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prompt2task
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About prompt2task
A local-first CLI that transforms natural language prompts into structured coding tasks, interacts with AI providers, and stores all data locally in an SQLite database. It is designed for developers who work with AI prompts, enabling them to describe desired outcomes in plain language and receive structured outputs. The tool auto-detects project types such as React, Laravel, or WordPress, and streams AI responses back to the user while maintaining a full history of tasks. All data remains on the user’s machine, with no telemetry or remote storage required. Users can initialize the tool with their preferred AI provider, configure settings, and manage tasks entirely offline. The SQLite history supports full-text search and JSON output, allowing for easy inspection and filtering of past tasks.
Key features
- Converts natural language prompts into structured tasks
- Auto-detects project frameworks
- Stores history in local SQLite database
- Supports OpenAI and Claude providers
- Full-text search across prompts and responses
- JSON output for task inspection
- Secure credential storage with 0600 permissions
- Configurable via terminal commands
Use cases
- Converting vague project ideas into structured coding tasks
- Reviewing past AI-generated tasks for debugging or reference
- Streaming AI responses directly to the terminal for immediate feedback
Pros
- Local-first with no telemetry
- Auto-detects project types like React, Laravel, or WordPress
- Stores history in local SQLite with full-text search
- Zero configuration required for basic use
- Supports streaming AI responses
Cons
- Requires installation via npm
- Limited to CLI-based interaction
- No built-in collaboration features
Frequently asked questions about prompt2task
What is prompt2task?
prompt2task is a local-first CLI tool that converts natural language prompts into structured coding tasks, interacts with AI providers, and stores all data locally in an SQLite database.
Who is prompt2task designed for?
It is designed for developers who work with AI prompts, enabling them to describe desired outcomes in plain language and receive structured outputs.
How does prompt2task handle AI provider integration?
Users can initialize the tool with their preferred AI provider, such as OpenAI or Claude, by running the init command and providing their API key.
Does prompt2task require an internet connection to function?
No, prompt2task is a local-first tool that operates entirely offline, with all data stored on the user’s machine and no telemetry or remote storage required.
Can I search through my past tasks in prompt2task?
Yes, the SQLite history supports full-text search and JSON output, allowing users to inspect, filter, and search past tasks easily.
How do I get started with prompt2task?
Users can install prompt2task globally using npm, initialize it with their AI provider, and start converting prompts into tasks with the run command.
