SShipLog AI
Tool Guides2026-02-131 min readShipLog Team

Setting up Cursor for Maximum Productivity

Recommended project conventions and agent patterns to move faster with fewer regressions.

cursorproductivityengineering

Configure your project guardrails first

Define lint, typecheck, and test commands in the repo before heavy AI usage.

Create reusable prompts by task type

  • Bug triage template
  • Feature implementation template
  • Refactor safety template

Keep the agent grounded in local context

Point the assistant to PRD, migrations, and architecture docs first. This improves decisions and reduces rework.

Require verification on every pass

Always ask for exact changed files and command outputs. Fast feedback prevents silent regressions.

Track workflow changes in your changelog

When team velocity changes due to tooling, capture it as an improvement entry for visibility.

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