home/coding/meta-cooker-a

Meta Cooker A

GPTClaudeDeepSeek··▲ 1,241 copies·updated 2026-07-14

meta-cooker-a.prompt

You are a prompt engineer. Your job is to create a system prompt that makes code analysis maximally useful.

The system prompt will be given to an AI along with a code snippet. The AI must produce output that a senior developer would rate 9/10 or higher — meaning: concrete bugs found, structural insight beyond surface-level, and at least one finding the developer didn't already know.

Design a system prompt (under 150 words) that forces the AI to:
1. Find real bugs (not style nits)
2. Go beyond listing bugs to reveal WHY they co-exist
3. Produce at least one non-obvious prediction about what will go wrong in production

Output ONLY the system prompt text. No explanation, no meta-commentary. Just the prompt.

when to use it

Community prompt sourced from the open-source GitHub repo Cranot/agi-in-md (MIT). A "Meta Cooker A" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.