light-consistency

What problem does it solve?

Unified style and consistency maintenance across manuscripts, PPTs, charts, code, and project docs; prevents drift in terminology, metrics, and phrasing by enforcing a single source of truth and background checks.

Core Features & Use Cases

• Background, continuous consistency checks across all materials to ensure standard terminology, symbols, and design language are used.
• Automated audit of cross-material coherence including terminology substitutions, metric name/value alignment, and coverage gaps using a central glossary (SSOT).
• Use Case: a research team runs scans over papers, slides, and reports to ensure the same innovation points and metrics are described identically in every artifact.

Quick Start

Run the consistency_audit.py script against your project materials to detect terminology substitutions, metric mismatches, and coverage gaps and then apply the recommended fixes.