detect-recurrence-pattern

npx skills add majiayu000/claude-skill-registry --skill detect-recurrence-pattern --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

# Detect Recurrence Pattern ## Preconditions Before applying this skill, verify: - Issue records available for analysis - Minimum 3 occurrences in analysis window - Timestamp data available for temporal analysis ## Actions ### 1. Collect Issue Records Gather issue data for analysis: ```yaml issue_record: issue_type: string # e.g., "CrashLoopBackOff", "OOMKilled" resource: string # e.g., "pod/app-123" namespace: string # e.g., "production" timestamp: datetime metadata: object resolved: boolean ``` ### 2. Detect Resource Patterns Group issues by base resource name: ```python # Group by namespace/kind/base-name by_base_name = group_issues_by_resource_base() for key, group in by_base_name.items(): if len(group) >= min_occurrences: # Pattern detected: same resource having recurring issues pattern = RecurrencePattern( pattern_type="resource", description=f"Recurring issues on {key}", confidence=min(1.0, len(group) / 10), severity=calculate_severity(group) ) ``` ### 3. Detect Temporal Patterns Analyze time intervals between issues: ```python # Calculate intervals between consecutive issues intervals = [issues[i].timestamp - issues[i-1].timestamp for i in range(1, len(issues))] # Check for