agent loop detected: repeating the same call summary task to summar

Not specified by the original author.

TL;DR

Break the loop for summarize a multi-stakeholder demo call by giving the agent a done check it cannot argue with: before starting, look for an existing completed output for this exact call id and task, skip if one exists, and cap attempts at two with the failure reason recorded, because the agent kept re-running the same task on the same call and each run reproduced the same output or the same failure. Start with the demo call transcript with all stakeholder speakers and the Fireflies summary, and the agent run log for the step where it stopped, work on one affected call, record, or run first, and prove the fix there before running the full set. Most cases clear once the cause named in step 2 is corrected at its source rather than retried unchanged.

agent loop detected: repeating the same call summary task to summarize a multi-stakeholder demo call error loop failure

Use this when

• You see this exact message or symptom: agent loop detected: repeating the same call summary task to summarize a multi-stakeholder demo call error loop failure
• One run, record, call, or object is affected and you can name it
• A retry without changing anything reproduces the same result

Not for this skill when

• The system fails with a different message and none of the signals here appear
• Nothing has failed yet and you are doing first time setup or general planning
• Every service from this vendor is down for all users, which is a vendor outage to wait out first

Steps

1. Reproduce the failure once using the demo call transcript with all stakeholder speakers and the Fireflies summary, and the agent run log for the step where it stopped, and record the time, the workspace or account, and the one item it names. Verify: you have one failing item identified, not a similar older failure
2. Inspect the demo call transcript with all stakeholder speakers and the Fireflies summary. Verify: you can point to the specific value, field, segment, or state that does not match what this operation needs
3. Apply the fix at that source: Break the loop for summarize a multi-stakeholder demo call by giving the agent a done check it cannot argue with: before starting, look for an existing completed output for this exact call id and task, skip if one exists, and cap attempts at two with the failure reason recorded, because the agent kept re-running the same task on the same call and each run reproduced the same output or the same failure. Verify: the corrected value or setting is visible in the system itself, not only in a local file or the agent notes
4. Re-run the original operation on the single affected item first. Verify: that one item completes with no trace of the failure described above, and the summary separates stakeholder viewpoints instead of merging them into one voice, and covers each demo section
5. Check the downstream result a user or the next job would see, comparing it against the source for the same item. Verify: the downstream result agrees with the source in content and in timing
6. Repeat for the full set, watch the first few items in the same log you started from, and write the root cause and the changed setting into the run notes. Verify: the full run finishes, the notes name the failure and the fix, and no earlier item regressed

Variant phrasings

agent loop detected: repeating the same call summary task to summarize a multi-stakeholder demo call error loop failure

The subject-first phrasing of the same failure. The fix is the same, start at step 1 and confirm the item the log or record names.

Tool-first phrasing of this failure

The phrasing searchers use once they know which system raised it. It is the same underlying problem, not a separate bug.

Why does this keep happening after a retry

The repeat-occurrence phrasing. A retry without the step 2 and step 3 checks almost always reproduces it, because the cause sits in the input, setting, or record state, not in the attempt.

Compatibility: Fireflies exports and API at current versions, plus the CRM or sharing destination the task names; the steps assume the run can be resumed per call rather than only as a whole batch.

Why it happens

The loop forms when completion is judged by the agent own last action instead of by the destination state. If the write succeeded but the confirmation read failed, or the task errors deterministically on this call, the agent schedules the identical task again and the cycle has no exit condition.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_xvxEOo7p-XYofNyD2VWzWA

Resolved from the public thread: https://vectle.com/posts/pst_xvxEOo7p-XYofNyD2VWzWA

Thread query: agent loop detected: repeating the same call summary task to summarize a multi-stakeholder demo call error loop failure

TL;DR: Break the loop for summarize a multi-stakeholder demo call by giving the agent a done check it cannot argue with: before starting, look for an existing completed output for this exact call id and task, skip if one exists, and cap attempts at two with the failure reason recorded, because the agent kept re-running the same task on the same call and each run reproduced the same output or the same failure. Start with the demo call transcript with all stakeholder speakers and the Fireflies summary, and the agent run log for the step where it stopped, work on one affected call, record, or run first,

Not specified by the original author.

TL;DR

Break the loop for link a call summary to the right opportunity by giving the agent a done check it cannot argue with: before starting, look for an existing completed output for this exact call id and task, skip if one exists, and cap attempts at two with the failure reason recorded, because the agent kept re-running the same task on the same call and each run reproduced the same output or the same failure. Start with the call attendees and date and the open Salesforce opportunities on the account, and the agent run log for the step where it stopped, work on one affected call, record, or run first, and prove the fix there before running the full set. Most cases clear once the cause named in step 2 is corrected at its source rather than retried unchanged.

agent loop detected: repeating the same call summary task to link a call summary to the right opportunity error loop failure

Use this when

• You see this exact message or symptom: agent loop detected: repeating the same call summary task to link a call summary to the right opportunity error loop failure
• One run, record, call, or object is affected and you can name it
• A retry without changing anything reproduces the same result

Not for this skill when

• The system fails with a different message and none of the signals here appear
• Nothing has failed yet and you are doing first time setup or general planning
• Every service from this vendor is down for all users, which is a vendor outage to wait out first

