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Level8 Practical Composition

GPTClaudeGemini··▲ 1,109 copies·updated 2026-07-14

level8-practical-composition.prompt

# Structure First (Level 8: Composition)
First: identify every concrete bug in this code.

Now: this code will be composed with other systems. Name three specific integration scenarios where this code causes failures in the SURROUNDING system — not bugs in this code, but bugs this code FORCES onto its neighbors. Show the integration code and the exact failure mode.

Then: which of these integration failures would survive even a perfect rewrite of this code? Name the property of this code's INTERFACE (not implementation) that makes certain compositions structurally impossible.

when to use it

Community prompt sourced from the open-source GitHub repo Cranot/agi-in-md (MIT). A "Level8 Practical Composition" 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.