OpenAI builds and deploys advanced AI models like GPT-4o for autonomous agents and workflows.
SHOUD
$25 /moStarting price
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About SHOUD
SHOUD is an autonomous AI agent installed in the terminal that inspects workspaces, refactors imports, executes builds, and verifies test suites without requiring manual intervention. It operates locally on Mac, Linux, and Windows (WSL) with zero external dependencies, reading only necessary files and Git diffs to maintain privacy and minimize latency. The agent runs shell commands, reads and edits files, and performs Git operations, but halts for explicit approval before destructive actions, package installs, or external network calls. Changes are only marked complete after builds run, tests pass, and diffs verify the solution, ensuring outcomes are proven before proceeding. It supports checkpoint and resume functionality, allowing tasks to be paused and restarted from the exact previous state. Model selection is automatic, using Gemini 2.5 Flash for simple tasks and Gemini 2.5 Pro for complex reasoning, with options to override via command flags. The tool is designed for developers who need hands-on automation within their existing workflow, replacing manual prompt engineering with direct execution and verification from the terminal.
Key features
- Shell command execution with permission control
- File read, write, and edit operations
- Project inspection via package files and source code
- Code generation, refactoring, and linting fixes
- Build and test automation with outcome verification
- Dependency management and conflict resolution
- Git operations with approval at each step
- Smart model selection between Flash and Pro variants
Use cases
- Automating build and test processes for software projects
- Refactoring and fixing code errors across large codebases
- Managing dependencies and resolving conflicts in projects
Pros
- Runs entirely on local machine with no external dependencies
- Executes, verifies, and ships code changes autonomously
- Hands-on execution loop directly in the terminal
- Permission-gated destructive actions for safety
- Checkpoint and resume functionality for interrupted tasks
Cons
- No native Windows support outside WSL
- Requires paid subscription for full functionality
- Limited to terminal-based interaction
- No free tier available
Frequently asked questions about SHOUD
What does SHOUD do?
SHOUD is an autonomous AI agent installed in the terminal that inspects workspaces, refactors imports, executes builds, and verifies test suites without manual intervention. It operates locally, reads necessary files and Git diffs, and performs shell commands, file edits, and Git operations while halting for approval on destructive actions.
Who is SHOUD designed for?
SHOUD is designed for developers who need hands-on automation within their existing workflow. It replaces manual prompt engineering with direct execution and verification from the terminal, making it suitable for tasks requiring local execution and verification.
How does SHOUD handle privacy and security?
SHOUD never uploads entire repositories and reads only necessary files and Git diffs locally, ensuring privacy and minimal latency. Destructive actions, package installs, and external network calls require explicit user approval, maintaining full control over operations.
Does SHOUD work offline?
Yes, SHOUD operates entirely offline by reading local files and Git diffs, executing commands, and verifying outcomes without requiring an internet connection for core functionality.
How does SHOUD verify the outcomes of its actions?
SHOUD marks tasks as complete only after builds run, test suites pass, and diffs verify the solution. It does not stop until the job is proven, ensuring reliable and verified results.
Can I pause and resume tasks in SHOUD?
Yes, SHOUD supports checkpoint and resume functionality, allowing tasks to be paused and restarted from the exact previous state, which is useful for long-running or complex operations.
