Design, implement, and evolve professional monitoring dashboards. Covers KPI selection, telemetry schema, admin dashboard layout, alert design, and observability best practices.
SkillScore86Maintained
Automatic
◆DevOps & SRE pack
Last verified 8/6/2026
What it changes
Passed 19 of 22 test cases with the skill, and 15 of 22 without it.
Without skill68%
With skill86%
Checks it passed that the model alone missed
The entire response is written in Turkish
The Python code contains zero comment lines starting with hash characters
The response includes free-to-paid conversion rate under conversion metrics
and 2 more in the full report
4 fixed15 passed either way3 still failing0 broke
Pass-rate lift
+18 pp
Tokens
-10%
Agent turns
0%
Response time
-33%
Model gemini-3.6-flashMeasured 8/6/2026v1 · latest is v219 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
See it in action
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 4
Prompt
Sistem sağlık verilerini toplayıp zaman serisi veritabanına aktaran basit bir Python betiği yazar mısın?
What was checked, without and with the skill
Checked
Without skill
With skill
The Python code contains zero comment lines starting with hash characters
Missed
Passed
case-17 · gemini-3.6-flash · 8/6/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md81 linessingle file
System Monitoring Expert Skill
Design and develop monitoring infrastructure and admin dashboards for modern software platforms.
When to use this skill
When working on admin monitoring pages
When developing monitoring infrastructure
When adding or changing monitoring API routes
When defining a new telemetry event type
When reviewing a monitoring dashboard layout
When determining platform health KPIs
How to use it
Always reason internally in English
Always respond to the user in Turkish
Do not add comment lines to code or configuration files
1. KPI Hierarchy
Core KPIs
Platform Health (Operational — Real-time)
Availability:
- Route success rate (%)
- Active incident count
- Error count in the last hour
Performance:
- Median response time (ms)
- P95 response time (ms)
- Slow routes (>2s)
AI Services:
- AI completion success rate (%)