Devops AI Skills

Plan, implement, or review ci/cd and automation work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests ci/cd and automation work.

Expert knowledge for Azure Data Factory development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations &…

Create and manage APM service remapping rules — rewrite service names at ingestion time to collapse noisy inferred entities, clean up auto-generated names, handle org renames, or normalize naming…

Service performance monitoring with RED metrics (Rate, Errors, Duration) and runtime-specific telemetry for Java, .NET, Node.js, Python, PHP, and Go. Use when analyzing service health, SLA compliance,…

Comprehensive teaching templates and progressive disclosure patterns for PM teacher mode

Route broad requests to set up Pydantic Logfire across application instrumentation, infrastructure, evals, frontend observability, Gateway, or coding agents. Use for "set up Logfire", "add Logfire to…

Conduct proactive, hypothesis-driven threat hunting. Use when performing advanced hunting based on threat intelligence, TTPs, or anomalies. For Tier 3 analysts or dedicated threat hunters. Supports…

| 在 WorkBuddy 对话中通过一句话从推荐市场（BuiltinMarket）搜索并安装 Skill。 触发词：安装 skill、安装技能、install skill、添加技能、装个 X 技能、帮我安装 X、find skill、install marketplace skill、search skill。

Builds security-focused full-stack web applications by implementing integrated frontend and backend components with layered security at every level. Covers the complete stack from database to UI,…

WordPress CI/CD and release engineering review for Codex. Use when reviewing GitHub Actions, deployment scripts, artifact packaging, WordPress.org release flows, or rollback and environment promotion…

In D&D, Feeblemind crushes a creature's Intelligence and Charisma to near-zero — leaving them alive but barely functional. The real-world version is deliberate capability reduction: putting a system…

Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model…

Performs gap analysis on NVIDIA TAO VCN Classify (Visual Component Net) experiments by invoking the pinned TAO data-services container directly via `docker run … gap_analysis vcn_aoi …` — picks the…

Guides structured security log analysis across authentication, network, endpoint, and cloud audit log sources. Auto-invoked when the user shares log data, asks about suspicious events, needs help…

Use whenever someone runs a GPU / ML / GenAI / LLM workload on Amazon ECS: GPU on ECS, ECS GPU-optimized AMI, g4dn/g5/g6/p4/p5 on ECS, which ECS launch type for GPU, Inferentia/Trainium/Neuron on ECS,…

Sub-skill de agent-ready-cloudflare: Implement Universal Commerce Protocol (UCP)

Use when uploading one or many files to a Cloudflare R2 bucket and returning public URLs via a bound custom domain. Covers wrangler CLI and the REST API (Cloudflare API token) paths, batched uploads,…

Designing composable Azure DevOps YAML pipelines. Templates, variable groups, multi-stage, triggers.

Configures integration tests with WebApplicationFactory and Testcontainers. Provides test database setup, authentication helpers, and utilities for testing API endpoints with real dependencies.

Proactively monitors estimated token usage during long sessions and triggers context-window-management before overflow, not after. Use at the start of any session expected to last more than 30…

Design, install, debug, review, plan capacity, audit scaling history, migrate from Cluster Autoscaler, and upgrade Karpenter v1.x on EKS. Covers NodePool, EC2NodeClass, NodeClaim, Spot diversity,…

States of matter, phase transitions, kinetic molecular theory, atmospheric chemistry, green chemistry, and sustainable synthesis. Covers solid/liquid/gas/plasma properties, phase diagrams, vapor…

Audit and optimize an existing Convex app: security, scale, upgrades, observability.

Every Domotz endpoint, plus a local SQLite fleet mirror that answers cross-site questions. Trigger phrases: `which domotz sites are down`, `list offline devices across all sites`, `export domotz…

Use with the root `twg` skill for on-call handoffs, incident response and investigation, post-incident reviews, reliability reviews, Assets refresh, capacity views, meeting summaries, and operational…

Audit and optimize an existing Convex app: security, scale, upgrades, observability.

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal…

Research and answer current Splunk product questions from public sources with explicit product, deployment, version, freshness, and evidence boundaries. Use for explanatory questions such as what a…

Interpret Wazuh cloud and container alerts — AWS (CloudTrail, GuardDuty, VPC Flow, Security Hub), Azure, GCP, Microsoft Graph, Office 365, GitHub and Docker — with their key fields, normal baselines…

Carries a cable's held free end into a terminal port after the last crossing — finds the port by vision as the terminal block furthest from the run's anchored end, takes the delivering hand and its…

Gatekeep a plan for self-containedness before it is finalized. A plan must be a "sealed container" - either it answers every question a context-free LLM implementer will hit, or it points at the exact…

Use this skill when an auditor, assessor or regulator has sent a request list and the team asks "turn the auditor's request list into tasks", "who needs to provide what", "build the evidence tracker",…

Use when designing disaster recovery plans, implementing backup strategies, creating restore procedures, setting up failover systems, and defining RTO/RPO targets. Includes DR testing, recovery sites,…

This skill should be used when the user says "set up CI", "create GitHub Actions", "scaffold CI pipeline", "add CI/CD", "configure continuous integration", "create test workflow", "create release…

Use immediately after deploying a trading algorithm, to watch post-deployment health metrics and roll back automatically on a deployment defect, with flapping and rollback-loop protection. Not for…

Power Platform observability, telemetry, and monitoring. Use when: Application Insights, App Insights, monitoring, telemetry, observability, alerting, diagnostics, Monitor tool, tracing, plugin…

Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as "Deploy my app", "Deploy this to production", "Create a preview deployment", "Deploy and…

Use when setting up integration testing for a frontend-backend API boundary, evaluating whether two services are safe to deploy independently, or replacing slow end-to-end tests with contract tests.

Use for software supply-chain security assessment covering SBOM, SCA, CI/CD pipelines, container images, build integrity, dependency provenance, and vulnerability reachability.

Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use this skill when building a service outage runbook for a payment processing…

Compile heterogeneous knowledge sources—including documents, notes, web content, transcripts, research materials, and code repositories—into a Karpathy-style, evidence-grounded LLM Wiki with a…

Systematically audit AWS S3 bucket permissions to identify publicly accessible buckets, overly permissive ACLs, misconfigured bucket policies, and missing encryption settings using AWS CLI, S3audit,…

Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production LLM APIs, optimizing inference latency/throughput, or serving models with limited…

Create a Google Docs post-mortem, schedule a Google Calendar review, and notify via Chat.

Diagnoses and prevents vbar_control_agent segfaults, out-of-memory (OOM) errors, and TPU device initialization failures on TPU v6e nodes in GKE caused by race conditions during TPU device resets or…

Owns the Ideal State Artifact — the primitive holding a project or task's articulated ideal state; scaffolds, interviews, grills a half-formed idea into shape via checkpointed discovery, scores…

CI/CD pipeline expert for GitHub Actions, GitLab CI, Jenkins, and deployment automation

Use when installing or configuring the WizTelemetry Data Pipeline (vector) extension for KubeSphere, which provides data collection, transformation, and routing for observability data including logs,…

Use when building .NET 8 applications with minimal APIs, clean architecture, or cloud-native microservices. Invoke for Entity Framework Core, CQRS with MediatR, JWT authentication, AOT compilation.

Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference. Detects attack vectors where…

Container escape and breakout techniques targeting Docker, containerd, and Podman runtimes. Covers privileged container breakout via host filesystem mount and nsenter, Docker socket abuse through…