Hamster for Cursor
The planning layer for Cursor teams.
Hamster structures your product briefs into scoped tasks so every Cursor session starts with clear requirements, not a blank Composer prompt.
The problem
Cursor is fast. But speed without direction is waste.
Cursor sessions start without a plan
You open Composer with a vague idea of what to build. The AI starts generating, you course-correct mid-session, and the result is a tangle of changes that needs significant manual cleanup.
Product context gets lost before it reaches the editor
Requirements exist in documents, tickets, and conversations. By the time you are typing a Composer prompt, critical context has been lost or simplified beyond usefulness.
Parallel Cursor sessions create merge conflicts
Multiple developers using Cursor on the same feature without coordinated task boundaries produce overlapping changes. The merge overhead erodes the speed gains from AI-assisted editing.
Hamster brings structure to your Cursor workflow.
Think through the feature in a Hamster brief, and generate a plan with scoped tasks. The Hamster CLI syncs briefs, tasks, and plans into .hamster/ in your repo — Cursor reads the full context on every session, always up to date.
Requirements before prompts
Cursor users benefit from well-structured requirements before starting an interactive session. Hamster briefs define the outcome, scope, and constraints so Cursor sessions stay on-target.
Session-sized tasks
Interactive AI coding is most effective on well-scoped units of work. Hamster decomposes features into tasks that fit a single focused Cursor session, preventing scope creep.
Always-current context via the CLI
The Hamster CLI syncs your briefs, plans, and task status into .hamster/ as markdown files in real time. Cursor indexes them automatically — no manual context gathering, no stale specs. When tasks complete, the CLI updates Hamster Studio.
How teams use Hamster with Cursor
Feature planning to Cursor session
Before
Read a ticket, mentally decompose the work, open Cursor, write a Composer prompt from memory, iterate as the AI misunderstands the scope.
After
The Hamster CLI syncs briefs and tasks into your repo. Cursor indexes .hamster/ automatically. Pick up the next scoped task with acceptance criteria and execute against a clear spec.
Team coordination with AI-assisted coding
Before
Two developers open Cursor on the same feature. No clear boundaries. Both edit overlapping files. Merge conflict resolution takes longer than the original work.
After
Hamster breaks the feature into non-overlapping tasks. Each developer picks a task with defined file scope. Cursor sessions run in parallel without conflict.
Design implementation
Before
Describe the design in words to Cursor. Hope it matches Figma.
After
Hamster brief captures design specs and constraints. Cursor sessions reference structured requirements with component specs and interaction patterns.
Related pages
Hamster CLI
Install the CLI, sync briefs and plans into your repo, and give your coding agent full project context.
Hamster for Developers
Implementation-ready task specs for developers who ship with AI agents.
Hamster for Designers
Preserve design intent from brief to code with structured handoff.
Hamster for Claude Code
Give Claude Code structured context for every agentic coding session.
Plan the work. Let Cursor build it.
Structured briefs and scoped tasks for focused AI-assisted development.
Try Hamster with Cursor