{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Machine Learning Tech Brief By HackerNoon","title":"My 2-Cents to improve Opus Plans","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/ac17b734\"></iframe>","width":"100%","height":180,"duration":325,"description":"\n        This story was originally published on HackerNoon at: https://hackernoon.com/my-2-cents-to-improve-opus-plans.\n             A Python CLI that adds an external Kimi K2.5 review step to Claude Code plans, with a hook to make it mandatory. Real bugs caught for a few cents per review.  \n            Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.\n            You can also check exclusive content about #ai, #claude-code, #kimi-k25, #claude-opus-4.5, #code-review, #claude-code-plan-mode, #opus-plans, #improve-opus-plans,  and more.\n            \n            \n            This story was written by: @thomashoussin. Learn more about this writer by checking @thomashoussin's about page,\n            and for more stories, please visit hackernoon.com.\n            \n                \n                \n                A cheap external reviewer for Claude Code plans. A Python CLI sends your plan to Kimi K2.5 for critique before implementation, and a Claude Code hook makes the review mandatory. A few cents per review, real bugs caught.\n        \n        ","thumbnail_url":"https://img.transistorcdn.com/KyA01h2FD2insgk-wX_xzV6vbJnTNl2BvPYVL-XaI9A/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9zaG93/LzQxMjcyLzE2ODM1/ODI0ODgtYXJ0d29y/ay5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}