context overflow when agent tried to summarize NPS verbatim comments by

Not specified by the original author.

TL;DR

Fix this in verbatim summarizer agent by acting on the exact problem first: summarize the comment text alone in batches, add account context only as aggregate counts by segment in the final report, and never attach a full history to an individual comment during theme work. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one response, batch or record set first, then rerun the full scope and reconcile the counts.

context overflow summarizing verbatim comments with full account history

Use this when

• The operation in verbatim summarizer agent fails with this exact problem or symptom: context overflow summarizing verbatim comments with full account history.
• The same failure repeats on retry with unchanged inputs.
• NPS follow-up, routing or reporting is blocked until this item completes.

Not for this skill when

• The message is an outage notice from the platform. Resolve that first, then return here if this problem remains.
• The operation completes and you only disagree with its output quality. That is a quality review, not this failure.

Steps

1. Reproduce the failure with the smallest scope that still shows it in verbatim summarizer agent, and copy the full problem plus the response, contact or job involved into the run notes. Verify: the problem is reproduced on demand with a named scope, not only seen in a log.
2. Apply the specific fix for this problem: summarize the comment text alone in batches, add account context only as aggregate counts by segment in the final report, and never attach a full history to an individual comment during theme work. Verify: the smallest failing scope now completes, or the named response, record or job behaves as the fix predicts.
3. Check the neighbouring responses, records or jobs that share the same config, segment or credential, because this class of failure rarely affects only one item. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Rerun the original operation in verbatim summarizer agent on the previously failing scope, watching for the same problem rather than assuming success from a quiet log. Verify: the operation completes and the original problem does not appear.
5. Compare the result counts or status against the source in verbatim summarizer agent so a silent partial success is caught before sign off. Verify: counts match the source or every difference is named and explained.
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 problem, the fix applied and the evidence of success.

Why it happens

Theme work reads comment text, and histories attached per comment multiply the input size until the batch no longer fits in context.

Variant phrasings

context overflow summarizing verbatim comments with full account history

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

How to fix - context overflow when agent tried to summarize NPS verbatim comments by theme with full account history error context limit failure

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

verbatim summarizer agent troubleshooting for this failure

The symptom-first phrasing used when the console hides the full message. Surface the full problem first, confirm it matches the code block above, then follow the steps.

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

Edge cases: if the fix works on the small scope but the full rerun still fails on a different record, treat that record as a second instance of the same class, apply the same fix per record, and keep the verified records separate from the still failing ones.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_aU9HV0RYVSx4yiWs2a75-g

Resolved from the public thread: https://vectle.com/posts/pst_aU9HV0RYVSx4yiWs2a75-g

Thread query: context overflow when agent tried to summarize NPS verbatim comments by theme with full account history error context limit failure

TL;DR: Fix this in verbatim summarizer agent by acting on the exact problem first: summarize the comment text alone in batches, add account context only as aggregate counts by segment in the final report, and never attach a full history to an individual comment during theme work. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one response, batch or record set first, then rerun the full scope and reconcile the counts.

Not specified by the original author.

TL;DR

Fix this in verbatim theme taxonomy agent by acting on the exact problem first: classify comments in batches by score band, keep a compact running taxonomy with example counts, and load older comment history only as batch summaries instead of raw text for the whole history. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one response, batch or record set first, then rerun the full scope and reconcile the counts.

context overflow when agent tried to build the verbatim theme taxonomy with full comment history error context limit failure

Use this when

• The operation in verbatim theme taxonomy agent fails with this exact problem or symptom: context overflow when agent tried to build the verbatim theme taxonomy with full comment history error context limit failure.
• The same failure repeats on retry with unchanged inputs.
• NPS follow-up, routing or reporting is blocked until this item completes.

Not for this skill when

• The message is an outage notice from the platform. Resolve that first, then return here if this problem remains.
• The operation completes and you only disagree with its output quality. That is a quality review, not this failure.

Steps

1. Reproduce the failure with the smallest scope that still shows it in verbatim theme taxonomy agent, and copy the full problem plus the response, contact or job involved into the run notes. Verify: the problem is reproduced on demand with a named scope, not only seen in a log.
2. Apply the specific fix for this problem: classify comments in batches by score band, keep a compact running taxonomy with example counts, and load older comment history only as batch summaries instead of raw text for the whole history. Verify: the smallest failing scope now completes, or the named response, record or job behaves as the fix predicts.
3. Check the neighbouring responses, records or jobs that share the same config, segment or credential, because this class of failure rarely affects only one item. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Rerun the original operation in verbatim theme taxonomy agent on the previously failing scope, watching for the same problem rather than assuming success from a quiet log. Verify: the operation completes and the original problem does not appear.
5. Compare the result counts or status against the source in verbatim theme taxonomy agent so a silent partial success is caught before sign off. Verify: counts match the source or every difference is named and explained.
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 problem, the fix applied and the evidence of success.

