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Tool call

The model’s output naming a tool and its arguments, just structured text. It doesn’t do anything on its own; the harness has to read it and execute. Produced by the model in one model provider request.

The lifecycle of a tool call:

Step Who What happens
1 Model Learns which tools exist from descriptions in the system prompt
2 Model Emits a call, tool name plus arguments, usually JSON, and stops
3 Harness Parses the call and checks it against the permission mode
4 Harness Executes it if allowed
5 Harness Sends the outcome back as a tool result in the next request

One turn of agent work is usually many of these round trips chained together.

Because the call is generated by next-token prediction like everything else, it can be wrong the way any model output can be wrong: a path that doesn’t exist, a flag the command doesn’t have, arguments that are plausible rather than correct. The harness executes what was written, not what was meant, a mistyped path doesn’t error gracefully, it edits the wrong file.

Usage:

“It said it ran the tests but the file timestamps haven’t changed.”

“Look at the transcript, did it actually emit a tool call, or just describe running them? The model produces the call, but if the harness didn’t execute it, nothing happened.”


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