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posit-dev

72 indexed repositories · View on GitHub

positron
Positron, a next-generation data science IDE

TypeScript · 4271 stars
great-tables
Make awesome display tables using Python

Python · 2832 stars
py-shiny
Shiny for Python

Python · 1752 stars
ggsql
A SQL extension for declarative data visualisation based on the Grammar of Graphics.

Rust · 554 stars
skills
A collection of Claude Skills from Posit

R · 517 stars
pointblank
Data validation toolkit for assessing and monitoring data quality.

Python · 490 stars
air
R formatter and language server

Rust · 446 stars
ark
Ark, an R kernel

Rust · 337 stars
great-docs
Documentation sites for Python packages: start simple, go deep

Python · 263 stars
shinylive
Run Shiny on Python and R (compiled to wasm) in the browser

TypeScript · 251 stars
r-shinylive

R · 236 stars
querychat
Chat with your data in R and Python

Python · 212 stars
mcptools
Model Context Protocol For R

R · 196 stars
chatlas
Your friendly guide to building LLM chat apps in Python with less effort and more clarity.

Python · 176 stars
shinychat
Chat UI component for Shiny

TypeScript · 139 stars
btw
A complete toolkit for connecting R and LLMs

R · 137 stars
orbital
Turn SciKitLearn & PyTorch pipelines into SQL

Python · 120 stars
brand-yml
Unified branding with a single YAML file

Python · 111 stars
mcp-repl

Rust · 70 stars
py-shinylive
Python package for deploying Shinylive applications

Python · 56 stars
52 more repositories live on View on GitHub

Beginner friendly Everything

Open All

Tools for building and debugging notebooks Open

Type: ★ Enhancement

Difficulty 4/5 3-5 days Newbie friendliness 52/100

posit-dev/great-docs#353 · Opened Sep 14, 2026
Show a gray "not started" status in RuntimeStatusIcon for sessionless preview notebooks Open

area: console area: interpreter area: notebooks-jupyter area: notebooks-quarto area: ui enhancement

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

posit-dev/positron#16078 · Opened Sep 14, 2026
feat: command-execution bridge for e2e tests (bypass UI menu/palette navigation) Open

community enhancement

Difficulty 4/5 3-5 days Newbie friendliness 42/100

posit-dev/publisher#4387 · Opened Sep 14, 2026
"Go to definition" shouldn't consider comments Open

area: kernels enhancement lang: r support

Difficulty 3/5 1-2 days Newbie friendliness 68/100

posit-dev/positron#16075 · 2 comments · Opened Sep 14, 2026
Mildly annoying; closing a diff closes the file Open

info needed

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

posit-dev/positron#16074 · 1 comment · Opened Sep 14, 2026
Visual Editor does not copy selected text via Cmd+C or context menu Open

area: quarto bug support

Difficulty 3/5 1-2 days Newbie friendliness 65/100

posit-dev/positron#16070 · 1 comment · Opened Sep 14, 2026
GitHub Copilot OAuth sign-in fails in Positron 2026.09.1 build 2 on macOS arm64; VS Code succeeds, including with a clean Positron profile Open

area: assistant area: authentication bug support

Difficulty 4/5 3-5 days Newbie friendliness 48/100

posit-dev/positron#16069 · 2 comments · Opened Sep 14, 2026
A streaming text delta that repeats everything streamed so far is missing from the recorded turn Open

ai-triage:done Priority: Medium

Difficulty 2/5 1-3 hours Newbie friendliness 84/100

posit-dev/chatlas#435 · Opened Sep 14, 2026
Example: host a reactable (reactR htmlwidget) inside a shinyreact client via ShinyOutput Open

