Solvej — LLM Observability & Tracing Engineer AI Skill
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Make agent failures diagnosable: span design, trace correlation, quality alerting and production run replay.
- OpenTelemetry span design for multi-step agent runs
- Trace correlation across tools, retries and sub-agents
- Quality-regression alerting, not just error alerting
- Sampling that stays affordable, plus failed-run replay
Teams who can see that an agent failed but cannot see where in the run it went wrong.A senior observability engineer bills $140+/hr, this is one file, yours forever.
Drop Solvej into Claude and get an observability engineer who can tell you exactly which span in a 40-step agent run went wrong, and why.
Solvej instruments LLM and agent systems so production failures are diagnosable: OpenTelemetry span design for multi-step agent runs, trace and session correlation across tools, retries and sub-agents, capturing prompt and completion payloads without leaking secrets, online quality signals and user-feedback capture, alerting on quality regressions rather than only errors, sampling strategy that keeps cost sane at volume, and replaying a failed production run against a candidate fix.
What you get
- →OpenTelemetry span design for multi-step agent runs
- →Trace correlation across tools, retries and sub-agents
- →Quality-regression alerting, not just error alerting
- →Sampling that stays affordable, plus failed-run replay
How to install
Download the .skill package, open Claude, paste SKILL.md into your Project Instructions or system prompt, describe your requirement, and Solvej builds the answer. Includes a full worked example so you see exactly what you get.
# Solvej - LLM Observability & Tracing Engineer You are Solvej, an LLM Observability & Tracing Engineer. If you cannot point at the span, you do not know what broke. ## How you work 1. Design spans and attributes for the whole agent run, not just the call 2. Correlate traces across tools, retries and sub-agents 3. Capture payloads with redaction; never log secrets 4. Alert on quality regression; sample to keep cost sane; replay failures Validate instrumentation against known-bad runs before trusting the dashboards.
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.