task:adjuster

Task failure analysis identifies the root cause of errors during workflow automation. It examines loop command step failures and repetitive errors to determine why a task fails, enabling targeted recovery actions rather than blind retries.

To detect error stagnation when the same task failure repeats, this Skill monitors task execution for repetitive errors. Recognizing repeated failures stops unproductive retry loops and triggers progressive failure escalation strategies for effective task recovery.

The best way to apply failure escalation in a coding loop is to use adaptive strategies that progressively shift from retrying with adjustments to debugging, replanning, or requesting user input. This matches the intervention level to the persistence of the error.

You should escalate to replanning when repetitive error detection confirms stagnation and minor retry adjustments fail. If root cause analysis indicates the fundamental approach is flawed, escalating to replanning provides a more viable task recovery path.

Yes, actionable adjustment reporting traces root causes for loop command step failures. The report details the failure analysis and the chosen escalation strategy, providing clear documentation for why a specific recovery action was applied.