lab-diagnose

Automate webnovel quality assurance using a 3-Phase Producer-Reviewer pattern that evaluates episodes against 12 narrative axes and 4 domain-specific criteria to detect plot holes and character inconsistencies.

The 12-axis diagnostic evaluates completed webnovel episodes across 12 narrative axes and 4 domain-specific criteria to ensure structural and thematic integrity, automatically checking for factual errors and plot holes.

Set up an automated correction loop by integrating axis-checker, text-executor, and text-reviewer agents that diagnose, revise, and verify webnovel content until it meets defined quality thresholds.

Automated narrative diagnostics apply directly to long-form creative writing pipelines, addressing quality degradation by enforcing consistent character arcs, plot integrity, and factual accuracy without manual intervention.

The webnovel diagnostic loop requires integration with axis-checker, text-executor, and text-reviewer agents to enforce narrative standards and execute the self-correcting revision cycle.

Avoid using automated self-correcting loops when your webnovel pipeline lacks the required axis-checker, text-executor, and text-reviewer agents, as the verification process depends on them to enforce narrative standards.