audit-process

To automate a workflow audit, this skill orchestrates parallel agents to identify and map automation assets like hooks, scripts, and CI configurations. It evaluates the effectiveness of each stage and outputs structured findings.

Evaluating automation pipeline quality with parallel agents involves a 7-stage audit workflow covering 16 automation types. This process assesses and validates tasks to surface pipeline gaps and generate actionable items.

Exporting automation audit findings to TDMS JSONL format happens automatically during the multi-stage evaluation. The coordinated agents produce structured, stage-by-stage findings per the TDMS format and save them to the audit directory.

Yes, this audit framework updates the MASTER_DEBT log automatically. After evaluating the performance of each automation stage and consolidating the findings, it adjusts the technical debt records accordingly.

Yes, the skill assesses hooks and CI configurations without manual inspection by coordinating parallel agents. This automation accelerates insights across 12 categories and reduces the manual effort needed to validate tasks.

You should run a multi-stage automation audit when implementing a new automation pipeline or performing a quality gate check. It surfaces existing gaps, validates effectiveness, and generates structured outputs for TDMS intake.