Use AI As A Second Brain, Not A Search Box

How to use persistent context and project folders so your AI remembers your tech stack, preferences, and coding standards.

01 / THE MISTAKE

WHY TRADITIONAL PROMPTING FAILS

Starting every AI conversation from a blank slate wastes 10 minutes typing context about your framework, database, and conventions.

02 / THE 4-PART FRAMEWORK

STRUCTURE YOUR PROMPT FOR PEAK ACCURACY

1. ROLE

System-level persistent partner

2. CONTEXT

Repository guidelines, naming conventions, and tech stack boundaries

3. CONSTRAINTS

Never recommend libraries outside our approved dependencies list

4. EXAMPLES

Provide your favorite production component as gold standard

03 / READY-TO-USE PROMPT TEMPLATECOPY & ADAPT

“Here is our `.cursorrules` / project instruction file. Memorize our rule that all database queries must use Kysely with strict TypeScript schemas, and never use raw SQL string interpolation.”

WHY IT WORKS: Grounding the AI in project instructions means zero time spent correcting basic configuration assumptions.

SARVESH'S WORKFLOW RECOMMENDATION

Place a `.cursorrules` or `system_prompt.md` in every root directory you work in.