ahel is live on Product Hunt today. Upvote

Skills.

Give your AI a better way to work.

A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.

Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.

Category: Cloud & infra

2,356 results · page 54 of 79

  • ml-engineeringSkillCloud & infra

    Plan and execute production ML engineering work — model training and fine-tuning (LoRA/QLoRA), evaluation and eval-set design, quantization decisions, inference deployment, and regression triage, grounded in practical engineering patterns for production ML systems. Do not use for statistical modelin

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

    View details
  • tailscaleSkillCloud & infra

    Deploy and manage the self-hosted Tailscale/Headscale ecosystem: a Headscale control server, tailscale clients, ACL policies, node lifecycle, subnet routing, DERP relays, and backup/migration. Use when the user mentions Tailscale, Headscale, tailnet, mesh VPN, WireGuard mesh, or self-hosted VPN infr

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

    View details
  • traefikSkillCloud & infra

    Deploy, configure, and troubleshoot Traefik v3 reverse proxy — covers all providers, routing, TLS/ACME, middlewares, and production patterns with YAML examples. Load when setting up or debugging a Traefik instance. Do not use this skill for unrelated requests; route to the nearest named specialist.

    Ready to connect★ 78

    github.com/magnus919/agent-skills81 stars

    View details
  • cybrix-deploySkillCloud & infra

    Deploys the current project to a live HTTPS URL via Cybrix. Activates on any request to make the current project public, get a URL for it, deploy it, ship it, host it, publish it, put it online, or make it live — including casual phrasings like "send this to the internet", "share this as a link", "g

    Ready to connect★ 79

    github.com/cybrixcc/cybrix-skills80 stars

    View details
  • ai-readiness-assessorSkillCloud & infra

    Assess an organisation's readiness to adopt, deploy, or scale AI — covering data maturity, process fit, governance, human factors, and technical infrastructure. More diagnostic than ai-adoption-briefing; focused on honest gap analysis rather than communication. Use for AI transformation work, pre-pr

    Ready to connect★ 79

    github.com/moffran/calibrated_explanations79 stars

    View details
  • ai-systems-architectSkillCloud & infra

    Turn a vague AI system goal into a concrete system decomposition with interface boundaries, data flow, failure modes, validation approach, and implementation roadmap. Use when designing ML pipelines, AI-enabled systems, or moving from a research idea to a deployable system. Triggers on: "design a sy

    Ready to connect★ 79

    github.com/moffran/calibrated_explanations79 stars

    View details
  • cloud-native-readinessSkillCloud & infra

    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 feasibility, workload eligibility, or pre-deployment assessment. Also trigger

    Ready to connect★ 78

    github.com/labring/sealos-skills79 stars

    View details
  • credential-leak-detectorSkillCloud & infra

    PostToolUse hook that scans Bash tool output for leaked credentials — API keys, tokens, private keys, and secrets — before they reach the conversation. Blocks critical leaks, redacts high-severity matches, and warns on suspicious patterns. 14 detection patterns covering OpenAI, Anthropic, AWS, GitHu

    Ready to connect★ 79

    github.com/jkheadley/instar79 stars

    View details
  • dockerfile-skillSkillCloud & infra

    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 Dockerfile, wants to containerize an application, mentions Docker build issues, ne

    Ready to connect★ 78

    github.com/labring/sealos-skills79 stars

    View details
  • prd-breakdownSkillCloud & infra

    Use when user wants to break a PRD into Azure DevOps work items via vertical-slice plan. Workflow: read PRD → quiz user to lock durable decisions → draft slices with HITL/AFK + blocked_by → call az CLI directly via Bash to create items + Predecessor relations. Idempotent re-runs via fingerprint mark

    Ready to connect★ 79

    github.com/kerberosclaw/kc_ai_skills79 stars

    View details
  • sealos-canvasSkillCloud & infra

    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 resources, mentions ".sealos", Sealos deployment state, Kubernetes resources,

    Ready to connect★ 78

    github.com/labring/sealos-skills79 stars

    View details
  • specsfy-specialist-delivery-engineeringSkillCloud & infra

    Design and review CI/CD, artifacts, releases, promotions, migrations, rollouts, rollbacks, and supply chain. Use for pipelines, workflows, environments, deploys, or delivery strategy; also use to choose between rolling, blue-green, canary, or feature flag; do not publish, promote, or change producti

    Ready to connect★ 79

    github.com/promovaweb/specsfy79 stars

    View details
  • specsfy-specialist-deploySkillCloud & infra

    Orquestrar release e deploy em servidor com SEMVER, Docker Swarm e Ansible. Use para publicação completa ou preparação desse fluxo.

