Autonomous Debugging And Error Recovery

via “crash recovery and error resilience”

Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.

Unique: Implements automatic rollback on failure with detailed error logging, enabling long-running iteration loops to recover from transient failures without halting. Error logs include full context (iteration number, command output, stack trace), enabling users to debug failures and adjust verification commands.

vs others: Provides automatic crash recovery with detailed diagnostics, whereas most agentic systems halt on failure or require manual intervention to recover.