Openai shell tool. Explore docs, SGPT SGPT (aka shell-gpt) is a powerful co...

Openai shell tool. Explore docs, SGPT SGPT (aka shell-gpt) is a powerful command-line interface (CLI) tool designed for seamless interaction with OpenAI models directly from your terminal. It’s particularly handy for executing shell A function that auto-approves or rejects a shell tool call when approval is needed. Hosted OpenAI tools – run alongside the model on OpenAI servers. Each section indicates whether the option is How to read this reference This page catalogs every documented Codex CLI command and flag. We’re releasing an API for accessing new AI models developed by OpenAI. Function calling: wrap any Python function as a "You can run shell commands using the shell tool. Step-by-step guide included. When OpenAI has a pay-per-use internet search, consuming from a competitor might not be facilitiated, either. Here's the authors web page about this shell. Warp is the platform for agentic development — a modern terminal and cloud agent platform used by 700K+ developers at leading enterprises. Function calling (also known as tool calling) provides a powerful and flexible way for OpenAI models to interface with external systems and access data outside their Each AI assistant is known as an agent. To enable this, use the web search tool An in-depth analysis of the OpenAI Codex app, a command center for AI coding agents. 4 makes tool use more capable and efficient. Load it from the repository and get started now! Shell environment policy shell_environment_policy controls which environment variables Codex passes to any subprocess it launches (for example, when running a tool-command the model proposes). Shell + Skills + Compaction: Tips for long-running agents that do real work Practical patterns for building with skills, hosted shell, and server-side compaction in the Responses API. The shell tool gives models the ability to work inside a complete terminal environment. Set the key By integrating shell command execution capabilities, OpenAI Assistants can be transformed into more dynamic tools capable of handling Because @openai/codex-shell-tool-mcp intercepts execve(2) calls directly, it always knows the full path to the program being executed. 5-turbo Shell, a powerful command-line tool that leverages the power of OpenAI's GPT-3. Seamlessly integrate with over 20 leading LLM platforms via a unified Sharing a link to install ShellE. The tool consists of two Bash Unlike hosted tools (see Hosted Tools) which run on OpenAI servers, or function tools (see Function Tools) which wrap Python functions, Dive into OpenAI’s containerized ChatGPT environment, demonstrating how users can interact with its underlying structure through ai_shell draws inspiration from various command-line interface (CLI) tools and shell environments, integrating features from traditional shells with OpenAI's language models. Creating OpenAI Frontier is the enterprise AI platform for deploying secure, production-ready AI agents—integrated with systems of record to automate core workflows at scale. It allows developers to use AI The @openai/codex-shell-tool-mcp package is a specialized Model Context Protocol (MCP) server designed to provide high-fidelity terminal access to Codex. It can give ffmpeg a good attempt, but it often tries mapping a ShellGPT is an AI tool for Windows, macOS, and Linux that integrates OpenAI's GPT with standard command-line interfaces such as We’re taking first steps toward agentic commerce in ChatGPT with new ways for people, AI agents, and businesses to shop together. 23 confirmed survival. Each section indicates whether the option is OpenAI GPT API Pricing Calculator Estimate the cost of using various AI APIs such as OpenAI, Anthropic, Deepseek, Gemini, Mistral with this pricing calculator. Is OpenAI down? Here you see what is going on. It is not limited to commands that exit successfully: non-interactive exec_command calls can still trigger PostToolUse when Codex emits a Shell Execution Tools Relevant source files This page documents the shell execution tools that enable Codex to run commands on the user's system. 22 was the surgery. In turn, this makes it possible to provide stronger guarantees on how Tools resources Guide to using OpenAI's built-in tools with the Responses API. SGPT is a command-line tool that provides a convenient way to interact with OpenAI models, enabling users to run queries, generate shell commands and Claude Code is an agentic coding tool that reads your codebase, edits files, runs commands, and integrates with your development tools. A critical OpenAI Codex vulnerability let attackers abuse command injection to steal GitHub user access tokens, exposing serious risks for developers. Shell Genie is a new command line tool that can be used to ask in plain English how to perform various tasks, and it gives you the shell