python instructions

ComposioHQ/composio

Instructions file CodexOpenCode

Instructions for ComposioHQ/composio, covering agents.md, scope, first steps, skill routing and repository map.

ComposioHQ/composio

Instructions file

Instructions for ComposioHQ/composio, a project described as: Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

openai/openai-agents-python

Instructions file CodexOpenCode

Instructions for openai/openai-agents-python, covering contributor guide, policies & mandatory rules, mandatory skill usage, work status reporting and git worktree and branch safety.

openai/openai-agents-python

Instructions file

Instructions for openai/openai-agents-python, a project described as: A lightweight, powerful framework for multi-agent workflows.

langchain-ai/deepagents

Instructions file CodexOpenCode

Instructions for langchain-ai/deepagents, covering global development guidelines for the deep agents monorepo, corridor security analysis, development workflow, suppressing ruff rules and pr conventions.

deepset-ai/haystack

Instructions file CodexOpenCode

Instructions for deepset-ai/haystack, covering haystack guidelines for ai agents, environment, run scripts with test dependencies, open a shell with test dependencies and install temporary dependencies (for experiments only).

deepset-ai/haystack

Instructions file

Instructions for deepset-ai/haystack: Before you start working on this repository, read the AGENTS.md file and follow all the instructions.

modelcontextprotocol/python-sdk

Instructions file CodexOpenCode

Instructions for modelcontextprotocol/python-sdk, covering development guidelines, note for ai agents, branching model, package management and code quality.

modelcontextprotocol/python-sdk

Instructions file

Instructions for modelcontextprotocol/python-sdk, a project described as: The official Python SDK for Model Context Protocol servers and clients.

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.

pydantic/pydantic-ai

Instructions file CodexOpenCode

Instructions for pydantic/pydantic-ai, covering your primary responsibility is to the project and its users, gathering context on the task, ensuring the task is ready for implementation, philosophy and requirements of all contributions.

pydantic/pydantic-ai

Instructions file

Instructions for pydantic/pydantic-ai, a project described as: How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.

teng-lin/notebooklm-py

Instructions file CodexOpenCode

Instructions for teng-lin/notebooklm-py, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.

teng-lin/notebooklm-py

Instructions file

Instructions for teng-lin/notebooklm-py, covering claude.md, project overview, development commands, full guide: docs/installation.md and before pushing.

arc53/DocsGPT

Instructions file CodexOpenCode

Instructions for arc53/DocsGPT, covering agents.md, check existing dev prerequisites first, normal local development commands, backend and frontend.

windmill-labs/windmill

Instructions file CodexOpenCode

AGENTS.md instructions for windmill-labs/windmill, covering windmill, workflow, documentation, dev environment and per-worktree ports and database.

windmill-labs/windmill

Instructions file

Claude Code instructions for windmill-labs/windmill, a project described as: Open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs. Fastest workflow engine (13x vs Airflow). Open-source alternative to Retool and Temporal.

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.

GreyDGL/PentestGPT

Instructions file

Instructions for GreyDGL/PentestGPT, covering claude guide, active project map, runtime contract, commands and documentation map.

567-labs/instructor

Instructions file

Instructions for 567-labs/instructor, covering claude.md, instructor development guide, commands, installation & setup and code style guidelines.

e2b-dev/E2B

Instructions file CodexOpenCode

Instructions for e2b-dev/E2B, a project described as: Open-source, secure environment with real-world tools for enterprise-grade agents.

e2b-dev/E2B

Instructions file

Instructions for e2b-dev/E2B: Use pnpm for node and uv for python to install and update dependencies. Run pnpm run format, pnpm run lint and pnpm run typecheck before committing changes. When modifying the SDK packages, ensure equivalent changes are applied to both JS as well as sync and async Python implementations.…