Plan Creation

Create an implementation plan that is fully self-contained — an agent with zero prior context must be able to execute it without asking clarifying questions.

Plan Sections

Each section serves a specific purpose for zero-context agents:

• Problem Statement: what is wrong, missing, or insufficient. Ground this in specifics, not abstractions.
• Intent: what exactly is going to be done to address the problem, at a high level.
• Motivation: the deep WHY. Not a restatement of the task or intent, but the actual motivation: what need or pain drives it, why it matters, why it is being solved now rather than later, and the consequences of postponing it. This section should be deep enough to serve as a historical record of reasoning. This is the most crucial section and it must never be skipped. Motivation always comes from the user — if they have not provided it explicitly, it MUST be elicited from them. Do not fabricate motivation; that is worse than omitting the section entirely.
• Context: surrounding context of the problem. Do not rephrase the problem — add meaningful information. If there is genuinely nothing to add, skip this section. But consider carefully: is there really nothing to add, or is the information simply unknown? Context often lies outside the codebase, so go the extra mile to find it.