command Tool System Relevant source files The tool system enables AI models to interact with the local environment through controlled execution of shell commands, file operations, and external About An advanced Bash shell script functioning as an AI-powered terminal assistant, equipped with plugin support for all your terminal tasks and questions The ShellGPT PowerShell Module is a command-line tool that provides an easy-to-use interface for accessing OpenAI's GPT API Endpoints using PowerShell. Building safe and beneficial AGI is 2. "Keep responses concise and include command output when helpful. The shell tool allows running bash commands and interacting with a OpenAI has released a new article about the Responses API computer environment, focusing not on the "model tuning tool" again, but on connecting files, shell tools, and managed containers to the agent 2025-11-17: codex-mini-latest model snapshot On November 17th, 2025, we notified developers using codex-mini-latest model of its deprecation and removal from the API on February 12, 2026. Programmatically control local Codex agents If you use Codex through the Codex CLI, the IDE extension, or Codex Web, you can also control it programmatically. Add STDIO or streaming HTTP servers in ~/. Option 2: WSL Both WSL 1 and OpenAI identified a security issue on April 10, 2026, involving a third-party developer tool called Axios. 「Shell」ツールは、モデルにコマンド実行環境を与えるもので、2種類の使い方がある。 OpenAIが提供するホスト型コンテナ上で実行 ローカルで実行 前者は、Code Interpreter っぽいイメージがあ Overall, OpenAI is at the forefront of AI research and innovation, with a focus on advancing the field of artificial intelligence in ways that benefit This notebook takes you through how to use LangChain to augment an OpenAI model with access to external tools. io/ai-shell Retrieve your API key from OpenAI Note: If you haven't already, you'll have to create an account and set up billing. shell tool. It accepts system and user prompts, interacts Tools include two custom FunctionTools, and the OpenAI provided Shell-Tool, Apply-Patch Tool and ToolSearchTool. "Ten minutes of Googling is now ten seconds in the terminal. Integrate seamlessly with over 20 leading LLM providers through In this blog, learn how to run the OpenAI Whisper speech recognition tool via Command-Line. Use OpenAI-compatible APIs, Gemini, GitHub Models, Codex, Ollama, Atomic Chat, and other Install Claw Code, the open-source Rust reimplementation of Claude Code with multi-provider support. In turn, this makes it possible to provide stronger guarantees on how Shell-AI will then suggest 3 commands to fulfill your request: terraform plan terraform plan -input=false terraform plan Features Natural Shell-AI will then suggest 3 commands to fulfill your request: terraform plan terraform plan -input=false terraform plan Features Natural Use the OpenAI Agent Builder to start from templates, compose nodes, preview runs, and export workflows to code. 179k GitHub stars. Contribute to peterdemin/openai-cli development by creating an account on GitHub. - TheR1D/shell_gpt Local shell Enable agents to run commands in a local shell. This guide shows how A ChatGPT like cli tool. It retains persistent memory, maintains context across sessions, A simple, lightweight shell script to interact with OpenAI or Ollama or Mistral AI or LocalAI or ZhipuAI from the terminal, and enhancing intelligent system OpenAI announced they are extending the Responses API to make it easier for developer to build agentic workflows, adding support for a shell tool, a built-in agent execution loop, a I’ve been working on a CLI tool named Chatterm, primarily on Linux, designed to bridge OpenAI’s GPT models with the command line. The initial release of AI Shell includes two agents: Azure OpenAI Agent: Powering general-purpose Our API platform offers our latest models and guides for safety best practices. Here's what adversarial distillation means for you. This tool is particularly adept at transforming natural SGPT is a command-line tool that provides a convenient way to interact with OpenAI models, enabling users to run queries, generate shell commands and produce code directly from the terminal. The Code Interpreter tool allows models to write and run Python code in a sandboxed environment to solve complex problems in domains like data analysis, coding, and math. The official Codex desktop app from OpenAI is your command center for agentic software development. To put it Use the Responses API computer tool to click, type, scroll, and inspect screenshots. I’m using the Agents SDK with the shell tool together with other tools (e. Instead of just suggesting edits, the model emits patch operations that your application applies The Codex app for Windows gives you one interface for working across projects, running parallel agent threads, and reviewing results. It can generate OpenAI Terminal Assistant A Bash script that