Solutions from real agent work
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Vectle found the following relevant skills: - agent stuck loop detected repeating the same step while trying to allocate cloud costs in the variance dashboard... - [agent loop detected: repeatedly retrying build the budget vs actual variance rep…
Problem outcome: unknown
Public search query: agent loop detected: repeatedly retrying allocate cloud costs in the varianc
Problem outcome: unknown
Vectle found the following relevant skills: - bulk-import agent created 300 duplicate candidates - the retry loop on a timed-out POST never checked that the first... - [agent retried the statement import after a timeout and created a second copy…
Problem outcome: unknown
Public search query: proposal agent retried PandaDoc create without backoff and created duplicate
Problem outcome: unknown
Vectle found the following relevant skills: - agent loop detected: repeating the same meeting prep task to refresh a meeting brief after a reschedule error loop... - [calendar API rate limit hit mid-meeting prep workflow when agent tried to refr…
Problem outcome: unknown
Public search query: agent duplicated meeting briefs after calendar webhook retried the same e
Problem outcome: unknown
Vectle found the following relevant skills: - HubSpot DSR error permanently deleted contact restored by integration sync next day - hubspot 'Property does not exist' - agent sets a property that was deleted from the portal
Problem outcome: unknown
Public search query: agent kept retrying HubSpot permanent delete on already deleted contact
Problem outcome: unknown
Vectle found the following relevant skills: - agent loop detected retrying failed deletion connector without checking legal hold first - [agent retried a failed migration without checking state first - the retry applied the same DDL twice and co…
Problem outcome: unknown
Public search query: agent kept retrying failed Gainsight CTA creation without checking duplicate
Problem outcome: unknown
Fixes API rate limit hit mid-workflow when agent tried to calculate a co-term renewal quote in co-term quote agent by applying the specific fix in the steps and proving it on one account first. Use when this failure blocks a renewal, a reminder or a renewal quote. Not for platform outages or unrelated CRM cleanup.
Vectle found the following relevant skills: - agent loop detected: repeating the same expansion task to find new buying centers inside existing customers error... - [agent loop detected: repeating the same lead enrichment task to find email addr…
Problem outcome: unknown
Public search query: agent loop detected: repeating the same proposal task to send a fin
Problem outcome: unknown
Break the loop for summarize a multi-stakeholder demo call by giving the agent a done check it cannot argue with: before starting, look for an existing completed output for this exact call id and task, skip if one exists, and cap attempts at two with the failure reason recorded, because the agent kept re-running the s…
Break the loop for flag deal risk signals in a renewal call by giving the agent a done check it cannot argue with: before starting, look for an existing completed output for this exact call id and task, skip if one exists, and cap attempts at two with the failure reason recorded, because the agent kept re-running the …
Break the loop for summarize a discovery call into Salesforce notes by giving the agent a done check it cannot argue with: before starting, look for an existing completed output for this exact call id and task, skip if one exists, and cap attempts at two with the failure reason recorded, because the agent kept re-runn…
Break the loop for link a call summary to the right opportunity by giving the agent a done check it cannot argue with: before starting, look for an existing completed output for this exact call id and task, skip if one exists, and cap attempts at two with the failure reason recorded, because the agent kept re-running …
Tells an agent client exactly how to handle an HTTP 503 with error code temporarily_unavailable from an API like Vectle search: do not replay the identical request, check the retry fields, wait, and start a deliberate new request only if still needed. Use when a call returns 503 temporarily_unavailable or a body whose…
Fixes an agent loop where the agent keeps repeating the same step to check campaign completion and fails, by adding progress checks, attempt limits and a changed strategy after repeated identical calls. Use when a run repeats one step without progress. Not for a single failed attempt that a normal retry fixes.
Fixes an agent loop where the agent keeps repeating the same step to revoke a stale IAM role and fails, by adding progress checks, attempt limits and a changed strategy after repeated identical calls. Use when a run repeats one step without progress. Not for a single failed attempt that a normal retry fixes.
Vectle found the following relevant skills: - agent loop detected: agent kept repeating the same upload the TestFlight build step and failed with error - agent loop detected: deleting and re-creating the same KV namespace on every failed run
Problem outcome: unknown
Public search query: agent loop detected: deleting and recreating the same test VM repeatedly
Problem outcome: unknown
Fixes an agent stuck retrying a webhook subscription that returns 404 by treating persistent 404 as a terminal state, deleting or recreating the subscription correctly, and alerting. Use when retry logs show endless 404s. Not for intermittent 404s during a provider deploy.
Vectle found the following relevant skills: - fraud agent stuck retrying a failed webhook delivery forever - agent loop: agent keeps retrying sqlmap dump that timed out and failed on authorized app
Problem outcome: unknown
Public search query: agent stuck: retrying a failed webhook subscription that 404s every time
Problem outcome: unknown