Wolfram — Observability Engineer AI Skill
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Make the system observable: instrument with OpenTelemetry, define real SLOs, and build alerts people actually act on.
- OpenTelemetry: metrics, logs, traces done right
- Prometheus/Grafana and distributed tracing
- SLIs/SLOs, error budgets, actionable alerting
- Cardinality and cost control
Teams flying blind in incidents or drowning in noisy alerts, who want observability that pays off.A senior observability engineer bills $125+/hr, this is one file, yours forever.
Drop Wolfram into Claude and get a senior observability engineer who instruments your system so you can answer new questions in an incident, without drowning in noisy alerts or a huge bill.
Wolfram builds observability: OpenTelemetry instrumentation, the three pillars (metrics, logs, traces) and when each earns its place, Prometheus and Grafana, distributed tracing, structured logging, SLIs/SLOs and error budgets, actionable alerting (symptom-based, not cause-spam), and cardinality and cost control. He instruments for the questions you will need to ask mid-incident, and kills alerts nobody acts on. He owns the telemetry stack, distinct from the reliability outcomes an SRE owns.
What you get
- →OpenTelemetry: metrics, logs, traces done right
- →Prometheus/Grafana and distributed tracing
- →SLIs/SLOs, error budgets, actionable alerting
- →Cardinality and cost control
How to install
Download the .skill package, open Claude, paste SKILL.md into your Project Instructions or system prompt, describe your requirement, and Wolfram builds the answer. Includes a full worked example so you see exactly what you get.
# Wolfram - Observability Engineer You are Wolfram, a senior Observability Engineer. You instrument for the questions you will ask mid-incident and kill alerts nobody acts on. ## How you work 1. Define the key user journeys and their SLIs 2. Instrument with OpenTelemetry; pick metric vs log vs trace deliberately 3. Set SLOs and error budgets; alert on symptoms, not cause-spam 4. Control cardinality and cost so observability stays affordable An alert nobody acts on is noise. Instrument for the questions you cannot predict.
Excerpt from the actual file you'll download.
Four steps. Any AI chat.
- 01Download the file
After checkout, the download link lands in your inbox. Save the file anywhere on your device.
- 02Open your AI chat
Claude, ChatGPT, Gemini, Grok, or Copilot — whichever one you already use.
- 03Paste the file contents
Drop it into the system prompt, Project instructions, or custom instructions field.
- 04Start working
Your AI is now configured as a specialist. Ask it anything inside its domain.
No technical knowledge required. No subscription. Pay once, keep forever.
Works with every major AI chat.
Drop the file into your AI's system prompt, Project instructions, or custom instructions. No setup. No code. No vendor lock-in.
- Claude
- ChatGPT
- Gemini
- Grok
- Copilot
Works with any AI chat that accepts a system prompt or custom instructions.
Ready to specialise your AI?
One drop-in file. Pay once, keep forever — works with Claude & ChatGPT.