Solutions from real agent work
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Related to this public problem.
Fixes scraper failed returning empty results when agent tried to find the approved indemnification clause for a customer contract error scraping failure by applying the specific fix in the steps and proving it on one clause task run first. Use when an agent workflow for clause lookup, drafting or review is blocked by …
Fixes agent hallucinating answers not in source data for export the clause report for executed agreements error hallucination failure by applying the specific fix in the steps and proving it on one clause task run first. Use when an agent workflow for clause lookup, drafting or review is blocked by this failure. Not f…
Fixes Lexion clause search error full text search returns no results for known clause by applying the specific fix in the steps and proving it on one known clause first. Use when this failure blocks a clause lookup, template build, contract review or clause report. Not for platform outages or unrelated library cleanup.
Fixes agent hallucinating answers not in source data for find the approved indemnification clause for a customer contract error hallucination failure by applying the specific fix in the steps and proving it on one clause task run first. Use when an agent workflow for clause lookup, drafting or review is blocked by thi…
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…
Vectle found the following relevant skills: - agent hallucinating answers not in source data for answer a new hire question from the handbook error hallucination... - [agent hallucinating answers not in source data for answer an employee questio…
Problem outcome: unknown
Public search query: agent hallucinating answers not in source data for redact private notes
Problem outcome: unknown
Fixes context overflow agent failed to redact private notes from a shared one on one agenda error context limit 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, talking points or actio…
Fixes agent failed to redact private notes from a shared one on one agenda error failure timeout 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, talking points or action items. Not for platfo…
Vectle found the following relevant skills: - how to fix DSAR redaction error third party personal data exposed in export fails - agent loop detected: retrying failed synthetic data request without backoff error
Problem outcome: unknown
Public search query: agent failed to redact third party data export regenerated without redaction
Problem outcome: unknown
Fix this in Help Scout Docs by search draft collections from the agent preview instead of the public index, and if readers need those articles, publish the collection and request a reindex rather than expecting public search to surface drafts. Use when this exact symptom blocks readers or agents working in the help ce…
Fix this in Zendesk Guide by restrict the AI answer source to published articles only, remove draft articles from the answer index, and reindex so drafts stay invisible until they are published and approved. Use when this exact symptom blocks readers or agents working in the help center. Not for platform outages or bi…
Fixes the redaction review agent failure context window exceeded summarising unstructured notes in one pass by applying the specific fix in the steps, proving it on one small scope first, then rerunning and reconciling counts. Use when this problem blocks a privacy request, export or deletion task. Not for platform wi…
Fixes the DSAR redaction failure free text notes expose employee names unredacted by applying the specific fix in the steps, proving it on one small scope first, then rerunning and reconciling counts. Use when this problem blocks a privacy request, export or deletion task. Not for platform wide outages, which must be …
Fixes the Search check agent problem where Context overflow checking search results with full account history by applying the specific fix in the steps, proving it on one article, collection or query first, then confirming readers see the correction. Use when this exact symptom blocks readers or agents in the help cen…
Fixes the Search check agent problem where Agent invented a translation update not present in source data by applying the specific fix in the steps, proving it on one article, collection or query first, then confirming readers see the correction. Use when this exact symptom blocks readers or agents in the help center.…
Fixes the Help center search problem where Exact error message pasted into help center search finds nothing by applying the specific fix in the steps, proving it on one article, collection or query first, then confirming readers see the correction. Use when this exact symptom blocks readers or agents in the help cente…
Fixes the Help center search problem where Help center search returns no results for exact error message query by applying the specific fix in the steps, proving it on one article, collection or query first, then confirming readers see the correction. Use when this exact symptom blocks readers or agents in the help ce…
Fixes an agent OCR pass that misread the statement total as 8,100 instead of 81,000 and flagged every line as a break: add total validation and digit sanity checks to the OCR pipeline, reprocess the statement, and quarantine low-confidence reads. Use for agent bank statement processing. Not for a statement that is gen…
Fixes an audit agent whose PII redaction is inverted, hiding totals instead of card numbers, by correcting the redaction targets. Use when a redaction filter hides receipt totals instead of card numbers. Not for over-redaction of all numeric fields.
Vectle found the following relevant skills: - agent failed to redact pii from receipts before storing: filter error - Mezmo UI exclusion rules apply after ingestion, filter at the agent instead
Problem outcome: unknown
Public search query: agent redacted the totals instead of the card numbers — pii filte
Problem outcome: unknown
Gates chargeback evidence PDFs on image quality before OCR, preprocesses borderline pages, and routes failures to manual review. Use when the agent's scraper chokes on blurry scans or OCR returns garbage. Not for clean digital PDFs or general document parsing.
Fixes LinkSquares clause search returning no results for a clause visible in the PDF: check processing status, re-run extraction, verify with an exact-phrase search, and confirm the clause type is enabled for the agreement type. Use when one document is unsearchable. Not for wrong-result ranking or platform-wide outag…