state-snapshot-instrumenter

The skill presents a cohesive and coherent toolchain for instrumenting multi-language code to emit structured runtime snapshots for debugging, test reproduction, and formal verification. The data flows are clearly limited to local instrumentation, instrumented runtimes, and local JSON snapshot analysis. There are no evident unsafe network transfers, credential handling, or execution of unverified external binaries. Given the stated purpose and the described workflow, the footprint is benign and proportionate, though practitioners should enforce access controls to prevent leaking sensitive runtime data and consider sandboxing when instrumenting production code.