radin-stats git:20261015.c53539cA

Immutable. This exact content never changes and is served at /api/v1/blob/cd780d02d2b01419.

---
name: radin-stats
description: |
  Show the stats/gain output of every companion tool that ships one, side by
  side.
disable-model-invocation: true
---
# Stats Roundup

Print each tool's own stats or gain command, back to back. Compute no merged
total: the units differ (per-session tokens, benchmark medians, a per-repo
ledger). Display each output as-is.

## Run every source

Run all five without probing. A source that is not installed fails visibly;
that failure is the skip, so do not retry it.

- **`/caveman:caveman-stats`** -- measured: real per-session token usage and
  savings, read from the session log itself.
- **`/ponytail:ponytail-gain`** -- benchmark: ponytail's published scoreboard.
  Not this session, and not this repo.
- **`/ponytail:ponytail-debt`** -- measured: ponytail's per-repo ledger of
  deferred shortcuts, if the repo has one.
- **`rtk gain`** -- measured: rtk's token-savings ledger (pass `-p` to scope it
  to the current project).
- **`headroom savings`** -- measured: headroom's compression ledger. "No
  savings recorded yet" is a normal empty result: nothing has been routed
  through its proxy or MCP tool.

**Reply:** each source's output as-is, in the order listed, with no merged total.