Belajar Ngent0d Malah Ketagi Full: Fsdss703 Si Culun

| Metric | Insight | |--------|---------| | Full‑Block Frequency | Identify concepts that need better instructional material | | Average Time to Resolve | Measure effectiveness of hints | | Hint Acceptance Rate | % of times learners click “Got it!” after a hint | | Escalation Rate | How often human assistance is needed |


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| Pattern | Trigger Condition | Response | |---------|-------------------|----------| | Repeated Syntax Error | Same compile‑time error appears ≥ 4 times in a row | Show a concise syntax reminder + link to docs | | Infinite Loop / High CPU | Execution time > 2 s with no console output, CPU > 80 % for ≥ 3 s | Pause execution, ask “Is this intentional?” and suggest a break | | Stalled Progress | No new functions/classes added after N minutes, while errors keep occurring | Offer a “Try a different approach” hint or a mentor chat | | Full‑Block State | Errors exceed threshold and no successful run in last 10 minutes | Prompt user to schedule a live tutoring session | | Metric | Insight | |--------|---------| | Full‑Block