Multi-Turn Conversation and Prompts for Graduate Employment Contracts and Destination Statistics: Manage Authorized Access and External Services

What this category's data looks like

Employment contract signing and graduation destination statistics at universities cover materials including employment agreements, graduation destination registration forms, and employer certificates. An employment agreement is signed by three parties: the student, the school, and the employer, with fields including employer name, position, signing date, and signatures of the three parties; a graduation destination registration form is filled in by the student and reviewed by the department, with fields including destination type, employer name, reporting date, and review comments; an employer certificate is issued by the employer, with fields including acceptance comments, contact person, date, and seal. The three materials enter statistics in batches, and the update cadence advances with signing and registration progress. The name, quantity, and date of the same record may be inconsistent across different materials; when versions are not synchronized or signatures or receipts are missing, retrospective verification is required. When materials enter this feature, the employment agreement is used to verify the signing parties and date, the graduation destination registration form is used to verify the destination type and review status, and the employer certificate is used to verify the fact of acceptance and the sealed receipt.

Configuration and implementation checks

This part is executed by the memory turns and prompt configuration in the app settings, and outputs the referenced historical message range and answer constraints. The externally available entry points and authorization scope are determined by the publishing service and file permissions, and the model only processes filtered materials. Memory turns control how many previous turns of dialogue can be referenced at most when answering; if the value is too small, prior context cannot be used, and if the value is too large, irrelevant content is brought in and consumption increases.

Three common errors

• Symptom: The employer name and signing date of the same record do not match between the employment agreement and the graduation destination registration form. Cause: The two materials are entered separately, versions are not synchronized, and no cross-check is performed.
• Symptom: The employer certificate lacks a signature or receipt but is still counted in the statistics. Cause: The signature and receipt fields are not validated during material collection, and there is no completeness check before entering the feature.
• Symptom: When the second question uses a reference, the answer does not address the question, or responses become slower and consumption rises. Cause: The memory turns value does not match the prior context range, bringing in irrelevant content or treating the opening message as prior context.

How to verify the setup

Feature acceptance: Ask two consecutive follow-up questions, see whether the second question carries forward the reference from the first question, and check whether the referenced historical message range in messages matches the memory turns value.

Business test: Access once with a restricted identity, see whether the visible scope matches the settings, and ensure unauthorized content is not visible.

• Check the current memory turns value in the app settings, run a trial with two consecutive questions, and confirm that the second question carries forward the reference from the first question.
• Compare the usage records of two runs, check the consumption change after adjusting the turns, and verify whether the material fields in chatId and variables are synchronized.