capability-evolver

Analyze execution traces to categorize recurring failure modes and pinpoint process inefficiencies. Reviewing agent logs isolates repeated timeout or tool-selection issues causing performance regressions, enabling systematic root-cause identification for durable workflow fixes.

Recommend prompt, configuration, or workflow updates based on root-cause analysis to reduce repeat mistakes. Measuring iteration tracking across subsequent runs ensures that applied process optimization changes actually improve agent reliability and reduce failures.

Yes, iteration tracking measures whether recommended configuration or prompt updates actually improve reliability across subsequent runs. Comparing execution traces before and after the fix verifies that performance regressions and recurring errors have been systematically resolved.

Root-cause analysis applies to complex agent tool-selection failures by reviewing execution logs to isolate the trigger. Categorizing these recurring errors allows you to propose specific configuration or prompt updates that prevent the workflow inefficiency from repeating.

Execution trace analysis is needed when a team notices the same timeout or tool-selection issues across multiple sessions. It isolates root causes from recurring errors, providing the data required to apply durable workflow improvements and configuration updates.