"},{"repoName":"addyosmani/agent-skills","repoUrl":"https://github.com/addyosmani/agent-skills","yesterdayStars":84219,"todayStars":84875,"delta":656,"state":"continuous"},{"repoName":"google/skills","repoUrl":"https://github.com/google/skills","yesterdayStars":16478,"todayStars":17001,"delta":523,"state":"strengthening"},{"repoName":"goauthentik/authentik","repoUrl":"https://github.com/goauthentik/authentik","yesterdayStars":23830,"todayStars":24132,"delta":302,"state":"continuous"}],"analysis":"New AI agent frameworks are surging, led by the explosive debuts of `msitarzewski/agency-agents` and `Comfy-Org/ComfyUI` which appeared with massive star counts."},"weekly":{"rows":[{"repoName":"drawdb-io/drawdb","repoUrl":"https://github.com/drawdb-io/drawdb","yesterdayStars":null,"todayStars":38541,"delta":38541,"state":"first"},{"repoName":"goauthentik/authentik","repoUrl":"https://github.com/goauthentik/authentik","yesterdayStars":null,"todayStars":24132,"delta":24132,"state":"first"},{"repoName":"firecrawl/pdf-inspector","repoUrl":"https://github.com/firecrawl/pdf-inspector","yesterdayStars":null,"todayStars":13687,"delta":13687,"state":"first"},{"repoName":"livekit/agents","repoUrl":"https://github.com/livekit/agents","yesterdayStars":null,"todayStars":12777,"delta":12777,"state":"first"},{"repoName":"vitali87/code-graph-rag","repoUrl":"https://github.com/vitali87/code-graph-rag","yesterdayStars":null,"todayStars":2702,"delta":2702,"state":"first"},{"repoName":"zhaoxuya520/reverse-skill","repoUrl":"https://github.com/zhaoxuya520/reverse-skill","yesterdayStars":20910,"todayStars":22142,"delta":1232,"state":"strengthening"},{"repoName":"TencentCloud/TencentDB-Agent-Memory","repoUrl":"https://github.com/TencentCloud/TencentDB-Agent-Memory","yesterdayStars":17939,"todayStars":18534,"delta":595,"state":"strengthening"},{"repoName":"virgiliojr94/book-to-skill","repoUrl":"https://github.com/virgiliojr94/book-to-skill","yesterdayStars":18628,"todayStars":19214,"delta":586,"state":"strengthening"},{"repoName":"google/skills","repoUrl":"https://github.com/google/skills","yesterdayStars":16478,"todayStars":17001,"delta":523,"state":"strengthening"},{"repoName":"microsoft/AI-For-Beginners","repoUrl":"https://github.com/microsoft/AI-For-Beginners","yesterdayStars":63414,"todayStars":63845,"delta":431,"state":"continuous"},{"repoName":"Comfy-Org/ComfyUI","repoUrl":"https://github.com/Comfy-Org/ComfyUI","yesterdayStars":124774,"todayStars":125144,"delta":370,"state":"stable"},{"repoName":"esengine/DeepSeek-Reasonix","repoUrl":"https://github.com/esengine/DeepSeek-Reasonix","yesterdayStars":33017,"todayStars":33339,"delta":322,"state":"continuous"},{"repoName":"donnemartin/system-design-primer","repoUrl":"https://github.com/donnemartin/system-design-primer","yesterdayStars":362358,"todayStars":362601,"delta":243,"state":"stable"},{"repoName":"lyogavin/airllm","repoUrl":"https://github.com/lyogavin/airllm","yesterdayStars":30042,"todayStars":30281,"delta":239,"state":"continuous"},{"repoName":"usekaneo/kaneo","repoUrl":"https://github.com/usekaneo/kaneo","yesterdayStars":7678,"todayStars":7825,"delta":147,"state":"continuous"},{"repoName":"unclebob/swarm-forge","repoUrl":"https://github.com/unclebob/swarm-forge","yesterdayStars":1945,"todayStars":2017,"delta":72,"state":"strengthening"},{"repoName":"iv-org/invidious","repoUrl":"https://github.com/iv-org/invidious","yesterdayStars":22449,"todayStars":22509,"delta":60,"state":"stable"},{"repoName":"embabel/embabel-agent","repoUrl":"https://github.com/embabel/embabel-agent","yesterdayStars":4026,"todayStars":4051,"delta":25,"state":"continuous"}],"analysis":"New developer tools like `drawdb-io/drawdb` and `goauthentik/authentik` are showing strong weekly momentum, while existing agent-focused repos like `zhaoxuya520/reverse-skill` continue to 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monthly view shows entrenchment, with established repositories like `zhaoxuya520/reverse-skill` and `TencentCloud/TencentDB-Agent-Memory` demonstrating sustained, long-term accumulation."}},"locale":"en"}