Code Reading Coach: An Interactive Guide to Reading the Open-Source Code Corresponding to a Paper

dsh-code-reading-coach is a preset Agent plugin built on DeepSeek Harness, aimed at structuring the code-reading process. It uses a “Five-Stage Code-Reading Method” to guide users from entry level to advanced proficiency by anchoring claims, scanning the code terrain, locating entry points, mapping core logic, and performing closed-loop verification. The plugin supports repository adaptation, three-level depth toggling, Feynman checks, and explicit contradiction marking, and it helps consolidate notes. Users can launch it by specifying a paper or repository name. It is available under the MIT license and is suitable for systematically reading code in AI or software papers.