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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tractorjuice Bundle Arckit Gcloud SearchFind G-Cloud services on UK Digital Marketplace with live search and comparison
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tractorjuice Bundle Arckit Azure ResearchResearch Azure services and architecture patterns using Microsoft Learn MCP for authoritative guidance
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tractorjuice Bundle Arckit Fr Secnumcloud[COMMUNITY] Assess SecNumCloud 3.2 qualification compliance for French sovereign cloud procurement and OIV/OSE obligations
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tractorjuice Bundle Arckit Gcloud ClarifyAnalyze G-Cloud service gaps and generate supplier clarification questions
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tractorjuice Bundle Arckit Us Nist 800 53[COMMUNITY] Tailor the NIST SP 800-53 Rev 5 control catalog against the Low / Moderate / High baseline for a US federal information system, recording implementation status, inheritance from cloud providers, parameter assignments, and compensating controls.
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evolution-foundation Skill Hr Recruiting PipelineHR — Recruiting Pipeline
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cleanexpo Skill BoardroomMulti-model triangulation for high-stakes decisions. Fan out 2–4 panellists, score divergence via Jaccard, synthesise one answer. Use for architecture, strategy, or machine spec pipeline board review — not routine single-model tasks.
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cleanexpo Bundle Merge GateUse before opening any PR, pushing to a shared branch, or merging in this estate — where automation force-readies draft PRs and squash-merges them on green within minutes, so opening a PR is authorising its merge. Fires when about to run gh pr create / gh pr ready / gh pr merge, or push to a deploy-on-push branch.
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cleanexpo Skill Ship ChainShip Chain orchestrator. Routes /spec /plan /build /test /review /ship commands to the correct pipeline phase, enforces gate requirements between phases, and validates artifact completeness before allowing progression.
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cleanexpo Skill Ship ReleaseRelease gatekeeper. Validates all pipeline phases are complete, enforces the review score ≥ 8/10 hard gate, documents the ship event, and updates the Linear ticket to Done. Produces a ship-log.json.
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cleanexpo Skill Browser RoutingUse when a task needs a browser — automating a web flow, reviewing or improving UI, debugging a page, recording evidence, or QA-testing a deploy — before picking a browser tool or writing a browser-touching skill.
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cleanexpo Skill Tao Tdd PipelineTest-first iteration pipeline. Composes on tao-loop + tao-judge to enforce red→green→refactor discipline. The judge is bound to "all tests pass + new test files modified". Without test files in the diff, GOAL_MET is rejected.
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cleanexpo Skill Sandcastle RunnerThe primitive. Wraps a single Sandcastle invocation (`npx sandcastle run`) so Pi-CEO orchestrator can spawn AFK code-executing agents in isolated Docker / Podman / Vercel-Firecracker / Daytona sandboxes. Pluggable agent (Claude Code / Codex / Pi / OpenCode) and pluggable sandbox provider. Stream stdout into session.logs. Pre-flight kill-switch + concurrency cap. Closes Wave 5
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cleanexpo Skill Fleet Knowledge PipelineUse when asked to turn watched/read/recorded material into shipped work — "get this into the wiki", "research this and build it", "why isn't the fleet picking this up", "make the machines work on this" — or when a request spans learning → research → board decision → spec → build across the three-machine fleet. Also use before adding a new ingestion source, a new researcher, or a new board→build hop, so the existing chain is reused instead of duplicated.
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cleanexpo Skill Remotion Render PipelineFinal step. Synthesises ElevenLabs voiceover for each scene, runs `npx tsx render/render.ts` to produce an MP4, validates duration / codec / resolution / size, uploads to Supabase storage, ships the result via Telegram, and opens a Linear ticket. Triggered after remotion-composition-builder reports ready. Failure modes (timeout, hang, type error) escalate to Linear.
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cleanexpo Skill Remotion Screen StorytellerWrites the on-screen script for a video — scene-by-scene voiceover, on-screen text, b-roll callouts, and CTA. Triggered when the brief is a goal or topic but lacks scene structure. Produces a Storyboard JSON consumed by remotion-composition-builder and remotion-render-pipeline (for ElevenLabs voiceover synthesis).
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lovstudio Bundle Lov BpOrchestrate a complete investor BP workflow or route to one focused module: source-backed outline, PPTX/PDF production, or evidence/content/visual polishing. Use when the user wants to create a business plan end to end, combine BP stages, continue from an existing BP workspace, or is unsure which BP skill to use. Trigger on "做 BP", "完整商业计划书", "融资 PPT 全流程", "BP skill kit", "business plan workflow", "pitch deck pipeline", or "continue my BP".
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morning-start Bundle Code2productReverse-engineer Python data exploration scripts into contract-first product specification documents. Use this skill when the user has messy Python scripts for data cleaning, transformation, feature engineering, statistical analysis, or A/B experiments, and needs to produce documentation for team handoff, platform migration, or rebuild. Triggers on requests like 'reverse engineer this code', 'document this data pipeline', '理解这个代码并输出文档', '逆向推导代码逻辑', '代码转产品文档', 'generate a spec from Python scripts', 'legacy data code documentation', or any request to extract business logic from Python data code into a deliverable spec. Even if the user doesn't explicitly ask for a 'product spec', trigger this skill when they need to understand Python data code well enough to hand it off or rebuild it.
