radin-stats SKILL.md skillA

radin-stats from shortcuts/radin is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add shortcuts/radin/radin-stats@git:20261104.616b04a

Pins git:20261104.616b04a in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
shortcuts/radin
Path
skills/radin-stats/SKILL.md
Versions recorded
18
Latest version
git:20261104.616b04a, committed Nov 4, 2026
First version recorded
Jul 31, 2026
Size
1,235 bytes
Repository stars
7
License
MIT

Use for /radin-stats. Shows the stats or gain output of every companion tool that ships one, side by side.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# 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.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add shortcuts/radin/radin-stats@sha256:3f4f013e8895d4e8

The line at the top of this page pins the label git:20261104.616b04a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_yhf4mbbk6urhqlqn.svg)](https://markdownregistry.com/a/art_yhf4mbbk6urhqlqn)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 18 versions of this file, between Jul 31, 2026 and Nov 4, 2026, about one every 6 days.

versioncommittedcommitsizeaudit
git:20261104.616b04a latest2026-11-04 616b04a 1,235 BA view · diff
git:20261025.eea59fe2026-10-25 eea59fe 1,234 BA view · diff
git:20261017.fa6106d2026-10-17 fa6106d 1,208 BA view · diff
git:20261017.0cd2d082026-10-17 0cd2d08 1,259 BA view · diff
git:20261016.2e85aec2026-10-16 2e85aec 1,055 BA view · diff
git:20261016.f85e11a2026-10-16 f85e11a 1,235 BA view · diff
git:20261015.c53539c2026-10-15 c53539c 1,235 BA view · diff
git:20261013.12befae2026-10-13 12befae 1,419 BA view · diff
git:20261008.b5aef4f2026-10-08 b5aef4f 1,275 BA view · diff
git:20260926.e8687c22026-09-26 e8687c2 1,310 BA view · diff
git:20260916.a8ec1452026-09-16 a8ec145 1,398 BA view · diff
git:20260916.6dd92432026-09-16 6dd9243 1,796 BA view · diff
git:20260913.33923932026-09-13 3392393 2,149 BA view · diff
git:20260908.06cbdd42026-09-08 06cbdd4 1,932 BA view · diff
git:20260908.f2c8d692026-09-08 f2c8d69 1,906 BA view · diff
git:20260817.fb9b6cb2026-08-17 fb9b6cb 1,668 BA view · diff
git:20260804.3d3d7ff2026-08-04 3d3d7ff 2,070 BA view · diff
git:20260731.eb742482026-07-31 eb74248 2,069 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1235 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

shortcuts/radin · 7 stars · license MIT · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_yhf4mbbk6urhqlqn
GET https://markdownregistry.com/api/v1/resolve?ref=shortcuts/radin/radin-stats
GET https://markdownregistry.com/api/v1/blob/3f4f013e8895d4e8a3258346616085cc374cc5bde80b60d2f4b344f1975b8f81

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in shortcuts/radin

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