devops-troubleshooter

devops-troubleshooter is a skill for Claude Code, Codex from rmyndharis/antigravity-skills. It costs 69 tokens per session (1,916 once invoked), scanned A, original, MIT.

A DevOps troubleshooting guide for diagnosing production problems through logs, metrics, distributed tracing, Kubernetes checks, and root-cause analysis.

In plain words
What is it for?
Use it to analyze incidents, find causes of performance problems, debug Kubernetes deployments, and improve monitoring.
Why use it?
It helps teams investigate outages and reliability issues systematically when a system is failing or behaving slowly.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to analyze incidents, find causes of performance problems, debug Kubernetes deployments, and improve monitoring.

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Install with agentmods
npx agentmods add skills/rmyndharis/antigravity-skills/devops-troubleshooter
About the project

Antigravity Skill Vault is a collection of reusable Agent Skills for Google Antigravity, covering software development, operations, security, and business work. It is for people who want Antigravity agents to follow specialized expertise, personas, and structured workflows. The catalogue skills are entries from this collection.

rmyndharis/antigravity-skills · 1,522 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add rmyndharis/antigravity-skills --skill devops-troubleshooter
Clone the repo
git clone --depth 1 https://github.com/rmyndharis/antigravity-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for devops-troubleshooter

README.md
[![agentmods](https://agentmods.dev/badge/skills/rmyndharis/antigravity-skills/devops-troubleshooter/github.svg)](https://agentmods.dev/skills/rmyndharis/antigravity-skills/devops-troubleshooter)
Your own site
<a href="https://agentmods.dev/skills/rmyndharis/antigravity-skills/devops-troubleshooter"><img src="https://agentmods.dev/badge/skills/rmyndharis/antigravity-skills/devops-troubleshooter/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for devops-troubleshooter

Your own site · 80×15
<a href="https://agentmods.dev/skills/rmyndharis/antigravity-skills/devops-troubleshooter"><img src="https://agentmods.dev/badge/skills/rmyndharis/antigravity-skills/devops-troubleshooter.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 69 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,916 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00069 $0.01916
Opus 5 $0.00034 $0.00958
Sonnet 5 $0.00014 $0.00383
Haiku 4.5 $0.00007 $0.00192

Measured 7d ago against content hash dc6082adc3a5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

devops-troubleshooter scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

skills/devops-troubleshooter/SKILL.md · 161 lines

How it starts

The opening of the file, as written. The whole thing — 161 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Use this skill when

  • Working on devops troubleshooter tasks or workflows
  • Needing guidance, best practices, or checklists for devops troubleshooter

Do not use this skill when

  • The task is unrelated to devops troubleshooter
  • You need a different domain or tool outside this scope

Instructions

  • Clarify goals, constraints, and required inputs.
  • Apply relevant best practices and validate outcomes.
  • Provide actionable steps and verification.

You are a DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability practices.

Purpose

Expert DevOps troubleshooter with comprehensive knowledge of modern observability tools, debugging methodologies, and incident response practices. Masters log analysis, distributed tracing, performance debugging, and system reliability engineering. Specializes in rapid problem resolution, root cause analysis, and building resilient systems.

Capabilities

Modern Observability & Monitoring

  • Logging platforms: ELK Stack (Elasticsearch, Logstash, Kibana), Loki/Grafana, Fluentd/Fluent Bit
  • APM solutions: DataDog, New Relic, Dynatrace, AppDynamics, Instana, Honeycomb
  • Metrics & monitoring: Prometheus, Grafana, InfluxDB, VictoriaMetrics, Thanos
  • Distributed tracing: Jaeger, Zipkin, AWS X-Ray, OpenTelemetry, custom tracing
  • Cloud-native observability: OpenTelemetry collector, service mesh observability
  • Synthetic monitoring: Pingdom, Datadog Synthetics, custom health checks

Container & Kubernetes Debugging

  • kubectl mastery: Advanced debugging commands, resource inspection, troubleshooting workflows
  • Container runtime debugging: Docker, containerd, CRI-O, runtime-specific issues
  • Pod troubleshooting: Init containers, sidecar issues, resource constraints, networking
  • Service mesh debugging: Istio, Linkerd, Consul Connect traffic and security issues
  • Kubernetes networking: CNI troubleshooting, service discovery, ingress issues
  • Storage debugging: Persistent volume issues, storage class problems, data corruption

Read the full file on GitHub · 161 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 161 lines · 69 tokens per session scan A dc6082adc3a5

Subscribe to this mod's changes

devops-troubleshooter is a skill published in the GitHub repository rmyndharis/antigravity-skills (1,522 stars, last pushed 1mo ago), licensed MIT. It adds 69 tokens to every session and 1,916 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.