What this category's data looks like
This page addresses the scenario of credit management for primary and secondary school teacher training. The materials come from training notices, credit recognition forms, and participant rosters, and the update cadence advances with training batches and recognition cycles. Training notices provide the batch, time, and participation scope; credit recognition forms carry class hours, credits, and signed receipts; participant rosters record personnel, units, and attendance. When these three types of materials enter multi-turn dialogue and prompt configuration, each plays a different role: notices provide background and constraints, recognition forms provide result fields, and rosters provide personnel and quantity definitions. Field verification focuses on names, dates, signatures, and receipts. The same record often shows mismatched names, quantities, or dates across two materials, versions are not synchronized, or signatures and receipts are missing.
Configuration and implementation checks
This part is executed by the memory turn count and prompt configuration in the application 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. The model only processes filtered materials, while the publishing service and file permissions handle external entry points and file authentication.
| Object | Check | Verification action |
|---|---|---|
| Training notice | Whether the batch, time, and participation scope are consistent with the recognition form and roster | Check the current values in the application settings, run a trial with two consecutive questions, check whether the second round inherits the references from the first round, and record messages and chatId |
| Credit recognition form | Whether class hours, credits, dates, and signed receipts are complete and match the roster quantities | Compare the names, quantities, and dates in the two materials, mark missing signatures or receipts, and check whether variables are carried in with the session |
| Participant roster | Whether personnel, units, and attendance quantities are consistent with the definitions in the notice and recognition form | Access once with a restricted identity, see whether the visible scope matches the settings, and check whether irrelevant content is carried into the historical turns in messages |
| Memory turn count | Whether it matches the prior context range required by the question | Check the current values in the application settings and compare the usage records of two runs |
Three common errors
- Symptom: The names, quantities, and dates of the same record do not match between the notice and the recognition form. Cause: The two materials are maintained separately, versions are not synchronized, and there is no unified receipt verification.
- Symptom: The number of people in the participant roster and the recognition form is inconsistent, and signatures or receipts are missing. Cause: After the roster is updated, it is not written back to the recognition form, and the signature step is not closed-loop.
- Symptom: When the second question uses references, the answer does not address the question, responses become slower, and consumption rises. Cause: The memory turn count is too large and brings in irrelevant content, or the opening message is treated as prior context.
How to verify the setup
Acceptance for this feature: Ask two consecutive follow-up questions, see whether the second question inherits the references from the first question, and check the carried-in scope of messages, chatId, and variables.
Business test: Access once with a restricted identity and see whether the visible scope matches the settings
- Check the current value of the memory turn count in the application settings, run a trial with two consecutive questions, and compare the usage records of two runs
- Compare the names, quantities, dates, signatures, and receipts in the training notice, credit recognition form, and participant roster, and mark items whose versions are not synchronized