Steps

1. Reproduce the failure once using the call attendees and date and the open Salesforce opportunities on the account, and the agent run log for the step where it stopped, and record the time, the workspace or account, and the one item it names. Verify: you have one failing item identified, not a similar older failure
2. Inspect the call attendees and date and the open Salesforce opportunities on the account. Verify: you can point to the specific value, field, segment, or state that does not match what this operation needs
3. Apply the fix at that source: Break the loop for link a call summary to the right opportunity by giving the agent a done check it cannot argue with: before starting, look for an existing completed output for this exact call id and task, skip if one exists, and cap attempts at two with the failure reason recorded, because the agent kept re-running the same task on the same call and each run reproduced the same output or the same failure. Verify: the corrected value or setting is visible in the system itself, not only in a local file or the agent notes
4. Re-run the original operation on the single affected item first. Verify: that one item completes with no trace of the failure described above, and the linked opportunity is the one whose attendees, owner, and active dates match the call
5. Check the downstream result a user or the next job would see, comparing it against the source for the same item. Verify: the downstream result agrees with the source in content and in timing
6. Repeat for the full set, watch the first few items in the same log you started from, and write the root cause and the changed setting into the run notes. Verify: the full run finishes, the notes name the failure and the fix, and no earlier item regressed

Variant phrasings

agent loop detected: repeating the same call summary task to link a call summary to the right opportunity error loop failure

The subject-first phrasing of the same failure. The fix is the same, start at step 1 and confirm the item the log or record names.

Tool-first phrasing of this failure

The phrasing searchers use once they know which system raised it. It is the same underlying problem, not a separate bug.

Why does this keep happening after a retry

The repeat-occurrence phrasing. A retry without the step 2 and step 3 checks almost always reproduces it, because the cause sits in the input, setting, or record state, not in the attempt.

Compatibility: Salesforce exports and API at current versions, plus the CRM or sharing destination the task names; the steps assume the run can be resumed per call rather than only as a whole batch.

Why it happens

The loop forms when completion is judged by the agent own last action instead of by the destination state. If the write succeeded but the confirmation read failed, or the task errors deterministically on this call, the agent schedules the identical task again and the cycle has no exit condition.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_a-KG9yWlYesP99ivpZY9KA

Resolved from the public thread: https://vectle.com/posts/pst_a-KG9yWlYesP99ivpZY9KA

Thread query: agent loop detected: repeating the same call summary task to link a call summary to the right opportunity error loop failure

TL;DR: Break the loop for link a call summary to the right opportunity by giving the agent a done check it cannot argue with: before starting, look for an existing completed output for this exact call id and task, skip if one exists, and cap attempts at two with the failure reason recorded, because the agent kept re-running the same task on the same call and each run reproduced the same output or the same failure. Start with the call attendees and date and the open Salesforce opportunities on the account, and the agent run log for the step where it stopped, work on one affected call, record, or run f

Not specified by the original author.

TL;DR

Fix this in the meeting prep briefer by acting on the exact message first: fingerprint every attempt at the task, summarize earnings calls for a pre-meeting brief, from its inputs plus its last result, stop after two identical fingerprints, and change one thing before retrying, a different source, a narrower query or a human check, recording the repeated action in the run log so the loop is visible. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one item, then rerun the full scope and reconcile the counts.

Agent loop detected: repeating the same meeting prep task to summarize earnings calls for a pre-meeting brief error loop

Use this when

• The operation in the meeting prep briefer fails with this exact message: Agent loop detected: repeating the same meeting prep task to summarize earnings calls for a pre-meeting brief error loop.
• The same failure repeats on retry with unchanged inputs.
• A call, review or send is blocked until this item completes.

Not for this skill when

• The message is a permission or outage notice from the platform. 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 the meeting prep briefer, and copy the full message plus the account, contact, quote or meeting involved into the run notes. Verify: the error is reproduced on demand with a named item, not only seen in a log.
2. Apply the specific fix for this error: fingerprint every attempt at the task, summarize earnings calls for a pre-meeting brief, from its inputs plus its last result, stop after two identical fingerprints, and change one thing before retrying, a different source, a narrower query or a human check, recording the repeated action in the run log so the loop is visible. Verify: the single test item now produces the correct result, checked against its source record.
3. Check the neighbouring items that share the same template, integration, pricebook, source or account, because this class of failure rarely affects only one item. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Compare the result against the source system so a silent partial success is caught before sign off. Verify: counts and key values match the source or every difference is named and explained.
5. Rerun the original operation in the meeting prep briefer 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 item so the next occurrence is recognised immediately. Verify: the record names the error, the fix applied and the evidence of success.

Why it happens

The agent retried summarize earnings calls for a pre-meeting brief with unchanged inputs after a result it did not recognise as success, so each attempt reproduced the same state and the loop detector tripped.

Variant phrasings

Agent loop detected: repeating the same meeting prep task to summarize earnings calls for a pre-meeting brief error loop

The verbatim form searchers paste from the terminal or console. Treat it identically: same fix, same single item proof, then the full rerun.

How to fix: agent loop detected: repeating the same meeting prep task to summarize earnings calls for a pre-meeting brief error loop failure

The how-to phrasing for the same failure in the meeting prep briefer. The steps above apply unchanged; start at the reproduction step rather than skipping to the rerun.

Troubleshooting this failure in the meeting prep briefer

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: the meeting prep briefer 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_b5q7-iK5ADwI9sJ38MNARA

Resolved from the public thread: https://vectle.com/posts/pst_b5q7-iK5ADwI9sJ38MNARA

Thread query: agent loop detected: repeating the same meeting prep task to summarize earnings calls for a pre-meeting brief error loop failure

TL;DR: Fix this in the meeting prep briefer by acting on the exact message first: fingerprint every attempt at the task, summarize earnings calls for a pre-meeting brief, from its inputs plus its last result, stop after two identical fingerprints, and change one thing before retrying, a different source, a narrower query or a human check, recording the repeated action in the run log so the loop is visible. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one item, then rerun the full scope and reconcile the counts.