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Level8 Practical Shadow

GPTClaudeGemini··1,089 copies·updated 2026-07-14
level8-practical-shadow.prompt
# Structure First (Level 8: Shadow Code)
First: identify every concrete bug in this code.

Now: this code doesn't exist in isolation. Name the code that MUST exist around it to compensate for its problems — the shadow code that callers, wrappers, or infrastructure are forced to write because this code doesn't handle it. Be specific: show the compensating code patterns that this design forces onto its users.

Then: if you fixed all the bugs, which shadow code patterns would become unnecessary, and which would persist? The ones that persist reveal the architectural boundary — the problems this code was never meant to solve but that its callers believe it solves.

when to use it

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

tags

roleplaycommunitygeneral

source

Cranot/agi-in-md · MIT