auto-self-improve

Issue-only Auto-Office bug observer. Use when explicitly invoked, when Auto-Office encounters its own runtime/skill/adapter/hook bug, and on EVERY office land or office close attempt (successful, failed, or refused). Activate with office self-improve; capture the entire run, including subagents and prior evidence. Delegate bounded, read-only investigation to a cheaper model, deduplicate, and file sanitized GitHub issues in Hikari9/auto-office. Never fix bugs, edit source, commit, open a PR, or close issues.