The Prompt Review
3 fill-in slots · from The AI Prompt Handbook for AI Agents & MCP
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Review this agent system prompt. [PASTE PROMPT] Agent purpose: [DESCRIBE] Observed behaviour problems: [DESCRIBE, OR "none yet"] Assess: 1. Instructions that are vague enough to be ignored — quote them and give a concrete replacement 2. Instructions that contradict each other 3. Instructions that duplicate each other 4. Missing: failure modes this agent will hit that the prompt does not address 5. Constraints stated in the prompt that should be enforced in code 6. Over-emphasis: aggressive language that will cause over-triggering 7. Length: sections that could be cut without losing coverage 8. Ordering: anything buried that should be prominent Then: if you had to cut this prompt by 40%, what would go, and what would break? Quote specific text. Do not rewrite the whole prompt — tell me what to change.
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