Hamster for Copilot
Hamster syncs briefs, plans, and team decisions into your repo. Copilot reads them alongside your code — suggestions that fit your actual requirements.
The problem
Copilot autocompletes based on surrounding code. It does not know the product requirements, the team constraints, or the acceptance criteria for the feature you are building.
Copilot Agent can handle multi-file tasks, but it needs well-scoped instructions. A vague issue title produces vague output. The quality of what goes in determines what comes out.
Each developer prompts Copilot independently. There is no shared understanding of what the feature should do, what was already decided, or what remains.
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/ — Copilot reads the full brief alongside your code.
The Hamster CLI syncs briefs, tasks, and plans into .hamster/ as markdown. Copilot can reference them for suggestions that match your actual product requirements.
Hamster decomposes features into well-bounded tasks with acceptance criteria. Copilot Agent executes against clear specs instead of vague issue titles.
The Hamster CLI keeps .hamster/ files in sync in real time. Every Copilot session starts with current context — no manual gathering, no stale specs.
Before
Open a file, start typing, and hope Copilot infers the right implementation from the code around it.
After
The Hamster CLI syncs the brief into your repo. Copilot references .hamster/ files for suggestions that match the spec your team aligned on.
Before
Point Copilot Agent at an issue with a title and a sentence of description. Review the PR and find it missed half the requirements.
After
Hamster generates scoped tasks with acceptance criteria. Copilot Agent reads the full task spec from .hamster/ and delivers code that matches.
Before
Three developers use Copilot on the same feature. No shared context. Overlapping implementations and merge conflicts.
After
Hamster breaks the feature into non-overlapping tasks. Each developer works against a clear spec. Copilot sessions run in parallel without conflict.
Install the CLI, sync briefs and plans into your repo, and give your coding agent full project context.
Plan outside the editor, build inside it with scoped Cursor sessions.
Give Claude Code structured context for every agentic coding session.
Implementation-ready task specs for developers who ship with AI agents.
Structured briefs and scoped tasks for focused AI-assisted development.
Try Hamster with Copilot