pipeline-auditor

Run a pipeline auditor script on your workspace to perform deterministic checks for placeholder leakage, citation health, outline alignment, and stylistic anti-patterns. It generates a PASS/FAIL report guiding you on specific issues like missing citations or leaked placeholders that need fixing in preceding stages.

Regression testing for survey pipeline drafts is an automated quality assurance step that catches unintended changes by verifying citation health, section coverage, placeholder integrity, and template repetition. It ensures your document meets predefined quality standards before final delivery stages.

Yes, you can check for placeholder leakage and missing citations by running an auditor script that performs deterministic quality checks on your draft document. It verifies citation health and placeholder integrity, generating a PASS/FAIL report that pinpoints specific issues to fix.

Yes, the pipeline auditor is specifically designed to audit and perform regression checks on evidence-first survey pipeline drafts. It verifies citation health, section coverage, placeholder integrity, and template repetition to ensure document quality before final delivery stages.

Your draft fails quality checks when issues like missing citations, leaked placeholders, outline misalignment, or stylistic anti-patterns are detected. An auditor script generates a PASS/FAIL report that guides you on which specific issues need fixing in the preceding writing stages.

Automated draft quality auditing performs deterministic checks for placeholder leakage, citation health, outline alignment, and template repetition, but does not evaluate subjective writing quality or content accuracy. It functions as a regression testing step to catch structural errors before final delivery stages.