Devops AI agent skills

4,131 skills in the archive. Read a skill’s instructions or open its original repository.

• Vless Reality Aws Lightsail

  by @Innei

  Use when deploying VLESS+Reality+Vision on AWS Lightsail and bridging it to Surge (or similar TUN clients) with an Alpine LXC SOCKS5 bridge on the LAN plus a brew sing-box on the laptop for off-LAN use. Triggers on "set up vless…

• Nextjs Rsc To React Router V8 Migration

  by @Innei

  Use when migrating a multi-locale Next.js RSC / App-Router site to React Router v8 so SSR HTML is CDN-cacheable. RSC payload is uncacheable at the edge and locale × page count multiplies the bill. Covers ordered cuts: strip…

• Edge Canary Split

  by @Innei

  Use when rolling out a rewritten site (new framework, new Vercel project) behind an existing production domain gradually — cookie-sticky percentage split between two origins via a Cloudflare Worker on the zone route, with hashed…

• Mx Space Remote Translation Audit

  by @Innei

  Audit remote mx-space translation data through ssh to the swarm host, then docker exec into the Postgres container and run psql inside the container. Use for checking translation_entries coverage, ai_translations gaps, strict…

• Mx Space Remote Db Access

  by @Innei

  Access the remote mx-space PostgreSQL through ssh to the swarm host, then docker exec into the Postgres container and run psql inside the container. Use for inspecting tables, sampling rows, validating topic assignments, and…

• Ci Smoke Needs Real Deps

  by @Innei

  Use when a CI release/build pipeline runs a smoke test that boots the project's bundled binary against an external dependency stack (PostgreSQL, MySQL, Redis, MongoDB, S3, etc.) and the test fails with connection refused,…

• Cloudflare R2 Upload

  by @Innei

  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, MIME handling, correct…

• Electron Native Lib Extraction

  by @Innei

  Use when extracting an in-app Electron native-module integration (N-API addon + build scripts + packaging config + release CI) into a standalone, source-distributed npm library — or when authoring such a library from scratch.…

• Dokploy Traefik Traffic Split

  by @Innei

  Use when you need to canary-deploy two HTTP backends on the same Dokploy-managed domain with a percentage split (e.g. migrating an SPA from one framework to another). Covers the critical SPA-asset trap that breaks naive…

• Dokploy Internal Oneshot

  by @Innei

  Use when running an ephemeral one-shot task (data migration, batch job, schema setup, ad-hoc psql script) that must reach other services in a Dokploy project's internal network without exposing those services to the public…

• Dokploy Api Cli

  by @Innei

  Use when operating a Dokploy-managed deployment via REST API from the shell — creating/updating/deploying postgres/redis/compose/application services, switching an application's source between docker registry and git build, or…

• Sealos Deploy

  by @labring

  Deploy compatible server, static-web, worker, scheduled-job, or reviewed remote-desktop workloads from GitHub or local source to Sealos Cloud, then run the default Runtime Truth Pass against the returned App URL, public route,…

• Native

  by @simota

  Implementing production iOS/Android/macOS native features (SwiftUI, Compose) and iterating a screen against a reference design. Not for cross-platform RN/Flutter (Port) or web (Artisan).

• Docker To Sealos

  by @labring

  Convert Docker Compose files or installation docs into production-grade Sealos templates with role-specific personal low-load resource sizing, official route and runtime semantics, KubeBlocks database and Job gates, and managed…

• Launch

  by @simota

  Planning releases and reporting delivery work from GitHub PR history. Use when versioning, CHANGELOGs, rollout or rollback plans, engineering metrics, retrospectives, or stakeholder reports are needed.

• Dockerfile Skill

  by @labring

  Generate production-ready Dockerfile for any GitHub project. Supports monorepo, multi-stage builds, workspace detection, and iterative build-fix cycles. Use when user asks to create, generate, write, fix, or improve a…

• Canon

  by @simota

  Assessing standards, regulatory controls, and legal-document coverage with cited evidence and proposed wording. Use for OWASP/WCAG/SOC2/PCI/HIPAA or ToS/privacy/DPA reviews; not legal advice or code fixes.

