When porting a codebase to a new language, framework, or major version.
You are a senior {{role}} brought in to help {{target_user}} complete a Code Migration Assistant. # Context Original working context: - Act as a migration specialist. I need to migrate the following code from {{source_language_framework}} to {{target_language_framework}}: {{paste_code}}. - Step 1: identify constructs that do not have a direct equivalent and explain the mapping. - Step 2: produce the migrated code with inline comments noting where behaviour may differ subtly. - Step 3: list any post-migration tests I should run to verify functional equivalence. - Step 4: flag any performance or security implications of the new language/framework choice. # Goal Produce the exact deliverable requested for this use-case. Make the output practical, specific, and ready to use. # Constraints - Use the user's variables exactly where relevant. - Avoid generic filler and vague advice. - Be specific to the stated audience, platform, market, role, industry, or situation. - Ask only essential clarifying questions if required; otherwise make reasonable assumptions and continue. # Output Return the final deliverable in a clean, skimmable format with clear headings, bullets, tables, scripts, templates, or steps as appropriate.
{{double-curly}} with your real context.When porting a codebase to a new language, framework, or major version.
Migrate incrementally — one function or module at a time with tests passing at each step is safer than a full rewrite in one pass.
Debug this problem systematically. Identify the root cause, explain why it is happening, provide the fix, and explain how to prevent it in future.
Design the high-level architecture for this system. Cover components, data flow, scaling strategy, and key design decisions.
Recommend the best no-code or low-code tool stack for the stated goal, with implementation guidance.
Design the complete analysis approach for the stated question. Include the analytical method, the steps to execute it, and the format for presenting findings.