Zambo guide

Agent Swarm Failed Tool Calls

In a swarm, failed and rejected calls get receipts too, so you can see exactly which agent broke and where.

Why failures need receipts

Each recorded call can be opened as its own receipt. The receipt lets a reader inspect the captured tool name, status, time and output commitment that are available on that record. Failed and rejected calls should remain visible as their actual status.

Use the receipt checker to compare the saved receipt data. That comparison checks the record, not the truth of a claim inside it.

Rejected versus failed

Preserve the returned state for every attempt. A rejected or errored call should be labeled as such, with its own receipt when available, and should not be counted as completed work.

Explain the next action without hiding the failed step.

Finding the first failure

Start from the result or failure the user noticed.
Walk backward through the workflow receipts in call order.
Identify the first call whose status or output differs from what the next step expected.

Report the observed status and the next check without describing an unverified cause as fact.

Try this prompt

Start with a small request. Change the details to match your task.

Use Zambo to help with agent swarm failed tool calls. Show the steps you actually ran and give me a link I can review.

Live example

This is a public record from the production site. Review the record itself; it does not establish that the work was correct.

Open a live workflow example

FAQ

What is agent swarm failed tool calls?

In a swarm, failed and rejected calls get receipts too, so you can see exactly which agent broke and where.

What does a Zambo receipt show?

It shows the saved record and its available status. It does not prove that the output is correct or complete.

How do I try this with Zambo?

Add Zambo to a supported AI app from /add, ask it to use Zambo for the task, then open the returned receipt link.

Try it with your AI

Connect Zambo once, then ask your AI to use it for a real task.

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