    Ready to connect★ 79

    github.com/promovaweb/specsfy79 stars

    View details
  • specsfy-specialist-dockerSkillCloud & infra

    Criar, revisar e depurar imagens Docker e ambientes Compose com builds reproduzíveis, segurança, saúde, configuração e eficiência. Use para Dockerfile, BuildKit, Compose, registries, containers ou imagens de uma aplicação; use `specsfy-specialist-docker-swarm` para orquestração multi-nó, deploy decl

    Ready to connect★ 79

    github.com/promovaweb/specsfy79 stars

    View details
  • specsfy-specialist-nextjsSkillCloud & infra

    Implementar e revisar aplicações Next.js com App Router, Server e Client Components, data fetching, cache, mutations, routing, metadata, segurança e deploy. Use quando houver dependência next ou next.config e a tarefa tocar rota, layout, Server Action, cache ou runtime; use também para decidir a fro

    Ready to connect★ 79

    github.com/promovaweb/specsfy79 stars

    View details
  • specsfy-specialist-versioningSkillCloud & infra

    Gerenciar a versão do sistema pelo SEMVER da raiz e validar tags Docker. Use como apoio focal da `$specsfy-specialist-deploy`.

    Ready to connect★ 79

    github.com/promovaweb/specsfy79 stars

    View details
  • test-as-selfSkillCloud & infra

    Deploy the current instar dist into a throwaway agent home and verify the deploy is healthy — clean evidence instead of post-hoc log forensics. Use BEFORE shipping a change that touches the deploy/lifeline/server path; AFTER landing such a change; or to reproduce a crash observed in the wild.

    Ready to connect★ 79

    github.com/jkheadley/instar79 stars

    View details
  • aracli-deploy-managementSkillCloud & infra

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

    Ready to connect★ 78

    github.com/aradotso/trending-skills75 stars

    View details
  • background-script-executionSkillCloud & infra

    What actually happens when you call snow_execute_script — the Scripted REST endpoint Serac auto-deploys on first use, the scheduled-job fallback, what scheduled_job_pending means, and how to get output back when the call comes home empty.

    Ready to connect★ 78

    github.com/serac-labs/serac78 stars

    View details
  • cc-gateway-ai-proxySkillCloud & infra

    Deploy and configure CC Gateway, a reverse proxy that normalizes Claude Code device fingerprints and telemetry for privacy-preserving API proxying

    Ready to connect★ 78

    github.com/aradotso/trending-skills75 stars

    View details
  • matrixSkillCloud & infra

    Controlling combinatorial explosion across multi-dimensional axes: minimum coverage sets, execution plans, test/deploy/UX/risk prioritization. Use when scoping multi-axis combinations.

    Ready to connect★ 77

    github.com/simota/agent-skills78 stars

    View details
  • rivet-sdkSkillCloud & infra

    Zoom Rivet SDK for JavaScript/TypeScript server-side integrations. Use for auth handling, webhook event consumers, API endpoint wrappers, multi-module app composition, and AWS Lambda receiver patterns.

    Ready to connect★ 77

    github.com/zoom/skills73 stars

    View details
  • contract-deployerSkillCloud & infra

    Compile and deploy Solidity smart contracts to EVM chains.

    Ready to connect★ 76

    github.com/jiayaoqijia/cryptoskill74 stars

    View details
  • eliza-frameworkSkillCloud & infra

    Popular open-source framework for building autonomous AI agents with crypto capabilities and multi-platform deployment.

    Ready to connect★ 76

    github.com/jiayaoqijia/cryptoskill74 stars

    View details
  • build-docker-imageSkillCloud & infra

    Trigger Docker image builds for Hyperlane agent, monorepo, or node service images. Use when the user wants to build new Docker images for a branch, commit, or tag.

    Ready to connect★ 75

    github.com/hyperlane-xyz/hyperlane-monorepo74 stars

    View details
  • find-docker-imageSkillCloud & infra

    Find existing Docker image tags on GHCR for Hyperlane agent, monorepo, or node service images. Use when the user wants to find a recent image, look up an image for a branch or commit, or check what's currently deployed.

    Ready to connect★ 75

    github.com/hyperlane-xyz/hyperlane-monorepo74 stars

    View details
  • qaSkillCloud & infra

    Use when completing any task (final validation step), running audits, preparing for deployment, or when ESLint/TypeScript/build errors occur.

    Ready to connect★ 75

    github.com/holger1411/astrodeck73 stars

    View details
  • quant-trading-researcherSkillCloud & infra

    Use when quant researchers or strategy developers need to evaluate factor ideas, backtest validity, statistical reliability, trading costs, implementation risk, and live monitoring readiness before paper trading or limited production deployment.

    Ready to connect★ 75

    github.com/andrewnggirl/skilllens75 stars

    View details
  • stop-http-registrySkillCloud & infra

    Stop the background HTTP registry server started by /start-http-registry — TaskStop / KillShell by the recorded task ID, plus a /proc cmdline-scan fallback for minimal-tool sandboxes with no ps/lsof/pkill/fuser. Referenced by every warp deploy/update skill that starts the registry.

    Ready to connect★ 75

    github.com/hyperlane-xyz/hyperlane-monorepo74 stars

    View details
  • svm-warp-alt-manageSkillCloud & infra

    Create, check, and read on-chain Sealevel (SVM) Address Lookup Tables (ALTs) for a warp route. Use after deploying, extending, or upgrading an SVM warp route, when transfers fail with transaction-too-large errors, or when asked to inspect or verify a route's ALTs. Fee-enabled SVM transfers bundle 40

    Ready to connect★ 75

    github.com/hyperlane-xyz/hyperlane-monorepo74 stars

    View details

What is a skill?

A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.

55,111 of the 55,543 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.

Install one and every AI you use gets it

Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.

Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.

See how to connect your AI