Kimi K2.7 Code Refactor Agent
A Python-based autonomous agent loop for multi-file refactoring powered by Kimi K2.7.
Model credit: Strong — The page is a technical guide specifically built around using the Kimi K2.7 Code model for agentic workflows, with code snippets using the model id 'kimi-k2.7-code'.
Page text explicitly states: 'On June 12, 2026, Moonshot AI shipped Kimi K2.7 Code... In this guide you will build a working agent from scratch: a Python loop that hands K2.7 Code a set of file-system tools'.Strong — The guide provides a complete, working implementation of a Python agent loop, including specific code for tool definitions and error handling, validated by a representative step-by-step trace of the model performing refactoring.
This project provides a robust, framework-free Python implementation of an agentic coding loop that allows Moonshot's Kimi K2.7 Code model to autonomously inspect, edit, and test code across multiple files. The guide demonstrates how to define JSON-based tools, implement a filesystem sandbox, and manage the request-response cycle to facilitate complex refactoring tasks.
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