• Grove

  by @simota

  Designing and auditing repository structure for humans and LLM agents: layouts, monorepos, docs/tests/scripts, progressive disclosure, prompt-cache topology, and safe migrations.

• Oracle

  by @simota

  Designing and evaluating AI/ML systems: prompt engineering, RAG design, LLM application patterns, AI safety, evaluation frameworks, MLOps, cost optimization. Use for AI pipelines or eval harnesses.

• Gear

  by @simota

  Managing dependencies, CI/CD, advanced GitHub Actions workflows, containers, secrets, and operational config. Use for build, workflow, or environment work.

• Beacon

  by @simota

  Engineering observability and reliability: SLO/SLI design, distributed tracing, alerting, dashboards, capacity planning, toil automation, reliability review. Use for instrumentation or SLO definition.

• Bolt

  by @simota

  Optimizing frontend (re-render, memoization, lazy loading) and backend (N+1, indexing, caching, async) performance, plus continuous auto-tuning loops for GC/threadpool/cache/worker settings.

• Gauge

  by @simota

  Auditing SKILL.md normalization and compliance: scans the 21-item checklist, classifies violations, produces fix snippets. Use when auditing SKILL.md compliance or ecosystem health.

• Probe

  by @simota

  Integrating OWASP ZAP/Burp Suite/Nuclei, planning penetration tests, executing DAST, and scanning for vulnerabilities. For runtime vulnerability validation. Complements Sentinel static analysis.

• Ledger

  by @simota

  Optimizing FinOps and cloud cost: IaC-based estimation, right-sizing, RI/SP recommendations, anomaly detection, budget alerts, AI/GPU workload economics. Use to forecast or cut cloud spend.

• Chain

  by @simota

  Auditing skill/plugin/MCP supply chains and live package compromise: manifests, hidden injection, IoC scans, persistence-first eradication, and gated credential rotation. Not for app SAST (Sentinel).

• Omen

  by @simota

  Enumerating failure modes via pre-mortem analysis. Systematically identifies failure scenarios for plans, designs, and features, scoring them with RPN/AP. Does not write code.

• Atlas

  by @simota

  Analyzing dependencies, circular references, and God Classes; authoring ADRs/RFCs. Use for architecture improvement, module decomposition, and technical debt assessment.

• Mend

  by @simota

  Remediating known failure patterns automatically from Triage diagnoses and Beacon alerts: runbooks with safety-tier classification, staged verification, rollback. Use for automated remediation.

• Rally

  by @simota

  Orchestrating multi-session parallel execution via Claude Code Agent Teams API and Codex CLI Subagents — launch, manage, coordinate concurrent tasks. Use when parallel work is needed.

• Cloud Native Readiness

  by @labring

  Determine whether a repository contains a supported cloud workload, then assess eligible targets for cloud-native readiness with a 0-12 score. Use for containerization readiness, Docker/Kubernetes compatibility, deployment…

• Breach

  by @simota

  Designing red team attack scenarios, threat models, MITRE ATT&CK/OWASP application, Purple Team exercises, and AI/LLM red teaming. Use when adversarial security validation is needed.

• Sealos App Builder

  by @labring

  Build, adapt, and document apps that run inside Sealos Desktop using the Sealos app SDK. Use when creating a new Sealos app, integrating an existing web app into Sealos Desktop, wiring Sealos session data into business features,…

• Crypt

  by @simota

  Designing cryptographic architecture: algorithm selection, key management, E2EE, KMS integration, signature verification, TLS. Use when designing crypto protocols or key rotation flows.

• Sealos Database

  by @labring

  Provision, connect, and operate Sealos Cloud databases through sealos-cli for local development, Devbox development, and app setup. Use when the user needs a cloud database for a project, asks to create or connect…

• Sealos S3

  by @labring

  Provision, connect, and operate Sealos object storage through the sealos-cli s3 commands added in zjy365/sealos-cli#28. Use when the user needs S3-compatible storage for uploads, assets, backups, presigned URLs, bucket policy…

• Sealos Canvas

  by @labring

  Run a local read-only HTML topology UI for a project already deployed by Sealos Skills and return a localhost URL. Use when the user asks to view, inspect, visualize, render, open, or run a local canvas for deployed Sealos…

• Featbit

  by @JinFanZheng

  FeatBit official documentation real-time Q&A assistant. Activate when user mentions "FeatBit", "feature flag", "feature toggle", or asks about FeatBit SDK integration, deployment, or configuration. Capabilities: Real-time…

• Autoteam F Chatgpt Team Rotation

  by @reason-machines

  AutoTeam-F is a ChatGPT Team account rotation and authentication sync tool with batch free account generation, OAuth management, and a Web dashboard.

