Full-Stack Debug Detective — Production Incident Analysis Chain

Debug Faster. Ship the Fix. Write the Postmortem.

When production is on fire at 2 AM, these 10 prompts turn your AI into a senior SRE who's seen this error before.

What's Inside

• Stack Trace Decoder — Paste any error trace, get: root cause hypothesis, affected components, and 3 fix approaches ranked by risk
• Database Query Profiler — Analyzes slow queries with EXPLAIN plan interpretation and index recommendations
• Memory Leak Hunter — Systematic analysis prompts for Node.js, Python, and JVM heap dumps
• API Latency Decomposer — Breaks down P99 latency into network, serialization, DB, and compute segments
• Postmortem Generator — Creates blameless postmortems with timeline, root cause, impact, and action items
• + 5 more: race condition detector, deployment rollback decision tree, log correlation analyzer, circuit breaker tuner, load test scenario builder