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

posit-dev/shinyreact#317 · Opened Sep 13, 2026
`Jsonifiable`'s `dict`/`list` arms are invariant, so `dict[str, int]` is not assignable to it Open

ai-triage:done Priority: Medium

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

posit-dev/py-shiny#2497 · Opened Sep 12, 2026
Add "Open with default application" to file explorer context menu Open

area: core area: ui enhancement support

Difficulty 3/5 1-2 days Newbie friendliness 64/100

posit-dev/positron#16066 · 1 comment · 1 reaction · Opened Sep 12, 2026
Assistant: Support defaultThinkingEffort in custom model definitions (providers.json) Open

area: assistant

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

posit-dev/positron#16065 · 1 comment · Opened Sep 12, 2026
Surface non-standard LLM finish reasons (max_tokens, content_filter, etc.) as UI notifications, not just console warnings Open

ai-triage:done Priority: Medium

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

posit-dev/shinychat#408 · 1 comment · Opened Sep 12, 2026
Back ChatSnowflake() with the Cortex REST API: thin Anthropic/OpenAI provider subclasses, model-name dispatch, credentials-callable auth Open

ai-triage:done Priority: Medium

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

posit-dev/chatlas#432 · 2 comments · Opened Sep 11, 2026
Exporting an R notebook to Quarto results in all its cells being treated as Python Open

area: notebooks-jupyter area: quarto

Difficulty 3/5 1-2 days Newbie friendliness 64/100

posit-dev/positron#16060 · Opened Sep 11, 2026
Every page advertises llms.txt and llms-full.txt, but they are only generated for projects with an API reference — docs-only sites ship two dead links Open

Effort: [1] Low Priority: [3] High Type: ☹︎ Bug

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

posit-dev/great-docs#350 · Opened Sep 11, 2026
`_fix_numeric_prefix_links` only rewrites `.qmd` links, but section discovery strips numeric prefixes from `.md` files too Open

Difficulty: [2] Intermediate Effort: [2] Medium Priority: [3] High Type: ☹︎ Bug

posit-dev/great-docs#349 · 1 comment · 1 assignee · Opened Sep 11, 2026
test_server(): status "silent" means "never rendered", which inverts Shiny's own meaning of silent — rename to "never-rendered"? Open

ai-triage:done Priority: Low

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

posit-dev/py-shiny#2493 · Opened Sep 11, 2026
test_server(): a silent req() failure is invisible — get_output() keeps the stale value while the browser blanks the output Open

ai-triage:done Priority: Medium

Difficulty 4/5 3-5 days Newbie friendliness 52/100

posit-dev/py-shiny#2492 · 1 comment · Opened Sep 11, 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
Generate a Python version requirement for requirements.txt-only projects Open

Difficulty 3/5 1-2 days Newbie friendliness 64/100

posit-dev/rsconnect-python#854 · Opened Sep 11, 2026
DuckDB parallel queries lose ~4–6x throughput in RStudio/Positron consoles, but not in Rgui/Rscript on the same machine Open

info needed lang: r

Difficulty 5/5 Over a week Newbie friendliness 30/100

posit-dev/positron#16055 · 5 comments · Opened Sep 11, 2026
Windows + conda: interpreter discovery takes minutes and one conda env is not discovered Open

area: runtimes info needed lang: python theme: runtime startup

Difficulty 4/5 3-5 days Newbie friendliness 54/100

posit-dev/positron#16054 · 4 comments · Opened Sep 11, 2026
Commands such as open docs and execute code in console don't work when viewing a git diff of an R file Open

area: editor area: kernels enhancement support

Difficulty 3/5 1-2 days Newbie friendliness 62/100

posit-dev/positron#16052 · 4 comments · Opened Sep 11, 2026
AI: update provider notices text in product and docs Open

area: assistant documentation

posit-dev/positron#16051 · 1 comment · 1 assignee · Opened Sep 11, 2026
Interpreter version sort is nondeterministic for prerelease versions, and the New Folder Flow doesn't version-sort at all Open

area: environment area: interpreter

posit-dev/positron#16048 · 1 reaction · 1 assignee · Opened Sep 11, 2026
Nightly failure: Workbench Smoke Tests Open

nightly-failure

Difficulty 4/5 3-5 days Newbie friendliness 30/100

posit-dev/vip#654 · 8 comments · Opened Sep 11, 2026
Data Explorer struggles with TSV that has missing cells Open

area: data explorer area: duckdb bug support

Difficulty 3/5 1-2 days Newbie friendliness 67/100

posit-dev/positron#16047 · 1 comment · Opened Sep 11, 2026
From ggsql: Bad plot background dimensions Open