• Aracli Deploy Management

  by @reason-machines

  Guide to deploying and managing OpenClaw-compatible AI agent systems across cloud, bare metal, and hybrid infrastructure.

• Agent Flow Visualization

  by @reason-machines

  VS Code extension for real-time visualization of Claude Code agent orchestration as interactive node graphs

• Deployment Engineer

  by @zhaono1

  Deployment automation specialist for CI/CD pipelines and infrastructure. Use when setting up deployment, configuring CI/CD, or managing releases.

• Aws Sso Login

  by @jiaxiaojunQAQ

  Authenticate to AWS using Single Sign-On (SSO). Use when AWS CLI operations require SSO authentication or when SSO session has expired.

• Mcp Server Best Practices

  by @jiaxiaojunQAQ

  Production-ready patterns and best practices for MCP servers - architecture, security, performance, and maintenance

• Csharp Wolverinefx

  by @wshaddix

  Build .NET applications with WolverineFX for messaging, HTTP services, and event sourcing. Use when implementing command handlers, message handlers, HTTP endpoints with WolverineFx.HTTP, transactional outbox patterns, event…

• Makefile

  by @mcouthon

  Use when creating Makefiles for process lifecycle management with PID tracking, logging, and status monitoring. Triggers on: 'use makefile mode', 'makefile', 'create makefile', 'process management', 'background jobs',…

• Dotnet Ado Patterns

  by @wshaddix

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

• Dotnet Accessibility

  by @wshaddix

  Building accessible .NET UI. SemanticProperties, ARIA, AutomationPeer, testing tools per platform.

• Dotnet Aspire Patterns

  by @wshaddix

  Using .NET Aspire. AppHost orchestration, service discovery, components, dashboard, health checks.

• Dotnet Csharp Async Patterns

  by @wshaddix

  Writing async/await code. Task patterns, ConfigureAwait, cancellation, and common agent pitfalls.

• Dotnet Cli Architecture

  by @wshaddix

  Structuring CLI app layers. Command/handler/service separation, clig.dev principles, exit codes.

• Dotnet Ado Publish

  by @wshaddix

  Publishing .NET artifacts from Azure DevOps. NuGet push, containers to ACR, pipeline artifacts.

• Dotnet Container Deployment

  by @wshaddix

  Deploying .NET containers. Kubernetes probes, Docker Compose for local dev, CI/CD integration.

• Dotnet Add Ci

  by @wshaddix

  Adding CI/CD to a .NET project. GitHub Actions vs Azure DevOps detection, workflow templates.

• Dotnet Ado Unique

  by @wshaddix

  Using ADO-exclusive features. Environments, approvals, service connections, classic releases.

• Dotnet Cli Distribution

  by @wshaddix

  Choosing CLI output format. AOT vs framework-dependent, RID matrix, single-file, dotnet tool.

• Dotnet Containers

  by @wshaddix

  Containerizing .NET apps. Multi-stage Dockerfiles, SDK container publish (.NET 8+), rootless.

• Dotnet Ci Benchmarking

  by @wshaddix

  Gating CI on perf regressions. Automated threshold alerts, baseline tracking, trend reports.

• Dotnet Api Docs

  by @wshaddix

  Generating API documentation. DocFX setup, OpenAPI-as-docs, doc-code sync, versioned docs.

• Dotnet Ado Build Test

  by @wshaddix

  Configuring .NET build/test in Azure DevOps. DotNetCoreCLI task, Artifacts, test results.

• Dotnet Advisor

  by @wshaddix

  Working with .NET, C#, ASP.NET Core, or related frameworks. Routes to specialist skills.

• Dotnet Cli Release Pipeline

  by @wshaddix

  Releasing CLI tools. GitHub Actions build matrix, artifact staging, Releases, checksums.

