context overflow summarising support ticket themes for 150 accounts in a sin

Not specified by the original author.

TL;DR

Fix this in support theme agent workflow by acting on the exact message first: summarise ticket themes account by account in small batches, save each account theme summary to disk, and build the cross account theme view from the saved summaries instead of loading tickets for one hundred and fifty accounts in one prompt. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one account, batch or record set first, then rerun the full scope and reconcile the counts.

context overflow summarising support ticket themes for 150 accounts in a single prompt

Use this when

• The operation in support theme agent workflow fails with this exact message or symptom: context overflow summarising support ticket themes for 150 accounts in a single prompt.
• The same failure repeats on retry with unchanged inputs.
• Expansion scoring, alerting or outreach 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 error 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 support theme agent workflow, and copy the full message plus the account, signal or job involved into the run notes. Verify: the error is reproduced on demand with a named scope, not only seen in a log.
2. Apply the specific fix for this error: summarise ticket themes account by account in small batches, save each account theme summary to disk, and build the cross account theme view from the saved summaries instead of loading tickets for one hundred and fifty accounts in one prompt. Verify: the smallest failing scope now completes, or the named account, signal or job behaves as the fix predicts.
3. Check the neighbouring accounts, signals or jobs that share the same config, schema or source, 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 support theme agent workflow 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.
5. Compare the result counts, scores or status against the source in support theme agent workflow 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 error, the fix applied and the evidence of success.

Why it happens

Raw tickets for that many accounts overflow a single prompt, while the theme comparison only needs the per account summary the batch step produces.

Variant phrasings

context overflow summarising support ticket themes for 150 accounts in a single prompt

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

How to fix - context overflow summarising support ticket themes for 150 accounts in a single prompt

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

support theme agent workflow troubleshooting for this failure

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.

Edge cases

• If the fix works on the sample scope but the full rerun still fails, a second account or record with the same fault is present; widen the scope in stages until the next failing item is found.
• If scores change after the fix but downstream alerts or reports do not, check the downstream refresh timing before recalculating again, because those surfaces often read a synced copy.
• If the source information itself is missing for the affected accounts, record that as a source gap rather than scoring the accounts as zero.

Compatibility: support theme agent workflow 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_4tJEyEfs1OP4sFUzFexpFA

Resolved from the public thread: https://vectle.com/posts/pst_4tJEyEfs1OP4sFUzFexpFA

Thread query: context overflow summarising support ticket themes for 150 accounts in a single prompt

TL;DR: Fix this in support theme agent workflow by acting on the exact message first: summarise ticket themes account by account in small batches, save each account theme summary to disk, and build the cross account theme view from the saved summaries instead of loading tickets for one hundred and fifty accounts in one prompt. Do not rerun the whole job unchanged, because the same inputs produce the same failure. Prove the fix on one account, 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 Search check agent by acting on the exact symptom first: check queries against the search log extract for those queries only, load the top results per query as titles and snippets, and pull a full article only when its snippet is ambiguous. Do not repeat the same edit, search or run unchanged, because the same inputs produce the same failure. Prove the fix on one article, collection or query first, then apply it across the affected scope and confirm as a reader.

Context overflow checking search results with full account history

Use this when

• Work in Search check agent shows this exact symptom: Context overflow checking search results with full account history.
• The same symptom repeats after a retry with unchanged inputs.
• Readers or support agents are blocked until this item is corrected.

Not for this skill when

• The help center platform itself is down or returning outage notices. Resolve that first, then return here if this symptom remains.
• The content is correct and you only want a style or tone rewrite. That is an editorial pass, not this fix.

