Enables AI coding agents to query local AST, git-history, co-change, invariant, and failed-attempt memory over MCP so they can avoid repeating failed edits and preserve load-bearing code.
Enables AI assistants to query desktop activity as a cross-app causal graph, trace why a file was edited or an error occurred, and retrieve semantically similar screen states without storing screenshots.