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Verify the distribution Python embedding library during approved Linux Hopper setup, conditionally repair the matching Ubuntu dependency, and confirm that the library loads. Share fresh bounded observations with doctor, preserve unknown configuration and caller cancellation, and join probe exit through the existing process supervisor. Validate clean Ubuntu installation, normal-user real Hopper CLI/MCP workflows, independent ELF/SQLite oracles, cancellation and cleanup regressions, 154 focused checks and all 40 current-head CI checks. Preserve measured artifact identity, failed attempts and local host-memory guard limitations. Closes #5015. Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>