What the documents look like
Warehouse picking, checking and packing handles outbound orders. It differs from inbound put-away, which handles supplier arrivals. The main data sources are the WMS, the order system, the electronic waybill platform and weighing equipment. The daily documents are wave picking lists, checking records, waybills and packaging consumable sheets. Updates occur per order or hourly, so workflow routing in store service and internal training must carry document-level granularity. One interaction result cannot be treated as a long-lived authorization.
Typical roles are e-commerce warehouse pickers, checkers and packing supervisors. Error consequences include wrong or missing shipments, damaged parcels and after-sales compensation. In this training setting, the key constraint is that the form input node and the user selection node only collect information and branch on a choice. Order writes, document backfill and external status synchronization require a separate business interface or a later process.
Constraints at the workflow routing step
The form input node is a user interaction node. When it triggers, the conversation enters an interaction state, the workflow state is recorded, and execution continues after the user completes the interaction. The node collects the form information the user fills in and passes it to later nodes. The user selection node is also a user interaction node; after the user makes a choice, the corresponding "yes" branch executes.
The recorded interaction state is behavior of the interaction node. No separate global state-recording switch is set. Collected information must be passed explicitly to later retrieval, decision or interface nodes, and output must be compared item by item against input. Retrieval or a form does not constitute authorized execution. During operational handover, which materials, operations and requests sit in which authorization state must be confirmed by a downstream business interface or by manual checking.
Hypothetical drill sample: a paper record in a warehouse store training setting states: "On 10 June 2025, checker A completed scanning and checking of 12 items on wave picking list W-0610-03; the checking record is marked 'quantity consistent'; the waybill has not been printed; the packaging consumable sheet is not filled in." The draft sentence to be judged is: "The checking record is marked quantity consistent, the waybill has been printed and the packaging consumable sheet is filled in, so packing may proceed." The draft sentence and the source record disagree on two fields: waybill status and consumable sheet status.
Configuration and implementation checks
The configuration items below relate to the hypothetical drill sample. They state only documented settings or implementation checks. The hypothetical trial starting point is used for this paper comparison against the source record and is not an official default.
| Configuration item | Hypothetical trial starting point | Comparison method and notes |
|---|---|---|
| Form input node | Enabled, collecting checked quantity and checking conclusion | After triggering, the conversation enters an interaction state; after submission, information passes to later nodes |
| User selection node | Enabled, with a yes/no branch | After the user makes a choice, the corresponding "yes" branch executes |
| Interaction state check | Recorded state arises from interaction node behavior | No separate global state-recording switch is set |
| Output handover check | Pass collected information to later retrieval, decision or interface nodes | Compare output against input item by item |
| External operation split | Order writes, document backfill and external status synchronization connect to a separate business interface | Forms and retrieval do not carry authorized execution |
Three common errors
- Treating form input or user selection as authorized execution. In the sample, checker A submits "quantity consistent". That submission only completes information collection; it does not constitute authorization to print a waybill or release a parcel for packing. Check input: the form submission record. Comparison item: whether a downstream business interface call record exists. Observable result: when only a form submission exists and no interface call record exists, the authorization state is judged unconfirmed.
- Treating the recorded interaction state as a global state switch. In the sample, the conversation enters an interaction state, and that state arises from interaction node behavior. Check input: the node type. Comparison item: whether an independent global state-recording configuration exists. Observable result: when no independent switch is configured, record this as interaction node behavior and do not claim global state recording.
- Treating retrieval or similarity as a permission filter. In the sample, a later node retrieves checking records, and the retrieval result does not exclude unauthorized records. Check input: the retrieval request and returned records. Comparison item: whether returned records include documents beyond the access right. Observable result: when they do, record the permission gap and do not treat a similarity setting as permission isolation.
How to verify the setup
- Verification one: input is the hypothetical source text "On 10 June 2025, checker A completed scanning and checking of 12 items on wave picking list W-0610-03; the checking record is marked 'quantity consistent'; the waybill has not been printed; the packaging consumable sheet is not filled in." The comparison item is the draft sentence "the waybill has been printed and the packaging consumable sheet is filled in" against the source waybill status and consumable sheet status fields. Observable result: when the two field values are mutually exclusive, the draft sentence is judged inconsistent with the source and must not be output as a verified conclusion.
- Verification two: input is the form input node submission record in the hypothetical sample. The comparison item is whether a downstream order-write or document-backfill interface call record exists. Observable result: when only a form submission record exists and no interface call record exists, the business action is judged not executed; confirming execution requires connecting a separate business interface and recording the call result.
- Verification three: input is the "yes" branch connection of the user selection node in the hypothetical sample. The comparison item is whether the node after the branch is a retrieval, decision or interface node. Observable result: when the branch connects to a retrieval node, the information is judged passed to the retrieval step; whether retrieval results meet permission requirements must be checked separately against the access scope, and retrieval itself does not constitute authorization.
An empty-result handover can use the explicit paper input [] to check the downstream design; it cannot be claimed that a fictional rule retrieval necessarily returns []. Libraries using different vector models cannot be associated together. Check the identifier first and exclude those that do not match; do not run cross-model retrieval to compare missed recall.