pa-arth

Local-first CLI that audits Claude Code transcripts for spend by model, avoidable context-carry waste, always-on config cost, and AI-fluency signals. Runs fully offline by default; opt-in tiers gate any egress.

The open AI-fluency rubric Promptster grades against — 4 dimensions, behavioral anchors, tiers, and the research each is grounded in.