DevOps & Infra
DevOps agent skills automate the delivery side of software: CI/CD pipelines, Dockerfiles, infrastructure as code, releases, and incident checklists. A skill gives your AI agent the exact runbook to follow, so deployments and configs come out consistent every time.
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talont-org Skill Pipeline SummaryCreate a GitHub issue and PR summarizing pipeline bugs and fixes. Use when a pipeline run completes with accumulated bug fixes on a feature branch.
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talont-org Skill Setup EnvironmentPre-flight environment gate for the research recipe. Reads the experiment plan, detects the required environment type, builds a Docker image or creates a host micromamba environment, and emits an env_mode verdict consumed by downstream steps.
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zangxin75 Bundle Cost OptimizationFinOps expert for AWS/Azure/GCP cost optimization - right-sizing, reserved instances, savings plans, spot instances. Use for reducing cloud costs.
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kishorkukreja Skill Clinical Trial LogisticsWhen the user wants to optimize clinical trial supply chain, manage investigational products, implement IRT systems, or ensure GCP compliance. Also use when the user mentions "clinical trial supply," "IMP logistics," "IVRS/IWRS," "drug accountability," "randomization and supply," "comparator sourcing," "depot management," "clinical packaging," "site resupply," or "GCP compliance." For pharmacy operations, see pharmacy-supply-chain. For general healthcare logistics, see hospital-logistics.
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talont-org Skill Implement ExperimentDeploy experiment artifacts in an isolated git worktree following an approved experiment plan, with per-phase commits.
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georgekhananaev Bundle Firebase CLISafety-first Firebase CLI (firebase-tools v15) skill for full project control — deploy, Hosting (sites/channels/rollback), Cloud Functions (+secrets), Firestore (databases/indexes/backups/delete), Realtime Database, Auth import/export, Remote Config, App Distribution, App Hosting, Extensions, Data Connect, Emulator Suite & MCP server. Classifies every command by risk tier via a deterministic classifier script and gates destructive/irreversible/cost-incurring ops behind AskUserQuestion confirmation; enforces the --non-interactive/--force contract so nothing hangs and nothing is auto-confirmed. Wrong-project preflight prevents deploying to prod by accident. Ships a 3-level self-test (static classifier battery, live read-only, guarded live-write w/ cleanup). Use when running, planning, or debugging any `firebase` command.
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georgekhananaev Bundle Salesforce CLISafety-first Salesforce CLI skill wrapping `sf` (v2). This skill should be used when performing Salesforce operations — SOQL/SOSL queries, metadata deploy/retrieve, data import/export, Apex execution, org management, auth, and platform events. Enforces risk classification w/ mandatory confirmation for all write/destructive operations. Integrates w/ Salesforce MCP servers and file-converter skill for format conversion.
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georgekhananaev Bundle Mongodb Atlas CLIComprehensive MongoDB Atlas + mongosh skill for performance auditing, all index types (b-tree/text/2dsphere/hashed/TTL/partial/wildcard/Atlas-Search/Vector-Search), Performance Advisor analysis, query explain, schema advice, backup status, alerts, week-over-week diffs, and additive index creation. Read-only by default; create-index ops gated behind explicit `--confirm`. Hard-blocks any destructive op (delete, drop, restore, pause, terminate, kill, dbuser write, network change). Works against Atlas Cloud (full feature set) and self-hosted/local mongo (mongosh-based subset).
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talont-org Skill Exp Lens Pipeline IntegrityCreate Pipeline Integrity experimental design diagram showing data splits, leakage points, preprocessing order, and label contamination. Integrity lens answering "Could data handling create optimistic bias?"
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avav25 Bundle BugfixUse this skill when investigating, diagnosing, and fixing a reported bug — including when the user reports an error message or broken behavior without saying "bugfix" — to run an end-to-end bugfix workflow with a mandatory DEVELOP → REVIEW → QA pipeline: the Lead orchestrates triage intake, environment analysis (`/env-analyze` for local, `/analyze-prod` for production), evidence collection, and bug report, then spawns developer/reviewer/QA via the Anthropic `Agent` tool to apply, review, and verify the fix.
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avav25 Bundle DevelopUse this skill when implementing a feature with the canonical Anthropic `Agent` tool available — the multi-agent feature implementation pipeline (DEVELOP → REVIEW → QA with developer(s), reviewer, QA, and lead orchestrator) that spawns specialized subagents via the Agent tool (`subagent_type: "ai-skills:<role>"`); preferred over the single-agent /feature-dev fallback.
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avav25 Bundle MigrateUse this skill when planning database schema changes with rollback, framework version upgrades, or library replacements — a planned migration with rollback plan across schema, library, version, and framework, run as a multi-agent pipeline with RALF on validation. Not for refactors without external contract change (use /refactor) or small bug-fix releases (use /develop).