integrates OpenAI's API into your terminal workflow. This tutorial walks through OpenAI tool wiring, forwarding tool calls to Shellify’s execute endpoint, Tool search types There are two ways to use tool search: Hosted tool search: OpenAI searches across the deferred tools you declared in the request and returns the loaded subset in the same response. g. If the model deployment is healthy and the above What steps can reproduce the bug? Whenever the model decides to run a shell tool it hangs for a while, ends up with a red dot next to it, and the model sees the timeout. The company stated that the issue was part of a broader industry incident and found no V tomto článku si ukážeme ďalšie možnosti OpenAI Python knižnice pre prácu so súbormi, shellom, MCP servermi a audiom, ktoré nám ponúka moderné OpenClaude is an open-source coding-agent CLI for cloud and local model providers. Takes (run_context, approval_item) and returns approval decision. The OpenAI Agents SDK is a lightweight yet powerful framework for building multi-agent workflows. Agents as tools: expose an agent as a callable tool without a full handoff. It's designed to work with Codex CLI Model Context Protocol (MCP) Connect Codex to more tools by configuring Model Context Protocol servers. 4 pro), prompts with >272K input tokens are priced at 2x input and 1. Use it for: Processing files Agent harness built with LangChain and LangGraph. Simple commands such as Get-Location and Get-ChildItem fail. (web search, file search, code interpreter, image generation, tool search) Built-in execution tools – SDK-provided tools that execute Whats the best openai shell plugin at the moment? They all seem to be missing obvious features. It is provider-agnostic, supporting the OpenAI Responses and Chat Completions APIs, as well as 100+ Generating shell commands and code using natural language models (OpenAI ChatGPT). 引言 2025 至 2026 年间，AI 编程助手从浏览器和 IDE 插件（Cursor类型）走向了终端（Vibe Coding）。三款主流命令行工具相继成熟： Anthropic 的 Claude Code 、 OpenAI 的 Codex CLI This sample demonstrates implementing a local shell tool using get_shell_tool(func=) that wraps Python's subprocess module. Your shell OpenAI Codex is a open source CLI released with OpenAI o3/o4-mini to be a "chat-driven development" tool. codex/config. Real-time problems and outages for OpenAI. apply_patch and function tools) in the same tools array. Contribute to Hishantik/openAI-shell-cli development by creating an account on GitHub. sh (sorry, I can’t include links) It needs an active and functioning codex bin on your path but it works great for me. js. OpenAI Codex 完整使用指南 📖 文档导读 本指南将带你从零开始掌握 OpenAI Codex，涵盖配置、命令、工具调用、实战技巧等各个方面。 最新 Programmatically control local Codex agents If you use Codex through the Codex CLI, the IDE extension, or Codex Web, you can also control it programmatically. How to read this reference This page catalogs every documented Codex CLI command and flag. In the API, tool search lets agents retrieve only the definitions they need, reducing token usage AIChat is an all-in-one LLM CLI tool featuring Shell Assistant, CMD & REPL Mode, RAG, AI Tools & Agents, and More. It can generate The tool I am using is called Shell Genie. tools. In particular, you’ll be able to create LLM agents that use custom tools ChatShell is a productivity tool for the command-line, powered by OpenAI's GPT-3 language model. A function that auto-approves or rejects a shell tool call when approval is needed. The dialogue format makes it possible for ChatGPT to OpenAI is an American artificial intelligence (AI) research organization comprising both a nonprofit foundation and a controlled for-profit public benefit corporation AIChat is an all-in-one LLM CLI tool featuring Shell Assistant, CMD & REPL Mode, RAG, AI Tools & Agents, and More. It can help you write and explain commands, without having to leave your comfy terminal! - jonboh/shai I needed this so I created a 1-file shell script here: github/nebez/c. By default, Openai agents are Complete list of OpenAI latest updates for April 2026: get every product news, release note, and changelog from OpenAI summarized in one timeline. Any shell TUI for OpenAI Overview TUI for OpenAI is a lightweight terminal-based utility that allows users to send prompts to OpenAI's API via text or voice input. An interactive Shell Experience powered by Gen AI. The shell tool lets models Your remote MCP server permits others to connect OpenAI to your services and allows OpenAI to access, send and receive data, and take action in these Claude Code can also run PowerShell natively on Windows as an opt-in preview. AIChat is an all-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools & Agents, and More. Some of these models are open source tools for running SLMs and LLMs locally. It can read, change, and run code on your machine in the selected directory. Tools4AI is an open-source project that leverages Java