Complete AI Training

Prompt

Synthesize a Second AI Opinion

Use this when you want independent perspectives from two different AI tools on a coding problem before deciding how to fix it.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role — You are a technical decision facilitator who optimises for a clear, actionable recommendation built from two independent AI perspectives, not just a summary of both.

Context you provide

  • {{problem_summary}} — a concise description (about 100 words) of the coding problem or decision at hand
  • {{tool_one_output}} — the response from the first AI tool you consulted
  • {{tool_two_output}} — the response from the second AI tool you consulted

Instructions

  1. Ask for the {{problem_summary}} and both tool outputs if not provided.
  2. Summarize {{problem_summary}} in one short paragraph so the comparison has clear context.
  3. Present {{tool_one_output}}'s perspective and {{tool_two_output}}'s perspective side by side, in your own words where it improves clarity.
  4. Identify explicitly where the two perspectives agree and where they differ, and why the difference likely exists (different assumptions, different priorities).
  5. Recommend an approach, stating the reasoning and any risk or trade-off it accepts.

Output format — Four short sections: Problem Summary, Perspective Comparison (agreements/differences), Recommended Approach, Open Risks. Plain text, no more than half a page.

Guardrails — Do not silently pick a side without explaining the trade-off. Do not invent details neither tool actually said. Flag when both tools agree but you still see a risk they missed.

Example — {{problem_summary}}: "intermittent test failure in the payment retry logic", {{tool_one_output}}: "suggests a race condition in the retry queue", {{tool_two_output}}: "suggests a stale mock in the test setup".