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avav25 Bundle RefactorUse this skill when breaking up large functions, migrating to new patterns, extracting to a library, or improving testability — to plan and execute a code refactor that changes structure without changing behavior via a multi-agent pipeline with a mandatory test-equivalence gate enforced by RALF. Not for adding features (use /develop) or fixing bugs (use /bugfix).
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avav25 Skill Test LocalUse this skill when running a full local QA cycle before commit or PR — a local dev testing workflow that verifies the test environment, provisions infrastructure (Docker, Testcontainers), runs a multi-level test suite (unit → integration → E2E), performs coverage analysis, and applies a quality gate. Applies the QA Engineer role.
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avav25 Skill Env AnalyzeUse this skill when troubleshooting a deployment, debugging CI flakes, validating an environment before deployment, or when local diagnostics need to span more than just Docker — the multi-scope environment diagnostic covering Kubernetes, CI runner, network, resource usage, and a cross-scope drift snapshot for baselining across runs, with optional `--auto-fix` for container-level safe actions. For Docker-only local triage use `/analyze-local`. Not for code bugs (use /bugfix) or application-level diagnostics (use /spike).
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avav25 Skill Feature DevUse this skill when explicit single-agent inline execution is requested or `/develop` is impractical for the situation — to run a single-agent fallback for feature implementation that detects tech stack and applies one engineering role inline (no Developer/Reviewer/QA spawning). The canonical Anthropic `Agent` tool is always available in modern Claude Code, so `/develop` (multi-agent pipeline) should be the default and this fallback should be selected only on a documented technical block.
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kortix-ai Skill Kortix ReleaseHow to cut a Kortix production release — the versioning philosophy (when patch vs minor vs major) and the exact flow: derive the release title + notes from the FULL git log since the last release, run the Promote workflow, then deploy + verify prod. Load WHENEVER the user wants to release, promote, cut/ship a version, publish a release, or bump the version. The release notes ARE the public /changelog, so they must be 100% accurate to what shipped.
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abzhaw Skill Postgresql OperationsPostgres admin, backups, vacuum, monitoring, indexes. Use when managing Julia's backend Postgres database running in Docker.
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abzhaw Skill Data Pipeline PatternsETL patterns, agent data flows, transformation chains. Use when designing how data flows between Julia's components — from input (Telegram) through orchestration to output (backend/dashboard).
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newkub Bundle NitroUniversal server framework ที่ deploy ได้ทุก platform ด้วย Vite integration
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avav25 Bundle Team BugfixUse this skill when fixing a batch of issues from a code review or deep audit document — a multi-agent fix workflow that spawns developer(s), reviewer, QA via the Anthropic `Agent` tool with mandatory DEVELOP → REVIEW → QA pipeline. Auxiliary skill of /bugfix; not directly user-invoked.
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avav25 Skill Ml PipelineML pipeline orchestrator — single entry point for ML-related tasks. Coordinates ML Engineer (analysis, modeling, recommendations), SRE Engineer (production data extraction), and Product Manager (task formulation). Domain context from AGENTS.md. MVP flow: define data requirements → extract from prod → analyze → model → recommend → feature plan.
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avav25 Skill Analyze ProdUse this skill when investigating a production incident, when an alert fires (latency spike, error rate, pod crashloop), when a customer-reported issue needs prod telemetry, or as the diagnosis step of an incident-response or production-bugfix flow — including when the user describes a prod symptom without asking to "analyze" — to analyze the production environment by collecting Kubernetes pod status, managed database health, logs, metrics, and networking and diagnosing issues, supporting GCP, Azure, and AWS via the `cloud-platforms` skill and applying the SRE or DevOps role.
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avav25 Skill Infra ChangeUse this skill when changing infrastructure config (Terraform, Helm, K8s) and a destructive or production-touching operation is involved — to run the infrastructure change workflow (Terraform plan/apply, Helm diff/upgrade, Kubernetes manifest changes) with mandatory approval gates. Applies DevOps role. Safe-by-default with plan review before any mutation.
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avav25 Skill Analyze LocalUse this skill when a local container won't start, a service is unreachable from the host, a local docker-compose stack is misbehaving, or as the Docker-layer diagnosis step of a local bugfix flow — including when the user describes the symptom without naming Docker — to run a Docker-specific local diagnostic that collects container status, logs, networking, and resource usage and diagnoses issues, applying the SRE or DevOps role for investigation. For multi-scope environment analysis (Docker + Kubernetes + CI runner + drift snapshot + optional auto-fix) use `/env-analyze` instead.
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avav25 Skill Security ScanUse this skill when auditing a repo for vulnerabilities, before a release or production deploy, when a CVE alert needs investigation, when reviewing a third-party dependency upgrade, or as the security gate inside `/code-review`, `/security-audit`, or `/develop` — to run the security scan workflow (dependency audit, OWASP checklist, secrets scan, vulnerability report) applying the software-engineer role with security focus.
