Developers adopt testing frameworks as Claude Code skills break across model version changes

Developers are building testing infrastructure such as Caliper (pass@k reliability testing) because Claude Code skills silently fail when new model versions release without standard evaluation methods. The problem stems from publishing skills without established testing standards, leaving developers unable to detect regressions until users encounter failures.