ChrisAdkin8

Prompt LLM Sim — AI skill for Claude Code

AI community

Prompt: LLM Serving Simulation & Observability — extends k8s-ai-observability.

How to install Prompt LLM Sim

Installs to ~/.claude/skills/chrisadkin8-k8s-ai-observability-prompt-llm-sim/SKILL.md

Terminal

mkdir -p ~/.claude/skills/chrisadkin8-k8s-ai-observability-prompt-llm-sim && curl -fsSL https://raw.githubusercontent.com/ChrisAdkin8/k8s-ai-observability/HEAD/prompts/prompt-llm-sim.md -o ~/.claude/skills/chrisadkin8-k8s-ai-observability-prompt-llm-sim/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Prompt LLM Sim does

Prompt: LLM Serving Simulation & Observability — extends `k8s-ai-observability`

⚠️ SHIPPED — this is a RECORD, not a specification

The work below landed in **0.1.0 / 0.2.0**: the LLM simulator, its profiles and the vLLM board. Nothing here is outstanding, and nothing here should be acted on.

⚠️ **Its `Background / Facts` section describes the code BEFORE this work landed, and is therefore stale by construction.** Those `file:line` citations were true on the date stated and

Alternatives in AI

Inference Serving — ai-research-skills vLLM, SGLang, TensorRT-LLM, llama.cpp 5.4k ★
Manifest — Real-time cost observability for OpenClaw agents — track tokens, costs, messages, and model usage 4.1k ★
09 Query Engine — Prompt 09: Get the QueryEngine (Core LLM Loop) Functional 2.3k ★