Dark Matter Analyzer

Repository coherence analysis surfaces hidden patterns between stated strategy and actual code work. Dark Matter Analyzer calculates a Repository Coherence Index (0-100) and identifies strategic drift, documentation inflation, and execution gaps that traditional metrics miss, revealing why organizational misalignment occurs.

Yes. Pattern detection across code, documentation, temporal signals, and environment reveals when documentation over-planning masks actual progress gaps or when team direction has drifted from stated objectives. The Skill maps these patterns to actionable insights and prioritizes them by urgency.

The Repository Coherence Index is a 0-100 health score that synthesizes pattern detection, documentation alignment, and organizational signals. It quantifies overall codebase health and surfaces execution gaps, governance misalignment, and untracked strategic divergence for both small and large repositories.

Pattern clustering analysis maps code organization against stated governance rules and organizational structure. During refactors or organizational changes, the Skill detects when actual patterns deviate from intended architecture, flagging misalignment as actionable recommendations sorted by priority.

Yes. The Skill applies to repositories at any scale, analyzing pattern clusters, documentation patterns, and organizational signals. It surfaces coherence gaps and strategic misalignment regardless of codebase size, making it suitable for teams ranging from small projects to large enterprise systems.

Analysis routes across code patterns, documentation content, temporal history, and environment context to detect coherence gaps. The Skill produces human-readable narratives and standardized outputs, routing actions by urgency and delivering structured recommendations for addressing detected misalignment.