Scope the Query
Filter the search; don't pull your whole inbox or database.
Where you'll practice this
2 Promptles scenarios teach this principle directly. Each one drops you into a real engineering ticket and asks you to write the prompt you'd send to Claude Code.
Search, Don't Scrape Your Inbox
Your Gmail MCP server is connected. A teammate tried 'read my email and tell me what's important' and Claude started pulling thousands of messages, paginated for a long time, and handed back a summary dominated by newsletters and receipts. What you actually need is small and…
Filter the Database
Your Notion MCP server is connected, and your team's Projects database has about 600 rows going back three years. You asked 'which projects are at risk?' and Claude read the entire database, ran long, and mixed archived and finished projects into the answer. You don't want all…
Other principles in Context
Declare the Tools You Need
Name the tool or MCP server by name, and say what to do if it isn't reachable.
Describe Before You Prescribe
Describe the Data Shape
Claude can't clean data it can't picture.
Explain the Integration Point
Keep Memory Reusable
Save patterns and preferences that survive across sessions; never save snapshots of finished work.
Map to Real Components
Use Code Connect so it reuses your components, not new markup.