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Will Luck edited this page Mar 31, 2026
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A live wallboard that shows how much your Claude Code token-saving tools are actually saving.

| Tool | What it does | Data source |
|---|---|---|
| RTK | Rewrites CLI commands to strip noise before they hit context | SQLite DB |
| Headroom | Compresses large tool outputs via a local proxy | HTTP /stats endpoint |
| jCodeMunch | Indexes repos for symbol-level code lookups | Filesystem stats |
| jDocMunch | Indexes docs for section-level retrieval | Filesystem stats |
You don't need all of them. Missing tools just show dashes.
- Per-tool cards with savings totals, versions, sparklines, and tool-specific stats
- Stats ticker with weekly savings, daily burn rate, Claude usage (5-hour, weekly, Sonnet), and reset countdown
- Live activity feed showing the last 20 operations across all tools
- Combined total across everything
- Setup Guide -- step by step, local or Docker
- Configuration -- every environment variable
- How It Works -- architecture and data flow
- Claude Usage Stats -- how the usage ticker works
- Security -- secret redaction in the activity feed
- Troubleshooting -- common issues and fixes