Analyze an error or failed operation, record it in bounded session state, and recommend safe next actions.

Return a concise, structured recovery nudge that emphasizes reassessment, minimal checks, and changed approaches.

Reduce a complicated task to a short, prioritized sequence of concrete, verifiable next actions.

Retrieve a compact, relevant summary of failures, attempts, facts, successes, and unresolved issues from this session.

Record a bounded retry with its specific change and result. Blocks unchanged or exhausted retry loops.

Combine diagnosis, focus, stimulation, and retry guidance into a concise recovery plan without executing commands.