context_doctor

Get the glyph set for the current charset mode.

Estimate tokens using the same four-characters-per-token rule as whip.

Approximate the memory fragment after middleware strips HTML comments.

Format skills locations matching SkillsMiddleware display.

Approximate the progressive-disclosure skill index sent to the model.

Build a fresh-session audit and reconcile it with live usage when available.

Render a plain-text report.

Extended skill metadata for CLI display, adds source tracking.

A single tool's display metadata.

One component in the context audit.

Structured context audit ready for presentation.