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A field guide to the seven intelligence pillars

The Impact Team·August 20, 2026

The Overall score blends seven pillars. Here's what each is really measuring.

  • Code Quality — complexity, maintainability, duplication, docs. Low = hard to change safely.
  • Security — real vulnerabilities (deep Semgrep, always on) plus dependency CVEs. Low = exposure.
  • Architecture — coupling, cycles, layering. Low = changes ripple unpredictably.
  • Temporal — churn and stability over time. Low = thrash.
  • Business Value — how much of the code is doing load-bearing work.
  • Human — ownership concentration and bus-factor. Low = knowledge risk.
  • Ecosystem — dependency health and license posture.

A repo that's an A on Code Quality and a D on Human isn't a great repo — it's a fragile one with a single point of failure. The blend is the point.

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A field guide to the seven intelligence pillars