What the documents look like
For copy drafting in Store cold-chain receiving, this page examines FastGPT multi-turn prompts. Trace cold-chain product copy across turns without converting transport records or earlier-batch conclusions into benefits. The examples are hypothetical.
Constraints at the multi-turn prompts step
A writing exercise supplies a delivery description containing only a food name, packaging and suggested preparation, then asks to emphasize quality. Separate provided facts from absent quality evidence. Neither name nor preparation establishes nutrition, certification or quality outcomes. Compare originals with added draft statements to identify unverifiable commitments. Without independent quality material, successive turns may change expression but cannot promote a desired emphasis into fact.
Configuration and implementation checks
| Copy-conversation check | Cold-chain source scope | Review evidence |
|---|---|---|
| Initial original | Name, packaging and preparation | No inferred nutrition, certification or quality |
| Added observation | Temperature object, period and batch | Actual history and reference correspondence |
| Scope expansion | One observation becomes a whole-journey guarantee | Compare original question and response |
| Subject carryover | Another batch’s acceptance enters the draft | Retain both sources and optimized question |
| Status and publication | Keep pending comments distinguishable | Inspect promotional approval and publication separately |
Documented conditions
| Documented item / implementation check | Condition |
|---|---|
Prompt and task | Define sources, the task and evidence-gap handling. |
Conversation history | Inspect the history actually submitted. |
Question optimization | Review reference resolution and question expansion. |
Model and length | Inspect context and reply length separately. |
Reply format | json_schema needs its format and parsing validation. |
Three common errors
- If name, packaging and preparation become nutrition, certification or quality commitments, compare source and added sentence, naming missing evidence. Repeated emphasis creates no fact.
- If one transport observation becomes a whole-journey guarantee, retain object, period and citation to inspect expanded scope. One record establishes neither every item nor every stage.
- If the draft borrows another batch’s acceptance or turns pending review into confirmation, compare batch identities, history and optimized question. Obtain current-batch evidence and inspect its adoption.
How to verify the setup
Compare input without added evidence, with a same-batch observation and with a changed batch, checking adopted sources and remaining gaps. Acceptance comments marked pending recheck cannot become confirmed superior quality. After obtaining a formal product description, repeat the task to inspect added conditions and prevent older history overriding them. The responsible owner still confirms promotional support. Writing performs no on-site inspection, publishes no page and establishes no verified business outcome.
| Material context | Scope |
|---|---|
| Document types | Cold Chain Temperature Records, Arrival Acceptance Slip, Rejection Slip and Supplier Delivery Note |
| Candidate sources | Cold Chain Vehicle Temperature Control, WMS, Store Receiving System and Quality Inspection Photos |
| Technical baseline | FastGPT v4.17.2 |