ln-612-semantic-content-auditor

To check document alignment with project goals, you can audit the semantic content against defined requirements to verify scope coverage, detect off-topic material, and enforce a single source of truth. This generates a report with a scope_alignment score.

Semantic content auditing for documentation is the process of analyzing text to ensure it adheres to the project's defined scope. It checks for necessary topic coverage, flags off-topic deviations, and enforces consistency against a single source of truth.

To detect off-topic content in project documentation, you audit the document's semantic content against stated project goals. This process identifies and flags information that deviates from the defined scope, generating a detailed report of the findings.

Yes, you can verify documentation coverage by running a semantic content audit against your project's stated scope. This checks that all necessary topics are covered while ensuring consistency and avoiding redundant information across a single source of truth.

Yes, the content audit generates a file-based report detailing the scope_alignment score and specific findings. This report documents coverage gaps, off-topic content, and single source of truth inconsistencies identified during the semantic analysis.

You should run a scope alignment audit on feature specifications before merging new documentation. Auditing the semantic content against the project requirements document ensures the new feature documentation is on-topic, complete, and aligned with project goals.