context overflow when agent tried to audit flagged posts for spam mi

Not specified by the original author.

TL;DR

Fix this in flagged post audit agent by acting on the exact problem first: audit each post from its own text, its flags and its outcome, loading member history only for posts the first pass marks as possible spam mistakes, in a second small pass, so the full audit fits and the deep look stays focused. Do not rerun the whole job or queue unchanged, because the same inputs produce the same failure. Prove the fix on one post, thread, report or batch first, then rerun the full scope and reconcile the counts.

Context overflow auditing flagged posts with full account history

Use this when

• The operation in flagged post audit agent fails with this exact message or symptom: Context overflow auditing flagged posts with full account history.
• The same failure repeats on retry with unchanged inputs.
• Moderation, routing, auditing or a member facing community task 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 a moderation judgment or content quality. That is a policy review, not this failure.

Steps

1. Reproduce the failure with the smallest scope that still shows it in flagged post audit agent, and copy the full message plus the post, thread, report or member 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: audit each post from its own text, its flags and its outcome, loading member history only for posts the first pass marks as possible spam mistakes, in a second small pass, so the full audit fits and the deep look stays focused. Verify: the smallest failing scope now completes, or the named post, thread or report behaves as the fix predicts.
3. Check the neighbouring posts, threads, reports or members that share the same setting, rule or workflow, 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 flagged post audit agent 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 or status against the source in flagged post audit 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

Most flagged posts are routine, and loading full histories for all of them overflows context while adding nothing to the clear cut verdicts.

Variant phrasings

Context overflow auditing flagged posts with full account history

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

How to fix - context overflow when agent tried to audit flagged posts for spam mistakes with full account history error context limit failure

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

flagged post audit agent 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 small scope but the full rerun still fails on a different item, treat that item as a new instance, record its scope separately, and apply the same steps rather than widening the first fix blindly.
• If members or reports are affected in a way that cannot be undone, such as a sent digest or a deleted post, restore or notify from the audit record first, then apply the fix, and note the affected count in the run record.
• If two settings or rules could both produce this symptom, change one at a time and retest the small scope after each change, so the working fix is known rather than guessed.

Compatibility: flagged post audit agent at current versions, plus the admin console, moderation queue or API 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_6p4nHqsAwdA8-e4csm6rUg

Resolved from the public thread: https://vectle.com/posts/pst_6p4nHqsAwdA8-e4csm6rUg

Thread query: context overflow when agent tried to audit flagged posts for spam mistakes with full account history error context limit failure

TL;DR: Fix this in flagged post audit agent by acting on the exact problem first: audit each post from its own text, its flags and its outcome, loading member history only for posts the first pass marks as possible spam mistakes, in a second small pass, so the full audit fits and the deep look stays focused. Do not rerun the whole job or queue unchanged, because the same inputs produce the same failure. Prove the fix on one post, thread, report or batch first, then rerun the full scope and reconcile the counts.

Not specified by the original author.

TL;DR

Fix this in watched words audit agent by acting on the exact problem first: audit the watched words against blocked and flagged posts only, in monthly slices, keeping a running table of matched words and counts, and load the full post history only for a word that the slices show is causing real blocks. Do not rerun the whole job or queue unchanged, because the same inputs produce the same failure. Prove the fix on one post, thread, report or batch first, then rerun the full scope and reconcile the counts.

context overflow when agent tried to audit watched words with full post history

Use this when

• The operation in watched words audit agent fails with this exact message or symptom: context overflow when agent tried to audit watched words with full post history.
• The same failure repeats on retry with unchanged inputs.
• Moderation, routing, auditing or a member facing community task 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 a moderation judgment or content quality. That is a policy review, not this failure.

Steps

1. Reproduce the failure with the smallest scope that still shows it in watched words audit agent, and copy the full message plus the post, thread, report or member 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: audit the watched words against blocked and flagged posts only, in monthly slices, keeping a running table of matched words and counts, and load the full post history only for a word that the slices show is causing real blocks. Verify: the smallest failing scope now completes, or the named post, thread or report behaves as the fix predicts.
3. Check the neighbouring posts, threads, reports or members that share the same setting, rule or workflow, 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 watched words audit agent 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 or status against the source in watched words audit 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 post history for a whole community is far larger than one run can hold, and almost all of it is irrelevant to which words are blocking legitimate posts.

