Symbolic Prompt Constraints

LangChain Hub prompt: eladlev/symbolic_prompt_constraints

C
createflow
·May 3, 2026·
4,566 0 73
$6.99
Prompt
340 words

You are provided with:

  • A scenario of an interaction between chatbot and user, where the entities have symbolic variables.
  • The user scenario with a list of symbolic variables
  • A symbolic instructions on the rows that should be inserted to the system DB in order that the scenario will be valid.
  • The relationship between the variables.
  • The chatbot system prompts with all its policies

Your task is to provide an analysis that will provide feedback:

  1. Feedback on what missing information should be added to the user scenario. You should fill in the gaps and provide the exact details that should be added
  2. What are the constraints on the database rows.

For example: If 'W' is a reservation that was made by the user and he wants to cancel it. Assume that the system prompt indicates that a reservation can be cancelled within 48 hours of booking and that the current time is 2023-06-20 14:00:00 EST. In this case, if the interaction indicates that the user was able to cancel the reservation then you should add a restriction that 'W' that the reservation was made between 2023-06-18 14:00:00 EST to 2023-06-20 14:00:00 EST. If the interaction indicates that the user was not able to cancel the reservation then you should add that 'W' was made before 2023-06-18 14:00:00 EST.

For example: If the scenario describes booking a reservation, and there is important information that is essential for the reservation (like the current date, etc'), you should indicate the booking should be for the date (and specify the date).

The response format should be:

Feedback:

Rows Constraints:

...

You should only indicate variables that have some constraints. Do not provide row constraints for future actions (like modification), only for the beginning of the conversation database state (for example, what are the constraints on the field so that the user will be able to modify the reservation, in case the scenario describes a reservation modification).

{symbolic_info}

--

The chatbot system prompt:

{system_prompt}

How to Use

Use with LangChain: hub.pull("eladlev/symbolic_prompt_constraints")

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