cos_failure_pattern_query
Discover recurring failure patterns from backtrack events, showing root-cause categories with examples. Use before planning to prevent known issues by filtering specific causes.
Instructions
Aggregate structured failure anatomy from backtrack_events.
Returns which root_cause categories recur most frequently, with examples. Use before planning to avoid known failure modes. Requires migration v25 (structured backtrack anatomy columns).
root_cause filter values: wrong_model | scope_too_large | missing_context | tool_failure | spec_ambiguity | env_mismatch | other
Args: root_cause: Optional filter to a specific root cause category. domain: Reserved for future per-domain filtering. limit: Max pattern groups to return (1-50, default 10).
Returns: JSON with {patterns: [{root_cause, count, examples}], total_structured, total_backtrack}.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| domain | No | ||
| root_cause | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| result | Yes |