extendr-bindings

extendr-bindings is a skill for Claude Code, Codex from Goldziher/ai-rulez. It costs 60 tokens per session (345 once invoked), scanned A, original, MIT.

A set of rules for connecting Rust code to R, a programming language widely used for statistics and data analysis. It covers type conversion, missing values, errors, package setup, and CRAN checks.

In plain words
What is it for?
Use it when creating or reviewing extendr bindings, scaffolding an R package around Rust code, documenting and testing it, and preparing it for CRAN.
Why use it?
It helps prevent incorrect handling of R objects and missing values, unsafe threaded work, and packages that fail R's standard checks.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it when creating or reviewing extendr bindings, scaffolding an R package around Rust code, documenting and testing it, and preparing it for CRAN.

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Install with agentmods
npx agentmods add skills/goldziher/ai-rulez/extendr-bindings
Install

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.

Any agent
npx skills add Goldziher/ai-rulez --skill extendr-bindings
Clone the repo
git clone --depth 1 https://github.com/Goldziher/ai-rulez

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for extendr-bindings

README.md
[![agentmods](https://agentmods.dev/badge/skills/goldziher/ai-rulez/extendr-bindings/github.svg)](https://agentmods.dev/skills/goldziher/ai-rulez/extendr-bindings)
Your own site
<a href="https://agentmods.dev/skills/goldziher/ai-rulez/extendr-bindings"><img src="https://agentmods.dev/badge/skills/goldziher/ai-rulez/extendr-bindings/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.

agentmods 80×15 button for extendr-bindings

Your own site · 80×15
<a href="https://agentmods.dev/skills/goldziher/ai-rulez/extendr-bindings"><img src="https://agentmods.dev/badge/skills/goldziher/ai-rulez/extendr-bindings.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 60 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 345 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00060 $0.00345
Opus 5 $0.00030 $0.00172
Sonnet 5 $0.00012 $0.00069
Haiku 4.5 $0.00006 $0.00034

Measured 11d ago against content hash 1193bae8f8cc, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

extendr-bindings 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 11d 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.

internal/builtins/bindings/extendr/skills/extendr-bindings/SKILL.md · 16 lines

What it actually says

  • Use extendr crate for Rust-R interop. #[extendr] macro on functions, extendr_module! for registration.
  • Type mapping: Robj for generic R objects, Doubles, Integers, Strings, List for typed access.
  • Return Result<T, extendr_api::Error> for R error propagation. Use .into() for Rust-to-R conversion.
  • NA handling: use Rfloat::na(), Rint::na() for missing values. Check with .is_na() before operations.
  • Build with rextendr::document() in R for development, cargo build --release for production.
  • Package integration: use usethis::use_extendr() for scaffolding. Maintain src/rust/ in R package.
  • Test R-side with testthat, Rust-side with standard #[test]. Use rextendr::test() for integration.
  • CRAN compliance: R CMD check --as-cran must pass. No compiler warnings. Vendor Rust dependencies.
  • Keep R wrapper functions thin — heavy computation in Rust, R provides user-facing API with roxygen2 docs.
  • Anti-patterns: ignoring NA values, allocating R objects in Rust threads, panics in #[extendr] functions.
Changes

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.

  1. 11d ago First seen · 16 lines · 60 tokens per session scan A 1193bae8f8cc

Subscribe to this mod's changes

extendr-bindings is a skill published in the GitHub repository Goldziher/ai-rulez (141 stars, last pushed 3d ago), licensed MIT. It adds 60 tokens to every session and 345 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 2026-08-30.

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