PPQS
WILD CORPUS · live_scrape

PQS 27 (F) - prompt from docs.anthropic.com

Source: docs.anthropic.com · Scraped 2026-05-04 · Scored 2026-05-04

Score

F
27 / 80
cloud_optimize · cloud · pqs-v2.0 · latest (no canonical)
Clarity4 / 10
Specificity5 / 10
Context3 / 10
Constraints6 / 10
Output format2 / 10
Role definition2 / 10
Examples1 / 10
CoT structure4 / 10
Top fixes
  • The optimization transforms a vague meta-instruction into an actionable framework with clear decision criteria, structured thinking steps, role definition, and concrete examples.

The prompt

Thinking adds latency and should only be used when it will meaningfully improve answer quality — typically for problems that require multi-step reasoning. When in doubt, respond directly.

This prompt was scraped from a public source. The score reflects the input as written, not the quality of any output it produced. The AI input quality problem is the gap between what people type and what the model can act on.