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.

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