Cloud, Data, and Service Skills

Cloud, data, and service skills route SaaS, database, payments, auth, edge, and service CLI work through read-first account-aware procedures. Source: Skill Registry, 2026-07-15

When To Use This

Use this family for service CLIs, SaaS APIs, Supabase, Clerk, Stripe, Vercel, Cloudflare, workers, data services, SDK/API patterns, and deploy/account workflows.

Core Model

Executable behavior lives in skills/**/SKILL.md. This page owns family-level routing, tradeoffs, and failure modes. Exhaustive inventory lives in Skill Registry. Full retired article bodies live in Retired Skill Article Ledger.

Concept Position

Axis	Value
Family	Generated skill-family synthesis
Concept owned	Cloud, data, and service skills route SaaS, database, payments, auth, edge, and service CLI work through read-first account-aware procedures.
Operationalizes into	Skill Registry, Skill Resolver, executable `SKILL.md` source
Use this page when	choosing the right skill family before loading executable source

Decision Matrix

Need	Route
Prefer official CLI or service skill before raw HTTP.	Load the named SKILL.md from Skill Registry and use this page for context.
Confirm auth/workspace/project before mutation.	Load the named SKILL.md from Skill Registry and use this page for context.
Use tool pages for product facts.	Load the named SKILL.md from Skill Registry and use this page for context.

Do Not Confuse

Firebase and Azure have dedicated family pages.
Google Workspace has a high-trust personal-data route.
Security review belongs in security-review-skills.

