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Project overview

techdebt_sherpa

Technical-debt observability built around explainable metrics, change history and test signals.

Context

A published Dart and Flutter CLI for debt observability and hotspot analysis.

Problem

Technical debt is difficult to act on when a score hides the signals behind it or ignores how often and how safely a file changes.

Approach

Analyzer-derived metrics, Git churn, file size, maintainability and test-coverage signals are combined into explainable per-file and directory views.

Implementation

The tool produces debt, risk, evolvability and hotspot views, then preserves them through snapshots, trends and report diffs. Optional dep_sherpa findings connect dependency platform risk without merging the tools’ responsibilities.

Technical highlights

  • Explainable debt and hotspot scoring
  • Git churn and test signals
  • Snapshots, trends and report diffs
  • JSON, Markdown and golden-output tests