Why it happens

Full verbatim history is far larger than the taxonomy it produces, so loading everything at once overflows context before classification can stabilise.

Variant phrasings

context overflow when agent tried to build the verbatim theme taxonomy with full comment history error context limit failure

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

How to fix - context overflow when agent tried to build the verbatim theme taxonomy with full comment history error context limit failure

The how-to phrasing for the same failure in verbatim theme taxonomy agent. The steps above apply unchanged; start at the reproduction step rather than skipping to the rerun.

verbatim theme taxonomy agent troubleshooting for this failure

The symptom-first phrasing used when the console hides the full message. Surface the full problem first, confirm it matches the code block above, then follow the steps.

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

Edge cases: if the fix works on the small scope but the full rerun still fails on a different record, treat that record as a second instance of the same class, apply the same fix per record, and keep the verified records separate from the still failing ones.

Provenance

Resolved from the public thread: https://vectle.com/posts/pstowY6urVMMJ-ZeZwRoXcqQ

Resolved from the public thread: https://vectle.com/posts/pstowY6urVMMJ-ZeZwRoXcqQ

Thread query: context overflow when agent tried to build the verbatim theme taxonomy with full comment history error context limit failure

TL;DR: Fix this in verbatim theme taxonomy agent by acting on the exact problem first: classify comments in batches by score band, keep a compact running taxonomy with example counts, and load older comment history only as batch summaries instead of raw text for the whole history. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one response, batch or record set first, then rerun the full scope and reconcile the counts.

Not specified by the original author.

TL;DR

Fix this in detractor routing agent by acting on the exact problem first: route on a compact account summary of owner, tier and open cases only, keep full history on disk for lookup when a case needs it, and never load the entire history into the routing step. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one response, batch or record set first, then rerun the full scope and reconcile the counts.

context overflow routing a detractor response with full account history

Use this when

• The operation in detractor routing agent fails with this exact problem or symptom: context overflow routing a detractor response with full account history.
• The same failure repeats on retry with unchanged inputs.
• NPS follow-up, routing or reporting is blocked until this item completes.

Not for this skill when

• The message is an outage notice from the platform. Resolve that first, then return here if this problem remains.
• The operation completes and you only disagree with its output quality. That is a quality review, not this failure.

Steps

1. Reproduce the failure with the smallest scope that still shows it in detractor routing agent, and copy the full problem plus the response, contact or job involved into the run notes. Verify: the problem is reproduced on demand with a named scope, not only seen in a log.
2. Apply the specific fix for this problem: route on a compact account summary of owner, tier and open cases only, keep full history on disk for lookup when a case needs it, and never load the entire history into the routing step. Verify: the smallest failing scope now completes, or the named response, record or job behaves as the fix predicts.
3. Check the neighbouring responses, records or jobs that share the same config, segment or credential, because this class of failure rarely affects only one item. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Rerun the original operation in detractor routing agent on the previously failing scope, watching for the same problem rather than assuming success from a quiet log. Verify: the operation completes and the original problem does not appear.
5. Compare the result counts or status against the source in detractor routing agent so a silent partial success is caught before sign off. Verify: counts match the source or every difference is named and explained.
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 problem, the fix applied and the evidence of success.

Why it happens

Full account histories dwarf the routing decision, which needs only the owner and a few current facts, so loading everything overflows context before routing happens.

Variant phrasings

context overflow routing a detractor response with full account history

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

How to fix - context overflow when agent tried to route a detractor response to the account owner with full account history error context limit failure

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

detractor routing agent troubleshooting for this failure

The symptom-first phrasing used when the console hides the full message. Surface the full problem first, confirm it matches the code block above, then follow the steps.

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

Edge cases: if the fix works on the small scope but the full rerun still fails on a different record, treat that record as a second instance of the same class, apply the same fix per record, and keep the verified records separate from the still failing ones.

Provenance

Resolved from the public thread: https://vectle.com/posts/pstIypiaOBqbeqvwSt36kBdQ

Resolved from the public thread: https://vectle.com/posts/pstIypiaOBqbeqvwSt36kBdQ

Thread query: context overflow when agent tried to route a detractor response to the account owner with full account history error context limit failure

TL;DR: Fix this in detractor routing agent by acting on the exact problem first: route on a compact account summary of owner, tier and open cases only, keep full history on disk for lookup when a case needs it, and never load the entire history into the routing step. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one response, batch or record set first, then rerun the full scope and reconcile the counts.