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π¦ marckrenn/claude-code-changelog
Track Every Claude Code Update Automatically
Ever wonder how Claude Code evolves behind the scenes? This repository is an unofficial, community-driven archive that tracks the progression of system prompts, feature flags, and metadata across every single Claude Code release. It solves the difficulty of manual tracking by providing a structured, searchable history of how the tool changes over time. You can compare different versions to see exactly how instructions or behaviors shift between updates. It is a fantastic resource for anyone wanting to conduct deep research on prompt engineering or AI tool development. Dive in today to see exactly how these intelligent systems grow.
π @hackernewsgithubprojects
Track Every Claude Code Update Automatically
Ever wonder how Claude Code evolves behind the scenes? This repository is an unofficial, community-driven archive that tracks the progression of system prompts, feature flags, and metadata across every single Claude Code release. It solves the difficulty of manual tracking by providing a structured, searchable history of how the tool changes over time. You can compare different versions to see exactly how instructions or behaviors shift between updates. It is a fantastic resource for anyone wanting to conduct deep research on prompt engineering or AI tool development. Dive in today to see exactly how these intelligent systems grow.
π @hackernewsgithubprojects
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π¦ mistertea/eternalterminal
Never Lose Your Terminal Session Again with Eternal Terminal
Are you tired of losing your work when your network connection drops? Eternal Terminal is a powerful, secure remote shell that solves this by automatically reconnecting without ever interrupting your active session. It acts like a persistent bridge, maintaining your terminal state even if your internet cuts out or you switch networks. By using SSH for encrypted handshaking and a dedicated server process to manage your terminal, it ensures your command-line tasks stay active in the background. It is the perfect tool for developers who need reliable, continuous access to remote systems. Stop worrying about disconnects and keep your productivity flowing today.
π @hackernewsgithubprojects
Never Lose Your Terminal Session Again with Eternal Terminal
Are you tired of losing your work when your network connection drops? Eternal Terminal is a powerful, secure remote shell that solves this by automatically reconnecting without ever interrupting your active session. It acts like a persistent bridge, maintaining your terminal state even if your internet cuts out or you switch networks. By using SSH for encrypted handshaking and a dedicated server process to manage your terminal, it ensures your command-line tasks stay active in the background. It is the perfect tool for developers who need reliable, continuous access to remote systems. Stop worrying about disconnects and keep your productivity flowing today.
π @hackernewsgithubprojects
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π¦ vmvlab/medical_embodied_ai_paper_list
The Future of Medicine: Embodied AI Explained
Ever wonder how artificial intelligence might physically transform our hospitals? While foundation models are smart, they often struggle to interact with the real world. This project repository offers a deep dive into the emerging field of Medical Embodied AI. It provides a systematic survey of how agents can integrate perception, decision-making, and action to handle clinical tasks. From recognizing surgical instruments to automating complex workflows, this research explores the next generation of healthcare technology. It is a fantastic resource for understanding the technical roadmap and challenges ahead. Dive into this paper list to see how AI is becoming truly embodied.
π @hackernewsgithubprojects
The Future of Medicine: Embodied AI Explained
Ever wonder how artificial intelligence might physically transform our hospitals? While foundation models are smart, they often struggle to interact with the real world. This project repository offers a deep dive into the emerging field of Medical Embodied AI. It provides a systematic survey of how agents can integrate perception, decision-making, and action to handle clinical tasks. From recognizing surgical instruments to automating complex workflows, this research explores the next generation of healthcare technology. It is a fantastic resource for understanding the technical roadmap and challenges ahead. Dive into this paper list to see how AI is becoming truly embodied.
π @hackernewsgithubprojects
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π¦ yaolinwen/domoo
Solving Complex Optimization Challenges Offline with DOMOO
Struggling to find the right balance between conflicting design goals when you only have static, offline data? Meet DOMOO, a research framework presented at ICML 2026 designed to master multi-objective optimization without live feedback. It tackles the common issue of out-of-distribution errors by combining energy-based risk control with a smart nested learning strategy. By jointly training preference models and Pareto sets, it effectively navigates complex design spaces while maintaining high diversity. Whether you are working on neural architecture search or engineering design, this tool helps you find reliable, high-quality solutions. Give your offline optimization models a serious upgrade today.
