Browse AI Agents & MCP SECTION 2: System Prompts & Agent Instructions

The Prompt Review

3 fill-in slots · from The AI Prompt Handbook for AI Agents & MCP

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The Prompt Review

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.

Highlighted [slots] are still empty. Downloads are plain .txt — paste into any AI assistant.