kspec-triage-automation

Task readiness for automation is assessed by validating the presence of spec references and acceptance criteria. This structured triage workflow flags documentation gaps for remediation, ensuring tasks are fully prepared for automated agent work.

Automation eligibility triage is the process of evaluating engineering tasks to ensure specs and acceptance criteria align with automation goals. You need it when planning AI-assisted workflows to promote reliable automation adoption and prevent execution failures.

You can run automated triage sessions to perform batch and individual task assessment. This evaluates each task's automation eligibility, validates required documentation, and flags gaps so you can prioritize fully prepared work.

Automated task execution fails without specs and acceptance criteria because agents lack clear boundaries and validation targets. Triage automation identifies these missing documentation elements and enforces clear criteria to enable reliable automated work.

Yes, the triage framework explicitly supports AI-assisted workflows and engineering task planning. It evaluates task readiness by enforcing clear documentation and spec coverage, ensuring tasks meet the structured criteria required for automated pipelines.