π @hackernewsgithubprojects
Solving Complex Optimization Challenges Offline with DOMOO
Struggling to find the right balance between conflicting design goals when you only have static, offline data? Meet DOMOO, a research framework presented at ICML 2026 designed to master multi-objective optimization without live feedback. It tackles the common issue of out-of-distribution errors by combining energy-based risk control with a smart nested learning strategy. By jointly training preference models and Pareto sets, it effectively navigates complex design spaces while maintaining high diversity. Whether you are working on neural architecture search or engineering design, this tool helps you find reliable, high-quality solutions. Give your offline optimization models a serious upgrade today.
π @hackernewsgithubprojects
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π¦ cslsolow/seerepo
Stop Wasting Tokens! Boost Your AI Coding Agents
Are you tired of your AI coding agents burning through tokens just trying to understand a new codebase? Meet SeeRepo, a clever framework designed to make agents smarter and faster. Instead of forcing agents to hunt through files using repetitive shell commands, SeeRepo provides a pre-built structural graph of the entire repository. By mapping out imports, function calls, and class hierarchies, it gives the agent a clear roadmap of how the code connects. This simple change helps agents resolve issues more efficiently without sacrificing accuracy. Dive into the world of graph-augmented agents today and streamline your development workflow.
π @hackernewsgithubprojects
Stop Wasting Tokens! Boost Your AI Coding Agents
Are you tired of your AI coding agents burning through tokens just trying to understand a new codebase? Meet SeeRepo, a clever framework designed to make agents smarter and faster. Instead of forcing agents to hunt through files using repetitive shell commands, SeeRepo provides a pre-built structural graph of the entire repository. By mapping out imports, function calls, and class hierarchies, it gives the agent a clear roadmap of how the code connects. This simple change helps agents resolve issues more efficiently without sacrificing accuracy. Dive into the world of graph-augmented agents today and streamline your development workflow.
π @hackernewsgithubprojects
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π¦ feijianghan/paperforge
Master Research Papers: A Deep Analysis Framework
Struggling to really understand complex research papers? Most people just skim the abstract, but that often misses the true value hidden in the technical details. This repository provides a structured, high-level skill designed to help you deconstruct any academic paper. It moves beyond simple summaries by forcing you to reconstruct the author's reasoning, explain methods mechanistically, and stress-test core assumptions. By designing reproducible experiments and identifying potential counterexamples, you gain a deep, analytical edge. Stop just reading papers and start actively masterfully deconstructing them to generate your own fresh, meaningful research ideas for the future.
π @hackernewsgithubprojects
Master Research Papers: A Deep Analysis Framework
Struggling to really understand complex research papers? Most people just skim the abstract, but that often misses the true value hidden in the technical details. This repository provides a structured, high-level skill designed to help you deconstruct any academic paper. It moves beyond simple summaries by forcing you to reconstruct the author's reasoning, explain methods mechanistically, and stress-test core assumptions. By designing reproducible experiments and identifying potential counterexamples, you gain a deep, analytical edge. Stop just reading papers and start actively masterfully deconstructing them to generate your own fresh, meaningful research ideas for the future.
π @hackernewsgithubprojects
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π¦ chriswiles/claude-code-showcase
Turn Claude Code into Your Super-Powered Teammate
Most developers are missing out on the true potential of AI agents, but this repository changes that by turning Claude Code into a highly efficient teammate. It provides a complete project configuration framework using reusable skills, specialized agents, and automated quality gates. You can define custom UI patterns, implement automated testing workflows, and even integrate external ticket systems like JIRA for seamless task management. By leveraging hooks, custom commands, and real-time code intelligence, you can automate your maintenance and ensure your codebase follows strict standards. Start building your own intelligent automation layer today and watch your productivity soar.
π @hackernewsgithubprojects
Turn Claude Code into Your Super-Powered Teammate
Most developers are missing out on the true potential of AI agents, but this repository changes that by turning Claude Code into a highly efficient teammate. It provides a complete project configuration framework using reusable skills, specialized agents, and automated quality gates. You can define custom UI patterns, implement automated testing workflows, and even integrate external ticket systems like JIRA for seamless task management. By leveraging hooks, custom commands, and real-time code intelligence, you can automate your maintenance and ensure your codebase follows strict standards. Start building your own intelligent automation layer today and watch your productivity soar.