• Mapbox Mcp Runtime Patterns

  by @mapbox

  Integration patterns for Mapbox MCP Server in AI applications and agent frameworks. Covers runtime integration with pydantic-ai, mastra, LangChain, and custom agents. Use when building AI-powered applications that need…

• Mapbox Mcp Devkit Patterns

  by @mapbox

  Integration patterns for Mapbox MCP DevKit Server in AI coding assistants. Covers setup, style management, token management, validation workflows, and documentation access through MCP. Use when building Mapbox applications with…

• Mapbox Token Security

  by @mapbox

  Security best practices for Mapbox access tokens, including scope management, URL restrictions, rotation strategies, and protecting sensitive data. Use when creating, managing, or advising on Mapbox token security.

• Meeting Sdk/Linux

  by @zoom

  Zoom Meeting SDK for Linux - C++ headless meeting bots with raw audio/video access, transcription, recording, and AI integration for server-side automation

• Fluent Ci Cd

  by @serac-labs

  This skill should be used when the user asks to "set up ci for fluent", "github actions for servicenow", "deploy fluent from a pipeline", "fluent pull request checks", "automate now-sdk", or reports "keys.ts out of date" —…

• Discovery Patterns

  by @serac-labs

  Configure ServiceNow Discovery — schedules, IP ranges, credential affinities, MID Server assignment, custom probes/sensors, identification rules, and run-status monitoring on discovery_* tables.

• Event Management

  by @serac-labs

  Build ServiceNow Event Management — push events to em_event, write event rules with severity transforms, configure alert correlation, dependent-CI rollups, and metric-threshold event generation.

• Change Management

  by @serac-labs

  Create and transition ServiceNow change requests (normal/standard/emergency), change tasks, affected CIs, approval routing, CAB scheduling, and conflict detection across maintenance windows.

• Es5 Compliance

  by @serac-labs

  Enforce ES5-only syntax for ServiceNow server-side scripts (Rhino engine) — convert const/let, arrow functions, template literals, destructuring, for-of, and async/await to ES5 equivalents.

• Site Reliability Engineer

  by @nahisaho

  Production monitoring, observability, SLO/SLI management, and incident response. Trigger terms: monitoring, observability, SRE, site reliability, alerting, incident response, SLO, SLI, error budget, Prometheus, Grafana, Datadog,…

• Devops Engineer

  by @nahisaho

  Copilot agent that assists with CI/CD pipeline creation, infrastructure automation, Docker/Kubernetes deployment, and DevOps best practices Trigger terms: CI/CD, DevOps, pipeline, Docker, Kubernetes, deployment automation,…

• Cloud Architect

  by @nahisaho

  Copilot agent for cloud architecture design, AWS/Azure/GCP configuration, IaC code generation (Terraform/Bicep), and cost optimization Trigger terms: cloud architecture, AWS, Azure, GCP, cloud infrastructure, IaC, Terraform,…

• Security Auditor

  by @nahisaho

  security-auditor skill Trigger terms: security audit, vulnerability scan, OWASP, security analysis, penetration testing, security review, threat modeling, security best practices, CVE Use when: User requests involve security…

• Change Impact Analyzer

  by @nahisaho

  Analyzes impact of proposed changes on existing systems (brownfield projects) with delta spec validation. Trigger terms: change impact, impact analysis, brownfield, delta spec, change proposal, change management, existing system…

• Release Coordinator

  by @nahisaho

  Coordinates multi-component releases, feature flags, versioning, and rollback strategies. Trigger terms: release management, release planning, release coordination, feature flags, canary deployment, progressive rollout, release…

• System Architect

  by @nahisaho

  Copilot agent that assists with architecture design, C4 model diagrams, ADR creation, and tradeoff analysis Trigger terms: architecture, system design, C4 model, ADR, architecture decision, design patterns, component design,…

• Ai Ml Engineer

  by @nahisaho

  Copilot agent that assists with machine learning model development, training, evaluation, deployment, and MLOps Trigger terms: machine learning, ML, AI, model training, MLOps, model deployment, feature engineering, model…

• Choose Your Parallel Api

  by @parallel-web

  Choose the right Parallel API and configuration for cost, latency, and answer quality. Use when adding live web data to an app: current events and prices, a cited answer in a chat, grounding an agent in sources it can read in…

• Escalation Brief

  by @vm0-ai

  Create escalation briefs with impact, reproduction, context, owner, and follow-up tracking.

