[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-72779":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":9,"language":10,"languages":9,"totalLinesOfCode":9,"stars":11,"forks":12,"watchers":13,"openIssues":14,"contributorsCount":15,"subscribersCount":15,"size":15,"stars1d":15,"stars7d":16,"stars30d":16,"stars90d":15,"forks30d":15,"starsTrendScore":15,"compositeScore":17,"rankGlobal":9,"rankLanguage":9,"license":18,"archived":19,"fork":19,"defaultBranch":20,"hasWiki":21,"hasPages":19,"topics":22,"createdAt":9,"pushedAt":9,"updatedAt":23,"readmeContent":24,"aiSummary":25,"trendingCount":15,"starSnapshotCount":15,"syncStatus":16,"lastSyncTime":26,"discoverSource":27},72779,"Chain-of-Recursive-Thoughts","PhialsBasement\u002FChain-of-Recursive-Thoughts","PhialsBasement","I made my AI think harder by making it argue with itself repeatedly. It works stupidly well.",null,"JavaScript",2324,126,16,1,0,2,28.31,"MIT License",false,"main",true,[],"2026-06-12 02:03:07","# CoRT (Chain of Recursive Thoughts) 🧠🔄\n\n## TL;DR: I made my AI think harder by making it argue with itself repeatedly. It works stupidly well.\n\n### What is this?\nCoRT makes AI models recursively think about their responses, generate alternatives, and pick the best one. It's like giving the AI the ability to doubt itself and try again... and again... and again.\n\n### Does it actually work?\nYES. I tested it with Mistral 3.1 24B and it went from \"meh\" to \"holy crap\", especially for such a small model, at programming tasks.\n\n\n## How it works\n1. AI generates initial response\n2. AI decides how many \"thinking rounds\" it needs\n3. For each round:\n   - Generates 3 alternative responses\n   - Evaluates all responses\n   - Picks the best one\n4. Final response is the survivor of this AI battle royale\n\n\n## How to use the Web UI(still early dev)\n1. Open start_recthink.bat\n2. wait for a bit as it installs dependencies\n3. profit??\n\nIf running on linux:\n```\npip install -r requirements.txt\ncd frontend && npm install\ncd ..\npython .\u002Frecthink_web.py\n```\n\n(open a new shell)\n\n```\ncd frontend\nnpm start\n```\n\n\n## Examples\n\n\nMistral 3.1 24B + CoRT\n![rec](https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Facbcf1f9-4715-4d2c-a31c-38b349602380)\n\nMistral 3.1 24B non CoRT\n![non-rec](https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002F9c4f6af9-0a8f-4c62-920c-f272fce225c1)\n\n\n## Try it yourself\n```python\npip install -r requirements.txt\nexport OPENROUTER_API_KEY=\"your-key-here\"\npython recursive-thinking-ai.py\n```\n\n### The Secret Sauce\nThe magic is in:\n\n - Self-evaluation\n - Competitive alternative generation\n - Iterative refinement\n - Dynamic thinking depth\n\n\n\n## Star History(THANK YOU SO MUCH)\n\n\u003Ca href=\"https:\u002F\u002Fwww.star-history.com\u002F#PhialsBasement\u002FChain-of-Recursive-Thoughts&Timeline\">\n \u003Cpicture>\n   \u003Csource media=\"(prefers-color-scheme: dark)\" srcset=\"https:\u002F\u002Fapi.star-history.com\u002Fsvg?repos=PhialsBasement\u002FChain-of-Recursive-Thoughts&type=Timeline&theme=dark\" \u002F>\n   \u003Csource media=\"(prefers-color-scheme: light)\" srcset=\"https:\u002F\u002Fapi.star-history.com\u002Fsvg?repos=PhialsBasement\u002FChain-of-Recursive-Thoughts&type=Timeline\" \u002F>\n   \u003Cimg alt=\"Star History Chart\" src=\"https:\u002F\u002Fapi.star-history.com\u002Fsvg?repos=PhialsBasement\u002FChain-of-Recursive-Thoughts&type=Timeline\" \u002F>\n \u003C\u002Fpicture>\n\u003C\u002Fa>\n\n\n\n### Contributing\nFound a way to make it even better? PR's welcome!\n\n### License\nMIT - Go wild with it\n","Chain-of-Recursive-Thoughts 项目通过让AI反复自我辩论来提升其思考深度和响应质量。该项目的核心功能包括自评估、竞争性替代方案生成以及迭代优化，使得AI能够根据需要进行多轮思考，每轮产生多个备选答案并从中选择最优解。技术上，它基于JavaScript实现，并且已经展示了在编程任务中显著提升小型AI模型（如Mistral 3.1 24B）性能的能力。适用于需要高质量文本生成或复杂问题解决的场景，尤其是在希望增强现有AI系统表现的情况下。此外，项目提供了简单的Web UI以方便用户测试与使用。","2026-06-11 03:43:35","high_star"]