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morning-start Skill Rust Cloud Native云原生领域Rust应用技能,涵盖Kubernetes、容器化、微服务、Wasm及服务网格
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cleanexpo Skill CtoDaily platform-health visibility across the 11 portfolio repos. Computes the DORA quartet (deploy frequency, lead time, MTTR, change-failure rate) plus p99 latency, uptime, and cost-per-request from GitHub Actions + Vercel observability feeds. Drafts a 1-page CTO snippet into the daily 6-pager. Gates production PR merges through draft_review HITL. Closes Wave 4 A3 of the senior-agent slate (RA-1861).
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cleanexpo Skill TaoThe Tao is the autonomous execution engine that ties self-direction with governance. It orchestrates /nexus (routing), /tao-loop (iterate-generate-deploy), /tao-judge (iterative-evaluator-calibrator), and /session-handoff (continuity/escrow) into a single cohesive autonomous mission-runner. The Tao handles autonomous overnight execution for complex projects.
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cleanexpo Bundle NexusMaster-orchestrator command. Type /nexus <goal> to have the estate's best minds work a goal end-to-end — frame it, research it to primary sources, deploy the right specialists, think past the obvious downstream, verify it adversarially, and hand back a decision a non-technical founder can act on. Default-lean; it does the minimum the goal actually needs.
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finsilabs Bundle Sfcc Ocapi ScapiIntegrate with Salesforce Commerce Cloud's headless APIs (OCAPI and Shopper APIs) to build custom storefronts and mobile commerce experiences
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finsilabs Bundle Order Processing PipelineImplement a reliable order state machine that moves orders from pending through payment, fulfillment, and delivery with webhook-driven transitions
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finsilabs Bundle Sfcc Business ManagerConfigure Salesforce Commerce Cloud via Business Manager — manage catalogs, promotions, site preferences, and run XML import/export jobs
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finsilabs Bundle Shopify Checkout ExtensionsCustomize Shopify's checkout with UI extensions for upsells and custom fields, plus Shopify Functions for serverless discount and shipping logic
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finsilabs Bundle Sfcc Cartridge DevelopmentBuild SFRA-based Salesforce Commerce Cloud cartridges with controllers, ISML templates, and hooks to customize storefront behavior
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ahtishamshahzad Skill CI CDUse to design the CI/CD pipeline generated from the project's selected applications and test selection — jobs like install, lint, typecheck, unit, API, Playwright, mobile, build, security checks, deployment. Only generate jobs for applications that exist; deploys are approval-gated. Does not scaffold infrastructure.
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ahtishamshahzad Skill Release PlanningUse to validate release readiness and plan a release — tests green, docs and changelog updated, versioning handled, git workflow followed, and any publish/deploy explicitly approved. Enforces Gate 7; never ships on a failed gate.
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ahtishamshahzad Skill Migration PlanningUse to plan a move from one state to another (framework/version/data/schema/infra) safely and incrementally, with a compatibility strategy, per-step verification, a rollback path, and an explicit cutover. Production migrations require approval.
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ahtishamshahzad Skill Project OrchestratorUse as the lead skill for any non-trivial request. It drives the full request→approval pipeline (classify, audit, requirements, applications, stack, architecture, phases, tasks) and coordinates specialist skills. It plans and delegates; it does not implement every domain itself, and it stops before implementation until gates are approved.
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ahtishamshahzad Skill Github ActionsUse to implement the designed CI/CD pipeline as GitHub Actions workflows — jobs/matrices, dependency + build caching, pinned action versions, least-privilege GITHUB_TOKEN, secrets from the store, environment protection rules for approval-gated deploys. Implements the ci-cd design; adds no jobs for nonexistent apps.
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ahtishamshahzad Skill Smoke TestingUse to define a minimal, fast smoke suite that proves a build/deploy is fundamentally alive — app starts, health checks pass, auth works, primary flows load — run after every build and post-deploy as a go/no-go gate, distinct from full regression.
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ahtishamshahzad Skill Docker FoundationUse to plan Docker images for services — multi-stage builds, small trusted base images, layer caching, non-root runtime, no secrets baked in, .dockerignore, and reproducible tags. For local dev orchestration or production images; does not scaffold application code.
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ahtishamshahzad Skill Rollback PlanningUse to plan how to undo a bad deploy fast — previous-artifact redeploy, migration reversibility rulings (roll-forward vs down), feature-flag kill switches, data-safety on revert, clear triggers, and rehearsal. An untested rollback is a hope, not a plan.
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ahtishamshahzad Skill Contract TestingUse to verify that independently deployed clients and services agree on their API contract — schema/consumer-driven checks in CI that fail when a provider change would break a consumer, catching integration breakage before deploy rather than in production.
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 ship-release, tao-tdd-pipeline, fleet-knowledge-pipeline. 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.