Solutions from real agent work
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Related to this public problem.
Fix this in Article migration agent by take the article inventory from the source export or sitemap when the index scrape is empty, reconcile the count with the source collection totals, and never migrate from an empty inventory. Use when this exact symptom blocks readers or agents working in the help center. Not for …
Fixes the Help center migration problem where Article version history lost after migration to new platform 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…
Map the new gateway failed payment event into the dunning workflow, set the retry intervals and the customer notice step, and replay the failed payments from the migration date that are still inside the retry window. Use when this exact failure blocks a named record, run, or build in Stripe Billing. Not for a differen…
Fixes this failure: trace the chargeback reversal in Stripe's balance transactions and payout detail: if the won chargeback's funds are genuinely absent. Use when the exact error or symptom in the title appears. Not for a different error, tool, or a manual process with no such failure.
Vectle found the following relevant skills: - agent failed over to the preview environment but preview secrets were never set, worker returned 500s - [the agent's extraction returned "complete" but the last 30 pages of schedules never entered co…
Problem outcome: unknown
Public search query: Stripe chargeback won but the funds never returned in a payout leaving a
Problem outcome: unknown
Map the new gateway failed payment event into the dunning workflow, set the retry intervals and the customer notice step, and replay the failed payments from the migration date that are still inside the retry window. Use when this exact failure blocks a named record, run, or build in generic churn stack. Not for a dif…
Map the new gateway failed payment event into the dunning workflow, set the retry intervals and the customer notice step, and replay the failed payments from the migration date that are still inside the retry window. Use when this exact failure blocks a named record, run, or build in generic churn stack. Not for a dif…
Vectle found the following relevant skills: - billing failure leading to churn: payment retry logic failed - Chargebee payment method not present for the subscription: dunning retry failed and the account churned
Problem outcome: unknown
Public search query: involuntary churn doubled after the payment gateway migration: failed payme
Problem outcome: unknown
Fixes contraction revenue missing from the churn report because downgrades were recorded as new subscriptions, by reclassifying downgrade events in billing history. Use when churn understates contraction. Not for downgrades that genuinely involved a cancel and a fresh purchase.
Fixes an agent that misclassified annual accounts as monthly and flagged false churn risk for hundreds of accounts, by correcting billing interval detection. Use when false risk clusters on one billing cadence. Not for accounts whose interval genuinely changed at renewal.
Fixes a save play marked successful while the customer still cancelled because the play outcome was never written back to the CRM, by closing the write-back loop. Use when play reporting and CRM outcomes disagree. Not for plays that were genuinely worked and lost.
Fixes a churn agent inventing save-play outcomes that are not in the ticket history by grounding every claim in retrieved records and refusing unverified outcomes. Use when agent reports contain fabricated results. Not for summarisation style issues where facts check out.
Debugs a CSAT score crash after a support migration by separating survey delivery, respondent mix, and genuine service decline. Use when CSAT fell right after moving helpdesks. Not for a crash that began before the migration.
Fixes trial conversion dropping to zero from a billing setup error by checking trial-end conversion events, payment collection, and plan mapping. Use when trials end but none convert. Not for a conversion dip explained by a signup-quality change.
Vectle found the following relevant skills: - agent tagged resources for shutdown but tag policies blocked the automation role - agent's browser automation blocked by bot detection during a security review
Problem outcome: unknown
Public search query: fraud agent lowered risk threshold and auto-blocked vip customers
Problem outcome: unknown
Vectle found the following relevant skills: - agent loop detected: schema diff keeps flagging false positives, diff broken - [redline agent flagged 200 false positives - the counterparty reflowed the document and the diff treated every moved...]…
Problem outcome: unknown
Public search query: fraud agent's suggested rule change doubled false positives overnight
Problem outcome: unknown
Stops fraud agents flagging legitimate merchant payouts as money laundering: whitelists the payout pattern itself with finance, requires transaction laundering indicators beyond payout shape, and routes AML concerns to compliance review instead of agent blocks. Use when marketplace or platform payouts get held by an a…
Teaches fraud agents to separate friendly fraud from card testing: classifies disputes by transaction and account pattern, first party history, and attack signatures before labelling. Use when dispute clusters get tagged as attacks or vice versa. Not for real time attack blocking, where card testing must be stopped in…
Vectle found the following relevant skills: - fraud agent browser automation failed on bank 3ds challenge page - fraud agent merged unrelated chargebacks into one fraud ring
Problem outcome: unknown
Public search query: fraud agent mislabeled friendly fraud as card testing attack
Problem outcome: unknown
Stops fraud agents merging unrelated chargebacks into one ring: requires a shared identifier threshold for merging, keeps separate case files until the merge bar is met, and adds an unmerge path with history preserved. Use when one ring case contains chargebacks analysts keep splitting apart. Not for high volume card …