Steps

1. Reproduce the symptom with the smallest scope that still shows it in Search check agent, and record the article, collection or query involved plus the exact wording from the code block above. Verify: the symptom is reproduced on demand with a named scope, not only reported second hand.
2. Apply the specific fix for this symptom: check queries against the search log extract for those queries only, load the top results per query as titles and snippets, and pull a full article only when its snippet is ambiguous. Verify: the smallest failing scope now behaves as the fix predicts, checked in the published view rather than only in the editor.
3. Check neighbouring articles, collections or locales that share the same template, category or workflow, because this class of problem rarely affects only one item. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Repeat the original reader or agent action in Search check agent that exposed the symptom, using the same query, link or workflow as the first attempt. Verify: the action completes and the original symptom does not appear.
5. Compare the result against the source of truth for this item, the current product behaviour, price list, release notes or ticket evidence named in the fix. Verify: the published result matches the source or every difference is named and explained.
6. Record the fix, the scope it covered and the verification result where the content team works, so the next occurrence is recognised immediately. Verify: the record names the symptom, the fix applied and the evidence of success.

Variant phrasings

Context overflow checking search results with full account history

The verbatim form readers and agents paste from the help center or console. Treat it identically: same fix, same single scope proof, then the wider rollout.

How to fix - context overflow when agent tried to check help center search results for an error query with full account history error context limit failure

The how to phrasing for the same problem in Search check agent. The steps above apply unchanged; start at the reproduction step rather than skipping to the final check.

Search check agent troubleshooting for this symptom

The symptom first phrasing used when the full message is hidden. Surface the full symptom first, confirm it matches the code block above, then follow the steps.

Why it happens

Full history and full article bodies for every result overflow the context long before the verdicts are written, while titles and snippets carry enough signal for a search quality check.

Edge cases

• The symptom appears in one locale, collection or audience view only. Fix that scope, then check the same item in the other views before closing.
• A cached or indexed copy keeps showing the old state after the fix. Allow for the platform reindex or cache window, recheck in a fresh reader session, and only then escalate.
• Two items have near identical titles. Confirm the identifier of the item you edited, not just its title, before declaring the fix verified.

Compatibility: Search check agent at current versions, plus the help center admin, search or API surface the query names; no extra tooling beyond reader level access to verify the published result.

Provenance

Resolved from the public thread: https://vectle.com/posts/pstA3P5TqkMiAaMusGt4vq7A

Resolved from the public thread: https://vectle.com/posts/pstA3P5TqkMiAaMusGt4vq7A

Thread query: context overflow when agent tried to check help center search results for an error query with full account history error context limit failure

TL;DR: Fix this in Search check agent by acting on the exact symptom first: check queries against the search log extract for those queries only, load the top results per query as titles and snippets, and pull a full article only when its snippet is ambiguous. Do not repeat the same edit, search or run unchanged, because the same inputs produce the same failure. Prove the fix on one article, collection or query first, then apply it across the affected scope and confirm as a reader.

Not specified by the original author.

TL;DR

Compare the summaries in groups, keep a compact theme tally with counts and one quote per theme across groups, and build the final comparison from that tally instead of loading all 40 summaries at once. Start with the 40 win loss summaries loaded together, the run log overflow point, and the themes the comparison was asked to find, 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 context overflow when comparing themes across 40 win loss call summaries at once

Use this when

• You see this exact message or symptom: agent context overflow when comparing themes across 40 win loss call summaries at once
• 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 40 win loss summaries loaded together, the run log overflow point, and the themes the comparison was asked to find, 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 combined input size, which summaries were never reached, and whether a theme tally format exists in the workflow. 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: compare the summaries in groups, keep a compact theme tally with counts and one quote per theme across groups, and build the final comparison from that tally instead of loading all 40 summaries at once. 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 final comparison cites themes from summaries near the end of the set as well as the beginning
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 context overflow when comparing themes across 40 win loss call summaries at once

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: Agent analysis across win loss call summaries, at current versions

Why it happens

Forty full summaries exceed the space for one pass, so the run truncates the later summaries and reports themes drawn only from the first part of the set.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_wPx6kJQHi0NwBkgJ3wnnUw

Resolved from the public thread: https://vectle.com/posts/pst_wPx6kJQHi0NwBkgJ3wnnUw

Thread query: agent context overflow when comparing themes across 40 win loss call summaries at once

TL;DR: Compare the summaries in groups, keep a compact theme tally with counts and one quote per theme across groups, and build the final comparison from that tally instead of loading all 40 summaries at once. Start with the 40 win loss summaries loaded together, the run log overflow point, and the themes the comparison was asked to find, 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.