π @hackernewsgithubprojects
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π¦ machinae/awesome-claws
Discover the World of OpenClaw Inspired AI Agents
Are you looking for the perfect personal AI assistant but feeling overwhelmed by the endless options available today? You need to check out Awesome Claws, a meticulously curated repository that highlights a massive collection of autonomous AI agents inspired by the OpenClaw architecture. Whether you need a tiny, efficient agent for low-cost hardware like an ESP32, a privacy-focused assistant for your local files, or a powerful multi-agent system for complex research workflows, this list has you covered. It is the ultimate resource for developers and enthusiasts to explore diverse, high-quality, and open-source AI projects all in one place.
π @hackernewsgithubprojects
Discover the World of OpenClaw Inspired AI Agents
Are you looking for the perfect personal AI assistant but feeling overwhelmed by the endless options available today? You need to check out Awesome Claws, a meticulously curated repository that highlights a massive collection of autonomous AI agents inspired by the OpenClaw architecture. Whether you need a tiny, efficient agent for low-cost hardware like an ESP32, a privacy-focused assistant for your local files, or a powerful multi-agent system for complex research workflows, this list has you covered. It is the ultimate resource for developers and enthusiasts to explore diverse, high-quality, and open-source AI projects all in one place.
π @hackernewsgithubprojects
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π¦ upload-post/avatar-mix
Automate Professional Avatar Videos with One Click
Stop spending hours editing social media videos. This repository provides a powerful, reusable workflow for generating professional, avatar-led content from just a URL or script. By combining HeyGen for your digital twin, custom animated backgrounds, and dynamic editing, you can produce polished 16:9 and 9:16 videos complete with music, context-aware sound effects, and engaging Hormozi-style captions. It automates scene composition and even handles publishing across all your social networks. Whether you are a creator or developer, this tool saves massive time by automating the technical heavy lifting, letting you scale your content production effortlessly. Start creating your own automated video pipeline today.
π @hackernewsgithubprojects
Automate Professional Avatar Videos with One Click
Stop spending hours editing social media videos. This repository provides a powerful, reusable workflow for generating professional, avatar-led content from just a URL or script. By combining HeyGen for your digital twin, custom animated backgrounds, and dynamic editing, you can produce polished 16:9 and 9:16 videos complete with music, context-aware sound effects, and engaging Hormozi-style captions. It automates scene composition and even handles publishing across all your social networks. Whether you are a creator or developer, this tool saves massive time by automating the technical heavy lifting, letting you scale your content production effortlessly. Start creating your own automated video pipeline today.
π @hackernewsgithubprojects
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π¦ benchflow-ai/skillsbench
How Well Does Your AI Agent Actually Perform?
Ever wonder if your AI agent is truly mastering the skills you give it? SkillsBench is the first benchmark designed to measure exactly how effectively AI agents use modular instructions and scripts to perform complex workflows. It solves the mystery of agent performance by providing gym-style evaluations that test how well models can compose multiple skills together. By using native task packages that include environments, oracles, and verifiers, it offers a rigorous way to see if your agent is genuinely capable or just guessing. Start benchmarking your agent today to ensure it is as smart as you think.
π @hackernewsgithubprojects
How Well Does Your AI Agent Actually Perform?
Ever wonder if your AI agent is truly mastering the skills you give it? SkillsBench is the first benchmark designed to measure exactly how effectively AI agents use modular instructions and scripts to perform complex workflows. It solves the mystery of agent performance by providing gym-style evaluations that test how well models can compose multiple skills together. By using native task packages that include environments, oracles, and verifiers, it offers a rigorous way to see if your agent is genuinely capable or just guessing. Start benchmarking your agent today to ensure it is as smart as you think.
