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Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.
Passed 21 of 22 test cases with the skill, and 20 of 22 without it.
and 2 more in the full report
1 fixed20 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
Our live web backend started dropping requests and returning server errors. Please create an ordered diagnostic action plan listing the sequence of operational checks I should perform on the host server to pinpoint the root cause.
| Checked | Without skill | With skill |
|---|---|---|
| The first diagnostic step checks process status to determine if the application process is running. | Missed | Passed |
| The second diagnostic step inspects application and system logs for error messages. | Missed | Passed |
| The third diagnostic step checks system resource utilization such as disk, memory, and CPU. | Missed | Passed |
| The fourth diagnostic step evaluates network configuration and status including ports and DNS. | Missed | Passed |
| The fifth diagnostic step verifies external dependencies such as databases and third-party APIs. | Missed | Passed |
The instructions your model reads when the skill loads.
Server management principles for production operations. Learn to THINK, not memorize commands.
| Scenario | Tool |
|---|---|
| Node.js app | PM2 (clustering, reload) |
| Any app | systemd (Linux native) |
| Containers | Docker/Podman |
| Orchestration | Kubernetes, Docker Swarm |
| Goal | What It Means |
|---|---|
| Restart on crash | Auto-recovery |
| Zero-downtime reload | No service interruption |
| Clustering | Use all CPU cores |
| Persistence | Survive server reboot |
| Category | Key Metrics |
|---|---|
| Availability | Uptime, health checks |
| Performance | Response time, throughput |
| Errors | Error rate, types |
| Resources | CPU, memory, disk |
test cases passed, vs 20 / 22 without
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