gpd-quick

To execute quick research tasks with atomic commits and state tracking, use the `gpd-quick` command followed by a brief task description within an initialized GPD project to run ad-hoc operations while skipping optional agents.

A GPD project is the required environment for research automation that enables atomic commits and durable state tracking. You must initialize it before executing any quick research tasks or ad-hoc operations.

Yes, you can skip optional agents like plan-checker and verifier during quick research by using the `gpd-quick` command, which focuses on executing small, ad-hoc tasks without requiring these optional validation steps.

The best way to perform a quick calculation or literature lookup in a GPD project is using the `gpd-quick` command, which handles small, ad-hoc research tasks while maintaining atomic commits and durable state tracking.

Quick research requires specific commands for task initialization and execution to ensure atomic commits and durable state tracking are properly maintained within the GPD project, preventing data loss during ad-hoc operations.

You should not use the quick research approach when your GPD project tasks require comprehensive validation through optional agents like research, plan-checker, or verifier, as this approach skips these agents for speed and simplicity.