Tool And Skill Routing

Skill	Category	Origin	Executable source	Trigger signal
ai-sdk	engineering	personal	skills/engineering/ai-sdk/SKILL.md	Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like generateText, streamText, embed, tools, WorkflowAgent, Agent...
astro	engineering	skills-sh	skills/engineering/astro/SKILL.md	Skill for building with the Astro web framework. Helps create Astro components and pages, configure SSR adapters, set up content collections, deploy static sites, and manage project struc...
aws	engineering	personal	skills/engineering/aws/SKILL.md	Use for AWS work: IAM, CDK, CloudFormation, Lambda, serverless, S3, RDS, VPC, Route 53, CloudFront, MSK, Flink, data lakes, Bedrock, cost, observability, security, and SDK usage. Load fol...
ci-cd-best-practices	engineering	dedalus	skills/engineering/ci-cd-best-practices/SKILL.md	Apply Dedalus CI/CD workflow rules for runner placement, Docker build verification, artifact publication, and self-hosted runner orchestration. Use when editing GitHub Actions workflows,...
clerk	engineering	cursor-plugin	skills/engineering/clerk/SKILL.md	Use for Clerk authentication work: setup, users, sessions, middleware, backend API, organizations, billing, webhooks, testing, custom UI, mobile auth, and framework integrations for Next....
cloudflare	engineering	personal	skills/engineering/cloudflare/SKILL.md	Use for Cloudflare work: Workers, Wrangler, Durable Objects, Agents SDK, Sandbox SDK, Turnstile, email service, Cloudflare One, migrations, web performance, tunnels, and Workers best-prac...
computer-use	engineering	codex-plugin	skills/engineering/computer-use/SKILL.md	Control local Mac apps through Computer Use. Use for tasks that require reading or operating app UI by clicking, typing, scrolling, dragging, pressing keys, or setting values.
control-in-app-browser	engineering	codex-plugin	skills/engineering/control-in-app-browser/SKILL.md	Control the in-app Browser. Use to open, navigate, inspect, test, click, type, screenshot, or verify local targets such as localhost, 127.0.0.1, ::1, file://, the current in-app browser t...
create-auth-skill	engineering	personal	skills/engineering/create-auth-skill/SKILL.md	Scaffold and implement authentication in TypeScript/JavaScript apps using Better Auth. Detect frameworks, configure database adapters, set up route handlers, add OAuth providers, and crea...
daily-bugfix-check	engineering	personal	skills/engineering/daily-bugfix-check/SKILL.md	Check the current author's commits from the last 24 hours and proactively find and fix any bugs they introduced. Use when the user asks for a daily bugfix check, wants to review today's c...
db	engineering	dedalus	skills/engineering/db/SKILL.md	Run read-only SQL queries against Supabase databases (local or remote). Use when inspecting schema, debugging data, checking migrations, or answering questions about database state.
db-write	engineering	dedalus	skills/engineering/db-write/SKILL.md	Run mutating SQL (INSERT, UPDATE, DELETE, DDL) against Supabase databases. Requires explicit user invocation. Use for migrations, seed data, schema changes, or data fixes.
firebase	engineering	personal	skills/engineering/firebase/SKILL.md	Use for Firebase work: CLI setup, project selection, Auth, Firestore, Hosting, Security Rules, Data Connect, AI Logic, App Hosting, Crashlytics, Remote Config, and Firebase MCP or firebas...
font-switcher-dev-tool	engineering	personal	skills/engineering/font-switcher-dev-tool/SKILL.md	Build a floating font selector dev tool for any Next.js app. Copies font files, generates @font-face CSS, creates a FontProvider context with localStorage persistence, and builds a floati...
gh-address-comments	engineering	personal	skills/engineering/gh-address-comments/SKILL.md	Help address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to authenticate if not logged in.
hetzner	engineering	personal	skills/engineering/hetzner/SKILL.md	Provision, audit, or operate Hetzner Cloud servers, networks, firewalls, volumes, snapshots, SSH keys, and remote validation boxes. Use when a task mentions Hetzner, hcloud, dedicated ser...
import-spinner-frames	engineering	personal	skills/engineering/import-spinner-frames/SKILL.md	Extract animation frame data from upstream Unicode spinner libraries into the wiki's runtime-agnostic `spinners-catalog.json`. Use when Kevin asks to "import spinners from X", "add more s...
kafka	engineering	personal	skills/engineering/kafka/SKILL.md	Design, implement, or review Apache Kafka-compatible event streaming. Use for Kafka, Redpanda, Confluent Cloud, AWS MSK, topics, partitions, consumer groups, schemas, retention, lag, prod...
liteparse	engineering	external	skills/engineering/liteparse/SKILL.md	Use when a task involves a document file (PDF, DOCX, PPTX, XLSX, or image) and the agent needs to read it, answer questions about contents, or extract text, tables, or specific values. Pr...
nextjs	engineering	codex-plugin	skills/engineering/nextjs/SKILL.md	Use for Next.js work: App Router, Server Components, Server Actions, Cache Components, middleware/proxy, data fetching, rendering strategy, upgrades, next-forge, performance, and Vercel d...
posthog	engineering	personal	skills/engineering/posthog/SKILL.md	Use for PostHog work: product analytics, feature flags, experiments, session replay, heatmaps, surveys, error tracking, logs, LLM analytics, data warehouse syncs, endpoints, signals, aler...
react-three-fiber	engineering	personal	skills/engineering/react-three-fiber/SKILL.md	Build declarative 3D scenes with React Three Fiber (R3F) - a React renderer for Three.js. Use when building interactive 3D experiences in React applications with component-based architect...
