Devops AI Skills

Use when establishing tests, monitoring, and incident response for analytics models.

Security intelligence for code analysis. Detects SQL injection, XSS, CSRF, authentication issues, crypto failures, and more. Actions: scan, analyze, fix, audit, check, review, secure, validate,…

Operational skill hub for LLM system architecture, evaluation, deployment, and optimization (modern production standards). Links to specialized skills for prompts, RAG, agents, and safety. Integrates…

When the user needs to evaluate competitors, understand the competitive landscape, or position their product against alternatives.

Host-side setup, configuration, customization, builds, migration, and troubleshooting for the Aerovato Container CLI. Use when working with Aerovato Container, settings.json, Dockerfile.User, build…

Provides AWS CloudFormation patterns for EC2 instances, Security Groups, IAM roles, and load balancers. Use when creating EC2 instances, SPOT instances, Security Groups, IAM roles for EC2, Application…

Hunt for fresh browser-playable games on itch.io /newest that are worth building SEO arbitrage sites for. Crawls new releases, scores them by signals, produces ranked shortlist.

Generate/create Fluent Bit configs — INPUT, FILTER, OUTPUT, parsers, log pipeline.

Use when Rudder pages or product surfaces show missing, stale, sparse, empty, slow, or wrong data, including Calendar, runs, issues, dashboard counts, chat output, prod/local org data, API/UI/DB…

Connect AI coding agents (Claude Code, Cursor, VS Code, OpenAI Codex) to Grafana Cloud via the `mcp-grafana` Model Context Protocol server. Installs the server with `go install`, generates a Grafana…

Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, network topology, ML/DL model figures (Transformer/CNN/LSTM), mind maps, or any…

安装部署 xiaohongshu-mcp 服务并配置 MCP 连接，引导用户完成从零到可用的全流程。 当用户第一次使用小红书功能、提到安装/部署/配置小红书、环境搭建、MCP 服务连接失败、或 check_login_status 等 MCP 工具不可用时使用。

OpenClaw workspace-level release guard that should win over lower-precedence copies.

Use `just` to save and run project-specific commands. Use when the user mentions `justfile`, `recipe`, or needs a simple alternative to `make` for task automation.

Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are…

Use this skill for the go/no-go check before real customers use the app and pay: 'am I ready to launch,' 'is it ready to go live,' 'pre-launch checklist,' 'deploy my app,' 'set up my domain,' 'how do…

Use when tasks require freshdesk data exporter with credential-aware preflight, deterministic execution, validation gates, and handoff-ready artifacts.

Analyzes code changes, detects documentation drift, and evaluates change impact scope. Use when reviewing diffs, checking doc sync, or running pre-commit analysis. Automatically triggered after…

Creates C4 architecture diagrams for designing, documenting, or understanding software architecture. Use when working through system design, mapping existing codebases, or visualizing structure at any…

Builds .NET UI apps across Blazor (Server, WASM, Hybrid, Auto), MAUI (XAML, MVVM, Shell, Native AOT), Uno Platform (MVUX, Extensions, Toolkit), WPF (.NET 8+, Fluent theme), WinUI 3 (Windows App SDK,…

2026-grade Cross-Domain Optimization. Expertise in Interaction to Next Paint (INP), Partial Hydration, UUIDv7 indexing, and AI Token Stewardship. Performance is a feature, not an afterthought.

Execute mcloud variables commands to list, get, set, and delete environment variables for a Cloud environment. Use when inspecting, reading, creating, updating, deleting, or exporting environment…

Controlled plan execution with human review checkpoints - loads plan, executes in batches, pauses for feedback. Supports one-go (autonomous) or batch modes.

Fetch current library docs via Context7 MCP instead of training data. Use when user asks about frameworks, APIs, setup, or code examples for React, Next.js, Prisma, etc.

Refines user inputs into executable step-by-step plans

Classify whether user intent was satisfied in a Datadog Agent Observability trace or session. Three modes: (1) session_id — classify a single CMD+I assistant session with RUM; (2) trace_id — classify…

Design multi-generational societal evolution for science fiction settings. Use when creating civilizations that diverge from baseline humanity, when exploring how environments shape cultures over…

Azure cloud resources including VMs, VMSS, SQL Database, Storage, AKS, App Service, Functions, VNet networking, load balancers, Event Hubs, Container Apps, and Key Vault. Monitor Azure infrastructure,…

Run diagnostic checks on Claude MPM installation

Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and…

Plan feature flag rollout and cleanup. Use when a mid-level developer needs controlled release guidance.

Migrate Python Google Agent Development Kit (ADK) applications to Pydantic AI. Use for `LlmAgent`, `Runner`, sessions, state, memory, tools, callbacks, plugins, graph or dynamic workflows,…

Produce the final PlanetScale best-practices report after running the inventory and relevant review skills.

Check for existing SIEM alerts and case management entries related to IOCs. Use to understand if an indicator has triggered previous alerts or is part of ongoing investigations. Takes IOC list and…

Help developers integrate Chainlink VRF into smart contracts. Use for consumer contract generation with VRFConsumerBaseV2Plus, subscription setup and funding (LINK or native), keyHash and gas lane…

Pre-flight checks then deploy. Validates env vars, migrations, bundle size, runs /ship audit, then deploys via git push or platform CLI.

Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal…

Knowledge base from the DoD M&Q BoK (the Manufacturing and Quality Engineering Body of Knowledge), v3.0 of July 2025, published by OUSD(R&E). Use for the manufacturing-and-quality view of the defense…

Deploy static sites to CloudStudio sandbox workspaces or take published sites offline. This skill should be used when users want to deploy a local build directory (e.g. dist/, build/, out/) to a…

Usar para sincronizar la documentación viva del proyecto después de una fase. También: actualizar docs/project, índice, architecture.md, compliance.md, threat-model.

Freeze a site capture into baseline/ and prove an Astro build matches it — every route, redirect (one hop, through a simulation of the host), SEO head field, visible text, internal link, media file,…

Audits and improves SEO for static HTML sites. Use when the user asks to audit, set up, or improve SEO on a static site (Hugo, Jekyll, 11ty, Gatsby, Next.js static export, hand-rolled HTML, or…

Draft, rewrite, or audit Chinese CSDN-style technical articles using a specific long-form teaching structure: a plain-text overall title, Markdown headings for section levels, dense natural…

Knock is specifically about restoring legitimate access through authorized channels. It is NOT about: - Performance optimization (slow queries, throughput issues) → different spell - Removing safety…

Inspect and manage robotics datasets, models, Jobs, and Spaces on Hugging Face.

Build a complete live inventory of everything running across the homelab. Use this whenever the user asks what is running, what VMs / LXCs / containers / apps exist, "what's on <host>", "give me the…

Run and test the Eve web chat app (apps/eve) end-to-end locally — dev server setup, Vercel env, sending messages, model selector, and Eve session API smoke tests. Use when verifying UI or…

Analyzes Docker runtime errors for PHP containers. Identifies 502 Bad Gateway, OOM kills, connection refused, and permission issues.

Performs an Azure security posture review against the CIS Microsoft Azure Foundations Benchmark v2.1.0. Auto-invoked when reviewing Azure infrastructure, Entra ID configurations, NSG rules, Defender…

Use this skill when a user requests to troubleshoot, analyze, or diagnose system incidents, production alerts, Kubernetes crashes, application log stacktraces, deployment configurations, or…

Instrument a new AI agent in a Python codebase for Monte Carlo Agent Observability. Detects AI libraries, installs the Monte Carlo OpenTelemetry SDK, and proposes tracing setup and decorator…