11 min read
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, 2026-09-25
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... |
| flint-chart-author | engineering | unknown | skills/engineering/flint-chart-author/SKILL.md | Use when: the user asks to make or render charts with flint-chart, visualize tabular data, generate a ChartAssemblyInput, validate/render through MCP, or add Flint to a JS/TS project. Aut... |
| 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... |
| gcode | engineering | external | skills/engineering/gcode/SKILL.md | Generate, inspect, dry-run, and statically validate plain FDM .gcode from 3D mesh files by orchestrating real slicer CLIs. Use when Codex needs to slice .stl, .obj, unsliced .3mf,... |
| 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... |
| hyperframes | engineering | unknown | skills/engineering/hyperframes/SKILL.md | Mandatory entry point: read this first for any request to make, create, edit, animate, or render a video, animation, or motion graphic, including a promo, explainer, captioned clip, title... |
| hyperframes-cli | engineering | unknown | skills/engineering/hyperframes-cli/SKILL.md | Use the HyperFrames CLI development loop: init, add, catalog, capture, lint, check, snapshot, compare, grade-compare, preview, play, present, beats, keyframes, single or batch render, pub... |
| hyperframes-core | engineering | unknown | skills/engineering/hyperframes-core/SKILL.md | The HyperFrames composition contract — build one renderable project. Use for composition structure, the data-* timing attributes, class="clip", tracks, sub-compositions, variables, fr... |
| hyperframes-registry | engineering | unknown | skills/engineering/hyperframes-registry/SKILL.md | Install, discover, and wire registry blocks and components into HyperFrames compositions. Use when running hyperframes add or hyperframes catalog, installing one item or every block match... |
| 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,... |
| scroll-world | engineering | external | skills/engineering/scroll-world/SKILL.md | Build an immersive scroll-scrubbed cinematic landing page from a frame-locked chain of generated scenes and camera clips. Use for a "3D world" hero, fly-through brand world, Emons-style i... |
| sdf | engineering | external | skills/engineering/sdf/SKILL.md | SDFormat/SDF model and world authoring, validation, and simulator handoff. Use for .sdf files, SDFormat XML, models, worlds, links, joints, poses, frames, inertials, visual/collision ge... |
| 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... |
| sendcutsend | engineering | external | skills/engineering/sendcutsend/SKILL.md | Review DXF and STEP/STP uploads for SendCutSend.com orders using its ordering guide, catalog, and specs. Use only for SendCutSend.com preflight reports covering upload readiness, selected... |
| 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, generated client, or installed skill, and route project-CLI/release work through proportional typed-CLI, packaging,... |
| shopify-commerce | engineering | personal | skills/engineering/shopify-commerce/SKILL.md | Build, inspect, validate, or operate Shopify themes, Liquid sections, landing or product pages, Admin GraphQL, and store-scoped Shopify CLI workflows. Use for Shopify theme development, A... |
| 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... |
| srdf | engineering | external | skills/engineering/srdf/SKILL.md | MoveIt2 SRDF authoring, validation, and planning-semantics workflow. Use when creating, editing, inspecting, or validating .srdf files, MoveIt planning groups, virtual joints, passive j... |
| 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... |
| threejs-towers | engineering | unknown | skills/engineering/threejs-towers/SKILL.md | Generate architecture procedurally in Three.js and film it assembling — a small geometry vocabulary that builds pagodas, castles, domes and spires from parameters instead of mesh files, h... |
| 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... |
| urdf | engineering | external | skills/engineering/urdf/SKILL.md | URDF robot description authoring and validation. Use when creating, editing, inspecting, validating, or debugging .urdf files, robot links, joints, limits, inertials, visual/collision g... |
| 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
- 2026-09-25 | 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
- 2026-09-25 | 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
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