R Observatory: Metrics for LLMRagent version 0.8.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

LLMRagent

0.8.1Package record

Reproducible Language-Model Agents for Research

0packages depend

781downloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Ali SanaeiCRAN page ↗GitHub ↗Website ↗Issues ↗

Large language model agents as governed research instruments, built on 'LLMR'. The package supports designed conversations and factorial experiments with declared tools and budgets. Each run produces an inspectable record that can be archived and checked.

Changes in 0.8.1

Fixed archive privacy, pre-execution tool guardrails, per-round budgets, and governed-tool limits; kept only the supported user functions.
Retrieval-memory embedding operations now pass the agent's budget and are recorded in the trace as embed events; the model call is re-gated after any accounted work earlier in the same turn.
save_agent() refuses a config carrying a literal API key instead of warning and writing the key to disk.
The Agent R6 generator is internal; construct agents with agent().

From NEWS.md in the release

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("LLMRagent", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("asanaei/LLMRagent")

Development version from asanaei/LLMRagent. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-llmragent

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-LLMRagent

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-LLMRagent

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 4.3 min · r-oldrel-macos-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK7 OK2026-07-22

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.8.1

READMEYes · 924 wordsVignettesYes · 8 · evaluation depends on the environmentNEWSYes · 100% structured · mentions 0.8.1Citation fileNoWebsiteYes · pkgdown

Help pages: 53 (3 internal)includes a package overview page
Examples that run: 29%8 run in a plain check · 20 never run
Exported functions with examples: 57%
Documented parameters: 93%
Return-value docs: 98%
Help pages citing references: 0%

Vignettes (8)

How these are measured

Downloads

781

CRAN downloads in the past year

Rank #15,384 · ~2/day · ~65/mo

Releases R versions

Daily download trend is not available in this view yet.

24530 days

78190 days

7811 year

Compare downloads with other packages →

Also on16 r2u9 autocran

How downloads are counted

Repository

asanaei/llmragent ↗Account: asanaei

0Stars

0Forks

0Open issues

0Open PRs

0Releases

Last activity 2026-07-25

Responsiveness

not measured

How these are measured

PracticesBeta

7 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/asanaei/llmragent on 2026-10-11.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (3)

pkgdown

GitHub Pages site last deployed 2026-07-25 · The repository has a site deploy workflow

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

18 external dependencies (excludes base and recommended)

Installing LLMRagent adds 38 packages (23 with compiled code, 23 MB of source tarballs). Heaviest: stringi 11 MB, openssl 1.1 MB, jsonlite 1.0 MB.

Depends (1)

R >= 4.2

Imports (9)

LLMR R6 tibble rlang cli digest jsonlite httr2utils

LinkingTo (0)

none

Suggests (10)

testthat knitr rmarkdown future future.apply dplyr withr callr jsonvalidate htmltools

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (1)

Ali Sanaei

Author, Maintainer since 0.8.0 (2026)

Releases (2)

Pick two releases to compare their code metrics.

0.8.1Latest
record
2026-07-27 · current release · diff ↗ ·
removed 13 exports
Agent, agent_calibrate, agent_population, as_llmrcontent_validation, attach_calibration, collect_measures, contamination_report, exposure_matrix, hash_workflow, sandbox_tool, society, step_interaction, think_harder

added 1 export
agent_fanout_synthesis
0.8.0
record
2026-07-21
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-07-21
Total releases: 2 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.2
Download size: 364 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("LLMRagent")

Format

Sanaei, A. (2026). LLMRagent: Reproducible Language-Model Agents for Research (Version 0.8.1) [Computer software]. https://doi.org/10.32614/CRAN.package.LLMRagent

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for LLMRagent version 0.8.1 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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