radin-stats git:20261104.616b04aA

Immutable. This exact content never changes and is served at /api/v1/blob/3f4f013e8895d4e8.

---
name: radin-stats
description: |
  Use for /radin-stats. Shows the stats or 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 four without probing. A source that is not installed fails visibly;
that failure is the skip, so do not retry it.

- **`@@skill:caveman-stats@@`** -- measured: real per-session token usage and
  savings, read from the session log itself.
- **`@@skill:ponytail-gain@@`** -- benchmark: ponytail's published scoreboard.
  Not this session, and not this repo.
- **`@@skill:ponytail-debt@@`** -- measured: ponytail's per-repo ledger of
  deferred shortcuts, if the repo has one.
- **`radin stats`** -- measured: skill, slash-command and sub-agent use on this device, per vendor, plus each radin repo's journal totals. Read from Claude Code transcripts, so it covers every companion. It also prints `rtk gain` and `caveman-stats.js --all`.

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