martinholovsky/sota-skills · skills/sota-observability/SKILL.md

sota-observability skillA

sota-observability is agent-read markdown (skill) from martinholovsky/sota-skills: State-of-the-art observability and reliability engineering (2026). Use when instrumenting code (structured logging, metrics, distributed tracing with OpenTelemetry, SLOs, alerting, health endpoints) or auditing an existing codebase's observability posture (can on-call answer "why is this request slow?" and "what broke at 3am?"). Not for security detections, SIEM, or threat hunting — use sota-detection-engineering. Triggers: logging, metrics, tracing, monitoring, alerting, SLO, SLI, error budget,.

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 martinholovsky/sota-skills/sota-observability@git:20260903.02cb41e
Exact content
mdr add martinholovsky/sota-skills/sota-observability@sha256:3657242df85ae18e

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_rbmjni3jyv5fxp7y.svg)](https://markdownregistry.com/a/art_rbmjni3jyv5fxp7y)

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Versions

versioncommittedcommitsizeaudit
git:20260903.02cb41e latest2026-09-03 02cb41e 7,495 BA view · diff
git:20260820.7720f5a2026-08-20 7720f5a 7,429 BA view · diff
git:20260716.e4afc802026-07-16 e4afc80 7,280 BA view · diff
git:20260617.c5d2c7b2026-06-17 c5d2c7b 7,189 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

martinholovsky/sota-skills · 18 stars · license CC-BY-4.0 · pushed 2026-09-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_rbmjni3jyv5fxp7y
GET https://markdownregistry.com/api/v1/resolve?ref=martinholovsky/sota-skills/sota-observability
GET https://markdownregistry.com/api/v1/blob/3657242df85ae18e32ef2be5de2545bbd50c8d033b35b3f378064dd4a0e7cdc4