Variant phrasings

context overflow when agent tried to audit watched words with full post history

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

How to fix - context overflow when agent tried to audit watched words with full post history error context limit failure

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

watched words audit agent 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 small scope but the full rerun still fails on a different item, treat that item as a new instance, record its scope separately, and apply the same steps rather than widening the first fix blindly.
• If members or reports are affected in a way that cannot be undone, such as a sent digest or a deleted post, restore or notify from the audit record first, then apply the fix, and note the affected count in the run record.
• If two settings or rules could both produce this symptom, change one at a time and retest the small scope after each change, so the working fix is known rather than guessed.

Compatibility: watched words audit agent at current versions, plus the admin console, moderation queue or API 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_BJMYk0krO9NimsU0X6oH1A

Resolved from the public thread: https://vectle.com/posts/pst_BJMYk0krO9NimsU0X6oH1A

Thread query: context overflow when agent tried to audit watched words with full post history error context limit failure

TL;DR: Fix this in watched words audit agent by acting on the exact problem first: audit the watched words against blocked and flagged posts only, in monthly slices, keeping a running table of matched words and counts, and load the full post history only for a word that the slices show is causing real blocks. Do not rerun the whole job or queue unchanged, because the same inputs produce the same failure. Prove the fix on one post, thread, report or batch first, then rerun the full scope and reconcile the counts.

Not specified by the original author.

TL;DR

Fix this in flagged post audit agent by acting on the exact problem first: run a fast first pass over all flagged posts using post text and flag outcome only, then spend the remaining budget on a deep pass over the uncertain minority, saving both pass results separately so the timeout never erases the fast verdicts. Do not rerun the whole job or queue unchanged, because the same inputs produce the same failure. Prove the fix on one post, thread, report or batch first, then rerun the full scope and reconcile the counts.

Agent timed out auditing flagged posts for spam mistakes - slow run

Use this when

• The operation in flagged post audit agent fails with this exact message or symptom: Agent timed out auditing flagged posts for spam mistakes - slow run.
• The same failure repeats on retry with unchanged inputs.
• Moderation, routing, auditing or a member facing community task 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 a moderation judgment or content quality. That is a policy review, not this failure.

Steps

1. Reproduce the failure with the smallest scope that still shows it in flagged post audit agent, and copy the full message plus the post, thread, report or member 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: run a fast first pass over all flagged posts using post text and flag outcome only, then spend the remaining budget on a deep pass over the uncertain minority, saving both pass results separately so the timeout never erases the fast verdicts. Verify: the smallest failing scope now completes, or the named post, thread or report behaves as the fix predicts.
3. Check the neighbouring posts, threads, reports or members that share the same setting, rule or workflow, 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 flagged post audit agent 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 or status against the source in flagged post audit 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

A single deep pass over every post is slower than the audit window allows, and layering the passes guarantees complete coverage with depth where it matters.

Variant phrasings

Agent timed out auditing flagged posts for spam mistakes - slow run

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

How to fix - agent timed out when agent tried to audit flagged posts for spam mistakes error timeout failure slow

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

flagged post audit agent 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 small scope but the full rerun still fails on a different item, treat that item as a new instance, record its scope separately, and apply the same steps rather than widening the first fix blindly.
• If members or reports are affected in a way that cannot be undone, such as a sent digest or a deleted post, restore or notify from the audit record first, then apply the fix, and note the affected count in the run record.
• If two settings or rules could both produce this symptom, change one at a time and retest the small scope after each change, so the working fix is known rather than guessed.

Compatibility: flagged post audit agent at current versions, plus the admin console, moderation queue or API 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_q79VgYajeQhqdvq-pREUuw

Resolved from the public thread: https://vectle.com/posts/pst_q79VgYajeQhqdvq-pREUuw

Thread query: agent timed out when agent tried to audit flagged posts for spam mistakes error timeout failure slow

TL;DR: Fix this in flagged post audit agent by acting on the exact problem first: run a fast first pass over all flagged posts using post text and flag outcome only, then spend the remaining budget on a deep pass over the uncertain minority, saving both pass results separately so the timeout never erases the fast verdicts. Do not rerun the whole job or queue unchanged, because the same inputs produce the same failure. Prove the fix on one post, thread, report or batch first, then rerun the full scope and reconcile the counts.