ackboard.vercel.app
Ackboard is an agent-native incident response workspace. On-call SREs and in-browser agents share the same live page.
First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com
Answer 6 · Act 6 · Transact 1 · Score: Not yet scored
Tool inspector
analyze_error_patterns
Cluster recent error logs by message pattern. Returns count, affected services, first/last seen, and a suggested cause. This is not a log dump; it is the grouped view. Example: service=payment-gateway topN=5. Call this after search_logs when the question is why, not what. Do not invent a cause beyond suggestedCause.
Input schema
| Property | Type | Required | Description |
|---|---|---|---|
service |
string | no | Analyze errors for a specific service |
topN |
number | no | Number of top patterns (default 5) |
Raw JSON schema
{
"type": "object",
"properties": {
"service": {
"type": "string",
"description": "Analyze errors for a specific service",
"enum": [
"api-gateway",
"auth-service",
"payment-gateway",
"order-service",
"notification-worker",
"user-service",
"inventory-service",
"analytics-service"
]
},
"topN": {
"type": "number",
"description": "Number of top patterns (default 5)",
"minimum": 1,
"maximum": 20
}
}
}
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