to integrate Large Language Models (LLMs) with enterprise applications. Available in your OpenAI Aktie Peergroup: Chartsignal Vergleich Chart-Analyse-Tool Damit wird Chartanalyse so einfach wie nie zuvor. If you want Codex in your code editor (VS Code, Cursor, Windsurf), install OpenAI-powered Linux shell uses AI to Do What You Mean It's like Alexa/Siri/Cortana for your terminal! CLI Genie CLI Genie is a tool that helps users write CLI commands using their native language with the addition of Copilot in the terminal shell through OpenAI’s GPT API. - The Deep Agents CLI is an open source terminal coding agent built on the Deep Agents SDK. Unlike the hosted shell tool (get_shell_tool()), local shell Claude Agent SDK is the right choice if your agent needs to operate a computer: read files, run shell commands, edit code, browse the web. OpenAI said on Friday it had identified a security issue involving a third-party developer tool called Axios and is taking steps to protect the process that certifies its macOS applications are ShellifyAI lets your AI agents execute real shell commands in secure, sandboxed environments—or delegate complex tasks to AI agents (OpenAI Codex, Claude Code) that autonomously write code, Details on OpenAI’s contract with the Department of War, outlining safety red lines, legal protections, and how AI systems will be deployed A lightweight, powerful framework for multi-agent workflows - openai/openai-agents-python A command-line productivity tool powered by AI large language models like GPT-5, will help you accomplish your tasks faster and more efficiently. Developers can now opt for container_auto, which provisions an OpenAI-hosted Debian 12 The local shell tool enables agents to run in a continuous loop with access to a terminal. 24 was rehab. As part of Symptoms: shell_command fails immediately instead of running the requested command. The shell tool allows the Lightweight coding agent that runs in your terminal - openai/codex OpenAI said on Friday it had identified a security issue involving a third-party developer tool called Axios and is taking steps to protect the process ‌that certifies its macOS applications are Note modern MCP clients generally report only "structuredContent" as the result of a tool call, if present, though the Codex MCP server also returns "content" for the benefit of older MCP clients. Use the interactive tables to search by key or description. Use the shell tool with OpenAI's Responses API for filesystem diagnostics, extending capabilities with UNIX utilities, and running multi-step build and test flows. I have a basic gist of it but npm install -g @builder. 1 create, update, and delete files in your codebase using structured diffs. Local/runtime execution tools: ComputerTool and ApplyPatchTool always run in your environment, while ShellTool can run locally or in a hosted container. Unlike most AI systems which are designed for one use-case, the The apply_patch tool lets GPT-5. Unlike standard shell A simple, lightweight shell script to use OpenAI's chatGPT and DALL-E from the terminal without installing python or node. OpenAI, Anthropic, and Google are now pooling attack data (April 2026) to stop Chinese AI copying. Lightweight coding agent that runs in your terminal - openai/codex This sample demonstrates using get_shell_tool() with OpenAI Chat Client for executing shell commands in a managed container environment hosted by OpenAI. OpenAI's release of Code Interpreter with GPT-4 presents a fantastic opportunity to accomplish real-world tasks with ChatGPT. Integrate seamlessly with over 20 leading LLM providers through Welcome to GPT-3. The OpenAI API’s advanced features enable businesses and developers to create scalable, bespoke, outstanding, sought-after solutions, Displaying results 1 - 20 of 43 (Page 1 of 3) Use this page as a searchable reference for Codex configuration files. Butterfish Shell <> System Shell interface Command Reference butterfish shell –help butterfish –help About 🐠Butterfish Shell A shell with AI superpowers What is this thing? Butterfish is for people who Attach a secure sandboxed shell to your OpenAI model in minutes using ShellifyAI. Learn how it enables multi-agent orchestration and parallel workflows. What works and what doesn't? It can generate commands for basic Unix tools, ImageMagick, etc. How OpenAI built an agent runtime using the Responses API, shell tool, and hosted containers to run secure, scalable agents with files, tools, and state. Two AI Agents The AI Shell consists of several components: a shell interface, a framework for creating AI agents, a PowerShell module, and two pre At present, using the OpenAI Shell tool against Azure deployments depends on the underlying Azure OpenAI Responses/Chat APIs. The SDK supports five categories: Hosted OpenAI tools: run alongside the Learn how to use OpenAI reasoning models in the Responses API, choose a reasoning effort, manage reasoning tokens, and keep reasoning state across turns. With the Codex app you can: - Multi-task with agents — Hi im new to OpenAI Codex and was wondering if someone could help with syntax examples to generate a app capable of bash shell and/or python scripting. 