10 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, 2026-11-02
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 AI SDK questions and build AI features with generateText, streamText, useChat, tools, Agent, WorkflowAgent, embeddings, structured output, providers and MCP. Use for the AI SDK or... |
| astro | engineering | skills-sh | skills/engineering/astro/SKILL.md | Build with the Astro framework: .astro components and pages, SSR adapters, content collections, islands, static site generation and deploys. Use when working in an Astro project, with .as... |
| 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 | deprecated | dedalus | skills/deprecated/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 | Build Clerk authentication: setup, sessions, middleware, Backend API, organizations, billing, webhooks, testing and custom UI for Next.js, React, React Router, Astro, TanStack, Vue, Nuxt,... |
| 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 Codex in-app Browser: open, navigate, inspect, click, type, screenshot and verify localhost, 127.0.0.1, ::1, file:// and websites shown side by side in Codex. Use when a Codex... |
| create-auth-skill | engineering | personal | skills/engineering/create-auth-skill/SKILL.md | Add authentication to TypeScript or JavaScript apps with Better Auth: detect the framework, configure database adapters, route handlers, OAuth providers and auth UI pages. Use when adding... |
| daily-bugfix-check | engineering | personal | skills/engineering/daily-bugfix-check/SKILL.md | Review the current author's commits from the last 24 hours and fix any bugs they introduced, using the recent-code-bugfix workflow. Use when the user asks for a daily bugfix check or says... |
| 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 | Author flint-chart specs (ChartAssemblyInput chart_spec and semantic_types) that render charts from tabular data, validated through MCP. Use when asked for charts with flint-chart or to a... |
| font-switcher-dev-tool | engineering | personal | skills/engineering/font-switcher-dev-tool/SKILL.md | Build a floating font selector dev tool for a Next.js app with copied font files, generated @font-face CSS and a localStorage-backed FontProvider. Use when comparing typefaces across an a... |
| gcode | engineering | external | skills/engineering/gcode/SKILL.md | Generate, inspect, dry-run and validate plain FDM .gcode by slicing .stl, .obj, unsliced .3mf, .ply, .glb or .gltf through real slicer CLIs; never uploads or starts print jobs. Use when s... |
| gcp-project-audit | engineering | personal | skills/engineering/gcp-project-audit/SKILL.md | Audit every Google Cloud project Kevin's personal Google account can see, read-only: billing, APIs, IAM, keys, buckets, Firebase and logs, with cleanup candidates. Use when Kevin says "au... |
| 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. Use when the user... |
| growth-teardown | productivity | personal | skills/productivity/growth-teardown/SKILL.md | Reverse-engineer how a company grows: a dated timeline of its growth plays (SEO, AEO, ads, social, community, launches, partnerships, product loops), each marked data-backed or a guess. U... |
| 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 | Read first when making, editing, animating or rendering any HyperFrames video (HTML rendered to video): films, explainers, charts, maps, vertical clips, captions and overlays. Holds the r... |
| hyperframes-cli | engineering | unknown | skills/engineering/hyperframes-cli/SKILL.md | The HyperFrames CLI by job: scaffold, check, inspect frames, edit the timeline, preview, render locally or in the cloud, publish, and recover from build or render failures. Use when runni... |
| hyperframes-core | engineering | unknown | skills/engineering/hyperframes-core/SKILL.md | The HyperFrames composition contract: structure, data-* timing, class="clip", tracks, sub-compositions, variables, media, deterministic rendering, validation, and the STORYBOARD.md an... |
| kafka | engineering | personal | skills/engineering/kafka/SKILL.md | Design, implement or review Kafka-compatible event streaming on Apache Kafka, Redpanda, Confluent Cloud or AWS MSK. Use for topics, partitions, consumer groups, schemas, retention, lag, p... |
| liteparse | engineering | external | skills/engineering/liteparse/SKILL.md | Extract text, tables and values from PDF, DOCX, PPTX, XLSX or image files locally with the lit CLI, with no model. Use when a task needs to read a document file or answer questions abou... |
| 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... |
| rive-interactive | engineering | personal | skills/engineering/rive-interactive/SKILL.md | Build interactive vector animation with Rive: state machines, inputs, ViewModel data binding and React Rive. Use when an animation needs runtime state, input handling or two-way interacti... |
| sdf | engineering | external | skills/engineering/sdf/SKILL.md | Author and validate SDFormat .sdf models and worlds: links, joints, poses, frames, inertials, geometry, mesh URIs, sensors, lights, physics, plugins, includes and Gazebo handoff. Use fo... |
| sdk | deprecated | cursor-plugin | skills/deprecated/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 infra tasks to the right first-party CLI, MCP or skill, read-only first, with previews before mutations. Use for Coolify, GitLab, AWS, GCP, Docker, Kubernetes, Terraform, D... |
| shopify-commerce | engineering | personal | skills/engineering/shopify-commerce/SKILL.md | Build, inspect and operate Shopify themes, Liquid sections, JSON templates, product pages, Admin GraphQL and Shopify CLI. Use for Shopify theme work, Theme Check, store reads or approved... |
| 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 | Drive Slack with browser automation to check unreads, read channels, search conversations, extract data and send messages. Use when the user says "check my Slack", "search Slack for", "se... |
| srdf | engineering | external | skills/engineering/srdf/SKILL.md | Author, inspect and validate MoveIt2 .srdf files: planning groups, virtual and passive joints, end effectors, group states, disabled collisions. Use when editing SRDF planning semantics;... |
| 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 | Work on Stripe: payments, Checkout, subscriptions, refunds, Connect, prices, webhook hardening, Directory, Projects provisioning, and API or SDK upgrades. Use for any Stripe task. Writes... |
| 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, read-only SQL queri... |
| 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 terse, Unix-style test output, harnesses and assertions for Rust #[test], Go testing.T, Python pytest, typed CLI harnesses and CI. Use when writing new tests, test harnesses or CI p... |
| update-cli-config | deprecated | personal | skills/deprecated/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 | Author, validate and debug URDF robot descriptions (.urdf): links, joints, limits, inertials, visual and collision geometry, meshes, frames. Use for URDF files; use srdf for MoveIt2 sem... |
| vercel | engineering | personal | skills/engineering/vercel/SKILL.md | Work on Vercel: CLI, deployments, env vars, functions, routing middleware, firewall, observability, storage, queues, cron jobs, flags, AI SDK, AI Gateway, Chat SDK, sandbox, Marketplace,... |
| web-design-engineer | engineering | personal | skills/engineering/web-design-engineer/SKILL.md | Build polished visual web artifacts in HTML, CSS, JavaScript or React: pages, dashboards, prototypes, slide decks, animations, mockups and data visualizations. Use when the deliverable is... |
| wizard | engineering | personal | skills/engineering/wizard/SKILL.md | Generate an interactive bash wizard that walks a human through a manual setup, service configuration or migration: opens URLs, captures values, writes .env and GitHub secrets, confirms ea... |
| 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
- 2026-11-02 | Regenerated this concise family synthesis page from Skill Registry after archiving verbose retired skill-article bodies to Retired Skill Article Ledger. private page
- 2026-11-02 | Concepts category refresh linked this generated family page to Concept System Map and kept it generated because executable skill source owns the procedure details. private page
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