π @hackernewsgithubprojects
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π¦ bayling-models/bayling-duplex
Build Smarter AI Conversations with BayLing-Duplex
Imagine an AI that listens and talks at the same time just like a real person. BayLing-Duplex makes this possible by enabling native full-duplex speech dialogue through a single autoregressive model. By representing audio and text as a unified stream, it handles turn-taking and interruptions naturally without needing complex external controllers or voice activity detectors. This makes your AI projects much more responsive and human-like in their interactions. Whether you are researching speech-to-speech prototypes or building advanced conversational assistants, this repository provides the framework to master seamless, real-time dialogue. Experience the future of fluid AI communication today.
π @hackernewsgithubprojects
Build Smarter AI Conversations with BayLing-Duplex
Imagine an AI that listens and talks at the same time just like a real person. BayLing-Duplex makes this possible by enabling native full-duplex speech dialogue through a single autoregressive model. By representing audio and text as a unified stream, it handles turn-taking and interruptions naturally without needing complex external controllers or voice activity detectors. This makes your AI projects much more responsive and human-like in their interactions. Whether you are researching speech-to-speech prototypes or building advanced conversational assistants, this repository provides the framework to master seamless, real-time dialogue. Experience the future of fluid AI communication today.
π @hackernewsgithubprojects
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π¦ landian60/streammembench
Stop Testing Memory Systems The Old Way: Introducing StreamMemBench
Ever wonder how well an AI agent actually remembers your life? Meet StreamMemBench, an open benchmark designed to evaluate streaming persona memory systems using real-world data. It transforms multimodal life streams into evidence-based tasks to test if an agent can accurately use initial information, incorporate user feedback, and reuse memory in future interactions. By evaluating eight different memory systems, including RAG baselines, this project provides a standardized way to measure fidelity and recall. If you are building AI agents that need to learn from personal experiences, this tool is the ultimate test to ensure your memory system is truly intelligent.
π @hackernewsgithubprojects
Stop Testing Memory Systems The Old Way: Introducing StreamMemBench
Ever wonder how well an AI agent actually remembers your life? Meet StreamMemBench, an open benchmark designed to evaluate streaming persona memory systems using real-world data. It transforms multimodal life streams into evidence-based tasks to test if an agent can accurately use initial information, incorporate user feedback, and reuse memory in future interactions. By evaluating eight different memory systems, including RAG baselines, this project provides a standardized way to measure fidelity and recall. If you are building AI agents that need to learn from personal experiences, this tool is the ultimate test to ensure your memory system is truly intelligent.
π @hackernewsgithubprojects
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π¦ lvkailin0118/touchthinker
Teaching Robots How to Feel with TouchThinker
Have you ever wondered how robots could truly understand the physical world? Meet TouchThinker, a groundbreaking framework designed to teach machines tactile commonsense reasoning. While robots struggle with complex touch, this project tackles the problem by introducing a massive million-scale dataset and a clever action-aware modeling system. By processing tactile videos and focusing on specific interactions like sliding or pressing, the model learns to ground its responses in real physical evidence. It is a huge leap forward for open-world robotics, helping machines make sense of touch just like we do. Check out TouchThinker to see the future of robotic perception.
π @hackernewsgithubprojects
Teaching Robots How to Feel with TouchThinker
Have you ever wondered how robots could truly understand the physical world? Meet TouchThinker, a groundbreaking framework designed to teach machines tactile commonsense reasoning. While robots struggle with complex touch, this project tackles the problem by introducing a massive million-scale dataset and a clever action-aware modeling system. By processing tactile videos and focusing on specific interactions like sliding or pressing, the model learns to ground its responses in real physical evidence. It is a huge leap forward for open-world robotics, helping machines make sense of touch just like we do. Check out TouchThinker to see the future of robotic perception.
π @hackernewsgithubprojects
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π¦ openbmb/agentcpm
Build Powerful AI Agents with AgentCPM
Want to supercharge your AI agents for complex research? AgentCPM provides an end-to-end infrastructure designed to tackle long-horizon, autonomous tasks with edge-scale models. It includes AgentCPM-Explore, which leverages a 4B parameter model to handle continuous, multi-turn interactions, and AgentCPM-Report, which uses an 8B model to autonomously generate deeply insightful long-form documents from your private data. With integrated tools like the AgentDock sandbox and asynchronous reinforcement learning, you get a full suite for training and evaluation. It is a powerful, open-source solution for running sophisticated, private-first research agents directly on your own hardware.
