air-gapped/skills · .claude/skills/vllm-observability/SKILL.md

vllm-observability skillA

vllm-observability is agent-read markdown (skill) from air-gapped/skills: Observe production vLLM — `/metrics` Prometheus surface (V1 engine), SLO-driven alerting on TTFT/ITL/queue/KV/preemption/aborts/corrupted-logits, shipping Grafana dashboards in `examples/observability/`, OTLP tracing with `--otlp-traces-endpoint` and `--collect-detailed-traces={model,worker,all}`, diagnostic rules to triage from /metrics alone — queue-grows + TPOT-stable means capacity, queue-stable + TPOT-grows means context/model, DCGM `SM_OCCUPANCY` is the real GPU-saturation signal not `GPU_.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add air-gapped/skills/vllm-observability@git:20260915.0d43610
Exact content
mdr add air-gapped/skills/vllm-observability@sha256:939f776ab351c443

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_sozgyjfxjw6ld4hb.svg)](https://markdownregistry.com/a/art_sozgyjfxjw6ld4hb)

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Versions

versioncommittedcommitsizeaudit
git:20260915.0d43610 latest2026-09-15 0d43610 14,804 BA view · diff
git:20260915.f93919c2026-09-15 f93919c 14,801 BA view · diff
git:20260811.22511982026-08-11 2251198 13,736 BA view · diff
git:20260721.bd7fa372026-07-21 bd7fa37 13,289 BA view · diff
git:20260529.06d9c742026-05-29 06d9c74 12,062 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (14804 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

air-gapped/skills · 5 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_sozgyjfxjw6ld4hb
GET https://markdownregistry.com/api/v1/resolve?ref=air-gapped/skills/vllm-observability
GET https://markdownregistry.com/api/v1/blob/939f776ab351c4437d7d3dc3f3360117257f395f9b6bf72991d726d0038e4f60