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kortix-ai Skill Access PolicyPolicy runbook for turning a Slack access request into a least-privilege, policy-checked GitHub or AWS IAM grant. Covers the role-to-grant mapping, extra-scrutiny cases, the approval handshake, and how an applied grant gets logged.
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avav25 Skill Deploy StagingUse this skill when deploying a completed feature to staging for smoke-testing and verification before a production release — the deploy-to-staging workflow that builds, deploys to a staging environment, runs smoke tests, and verifies.
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avav25 Skill Security AuditUse this skill when running a pre-release audit, compliance check, or threat modeling — to perform a full security scan of codebase and infrastructure (secrets, dependencies, auth, access control, data handling, cryptography, infra) with coverage against OWASP Top 10 (Web 2021) AND OWASP GenAI/LLM Top 10 (2025) per G3. Not for code-review security feedback (use /code-review) or pen testing (use professional service).
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avav25 Bundle Cloud PlatformsUse this skill when authoring or running a workflow that needs cloud-platform-specific commands, or when reviewing such workflows for platform coverage — as a knowledge module (not a workflow itself) providing platform-specific CLI commands, managed service patterns, networking, IAM, observability, and operational procedures across GCP, Azure, and AWS. Loaded by `/analyze-prod`, `/infra-change`, `/deploy-production`, and similar workflows.
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avav25 Skill Helm ProceduresUse this skill when the agent is authoring or running a Helm upgrade, previewing chart changes with helm diff, rolling back a release, inspecting release history, or managing values files for a Helm chart — for Helm procedures covering helm diff (via helm-diff plugin), atomic upgrade with --atomic and --wait, helm install / upgrade / rollback, release history, and values-file conventions. Loaded by `/infra-change` and other Kubernetes deployment workflows; not a workflow itself.
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avav25 Bundle Content CreationUse this skill when the user needs to write a blog post, create or optimize page content, draft conversion copy, generate visuals, or run a quality audit on existing content — including when the request describes the deliverable without saying "content creation" — to run the content creation workflow plus tools knowledge — blog-post authoring (8-step pipeline), page content optimization, AI text/image generation tools, quality gates, GEO/AEO structure, and humanization. Accepts content type blog-post | page | landing | email | other.
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avav25 Skill Gitops DetectionUse this skill when the agent is starting any Terraform or Helm change and needs to determine whether the apply flow is owned by a controller (in which case the change is a git PR, not a local imperative command) — for GitOps and orchestrator detection covering marker patterns and routing rules for Argo CD, Flux, Atlantis, HCP Terraform / Terraform Cloud, Spacelift, and env0. Loaded by `/infra-change` and related infrastructure workflows; not a workflow itself.
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avav25 Skill Telemetry StacksUse this skill when querying a production telemetry stack, when authoring or reviewing an analysis workflow that needs vendor query examples, or when identifying which stack is deployed from `CLAUDE.md`, helm charts, `prometheus-operator` CRDs, or an OTel collector config — a knowledge skill providing a production telemetry stack reference covering Prometheus + Grafana, Datadog, Honeycomb, New Relic, Sentry, and OpenTelemetry + Tempo / Jaeger, with per-stack ingestion model, query patterns, UI surface, and when each stack is the right choice. Loaded by `/analyze-prod`, `/analyze-local`, `/env-analyze`, `/infra-change`, and `/bugfix` workflows when production-context diagnosis needs vendor-specific query syntax.
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kortix-ai Skill Forecast RollupWeekly HubSpot pipeline-to-forecast rollup — weights every open deal by its own HubSpot stage probability, rolls the total up by stage, rep, and segment ({{segment_property}}) against {{quarterly_quota}}, and flags deals slipping the quarter and other forecast risk before posting to {{forecast_channel}}. Read-only; never changes a deal's amount, close date, stage, or owner.
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kortix-ai Skill Incident TriageOn-call alert triage runbook for {{sentry_project}}. Pulls the Sentry stack trace, correlates Datadog logs around the spike, checks {{target_repo}} for the deploy that shipped just before, classifies severity against known-noisy patterns, posts a first-pass diagnosis to {{incident_channel}}, and pages a human only when severity is at or above {{page_severity_threshold}} or the alert can't be resolved.
Frequently asked questions
What are DevOps & Infra agent skills?
DevOps agent skills automate the delivery side of software: CI/CD pipelines, Dockerfiles, infrastructure as code, releases, and incident checklists. A skill gives your AI agent the exact runbook to follow, so deployments and configs come out consistent every time.
Which DevOps & Infra skills are most installed?
Popular DevOps & Infra skills on SkillMD right now include postgresql-operations, data-pipeline-patterns, pipeline-summary. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do DevOps & Infra skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.