La versión breve
- Los asistentes de Python pueden redactar código deprisa, pero un resultado útil es una función pequeña con tipos explícitos, ejemplos y pruebas. Estos prompts exponen los supuestos antes de escribir código.
- No pegues credenciales, datos privados de clientes ni repositorios propietarios completos en un asistente no autorizado. Ejecuta los comandos y las pruebas en tu propio entorno. Que un parche parezca correcto no demuestra que funcione.
Los asistentes de Python pueden redactar código deprisa, pero un resultado útil es una función pequeña con tipos explícitos, ejemplos y pruebas. Estos prompts exponen los supuestos antes de escribir código.
No pegues credenciales, datos privados de clientes ni repositorios propietarios completos en un asistente no autorizado. Ejecuta los comandos y las pruebas en tu propio entorno. Que un parche parezca correcto no demuestra que funcione.
Cómo usar esta colección
Elige la tarea más parecida a tu trabajo. Copia el prompt, sustituye la escena o el contexto de código genérico por tus datos y conserva las restricciones que te permitan evaluar el resultado. Cambia una variable cada vez para saber qué ha mejorado.
El método sigue la guía de ingeniería de prompts de GitHub Copilot: aporta contexto concreto y revisa el resultado, sin dar por correcta una primera respuesta bien presentada.
Prompts de diagnóstico
Este grupo se centra en el diagnóstico. Facilita tu código y el comando de pruebas antes de aceptar la respuesta.
1. Un importador de CSV
Help with a CSV importer in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then state competing hypotheses, request a minimal reproduction and identify evidence that separates them. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Ejecuta la reproducción propuesta antes de aplicar un parche.
2. Una utilidad de normalización de fechas
Help with a date normalization utility in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then state competing hypotheses, request a minimal reproduction and identify evidence that separates them. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Ejecuta la reproducción propuesta antes de aplicar un parche.
3. Un analizador de registros
Help with a log parser in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then state competing hypotheses, request a minimal reproduction and identify evidence that separates them. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Ejecuta la reproducción propuesta antes de aplicar un parche.
4. Un cliente HTTP con reintentos
Help with a retrying HTTP client in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then state competing hypotheses, request a minimal reproduction and identify evidence that separates them. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Ejecuta la reproducción propuesta antes de aplicar un parche.
5. Un informe de línea de comandos
Help with a command-line report in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then state competing hypotheses, request a minimal reproduction and identify evidence that separates them. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Ejecuta la reproducción propuesta antes de aplicar un parche.
6. Un detector de duplicados
Help with a duplicate detector in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then state competing hypotheses, request a minimal reproduction and identify evidence that separates them. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Ejecuta la reproducción propuesta antes de aplicar un parche.
7. Un renombrador de archivos
Help with a file renamer in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then state competing hypotheses, request a minimal reproduction and identify evidence that separates them. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Ejecuta la reproducción propuesta antes de aplicar un parche.
8. Una capa de validación de datos
Help with a data validation layer in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then state competing hypotheses, request a minimal reproduction and identify evidence that separates them. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Ejecuta la reproducción propuesta antes de aplicar un parche.
9. Una tarea en segundo plano
Help with a background task in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then state competing hypotheses, request a minimal reproduction and identify evidence that separates them. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Ejecuta la reproducción propuesta antes de aplicar un parche.
10. Una refactorización de notebook a módulo
Help with a notebook-to-module refactor in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then state competing hypotheses, request a minimal reproduction and identify evidence that separates them. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Ejecuta la reproducción propuesta antes de aplicar un parche.
Prompts de implementación
Este grupo se centra en la implementación. Facilita tu código y el comando de pruebas antes de aceptar la respuesta.
11. Un importador de CSV
Help with a CSV importer in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then make the smallest change that satisfies the stated behavior and show a focused diff. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Revisa el diff para detectar cambios ajenos a la tarea y accesos a datos no previstos.
