data science instructions

streamlit/streamlit

Instructions file GitHub Copilot

Copilot instructions for streamlit/streamlit, covering streamlit repo overview, tech stack, folder structure, shell & build policy and make commands.

streamlit/streamlit

Instructions file GitHub Copilot

Instructions for streamlit/streamlit, covering agent definitions, file format, best practices, cross-platform compatibility and slash command support.

streamlit/streamlit

Instructions file GitHub Copilot

Instructions for streamlit/streamlit, covering python unit test guide, key principles, running tests and typing tests.

marimo-team/marimo

Instructions file GitHub Copilot

Instructions for marimo-team/marimo: For example, if there is a frontend change to make a border thicker, how does this look in run mode, app-view and edit-view? For a backend change, has the user tested different scenarios?

marimo-team/marimo

Instructions file CodexOpenCode

Instructions for marimo-team/marimo, covering marimo development guidelines, your primary responsibility is to the project and its users, quick setup, development commands and python.

marimo-team/marimo

Instructions file

Instructions for marimo-team/marimo, a project described as: A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

stefan-jansen/machine-learning-for-trading

Instructions file GitHub Copilot

Instructions for stefan-jansen/machine-learning-for-trading, covering repository conventions for code review, prose and comment style, notebooks, data schema and results and dataframes.

dagster-io/dagster

Instructions file

Instructions for dagster-io/dagster, covering dagster development guide, quick references, environment setup, essential commands and code quality - run after every python edit.

pycaret/pycaret

Instructions file CodexOpenCode

AGENTS.md instructions for pycaret/pycaret, covering agents.md — pycaret agent instructions, tl;dr — the 60-second briefing, start here, non-negotiables and universal rules.

pycaret/pycaret

Instructions file

Claude Code instructions for pycaret/pycaret, covering claude.md — claude code guide for this repo, at a glance, how contributors use this repo with claude code, files claude code reads (in order) and common commands.

zenml-io/zenml

Instructions file CodexOpenCode

Instructions for zenml-io/zenml, covering zenml codex agent guidelines, project structure, always-loaded rules, common commands and branches, git, and prs.

zenml-io/zenml

Instructions file

Instructions for zenml-io/zenml, covering zenml claude code guidelines, project structure, use zenml docs via mcp, code style & quality standards and commenting policy — explain why, not what.

microsoft/FLAML

Instructions file GitHub Copilot

Instructions for microsoft/FLAML, covering github copilot instructions for flaml, project overview, build and test commands, installation and basic installation.

chdb-io/chdb

Instructions file CodexOpenCode

Instructions for chdb-io/chdb, covering agents.md — chdb, 1. fully lazy execution architecture, 2. natural execution triggering (explicit calls prohibited), 3. unified architecture, simplicity first and 4. testing principles.

Azure/azureml-examples

Instructions file GitHub Copilot

Instructions for Azure/azureml-examples: If a file is listed in the CODEOWNERS file with @azure/ai-platform-docs as the owner, it is owned by the AI Platform Docs team. For these files.

pixeltable/pixeltable

Instructions file GitHub Copilot

Instructions for pixeltable/pixeltable, covering expression dsl — most common bug source, type safety, security, code style (don't contradict) and testing.

pixeltable/pixeltable

Instructions file CodexOpenCode

Instructions for pixeltable/pixeltable, covering agents.md, protected configuration, project overview, repository structure and setup commands.

pixeltable/pixeltable

Instructions file

Instructions for pixeltable/pixeltable, covering claude.md, protected configuration, project overview, repository structure and setup commands.

fmind/mlops-python-package

Instructions file CodexOpenCode

Instructions for fmind/mlops-python-package, covering agents.md, project overview, setup & core commands, definition of done and conventions & idioms.

christopherkarani/Wax

Instructions file CodexOpenCode

Instructions for christopherkarani/Wax, covering wax agent instructions, public repository hygiene, change discipline, navigation and public api.

Bessouat40/RAGLight

Instructions file

Instructions for Bessouat40/RAGLight, covering claude.md, commands, install dependencies, run all tests and run a single test module.

faridrashidi/cnsplots

Instructions file CodexOpenCode

Instructions for faridrashidi/cnsplots, covering agents.md, working branch rules, implementation rules, validation rules and commit rules.

faridrashidi/cnsplots

Instructions file

Instructions for faridrashidi/cnsplots, a project described as: 🎨 Toolkit for generating publication-quality plots for Cell, Nature and Science journals.

henrydaum/second-brain

Instructions file

Instructions for henrydaum/second-brain, covering second brain — architecture notes, ⚡ the kernel (read first), the layout (trees.py), what ships in the app's tree (bundled/) and the kernel boundary (the one rule).