rive-interactive	engineering	personal	skills/engineering/rive-interactive/SKILL.md	State machine-based vector animation with runtime interactivity and web integration. Use this skill when creating interactive animations, state-driven UI, animated components with logic,...
sdk	engineering	cursor-plugin	skills/engineering/sdk/SKILL.md	Guide users building apps, scripts, CI pipelines, or automations on top of the Cursor SDK - TypeScript (`@cursor/sdk`) or Python (`cursor-sdk` / `cursor_sdk`). Use when the user mentions...
sentry	engineering	personal	skills/engineering/sentry/SKILL.md	Use for Sentry work: SDK setup and upgrades across web, Node, Next.js, React, TanStack, Cloudflare, Python, Go, Ruby, PHP, .NET, mobile, issue triage, alerts, OpenTelemetry, AI monitoring...
service-cli-registry	engineering	personal	skills/engineering/service-cli-registry/SKILL.md	Route SaaS and infrastructure tasks to the right first-party CLI, MCP, or installed skill. Use when a task mentions GitLab, AWS, Google Cloud, Docker, Kubernetes, Terraform, Sentry, Datad...
sites-hosting	engineering	codex-plugin	skills/engineering/sites-hosting/SKILL.md	Host websites with Sites. Always use after `sites-building`, and use for website publishing, deployment, hosting management, or projects containing `.openai/hosting.json`.
slack	engineering	personal	skills/engineering/slack/SKILL.md	Interact with Slack workspaces using browser automation. Use when the user needs to check unread channels, navigate Slack, send messages, extract data, find information, search conversati...
statusline	engineering	personal	skills/engineering/statusline/SKILL.md	Configure a custom status line in the CLI. Use when the user mentions status line, statusline, statusLine, CLI status bar, prompt footer customization, or wants to add session context abo...
stripe	engineering	dedalus	skills/engineering/stripe/SKILL.md	Use for Stripe work: customers, payments, subscriptions, Checkout, refunds, events, products, prices, webhook hardening, API directory/project workflows, Stripe upgrades, and account-safe...
supabase	engineering	personal	skills/engineering/supabase/SKILL.md	Use for Supabase work: Postgres, Auth, RLS, migrations, Edge Functions, Storage, Realtime, Vectors, Cron, Queues, SSR clients, CLI, MCP, security review, schema drift, and production data...
tanstack	engineering	personal	skills/engineering/tanstack/SKILL.md	Use for TanStack library work: Query, Router, Start, Table, Form, Store, DB, Virtual, Pacer, Ranger, Devtools, Config, CLI, AI, and integration best practices. Verify installed package ve...
terraform	engineering	skills-sh	skills/engineering/terraform/SKILL.md	Use for Terraform/OpenTofu work: modules, providers, tests, stacks, imports, refactors, acceptance tests, style, Azure verified modules, generated configuration, state safety, CI plans, a...
test-writing	engineering	dedalus	skills/engineering/test-writing/SKILL.md	Write test output, harnesses, and assertions in the terse Unix tradition. Covers Rust #[test], Go testing.T, Python pytest, typed CLI harnesses, and CI integration. Use when writing new t...
turborepo	engineering	skills-sh	skills/engineering/turborepo/SKILL.md	Turborepo monorepo build system guidance. Triggers on: turbo.json, task pipelines, dependsOn, caching, remote cache, the "turbo" CLI, --filter, --affected, CI optimization, environment va...
update-cli-config	engineering	personal	skills/engineering/update-cli-config/SKILL.md	View and modify Cursor CLI configuration settings in ~/.cursor/cli-config.json. Use when the user wants to change CLI settings, configure permissions, switch approval mode, enable vim mod...
vercel	engineering	personal	skills/engineering/vercel/SKILL.md	Use for Vercel platform work: CLI, deployments, env vars, functions, routing middleware, firewall, observability, storage, queues, cron jobs, AI SDK, AI Gateway, v0, sandbox, Marketplace,...
web-design-engineer	engineering	personal	skills/engineering/web-design-engineer/SKILL.md	Build polished visual web artifacts with HTML/CSS/JavaScript/React: pages, dashboards, prototypes, slide decks, animations, UI mockups, and data visualizations. Use when the user wants a...
wizard	engineering	personal	skills/engineering/wizard/SKILL.md	Generate an interactive bash wizard that walks a human through a manual setup, third-party service configuration, one-off migration, or A-to-B state transition. Use when Kevin invokes /wi...
yeet	engineering	personal	skills/engineering/yeet/SKILL.md	Use only when the user explicitly asks to stage, commit, push, and open a GitHub pull request in one flow using the GitHub CLI (`gh`).
zustand	engineering	skills-sh	skills/engineering/zustand/SKILL.md	Zustand adapter for json-render's StateStore interface. Use when integrating json-render with Zustand for state management via @json-render/zustand.

Failure Modes

Silent account/project mismatch.
Inventing raw API calls when a CLI/MCP exists.
Embedding provider facts in a skill.

Timeline

2026-07-15 | Regenerated this concise family synthesis page from Skill Registry after archiving verbose retired skill-article bodies to Retired Skill Article Ledger. Source: User request, 2026-06-27
2026-07-15 | Concepts category refresh linked this generated family page to Concept System Map and kept it generated because executable skill source owns the procedure details. Source: User request, 2026-07-01

Source: User request, 2026-06-27