FixKit AI

Loop/Prompt Library / Loops from builders on X

๐Ÿ” Three AIs check your research

Splits research into three jobs: one AI finds where each claim came from, one checks what the sources really say, and one tries to poke holes. Only claims that survive are kept.

Use it when: You need an answer you can trust, and one AI alone sometimes makes things up.

๐Ÿ›‘ Stops when: Every claim in the final answer survived all three checks, or the round limit is hit.

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Question: [question]. Step 1 (Scout): find where each key claim first came from, with links. Step 2 (Checker, a different AI if you can): read each source and say what it really proves, not what people say it proves. Step 3 (Critic, another AI): attack the draft answer and list weak spots. Fix the weak spots, then repeat steps 2 and 3, at most [3] rounds. Keep only claims that survive. Label each one: well supported, partly supported, or unknown. Stop when no new weak spots turn up, or after round 3. Show me the answer, the sources, and what was thrown out.

Review every change the agent makes before you keep it. Set a budget or round limit โ€” the prompt includes one.

Found on X ยท by @SolSt1ne. Prompt rewritten in plain English by FixKit AI.

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