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 | $0.00056 | $0.00493 |
| Opus 5 | $0.00028 | $0.00246 |
| Sonnet 5 | $0.00011 | $0.00099 |
| Haiku 4.5 | $0.00006 | $0.00049 |
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 today.
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 installed tool's own stats or gain command, back to back. Do not compute a merged total: the numbers use incompatible units -- real per-session tokens, static benchmark medians, and a counted per-repo ledger. A sum would misrepresent all three. Display each output as-is.
Step 1: Invoke each available source
Run whichever sources are installed, checking with command -v or a skill
lookup. Skip a missing source without printing anything, and never treat it
as an error.
/caveman:caveman-stats-- real per-session token usage and savings, read from the session log itself./ponytail:ponytail-gain-- ponytail's published benchmark scoreboard (medians across 5 tasks, 3 models). Not this session, and not this repo./ponytail:ponytail-debt-- ponytail's real per-repo ledger of deferred shortcuts, if the repo has one.rtk gain-- rtk's real token-savings ledger (command -v rtk; pass-pto scope it to the current project).
Any other installed tool with its own stats or gain command belongs in
this list too. Add it here rather than building a separate skill.
If a source finds nothing to report, treat that as a normal empty result: one quick check, then move on. Do not keep searching for entries that are not there. This output is informative only, so it does not need to be exact.
Step 2: Display, don't merge
Print each tool's output under its own heading, in the order above. Label which numbers are really measured (caveman-stats, ponytail-debt, rtk gain) and which come from a fixed benchmark (ponytail-gain), so the user does not mistake one for the other. Print no combined total row.
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.
- today Changed · +15 lines cf40a194d212
- 9d ago First seen · 28 lines · 56 tokens per session scan A d170f8b536fb
radin-stats is a skill published in the GitHub repository shortcuts/radin (5 stars, last pushed today), licensed MIT. It adds 56 tokens to every session and 493 once invoked, about $0.0003 per session on Opus 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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