π @hackernewsgithubprojects
Build Powerful AI Agents with AgentCPM
Want to supercharge your AI agents for complex research? AgentCPM provides an end-to-end infrastructure designed to tackle long-horizon, autonomous tasks with edge-scale models. It includes AgentCPM-Explore, which leverages a 4B parameter model to handle continuous, multi-turn interactions, and AgentCPM-Report, which uses an 8B model to autonomously generate deeply insightful long-form documents from your private data. With integrated tools like the AgentDock sandbox and asynchronous reinforcement learning, you get a full suite for training and evaluation. It is a powerful, open-source solution for running sophisticated, private-first research agents directly on your own hardware.
π @hackernewsgithubprojects
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π¦ shanxierdan/dibs
Supercharge Your Solvers with Diffusion-Informed Branch Selection
Struggling with slow symbolic solvers on tough problems? Meet DiBS, a clever new approach that blends the accuracy of traditional solvers with the intelligence of machine learning. Instead of relying on rigid search patterns, DiBS uses a learned diffusion model to intelligently reorder branches during the search process. This boosts performance on complex tasks like Sudoku or 3-SAT by prioritizing better candidates while keeping your solver complete and reliable. It is the perfect bridge between raw computational speed and smart, data-driven reasoning. Give your solvers a massive upgrade and start tackling those long-tail search problems with much greater efficiency today.
π @hackernewsgithubprojects
Supercharge Your Solvers with Diffusion-Informed Branch Selection
Struggling with slow symbolic solvers on tough problems? Meet DiBS, a clever new approach that blends the accuracy of traditional solvers with the intelligence of machine learning. Instead of relying on rigid search patterns, DiBS uses a learned diffusion model to intelligently reorder branches during the search process. This boosts performance on complex tasks like Sudoku or 3-SAT by prioritizing better candidates while keeping your solver complete and reliable. It is the perfect bridge between raw computational speed and smart, data-driven reasoning. Give your solvers a massive upgrade and start tackling those long-tail search problems with much greater efficiency today.
π @hackernewsgithubprojects
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π¦ tianyi-lab/polar
Optimize LLM Inference by Skipping or Looping Layers
Did you know your favorite AI model might be doing unnecessary work? Large language models usually run every single layer, but the PoLar framework proves we can achieve better results by dynamically skipping or looping through specific layers for each input. This clever approach treats layer execution like a customizable program, allowing for shorter, more efficient inference paths that maintain or even improve accuracy. By using a lightweight prediction network to decide the best path, you can unlock deeper reasoning capabilities hidden within standard models. It is a smarter way to run AI that makes your models faster and more effective.
π @hackernewsgithubprojects
Optimize LLM Inference by Skipping or Looping Layers
Did you know your favorite AI model might be doing unnecessary work? Large language models usually run every single layer, but the PoLar framework proves we can achieve better results by dynamically skipping or looping through specific layers for each input. This clever approach treats layer execution like a customizable program, allowing for shorter, more efficient inference paths that maintain or even improve accuracy. By using a lightweight prediction network to decide the best path, you can unlock deeper reasoning capabilities hidden within standard models. It is a smarter way to run AI that makes your models faster and more effective.
π @hackernewsgithubprojects
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π¦ marswang42/orbitos
OrbitOS: Your AI-Orchestrated Personal Productivity System
Are you tired of manually organizing your tasks and notes? Meet OrbitOS, an Obsidian-based framework that turns your personal productivity into an intelligently orchestrated system. By leveraging tools like Claude or Gemini, it acts as a dedicated AI partner that manages your knowledge, plans your daily routine, and helps you execute projects. Simply capture ideas into your inbox, and use commands like kickoff or research to structure them into actionable plans. With features for automated knowledge parsing, project tracking, and deep research, it keeps your work moving forward effortlessly. Reclaim your focus and let your AI assistant organize your life.
