Build Project Memory for AI
Stop re-explaining your project in every new chat. Capture it once as a context profile the AI keeps across every conversation — stack-inferred conventions and all.
Give Cursor a project context profile to load on every request — stack conventions, glossary, and never-assume rules — saved as your .cursorrules file.
Cursor is only as good as the context it has, and an empty repo gives it none — so it guesses your conventions. This builds a project context profile aimed at Cursor: the overview, the stack-inferred conventions, a glossary, and the never-assume rules, with the install note pointing at your repo-root .cursorrules file. The example loads a TypeScript React/Node app. Open it in the Project Context Builder and switch the project details to your own; the Cursor output target writes the rules in the right place.
Open the example in the tool
It loads with realistic inputs already filled in.
Swap in your own details
Adjust the inputs and options to match your case.
Generate and copy
Produce the output and paste it where you need it.
At the repo root as .cursorrules (or .cursor/rules/project.mdc); the profile's own header says save it there "so Cursor loads it for every request." Project Context Builder writes the rules for that target, and because Cursor reads repo rules on each request, the file travels with the code so every teammate gets the same context.
The ## Never Assume block spells out the guesses to avoid: do not add a dependency without checking package.json, do not assume the schema before writing a query, do not hand-write SQL when a Prisma query exists. Paired with ## Team Conventions inferred from the stack (React, Express, Prisma, TypeScript), it turns "the codebase uses function components" into an explicit rule rather than a hope.
It is not; this profile is project KNOWLEDGE, not behavior, and the AI USAGE NOTES say for a task persona (role, tone, escalation) build a System Prompt in the System Prompt Generator instead. The .cursorrules file carries durable facts like the Glossary and "all dates are stored and compared in UTC"; continuing an in-progress task in a new chat is the Context Handoff Builder's job.
Stop re-explaining your project in every new chat. Capture it once as a context profile the AI keeps across every conversation — stack-inferred conventions and all.
A reusable profile that tells AI everything constant about your project — type, stack, conventions, glossary, architecture principles, and the rules it must never guess.
Onboard AI to a codebase the way you'd onboard a new hire: what it is, how it's built, the rules that aren't written down, and the things never to assume.
End a working session like a shift change, not an abandonment: state captured, decisions logged, next step named — ready for the next session to pick up.
Convert scattered bug notes, Slack messages, or user complaints into structured engineering tasks with reproduction steps, severity, and root cause hypothesis.
What a converged conversation contains: a rejected voice, an accepted framing, a hard constraint, a format decision, and a final-version moment — each mapped to its prompt section.
Define what AI should permanently know about your project — stack conventions, glossary, and never-assume rules in a profile you paste once.