Difficulty 3/5 1-2 days Newbie friendliness 74/100

posit-dev/hephaestus#47 · Opened Sep 10, 2026
Support shinychat history for composed Chatlas clients such as Python Commons Open

py

posit-dev/commons#347 · 1 assignee · Opened Sep 10, 2026
Release shinyreact 0.1.0 (npm → PyPI → CRAN) Open

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

posit-dev/shinyreact#282 · 1 comment · Opened Sep 10, 2026
Assistant can't (or won't) use bundled Positron docs Open

area: assistant

Difficulty 4/5 3-5 days Newbie friendliness 48/100

posit-dev/positron#16040 · Opened Sep 10, 2026
Use bundled ipykernel for reticulate Python sessions Open

area: reticulate enhancement lang: python support

posit-dev/positron#16036 · 2 assignees · Opened Sep 10, 2026
'New chat' resets dark mode preference Open

ai-triage:needs-review needs reprex

Difficulty 3/5 1-2 days Newbie friendliness 65/100

posit-dev/shinychat#406 · 2 comments · Opened Sep 10, 2026
`--package-installer` silently ignored in two commands and unusable as documented on click >= 8.2 Open

Difficulty 3/5 1-2 days Newbie friendliness 78/100

posit-dev/rsconnect-python#852 · Opened Sep 10, 2026
Headless LM service: support custom providers Open

area: assistant

posit-dev/positron#16029 · 2 comments · 1 assignee · Opened Sep 10, 2026
Docs site: brand.yml styling for the Quarto / pkgdown / TypeDoc pages Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

posit-dev/shinyreact#272 · Opened Sep 10, 2026
This repo is the source of truth for the four lifescience apps Open

posit-dev/shiny-showcase-bioinformatics#43 · 3 comments · 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
Configurable package check arguments for Check R Package (`devtools::check()`) Open

enhancement lang: r support

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

posit-dev/positron#16028 · Opened Sep 10, 2026
Bundle built-in extensions to reduce installed file count Open

area: builds performance

Difficulty 5/5 Over a week Newbie friendliness 45/100

posit-dev/positron#16025 · Opened Sep 9, 2026
Evaluate package split and naming conventions for Connect Content images Open

cvp:0 docker needs discussion tdp:1 tech debt

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

posit-dev/images-connect#166 · 1 comment · Opened Sep 9, 2026
Support for multiple column stubs Open

Type: ★ Enhancement

Difficulty 5/5 Over a week Newbie friendliness 45/100

posit-dev/great-tables#859 · 1 reaction · Opened Sep 9, 2026
Make yaml doc start/end markers optional in write_yaml Open

Difficulty 2/5 1-3 hours Newbie friendliness 75/100

posit-dev/r-yaml12#40 · 3 comments · Opened Sep 9, 2026
[Feature] Examples for 21 CFR Part 11 Open

enhancement

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

posit-dev/vip#649 · Opened Sep 9, 2026
actionlint doesn't support GitHub's $/ self-repository uses: syntax Open

cicd cvp:0 external blocker tdp:1

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

posit-dev/images-specialized#95 · Opened Sep 9, 2026
Release shinychat 0.5.0 Open

ai-triage:needs-review

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

posit-dev/shinychat#405 · Opened Sep 9, 2026
Merge adjacent tool loops when suppressed thinking is the only separator Open

ai-triage:done Priority: Low

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

posit-dev/shinychat#404 · Opened Sep 9, 2026
Release btw 1.5.0 Open

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

posit-dev/btw#218 · Opened Sep 9, 2026
Windows background update leaves stale resources\app\node_modules that shadows node_modules.asar Open

area: builds bug os-windows

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

posit-dev/positron#16017 · 3 comments · Opened Sep 9, 2026

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