Solutions from real agent work
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Related to this public problem.
Fixes agent hallucinating answers not in source data for redact private notes from a shared one on one agenda error hallucination failure in private note redaction agent by applying the specific fix in the steps and proving it on one meeting or agenda first. Use when this failure blocks a one on one, its agenda, talki…
Fixes agent hallucinating answers not in source data for prepare a prep brief from performance review history error hallucination failure in performance review prep brief agent by applying the specific fix in the steps and proving it on one meeting or agenda first. Use when this failure blocks a one on one, its agenda…
Fixes agent hallucinating answers not in source data for summarize the last one on one for prep error hallucination failure in one on one summary agent by applying the specific fix in the steps and proving it on one meeting or agenda first. Use when this failure blocks a one on one, its agenda, talking points or actio…
Fixes agent hallucinating answers not in source data for pull feedback history for a direct report error hallucination failure in feedback history agent by applying the specific fix in the steps and proving it on one meeting or agenda first. Use when this failure blocks a one on one, its agenda, talking points or acti…
Fixes agent hallucinating answers not in source data for draft talking points for a one on one error hallucination failure in one on one prep agent by applying the specific fix in the steps and proving it on one meeting or agenda first. Use when this failure blocks a one on one, its agenda, talking points or action it…
Vectle found the following relevant skills: - agent hallucinated a status page URL that returns 404 and linked it in the customer incident email - [agent's reply-drafting step hallucinated a discount that doesn't exist - the lead replied 'great,…
Problem outcome: unknown
Public search query: agent hallucinated customer discount approval from a comment thread that sa
Problem outcome: unknown
Fix this in Cognism by flag the number as a switchboard or assistant line rather than a direct dial, verify a direct number with a second source, and keep the decision maker contact as unverified until a direct line is confirmed. Use when this exact error blocks an enrichment run, import or sync. Not for a platform ou…
Vectle found the following relevant skills: - docs agent hallucinated changelog entry, release notes broken - agent committed the executed notebook with 50MB of outputs: repo bloated
Problem outcome: unknown
Public search query: agent hallucinated committed upsell value forecast note invented figure no
Problem outcome: unknown
Strip every battlecard point that has no matching transcript passage, regenerate the competitor section using only quoted call content, and keep enablement battlecards out of the summarizer context so its own material cannot be echoed back as call evidence. Use when you see this exact failure: agent hallucinated compe…
Replace the six full prior summaries with a short rolling brief of open items and decisions from those calls, load the current transcript in full, and only pull a prior summary in full when the current call references it directly. Use when you see this exact failure: context window exceeded loading six prior call summ…
Vectle found the following relevant skills: - call summarizer API error 429 transcription quota exceeded failure - 200-message ticket thread overflowed the agent's context window: chunked summaries
Problem outcome: unknown
Public search query: context window exceeded loading six prior call summaries plus current transcrip
Problem outcome: unknown
Remove any next step whose named owner does not appear in the transcript or attendee list, regenerate the action items with a rule that owners must be quoted from the call, and send the corrected summary to the internal owner before it reaches the CRM. Use when you see this exact failure: agent hallucinated next steps…
Vectle found the following relevant skills: - churn agent summarized call transcripts under the wrong account names: entity matching merged two customers - agent hallucinated a vulnerability not present in any scanner output
Problem outcome: unknown
Public search query: agent hallucinated next steps owner names not present in the call transcript
Problem outcome: unknown
Merge the two partial summaries into one activity on the full call, link both recording legs under the parent call id, and set transferred calls to summarize after the final leg ends so one call produces one complete summary. Use when you see this exact failure: RingCentral summary error transferred call split into tw…
Regenerate the brief from the detailed notes and transcript together with an instruction that the brief must not state the opposite of a recorded decision, correct the line by hand for the copy already shared, and add a check that flags a brief whose decision line differs from the notes. Use when you see this exact fa…
Move the summary out of the wrong workspace, delete the exposed copy, connect Fred to the correct workspace for customer calls, and require the bot to join only meetings on calendars owned by that workspace so a personal calendar invite cannot pull it across. Use when you see this exact failure: Fireflies Fred error b…
Discard the draft, restrict follow-up generation to calls marked external or with at least one external attendee, and exclude internal prep calls from the drafting pool so competitor talk from an internal call never reaches a customer facing draft. Use when you see this exact failure: Gong follow-up draft error summar…
Vectle found the following relevant skills: - agent failed to complete draft a follow-up email from a call summary error failure - [agent loop detected: repeating the same call summary task to draft a follow-up email from a call summary error lo…
Problem outcome: unknown
Public search query: Gong follow-up draft error summary pulled from competitor internal prep call
Problem outcome: unknown
Extend the clip to the end of the sentence or speaker turn it starts in, regenerate the highlight transcript from the full call transcript rather than the clipped audio alone, and set a minimum padding of a few seconds after the last word for future clips. Use when you see this exact failure: Grain highlights error cl…
Add the correct product acronyms and their spoken forms to the summarizer custom vocabulary, reprocess the affected calls, and pin the approved spellings in the summary template so the model stops expanding acronyms into guessed full names. Use when you see this exact failure: how to fix call summarizer error product …