Package: commons 0.1.1.9000

Simon Couch

commons: AI Agents for Data Analysis

Implements trustworthy large language model agents. Connect raw data sources, a pool of trusted calculations, and a searchable context layer that demonstrates how to interpret them. Then, deploy data agents that answer questions, log interactions, and can be evaluated and improved over time.

Authors:Simon Couch [aut, cre], Sara Altman [aut], Posit Software, PBC [cph, fnd]

commons_0.1.1.9000.tar.gz
commons_0.1.1.9000.zip(r-4.7-x86_64)commons_0.1.1.9000.zip(r-4.7-arm64)commons_0.1.1.9000.zip(r-4.6-x86_64)commons_0.1.1.9000.zip(r-4.6-arm64)commons_0.1.1.9000.zip(r-4.5-x86_64)
commons_0.1.1.9000.tgz(r-4.6-x86_64)commons_0.1.1.9000.tgz(r-4.6-arm64)commons_0.1.1.9000.tgz(r-4.5-x86_64)commons_0.1.1.9000.tgz(r-4.5-arm64)
commons_0.1.1.9000.tar.gz(r-4.7-arm64)commons_0.1.1.9000.tar.gz(r-4.7-x86_64)commons_0.1.1.9000.tar.gz(r-4.6-arm64)commons_0.1.1.9000.tar.gz(r-4.6-x86_64)
commons_0.1.1.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
commons/json (API)

# Install 'commons' in R:
install.packages('commons', repos = c('https://posit-dev.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/posit-dev/commons/issues

Pkgdown/docs site:https://posit-dev.github.io

On CRAN:

Conda:

8.07 score 58 stars 20 scripts 659 downloads 10 exports 88 dependencies

Last updated from:15de530eed. Checks:11 OK, 4 ERROR. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK194
linux-devel-x86_64OK250
source / vignettesOK236
linux-release-arm64ERROR184
linux-release-x86_64ERROR232
macos-release-arm64OK167
macos-release-x86_64OK258
macos-oldrel-arm64OK193
macos-oldrel-x86_64OK453
windows-devel-arm64ERROR309
windows-devel-x86_64OK263
windows-release-arm64ERROR299
windows-release-x86_64OK234
windows-oldrel-x86_64OK218
wasm-releaseOK152

Exports:commonscommons_appcommons_servercommons_themecontext_layerdata_sourcemeasuresemantic_layertrajectory_readtrajectory_review

Dependencies:askpassbase64encblobbrewbslibcachemcallrclicommonmarkcorocpp11curlDBIdbplyrdescdigestdplyrduckdbellmerevaluatefastmapfilelockfontawesomefsgenericsglueherehighrhtmltoolshttpuvhttrhttr2jquerylibjsonliteknitrlaterlatticelifecyclemagrittrMatrixmemoisemimemirainanonextopensslotelpillarpkgbuildpkgconfigpkgloadpngprocessxpromisespspurrrR6raggragnarrappdirsRcppRcppTOMLrdtoolsreticulaterlangroxygen2rprojrootrvestS7sassselectrshinyshinychatsourcetoolsstringistringrsyssystemfontstextshapingtibbletidyrtidyselectutf8vctrswithrxfunxml2xtableyaml

Introduction to commons
Design philosophy | Working with the agent skill | Trust flow | Information layers | Semantic layer | Context layer | Examples | Data dictionary | Measure file | Context document | Warehouse semantic layers | Data sources | Data dictionaries | Definitions | Project directory organization | Constructing the agent
Rendered fromcommons.Rmdusingknitr::rmarkdown

Last update: 2026-10-09
Started: 2026-08-24

Security and governance for commons agents
commons' harness | SQL code execution | Destructive actions | Data access | Transmitting results to the R process | R code execution | OS-level sandboxing | Communication with the main app process | Permissioning facts | Logging trajectories
Rendered fromgovernance.Rmdusingknitr::rmarkdown

Last update: 2026-10-09
Started: 2026-08-24