Systems Friction Evaluation

knowledge skill

Identifies and quantifies inefficiencies in system workflows by analyzing task duration, error rates, and resource utilization. Produces a ranked list of friction points with metrics and suggested mitigations.

Worked examples

• {"input": {"system_logs": "2024-05-01T08:00:00Z, task=authenticate_user, duration=45s, status=success\n2024-05-01T08:01:00Z, task=validate_token, duration=2s, status=failure", "time_range": "2024-05-01T00:00:00Z/2024-05-01T23:59:59Z", "metric_thresholds": {"max_duration": 30, "max_errors": 1}}, "output": {"friction_points": ["authenticate_user"], "severity_scores": {"authenticate_user": 0.8}, "mitigation_suggestions": ["increase token validation timeout", "add retry logic"]}}
• {"input": {"system_logs": "2024-05-02T10:00:00Z, task=generate_report, duration=120s, status=success\n2024-05-02T10:05:00Z, task=export_data, duration=45s, status=success", "time_range": "2024-05-02T00:00:00Z/2024-05-02T23:59:59Z", "metric_thresholds": {"max_duration": 60, "max_errors": 0}}, "output": {"friction_points": ["generate_report", "export_data"], "severity_scores": {"generate_report": 0.7, "export_data": 0.5}, "mitigation_suggestions": ["optimize report query", "cache export data"]}}

Input

• system_logs: string
• time_range: string
• metric_thresholds: object

Output

• friction_points: array
• severity_scores: object
• mitigation_suggestions: array

Details

• Skill type: knowledge skill
• Safety level: safe_public_research
• Version: 1.0.0