Show HN: Knowledge graph skill for Claude/Kimi Code (org-edge.com)

SysEdge has introduced a novel skill for Claude and Kimi Code that enhances code review by leveraging a knowledge graph to identify specification and testing gaps before code deployment. The tool addresses critical flaws in software development, such as unrecorded requirements and untested features, which often lead to defects. By querying a graph that outlines system specifications and their verifications, SysEdge has demonstrated a 71% reduction in orientation tokens in a real-world scenario, streamlining the code review process and improving efficiency. This innovation is significant for the AI/ML community because it promotes enhanced traceability and quality control in software development. Unlike traditional tools that focus on memory or code indexing, SysEdge specifically targets the lack of visibility around unaddressed architectural standards and requirements that can cause defects. Its capabilities were evidenced in a test against the open-source Formbricks project, revealing critical flaws such as missing tests and unrecorded architecture decisions. With a free command-line interface (CLI) and an optional Bootstrap Kit, SysEdge enables developers to automate quality reviews and improve their coding practices effectively, marking a shift toward more intelligent, graph-driven software development methodologies.