What the documents look like
Creator-hosted sales campaigns rest on external creator performance and commission settlement. Brand business staff, MCN agencies and creator managers work after each live session with four document types: creator cooperation agreements, commission setting sheets, sample dispatch sheets and live session reports. These documents carry different subjects, objects and states. An agreement constrains the performance relationship between two parties. A commission setting sheet records the split ratio and the settlement basis. A sample dispatch sheet evidences physical delivery. A live session report aggregates transaction and refund figures.
Operating reports and exception reviews place these materials under the same fields and the same period so that differences become visible. The supplied research gives an update frequency of per session and weekly. This page stays inside that range and does not derive real-time or transaction-triggered mechanisms from it.
The three most time-consuming steps in this category are creator screening, negotiating commission and slot fees, and reconciling after-sales commission deductions. Each step produces documents whose wording later feeds report reconciliation, so the state recorded at each step matters.
Constraints at the tool calls step
The tool calls node depends on three pieces of information: the tool introduction, the tool parameters, and whether each parameter is required. The model decides whether to call a tool from context semantics. For system modules the parameters are fixed; for plugins the parameters are configurable. A parameter introduction does not constitute an execution guarantee.
When a suitable required parameter is absent, the model may decline to call the tool. Prompts can guide the user to supply the parameter, and the actual request must then be checked. In advanced orchestration, available tools connect to the tool calls module through the connection points, and the guidance is to add few tools at a time and tune before expanding. The tool call termination node ends the current call, stops further tool calls, and stops the AI summary of tool results. Custom tool variables extend node inputs that are not treated as tool parameters.
Retrieval and similarity scores carry no authorization or entity isolation duty. Libraries built on different vector models cannot be associated together; identifiers must be checked first and non-matching libraries excluded.
Hypothetical paper exercise sample. The source text reads: "Party A commissions Party B to sell product A in a dedicated live session on 15 March 2025; commission settles at fifteen percent of transaction value; samples were dispatched on 1 March 2025." The draft sentence under review reads: "The commission for this session has been settled at fifteen percent." The difference is that the source records the commission ratio and the sample dispatch date, and does not record settlement completion. The draft sentence is unsupported, and the evidence gap remains open.
Configuration and implementation checks
The table lists documented settings or implementation checks tied to tool calls and plugins for this page's sample. The hypothetical starting point is used only to explain the comparison method and is not an official default.
| Configuration item | Documented content | Check action on this page |
|---|---|---|
| Tool introduction | The introduction tells the model what the tool does | Write in the input conditions and the situations where the tool should not be called; check whether the introduction covers commission settlement scenarios |
| Tool parameters | System module parameters are fixed; plugin parameters are configurable | Check the parameter introduction and the required flag; confirm the interactive completion path when a required parameter is absent |
| Required parameters | With no suitable required parameter, the model may not call the tool | Check whether the prompt guides completion, and check the parameter values in the actual request |
| Tool connection | In advanced orchestration, available tools connect to the tool calls module | Confirm the connection relationship; tune with a small number of tools first |
| Tool call termination | The termination node ends the current call and stops the AI summary | Confirm the termination node position matches the intended end scope |
| Custom tool variables | Extends node inputs not treated as tool parameters | Check whether the variable description matches the actual node input |
Three common errors
- Treating the tool introduction as an execution guarantee. The introduction states purpose; whether the model calls the tool depends on context semantics and parameter conditions. The check inputs the sample source text and the draft sentence, compares whether the introduction states input conditions and situations where the tool should not be called, and observes whether the model is guided to call despite a missing required parameter.
- Treating retrieval or similarity as authorization or entity isolation. Retrieval results carry no authorization duty, and libraries on different vector models cannot be associated. The check first compares library identifiers and vector model identifiers, excludes non-matching libraries, and records the actual observation. It does not run cross-model retrieval to compare missed recalls.
- Treating pending review or a quotation validity period as a completed fact. Pending review does not show an absence of operating permission; a quotation validity period does not indicate a supply period; signing, cooperation reaching agreement, and contract effectiveness are three distinct facts. The check compares the sample draft sentence field by field against the source text, compares subject, period and field values, and records anything not stated as unsupported.
How to verify the setup
- Verification one: input the hypothetical sample source text and the draft sentence, and compare the settlement status field in the draft against the content stated in the source. The source states only the commission ratio and the sample dispatch date, and does not state settlement completion. The condition is met when the review conclusion is unsupported and the evidence gap is retained.
- Verification two: input the sample source text and inspect the tool introduction and required parameter settings. Compare whether the introduction states situations where the tool should not be called, and whether a missing required parameter has a guided completion path. The condition is met when the observed request parameters match the subject, object and period in the source text. If the model fabricates a parameter on its own, record that as pending verification.
- Verification three: input the sample source text and check the retrieval library identifiers and vector model identifiers, comparing whether the identifiers are consistent. The condition is met when non-matching libraries are excluded, checking proceeds only within the same model library, and the actual observation is recorded. An empty result can be carried downstream using the paper input [] to check the downstream design, without claiming that a fictional rule retrieval necessarily returns [].