This tool identifies inefficient ghost tokens in LLM context windows and optimizes their usage to reduce costs and improve response quality. It provides a live dashboard tracking tokens, costs, and conversation turns per session. The plugin integrates with Claude Code, OpenClaw, and Codex, surviving agent compaction events by checkpointing and restoring its state.