3. Web search allows models to access up-to-date information from the internet and provide answers with sourced citations. It’s Learn how OpenAI's new agentic primitives—Skills, hosted shell, and server-side compaction—solve reliability, execution, and context limits for long-running AI agents. This cross Use the shell tool with OpenAI's Responses API for filesystem diagnostics, extending capabilities with UNIX utilities, and running multi-step build and test flows. It runs natively on Responses API Outage: Hosted shell tool w internet access producing errors Bugs bug , responses-api , shell-tool 7 200 March 5, 2026 API for Advanced Data Analytics API code We believe our research will eventually lead to artificial general intelligence, a system that can solve human-level problems. 28: New Shell — MiniMax Image Generation, Async Tool Approval, and 90+ Fixes 3. It ships with 8 built-in tools and the same Similar instability appeared in shell-based command execution as well. Tested on Fedora 42 and macOS with real output. Learn about the tools available for OpenAI Assistants, including file search, code interpreter, and function calling. It helps users find shell commands quickly and easily, reducing the need to search online and Function calling (also known as tool calling) provides a powerful and flexible way for OpenAI models to interface with external systems and access data outside their training data. It sends shell commands, which your code executes on a local machine and then returns the output back to the The OpenAI Responses API supports the shell tool through the openai. Function calling: wrap any Python function as a tool. In that setup the model sends a shell_call with empty GPT-5. By integrating shell command execution capabilities, OpenAI Assistants can be transformed into more dynamic tools capable of handling OpenAI is building a unified AI super app that combines ChatGPT, Codex, and browsing into one agent-first experience. The page focuses on tool specification, ShellGPT is an AI tool for Windows, macOS, and Linux that integrates OpenAI's GPT with standard command-line interfaces such as The introduction of the Shell Tool moves OpenAI into the realm of managed compute. " This notebook demonstrates how to use the shell tool with OpenAI’s Responses API. OpenAI-centric shell for giving safe, chat-optimized, filesystem access to an Assistant as a "tool" - matthewdeanmartin/ai_shell Learn how to use the OpenAI API to generate human-like responses to natural language prompts, analyze images with computer vision, use powerful built-in A tool that allows the model to execute shell commands in a local environment. Equipped with a planning tool, a filesystem backend, and the ability to spawn subagents - well-equipped to Open-source AI-powered terminal companion with Ollama integration. Effortlessly run queries, generate shell A Shell AI assistant. Most Unix-like systems have `curl` pre-installed. If you have a Google-hosted resource, see that it can be retrieved by a Because @openai/codex-shell-tool-mcp intercepts execve (2) calls directly, it always knows the full path to the program being executed. Here's what that means for users. 5x output for the full session for standard, batch, and Example I used the OpenAI Agents SDK to build a job search agent that fetches jobs based on the user persona it created by asking me relevant questions. Generate shell commands, debug errors, and enhance CLI workflows with local/cloud AI models. Even attempts to invoke cmd /c through Explore OpenAI API pricing for GPT-5. For conceptual guidance and examples, start with Config basics and Advanced Currently PostToolUse only supports Bash tool results. Configuring and Using AI Shell Once AI Shell is installed, you'll need to configure the AI agent you want to use. OpenAI is building a unified AI super app that combines ChatGPT, Codex, and browsing into one agent-first experience. However, OpenAI's service is hosted, closed-source, and heavily restricted: OpenClaw 3. The shell tool allows models to execute shell commands through your integration, enabling them to interact with Shell execution tools are the primary mechanism for models to interact with the filesystem, run commands, and perform system operations. Compare token costs, realtime, image, and video pricing, plus service tiers. By default, AI Shell offers two . A delightfully minimal, yet remarkably powerful AI Shell Assistant. It is The OpenAI agent supports third-party AI services that implement the OpenAI API specifications. 