Hamster for Grok

The planning layer for Grok.

Hamster syncs briefs, plans, and team decisions into your repo. Grok reads them directly — full context on every session.

The problem

Grok needs structured input to deliver structured output.

Prompts lack product context

Grok generates from what you describe. Without structured requirements, it fills gaps with assumptions that may not match your team decisions.

Features need decomposition

Asking Grok to build a full feature in one go produces sprawling output. Someone has to break the work into focused chunks.

No persistent context across sessions

Each Grok session starts fresh. It does not remember what was decided, what was completed, or what constraints apply.

Hamster structures work for Grok.

Write a brief in Hamster, and AI expands it into a full spec. Generate a plan with scoped tasks. The Hamster CLI syncs everything into .hamster/ — Grok reads the full context directly.

Structured briefs as input

Grok sessions start with requirements, constraints, and acceptance criteria instead of ad-hoc prompts.

Task-sized units of work

Hamster decomposes features into tasks that fit a single focused session, preventing scope creep.

Always-on context via the CLI

The Hamster CLI syncs briefs, tasks, and plans into .hamster/ as markdown files in real time. Grok reads them on every action.

How teams use Hamster with Grok

Feature implementation

Before

Describe the feature in a prompt. Hope Grok infers the right scope.

After

The Hamster CLI syncs the full brief into your repo. Grok reads .hamster/ files and builds against the spec.

Multi-session work

Before

Re-explain remaining work each session. Track progress manually.

After

The CLI keeps task status in sync. Each session picks up where the last one left off.

Team coordination

Before

Developers using Grok independently have no shared context.

After

Hamster breaks features into non-overlapping tasks. Everyone works from the same brief and plan.

Give Grok the context it needs.

Structured briefs and scoped tasks for focused AI-assisted development.

Start building with Hamster