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dark-matter-analyzerlisted

Analyze repositories to reveal unseen patterns, strategic drift, and organizational health. Use when assessing repository coherence, diagnosing project issues, identifying documentation inflation, or understanding why a codebase feels misaligned with its stated goals.
ibossyNr1/aaas-vault · ★ 12 · AI & Automation · score 70
Install: claude install-skill ibossyNr1/aaas-vault
# Dark Matter Analyzer ## Purpose Dark Matter Mode reveals what is **unseen, unsaid, and unmeasured** in repositories and codebases. It goes beyond code quality metrics to illuminate the invisible architectures shaping system behavior — identifying strategic drift, documentation inflation, execution gaps, and organizational health patterns that traditional tools miss. > "Every repo is a psyche made visible." This skill helps diagnose **why** a repository feels off, not just **what** is wrong technically. ## When to Use This Skill - Repository feels misaligned but traditional metrics look fine - Documentation is extensive but team still feels confused - Stated goals don't match actual work being done - Need to understand organizational patterns in codebase structure - Project velocity is high but coherence feels low - Planning significantly outpaces execution - Multiple overlapping documents on same topics - Need to assess "Repository Coherence Index" (RCI) - Preparing for major refactor or reorganization - **When NOT to use:** Simple bug fixes, feature additions, or standard code reviews ## Core Methodology ### Step 1: Sensing — Signal Ingest **Objective:** Capture ambient signals and metadata from the repository **Actions:** 1. **Scan code signals:** commit patterns, refactor frequency, lint suppressions, TODO/FIXME markers 2. **Scan documentation signals:** README drift, redundant .md files, doc count vs code ratio 3. **Scan temporal signals:** time lag between d