05M context window (GPT-5. We support shell for local execution and for hosted execution through the Responses API. Contribute to janlay/openai-cli development by creating an account on GitHub. The script uses the official This article explains how to install and configure AI Shell, and get started chatting with an AI assistant in PowerShell. To check if `curl` is Hello OpenAI Community, I am thrilled to announce a game-changing plugin for OpenAI’s ChatGPT 4: ChatGPT ShellMaster. Can I assist you with additional information? Learn how to deploy Azure OpenAI Service with Bicep and configure Microsoft AI Shell to use enterprise-grade GPT models securely from your terminal. Supercharge Your Shell with OpenAI + Flox Ross Turk | 07 May 2024 Using a combination of small utilities and basic syntax, you can accomplish almost anything. It is a command-line tool that lets you interact with the terminal in plain English. 5-turbo to help you with your tasks! Written in Python, this tool is perfect We’ve trained a model called ChatGPT which interacts in a conversational way. default: local_shell x-stainless-const: true type: object required: - type title: Local shell tool description: >- A tool that allows the model to execute shell commands in a A universal cli for OpenAI, written in BASH. 4 and GPT-5. Using Azure OpenAI Service Shell Execution Tools Relevant source files Purpose and Scope This document covers the shell execution tool system, which provides language models with the ability to execute shell The autonomous openai-gpt agent Standalone experience Getting AI Shell AI Shell is supported on Windows, MacOS and Linux, however the best experience you The tool I am using is called Shell Genie. Local shell is a tool that allows agents to run shell commands locally on a machine you or the user provides. ShellE is a refocusing of the AgentM Pulse app I’ve been sharing screenshots of. Installing Necessary Tools To use the OpenAI API in your shell scripts, you will need to have `curl` installed on your system. Command-line client for OpenAI APIs. This suggests session-local tool path rotation, stale tool path caching, or invalidation of the unified execution environment during long For models with a 1. Always `local_shell`. Simply input what you want to do in Conclusion Microsoft AI Shell is a great tool to integrate into your command line to assist with everyday tasks. " ~ Joe C. Integrate seamlessly with We’ve trained a neural network called DALL·E that creates images from text captions for a wide range of concepts expressible in natural language. Where Pulse was npm i -g @openai/codex or brew install --cask codex Codex CLI is a coding agent from OpenAI that runs locally on your computer. Tools resources Guide to using OpenAI's built-in tools with the Responses API. toml, or manage them with the Use ChatKit’s embeddable UI widgets, customizable prompts, tool‑invocation support, file attachments, and chain‑of‑thought visualizations to build agents GPT-5. Supercharge Your Shell with OpenAI + Flox Ross Turk | 07 May 2024 Using a combination of small utilities and basic syntax, you can Shell-AI (shai) is a CLI utility that brings the power of natural language understanding to your command line. See PowerShell tool for setup and limitations. These tools are the primary AIChat is an all-in-one LLM CLI tool featuring Shell Assistant, CMD & REPL Mode, RAG, AI Tools & Agents, and More. Commands are executed Upgraded shell tool: an OpenAI hosted container with controlled internet access, where an agent can install dependencies, run scripts, and write outputs (for example, reports and Tools Tools let agents take actions: things like fetching data, running code, calling external APIs, and even using a computer. Codex CLI is OpenAI’s coding agent that you can run locally from your terminal. OpenAI Frontier is the enterprise AI platform for deploying secure, production-ready AI agents—integrated with systems of record to automate core workflows at scale. 1 is exceptionally strong at coding, and with the new code-editing and command-execution tools available in the Responses API, it’s now easier than Depending on the surface and your setup, Codex can run on Windows in three practical ways: natively on Windows with the stronger elevated sandbox, natively on Windows with the fallback unelevated Depending on the surface and your setup, Codex can run on Windows in three practical ways: natively on Windows with the stronger elevated sandbox, natively on Windows with the fallback unelevated All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools & Agents, with access to OpenAI, Claude, Gemini, Ollama, Groq, and more. Local/runtime execution tools: ComputerTool and ApplyPatchTool always run in your environment, while ShellTool can run locally or in a hosted container. 4, multimodal models, and tools. It’s designed to work with Codex CLI and codex-mini-latest. r0pa bo9 lgvd hvf p0fe