posit-dev/commons

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AI Agents for Data Analysis

Stars: 44
Forks: 1
Open beginner issues: 0
Indexed issues: 31
Avg merge: 1d 7h
Merged PRs (30d): 142

Dominant language: Python
License: No license data
Last GitHub push: Sep 18, 2026
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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31 open issues indexed

`coerce_arg()` cannot validate a non-enum array argument: `Can't find property <ellmer::TypeBasic>@values` Open

Difficulty 3/5 1-2 days Newbie friendliness 76/100

posit-dev/commons#376 · Opened Sep 17, 2026
adopt the trust diagram svg from the shared website into the README and R documentation Open

tidy-dev-day 🤓

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

posit-dev/commons#375 · Opened Sep 17, 2026
Measures-only mode? Open

r

Difficulty 5/5 Over a week Newbie friendliness 35/100

posit-dev/commons#363 · 2 comments · Opened Sep 11, 2026
Support shinychat history for composed Chatlas clients such as Python Commons Open

py

posit-dev/commons#347 · 1 assignee · Opened Sep 10, 2026
Provenance marker is lost when an answer ends with a table Open

bug py r

Difficulty 4/5 3-5 days Newbie friendliness 70/100

posit-dev/commons#331 · Opened Sep 10, 2026
Inherited ellmer methods answer without the turn rules or a provenance marker Open

bug r

Difficulty 4/5 3-5 days Newbie friendliness 45/100

posit-dev/commons#321 · Opened Sep 8, 2026
describe_table summarizes a five-row sample with the shape of a whole-table profile Open

bug py r tidy-dev-day 🤓

Difficulty 4/5 3-5 days Newbie friendliness 55/100

posit-dev/commons#319 · 1 comment · Opened Sep 8, 2026
fetch `sessioninfo::session_info()` on `trajectory_read()`? Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

posit-dev/commons#316 · 2 comments · Opened Sep 8, 2026
Support sharing conversations Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

posit-dev/commons#315 · 2 comments · Opened Sep 8, 2026
Consider support for exporting data Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

posit-dev/commons#314 · Opened Sep 8, 2026
Run the warehouse implementations against real Snowflake and Databricks Open

py r tests

Difficulty 5/5 Over a week Newbie friendliness 35/100

posit-dev/commons#303 · 1 comment · Opened Sep 6, 2026
Add guidance on creating example questions to skill Open

Difficulty 1/5 1-3 hours Newbie friendliness 70/100

posit-dev/commons#280 · Opened Sep 4, 2026
R `check_query()` accepts writes that do not begin with a write keyword Open

bug r

Difficulty 5/5 Over a week Newbie friendliness 38/100

posit-dev/commons#243 · Opened Sep 2, 2026
How to handle data-dict's `display: restricted` column flag? Open

py r

Difficulty 4/5 3-5 days Newbie friendliness 58/100

posit-dev/commons#237 · Opened Sep 1, 2026
Instruct the model how to answer questions about provenance outcomes Open

tidy-dev-day 🤓

Difficulty 3/5 1-2 days Newbie friendliness 45/100

posit-dev/commons#222 · 1 comment · Opened Aug 28, 2026
Reference provenance from earlier trusted results in follow-up answers Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

posit-dev/commons#189 · 1 comment · Opened Aug 27, 2026
Collapse intermediate plot/gt `call_measure` results Open

Difficulty 5/5 Over a week Newbie friendliness 42/100

posit-dev/commons#188 · 1 comment · Opened Aug 27, 2026
Take a pass at dark mode compatible styling Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

posit-dev/commons#178 · Opened Aug 26, 2026
Consider removing `commons_server()` from API Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

posit-dev/commons#171 · 1 comment · Opened Aug 25, 2026
Flaky test: R workflows fail when Launchpad cannot serve the xtradeb PPA key Open

Difficulty 4/5 3-5 days Newbie friendliness 58/100

posit-dev/commons#164 · 1 comment · Opened Aug 25, 2026
making commons data structures / tools available to external agents Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

posit-dev/commons#135 · Opened Aug 20, 2026
possible missing dependency for development on Workbench Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

posit-dev/commons#126 · 2 comments · Opened Aug 18, 2026
deploying review comments and the reviewer app to Connect Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

posit-dev/commons#118 · Opened Aug 17, 2026
local (macOS) `run_r` sandbox fails with `devtools::load_all()` Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

posit-dev/commons#100 · Opened Aug 10, 2026
make every conversation's calculations reproducible to the app author Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

posit-dev/commons#91 · Opened Aug 6, 2026
consider bundling some R package + authoring dependencies Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

posit-dev/commons#72 · Opened Aug 3, 2026
sharable artifacts Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

posit-dev/commons#71 · Opened Aug 3, 2026
dissuade model from user-facing technical talk Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

posit-dev/commons#70 · 2 comments · Opened Aug 3, 2026
dissuade model from notes-to-self as it composes many tool calls Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

posit-dev/commons#69 · 1 comment · Opened Aug 3, 2026
Tool calls block other users Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

posit-dev/commons#29 · Opened Jul 11, 2026
Prompt for thinking after `call_measure()` and `run_sql()` Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

posit-dev/commons#14 · Opened Jun 25, 2026

posit-dev/commons

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