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Claude Tips & Tricks
Prompt Engineering beginner

Ask Claude to Rate Its Own Confidence

Make Claude tell you how sure it is about each part of its answer. Low confidence = do your own research.

Claude sounds equally confident whether it’s right or making something up. This prompt fixes that.

The Prompt

For each claim or recommendation you make, rate your
confidence from 1-10. If anything is below a 7, flag it
and explain why you're unsure.

What you get

Instead of a wall of text that all sounds equally authoritative, you get something like:

  • Use connection pooling for Postgres (9/10)
  • Set pool size to 20 for this workload (5/10, depends on your specific traffic patterns, benchmark this)
  • PgBouncer is better than built-in pooling (6/10, this has changed recently, worth checking current benchmarks)

Now you know exactly which parts to trust and which to verify.

Variations

Binary version:

After your answer, list which parts you're very confident
about and which parts you're guessing on.

With sources:

Rate your confidence on each point. For anything below 8,
tell me what I should search for to verify it myself.
Paste into Claude Code
For each claim or recommendation you make, rate your confidence from 1-10. If anything is below a 7, flag it and explain why you're unsure.