Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add shortcuts/radin --skill radin-statsgit clone --depth 1 https://github.com/shortcuts/radinWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/shortcuts/radin/radin-stats)<a href="https://agentmods.dev/skills/shortcuts/radin/radin-stats"><img src="https://agentmods.dev/badge/skills/shortcuts/radin/radin-stats/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/shortcuts/radin/radin-stats"><img src="https://agentmods.dev/badge/skills/shortcuts/radin/radin-stats.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00024 | $0.00314 |
| Opus 5.5 | $0.00010 | $0.00126 |
| Sonnet 5.5 | $0.00005 | $0.00063 |
| Haiku 4.5 | $0.00002 | $0.00031 |
Grade A, and why
radin-stats scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually 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.
/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.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 printsrtk gainandcaveman-stats.js --all.
Reply: each source's output as-is, in the order listed, with no merged total.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 6d ago Changed · -1 lines f70e846908b5
- 8d ago Changed · -5 lines 4a853dcf3552
- 10d ago Changed · +3 lines 07cc74845a7c
- 15d ago Changed 92570a5b078e
- 27d ago Changed · -32 tokens per session 7f5cf2badb44
- 1mo ago Changed · -16 lines d3dfb62b134e
- 1mo ago Changed · +4 lines 50fbc4d433f5
- 1mo ago Changed · +15 lines cf40a194d212
- 1mo ago First seen · 28 lines · 56 tokens per session scan A d170f8b536fb
radin-stats is a skill published in the GitHub repository shortcuts/radin (6 stars, last pushed yesterday), licensed MIT. It adds 24 tokens to every session and 314 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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