• Express Production

  by @bobmatnyc

  Production-ready Express.js development covering middleware architecture, error handling, security hardening, testing strategies, and deployment patterns

• React Core

  by @bobmatnyc

  General React fundamentals - components and JSX, props and state, the core hooks (useState/useEffect/useRef/useMemo/useCallback/useContext), composition, conditional and list rendering, and controlled inputs. The canonical…

• Nextjs

  by @bobmatnyc

  Next.js environment variable management with file precedence, variable types, and deployment configurations. Use when configuring Next.js applications, managing environment-specific settings, or deploying to Vercel/Railway/Heroku.

• Phoenix Ops

  by @bobmatnyc

  Phoenix operations and deployment: releases, runtime configuration, clustering, libcluster, telemetry/logging, secrets, assets, background jobs, and production hardening on the BEAM.

• Xquik

  by @bobmatnyc

  Xquik X data automation API - Use REST or MCP for tweet search, user lookup, follower exports, media downloads, monitors, webhooks, giveaway draws, and confirmation-gated X actions.

• Golang Observability Opentelemetry

  by @bobmatnyc

  Instrumenting Go applications with OpenTelemetry for distributed tracing, Prometheus for metrics, and structured logging with slog

• Local Llm Ops

  by @bobmatnyc

  Local LLM operations with Ollama on Apple Silicon, including setup, model pulls, chat launchers, benchmarks, and diagnostics.

• Hono Core

  by @bobmatnyc

  Hono ultrafast web framework fundamentals - routing, context, handlers, and response patterns for multi-runtime deployment

• Golang Cli Cobra Viper

  by @bobmatnyc

  Building production-quality CLI tools with Cobra command framework and Viper configuration management

• Hono Cloudflare

  by @bobmatnyc

  Hono on Cloudflare Workers - bindings, KV, D1, R2, Durable Objects, and edge deployment patterns

• Odoo Service

  by @ahmed-lakosha

  Complete Odoo server lifecycle manager — run, deploy, initialize, and manage Odoo across local venv, Docker, and any IDE. Handles server startup/shutdown, environment initialization, database management, Docker orchestration,…

• Paperclip Create Agent

  by @IncomeStreamSurfer

  Create new agents in Paperclip with governance-aware hiring. Use when you need to inspect adapter configuration options, compare existing agent configs, draft a new agent prompt/config, and submit a hire request.

• Odoo Docker

  by @ahmed-lakosha

  Docker infrastructure manager for Odoo — production deployment, nginx proxy, CI/CD pipelines, performance tuning, multi-version image management, container debugging, and centralized workspace orchestration for Odoo 14-19…

• Python Backend Architecture Review

  by @rknall

  Comprehensive design architecture review for Python backend applications. Use this skill when users ask you to review, analyze, or provide feedback on backend architecture designs, system design documents, or Python application…

• Docker Configuration Validator

  by @rknall

  Comprehensive Docker and Docker Compose validation following best practices and security standards. Use this skill when users ask to validate Dockerfiles, review Docker configurations, check Docker Compose files, verify…

• GitLab Stack Config Generator

  by @rknall

  Generates service-specific configuration files for GitLab stack projects in ./config directory, using .env as the primary configuration source. Creates nginx, PostgreSQL, Redis, and custom service configs with strict validation…

• GitLab Stack Validator

  by @rknall

  Validates GitLab stack projects before deployment, ensuring proper architecture patterns, directory structure, secrets management, .env configuration, and Docker best practices. Use when users ask to validate a stack, check…

• Newt Blueprint Generator

  by @rknall

  Generate and validate Pangolin Newt blueprint configurations in YAML or Docker Labels format. Use when creating Pangolin resource configurations, proxy resources, client resources, authentication settings, or Docker Compose…

• Atlas Onboard

  by @tonone-ai

  Generate onboarding documentation — what this project does, how to set up locally, where things live, key decisions, how to deploy. Written for day-one engineers who know nothing. Use when asked for "onboarding docs", "new…