π @hackernewsgithubprojects
OrbitOS: Your AI-Orchestrated Personal Productivity System
Are you tired of manually organizing your tasks and notes? Meet OrbitOS, an Obsidian-based framework that turns your personal productivity into an intelligently orchestrated system. By leveraging tools like Claude or Gemini, it acts as a dedicated AI partner that manages your knowledge, plans your daily routine, and helps you execute projects. Simply capture ideas into your inbox, and use commands like kickoff or research to structure them into actionable plans. With features for automated knowledge parsing, project tracking, and deep research, it keeps your work moving forward effortlessly. Reclaim your focus and let your AI assistant organize your life.
π @hackernewsgithubprojects
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π¦ cytostack/openwolf
Slash Your Claude Code Tokens with OpenWolf
Are you tired of Claude Code burning through your token budget by reading the same files over and over? Meet OpenWolf, the open-source middleware that gives your AI agent a second brain. It works by injecting invisible hooks into your workflow, creating a project map, a learning memory, and a token ledger. By letting Claude know what is in your files before it opens them, OpenWolf significantly reduces unnecessary reads and saves massive amounts of tokens. It even tracks your project anatomy and bug history to keep your agent sharp. Take control of your AI costs and optimize your development flow today.
π @hackernewsgithubprojects
Slash Your Claude Code Tokens with OpenWolf
Are you tired of Claude Code burning through your token budget by reading the same files over and over? Meet OpenWolf, the open-source middleware that gives your AI agent a second brain. It works by injecting invisible hooks into your workflow, creating a project map, a learning memory, and a token ledger. By letting Claude know what is in your files before it opens them, OpenWolf significantly reduces unnecessary reads and saves massive amounts of tokens. It even tracks your project anatomy and bug history to keep your agent sharp. Take control of your AI costs and optimize your development flow today.
π @hackernewsgithubprojects
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π¦ dragonflydb/dragonfly
Is This the Ultimate Redis Alternative?
Are you struggling with the limitations of traditional in-memory data stores? Meet Dragonfly, a modern, high-performance replacement for Redis and Memcached designed for todayβs demanding application workloads. By utilizing a unique multi-threaded, shared-nothing architecture, Dragonfly delivers up to twenty-five times the throughput of older systems while maintaining significantly lower tail latency. It is fully compatible with existing Redis and Memcached APIs, meaning you can switch over without changing your code. Whether you need massive scalability or better memory efficiency during heavy tasks like data snapshots, Dragonfly offers a powerful, seamless upgrade for your infrastructure.
π @hackernewsgithubprojects
Is This the Ultimate Redis Alternative?
Are you struggling with the limitations of traditional in-memory data stores? Meet Dragonfly, a modern, high-performance replacement for Redis and Memcached designed for todayβs demanding application workloads. By utilizing a unique multi-threaded, shared-nothing architecture, Dragonfly delivers up to twenty-five times the throughput of older systems while maintaining significantly lower tail latency. It is fully compatible with existing Redis and Memcached APIs, meaning you can switch over without changing your code. Whether you need massive scalability or better memory efficiency during heavy tasks like data snapshots, Dragonfly offers a powerful, seamless upgrade for your infrastructure.
π @hackernewsgithubprojects
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π¦ gszhangwei/open-spdd
Stop AI from Guessing: Use OpenSPDD to Control Your Code
Are you tired of AI coding assistants hallucinating or writing code that ignores your requirements? Meet OpenSPDD, a powerful CLI tool that transforms your prompts into executable design contracts. Instead of leaving AI to improvise, it uses a seven-dimensional REASONS Canvas framework to define everything from domain entities to strict coding guardrails. This tool supports popular environments like Cursor and GitHub Copilot, allowing you to generate code that strictly follows your design and even syncs changes back automatically. Take command of your development workflow and ensure your design and implementation finally stay perfectly in sync.
π @hackernewsgithubprojects
Stop AI from Guessing: Use OpenSPDD to Control Your Code
Are you tired of AI coding assistants hallucinating or writing code that ignores your requirements? Meet OpenSPDD, a powerful CLI tool that transforms your prompts into executable design contracts. Instead of leaving AI to improvise, it uses a seven-dimensional REASONS Canvas framework to define everything from domain entities to strict coding guardrails. This tool supports popular environments like Cursor and GitHub Copilot, allowing you to generate code that strictly follows your design and even syncs changes back automatically. Take command of your development workflow and ensure your design and implementation finally stay perfectly in sync.
π @hackernewsgithubprojects