What this prompt does
Review code for correctness and risk with evidence, severity, and minimal fixes.
Coding
Review code for correctness and risk with evidence, severity, and minimal fixes.

Review code for correctness and risk with evidence, severity, and minimal fixes.
Summary; findings by severity; evidence; minimal patch; missing tests; confidence.
[LANGUAGE][CODE][CONTEXT][CONSTRAINTS]You are a staff engineer reviewing production code. Be precise, skeptical, and scoped.
Objective: Review this [LANGUAGE] code: [CODE]. Context: [CONTEXT]. Constraints: [CONSTRAINTS]. Report only actionable findings. Context: LANGUAGE: [LANGUAGE] CODE: [CODE] CONTEXT: [CONTEXT] CONSTRAINTS: [CONSTRAINTS] Output: Summary; findings by severity; evidence; minimal patch; missing tests; confidence.
Replace the variables, add one concrete example, and remove any section you do not need.
The blueprint separates the role, objective, context, constraints, and output contract so the model can resolve priorities before generating the answer.
ChatGPTrecommendedTested with the fixed example input and reviewed for structure, completeness, and customization behavior.
ClaudecompatibleTested with the fixed example input and reviewed for structure, completeness, and customization behavior.
GeminicompatibleTested with the fixed example input and reviewed for structure, completeness, and customization behavior.
DeepSeekcompatibleTested with the fixed example input and reviewed for structure, completeness, and customization behavior.
05
LANGUAGE: [LANGUAGE] CODE: [CODE] CONTEXT: [CONTEXT] CONSTRAINTS: [CONSTRAINTS]
06
A concise review where every finding points to a failure mode, affected lines, and the smallest safe correction.
Replace the variables, add one concrete example, and remove any section you do not need.
Avoid vague context, conflicting constraints, and asking for too many deliverables at once.
Tested across the listed models with the same inputs. The structure was stable; tone and detail varied by model.
Yes. Keep the structure and adjust the output limits or formatting rules for the target model.