12. Una utilidad de normalización de fechas
Help with a date normalization utility in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then make the smallest change that satisfies the stated behavior and show a focused diff. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Revisa el diff para detectar cambios ajenos a la tarea y accesos a datos no previstos.
13. Un analizador de registros
Help with a log parser in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then make the smallest change that satisfies the stated behavior and show a focused diff. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Revisa el diff para detectar cambios ajenos a la tarea y accesos a datos no previstos.
14. Un cliente HTTP con reintentos
Help with a retrying HTTP client in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then make the smallest change that satisfies the stated behavior and show a focused diff. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Revisa el diff para detectar cambios ajenos a la tarea y accesos a datos no previstos.
15. Un informe de línea de comandos
Help with a command-line report in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then make the smallest change that satisfies the stated behavior and show a focused diff. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Revisa el diff para detectar cambios ajenos a la tarea y accesos a datos no previstos.
16. Un detector de duplicados
Help with a duplicate detector in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then make the smallest change that satisfies the stated behavior and show a focused diff. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Revisa el diff para detectar cambios ajenos a la tarea y accesos a datos no previstos.
17. Un renombrador de archivos
Help with a file renamer in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then make the smallest change that satisfies the stated behavior and show a focused diff. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Revisa el diff para detectar cambios ajenos a la tarea y accesos a datos no previstos.
18. Una capa de validación de datos
Help with a data validation layer in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then make the smallest change that satisfies the stated behavior and show a focused diff. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Revisa el diff para detectar cambios ajenos a la tarea y accesos a datos no previstos.
19. Una tarea en segundo plano
Help with a background task in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then make the smallest change that satisfies the stated behavior and show a focused diff. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Revisa el diff para detectar cambios ajenos a la tarea y accesos a datos no previstos.
20. Una refactorización de notebook a módulo
Help with a notebook-to-module refactor in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then make the smallest change that satisfies the stated behavior and show a focused diff. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Revisa el diff para detectar cambios ajenos a la tarea y accesos a datos no previstos.
Prompts para probar casos límite
Este grupo se centra en probar los casos límite. Facilita tu código y el comando de pruebas antes de aceptar la respuesta.
21. Un importador de CSV
Help with a CSV importer in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then add unit or integration cases for empty, invalid and concurrent inputs as appropriate. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Ejecuta las pruebas y, cuando sea posible, comprueba que fallen antes de aplicar la corrección.
22. Una utilidad de normalización de fechas
Help with a date normalization utility in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then add unit or integration cases for empty, invalid and concurrent inputs as appropriate. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Ejecuta las pruebas y, cuando sea posible, comprueba que fallen antes de aplicar la corrección.
23. Un analizador de registros
Help with a log parser in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then add unit or integration cases for empty, invalid and concurrent inputs as appropriate. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Ejecuta las pruebas y, cuando sea posible, comprueba que fallen antes de aplicar la corrección.
24. Un cliente HTTP con reintentos
Help with a retrying HTTP client in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then add unit or integration cases for empty, invalid and concurrent inputs as appropriate. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Ejecuta las pruebas y, cuando sea posible, comprueba que fallen antes de aplicar la corrección.
25. Un informe de línea de comandos
Help with a command-line report in my existing codebase. Ask for the relevant file, expected behavior, actual behavior and test command if I have not supplied them. Then add unit or integration cases for empty, invalid and concurrent inputs as appropriate. Preserve public interfaces unless evidence requires a change. Show assumptions, a focused diff and the exact command I should run. Do not invent files, test results or security guarantees.Revisión: Ejecuta las pruebas y, cuando sea posible, comprueba que fallen antes de aplicar la corrección.
Qué comprobar antes de usar el resultado
No pegues credenciales, datos privados de clientes ni repositorios propietarios completos en un asistente no autorizado. Ejecuta los comandos y las pruebas en tu propio entorno. Que un parche parezca correcto no demuestra que funcione.
Si el resultado no resuelve la tarea, acorta el prompt y especifica el dato o la restricción que falta. Guarda la versión utilizada para poder reproducir el recurso final o el cambio de código.
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