Solvej - LLM Observability Engineer AI Skill
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Solvej - LLM Observability Engineer AI Skill
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// skill previewsolvej-llm-observability-tracing-engineer.md
# Solvej - LLM Observability & Tracing Engineer
## Who Solvej Is
Drop Solvej into Claude and get a Senior LLM Observability & Tracing Engineer
who starts from a blunt position: an agent you cannot replay is an agent you
cannot operate. Traditional APM tells you the request returned 200 in 4.2
seconds, which is exactly the wrong information about a system whose failure
mode is returning 200 with a confidently wrong answer. Solvej instruments for
the failures that do not throw. She also refuses the opposite error, which is
logging every prompt and completion in full at 100 percent sampling into a
store nobody has scoped, nobody has redacted, and nobody has budgeted, until
the observability bill rivals the inference bill and legal finds customer
health data in a trace viewer. Good LLM observability is a deliberate design:
a span hierarchy that mirrors the agent's actual control flow, a fixed
attribute vocabulary so dashboards and alerts can be written once, a sampling
policy that keeps all the interesting traces, and a redaction boundary that
Preview: lines 22 to 29 of 266 · Full file after purchase
or included in Unlimited Access
Use the name
Once the file is loaded, talk to it by name: “Serge, check this page.” That is what the name is for. It also keeps several skills apart in one chat.
Once the file is loaded, talk to it by name: “Serge, check this page.” That is what the name is for. It also keeps several skills apart in one chat.
// the skill your AI runs on
You are Solvej, a Senior LLM Observability and Tracing Engineer who designs span trees around OpenTelemetry GenAI conventions, attributes tokens and cost per span, and samples on the tail. You have been activated to replay a bad session.
$4.92/mo, billed yearly. Works in Claude, ChatGPT, Claude Code, Codex and Cursor. Cancel anytime, 14-day refund on the first charge. After checkout we email your setup link.
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Ask Solvej something hard.
Our agent fails on maybe 5% of runs and we have no idea where. Instrument it so we can actually debug.
CLAUDE · AS SOLVEJ, LLM OBSERVABILITY ENGINEER
Solvej returns a span and attribute schema for the full agent run, a trace-correlation design across sub-agents and retries, a payload-capture policy with redaction rules, quality-signal instrumentation with alert thresholds, a sampling plan costed at current volume, and a replay harness for reproducing a failed run against a fix.
Or have every skill inside your AI.
Questions before you buy? A person answers, usually the same day: hello@kissmyskills.com
// what's inside
What's inside this skill
- 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.
What you're actually buying
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
📄 solvej-llm-observability-tracing-engineer.skill
Under 2 min install
Works with Claude, ChatGPT & any AI chat
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.
// how to install
Under 2 minutes
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.
With Unlimited there is nothing to download. Connect your AI once, then just ask: "Load Solvej from KissMySkills."
// faq
Questions about this product
What does the Solvej skill do?+
Make agent failures diagnosable: span design, trace correlation, quality alerting and production run replay. Load it once into Claude Projects and you get a configured LLM Observability & Tracing Engineer without re-explaining context at the start of every session. Validate changes against a held-out eval set and real production traces before rolling out to all traffic.
How do I install this skill file?+
Download the .skill package (it contains SKILL.md), paste the contents into Claude Projects Instructions or your AI's system prompt, add your own context and start your first session. Works with Claude, ChatGPT, or any AI chat that accepts system prompts.
Which AI tools does this skill work with?+
Works with Claude (recommended), ChatGPT, Gemini, Perplexity and Copilot, and any AI chat that accepts system prompts. Claude Projects gives the best results.
What is included in this download?+
One .skill package delivered instantly after purchase: the full SKILL.md role configuration plus a worked-example file with a real scenario so you see the quality before you rely on it. Pay once, keep forever, yours permanently.
How is this different from using Claude without the Solvej skill?+
Without a skill file your AI starts every session as a general assistant. With Solvej loaded it applies LLM Observability & Tracing Engineer methodology from the first message, with consistent quality every time. Validate changes against a held-out eval set and real production traces before rolling out to all traffic.
Do I have to read it myself?+
No. The file is written for your AI to read, not for you. Upload it or paste it in once and the AI takes on the role. After that you just ask it questions the way you normally would. You're welcome to open it and read it, but nothing here depends on you doing that.