Sift reads your Claude Code session logs and shows you exactly where your time and money went — which sessions stalled in failure loops, what got retried, and how much each run actually cost. It turns raw transcripts into a plain-English Overview dashboard, per-session reports you can share as PNG or markdown, and concrete suggestions for tightening your workflow. Built for developers who live in Claude Code and want to stop guessing why a session ran long or burned tokens. A live mode surfaces recently active sessions in real time over a configurable 24-hour window, while theme presets (dark, light, and colorblind-safe) and clear cost breakdowns keep everything readable at a glance. It's a native, notarized macOS app — no account, no cloud, just point it at your sessions and see the truth. If you ship with Claude Code, Sift pays for itself the first time it catches a wasted run.