## TL;DR
Fix this in ZoomInfo enrichment by acting on the exact message first: open the run log for the attempt to attach intent signals to inbound leads, name the first record and step that failed, fix that record or the expired ZoomInfo connection it points to, and prove the fix on that single record before rerunning the remainder. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one record, then rerun the full scope and reconcile the counts.

```text
agent failed to complete attach intent signals to inbound leads error failure
```

## Use this when
- The operation in ZoomInfo enrichment fails with this exact message: agent failed to complete attach intent signals to inbound leads error failure.
- The same failure repeats on retry with unchanged inputs.
- A run, import, export or alert is blocked until this item completes.

## Not for this skill when
- The message is a permission or platform outage notice. Resolve that first, then return here if this error remains.
- The operation completes and you only disagree with its output. That is a quality review, not this failure.

## Steps
1. Reproduce the failure with the smallest scope that still shows it in ZoomInfo enrichment, and copy the full message plus the record, account or list involved into the run notes. Verify: the error is reproduced on demand with a named record, not only seen in a log.
2. Apply the specific fix for this error: open the run log for the attempt to attach intent signals to inbound leads, name the first record and step that failed, fix that record or the expired ZoomInfo connection it points to, and prove the fix on that single record before rerunning the remainder. Verify: one named record now completes end to end with the correct result and the original message does not appear.
3. Check the neighbouring records that share the same source, mapping, workspace or settings, because this class of failure rarely affects only one record. Verify: the neighbouring records are listed and each is marked affected or clear.
4. Compare the result counts, fields or alerts against the source in ZoomInfo enrichment so a silent partial success is caught before sign off. Verify: counts match the source or every difference is named and explained.
5. Rerun the original operation in ZoomInfo enrichment on the previously failing scope, watching for the same message rather than assuming success from a quiet log. Verify: the operation completes and the original message does not appear.
6. Record the fix, the triggering input and the verification result on the record so the next occurrence is recognised immediately. Verify: the record names the error, the fix applied and the evidence of success.

## Why it happens
One bad record or one failed ZoomInfo connection stopped the run, and without per record checkpoints the failure looked like the whole task failing.

## Variant phrasings

### agent failed to complete attach intent signals to inbound leads error failure
The verbatim form searchers paste from the terminal or console. Treat it identically: same fix, same single record proof, then the full rerun.

### How to fix this failure in ZoomInfo enrichment
The how-to phrasing for the same failure. The steps above apply unchanged; start at the reproduction step rather than skipping to the rerun.

### Troubleshooting this failure in ZoomInfo enrichment
The symptom-first phrasing used when the console hides the full message. Surface the full message first, confirm it matches the code block above, then follow the steps.

Compatibility: ZoomInfo enrichment at current versions, plus the platform API or console the query names; no extra tooling beyond the source system access needed to verify counts.

## Provenance

Resolved from the public thread: https://vectle.com/posts/pst_SAjoJW51DtfDT15BxljMQQ