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Stack Recipes

For each stack, the commands / agents / skills / rules of the foundation that activate, plus 1-2 external links for generic best practices.

The foundation does not reinvent REST conventions or Flutter Clean Architecture — it applies them automatically via its path-specific rules and specialized agents. This page is an orientation map, not a manual.


Web (React, Next.js, Vue, Svelte, Astro)

From the foundation

TypeElementActivation
Command/dev:dev-componentComplete UI component creation (tests + stories)
Command/dev:dev-react-perfRendering optimization (Core Web Vitals, memoization)
Command/dev:dev-hookCustom React/Vue hooks creation
Command/dev:dev-design-systemTokens, shared components
Command/qa:qa-design, /qa:qa-responsive, /qa:qa-chromeUI/UX, mobile-first, Chrome visual audits
Command/qa:wcag-auditWCAG 2.1 AA accessibility
Skill autodev-shadcn, dev-nextjs, dev-frontend-designActivated on keywords (shadcn, App Router, landing page)
Rules autoreact.md, nextjs.md, vue.md, svelte.md, astro.md, accessibility.md, performance.md, design-style.mdBased on **/*.tsx, **/components/**, **/app/**

External best practices


Mobile (Flutter)

From the foundation

TypeElementActivation
Command/dev:dev-flutterWidgets, screens, BLoC, Clean Architecture
Command/qa:qa-mobileMobile app quality audit
Command/ops:ops-mobile-releaseApp Store + Play Store publishing via Fastlane
Skill autodev-flutterActivated on Flutter, widget, BLoC
Rule autoflutter.md**/*.dart, **/lib/**, **/test/**

External best practices


API (REST, GraphQL, tRPC)

From the foundation

TypeElementActivation
Command/dev:dev-apiREST endpoints, controllers, services
Command/dev:dev-api-versioningVersioning strategies
Command/dev:dev-graphqlGraphQL schema, resolvers
Command/dev:dev-trpcType-safe TypeScript APIs
Command/qa:qa-securityOWASP Top 10 audit
Command/doc:doc-api-specOpenAPI/Swagger spec
Rule autoapi.md, security.md**/api/**, **/routes/**, **/auth/**

External best practices


Auth (better-auth, Lucia, NextAuth, Clerk, Supabase Auth)

From the foundation

TypeElementActivation
Skill autodev-authActivated on auth, login, OAuth, 2FA, better-auth, NextAuth, Lucia
Command/dev:dev-supabaseSupabase Auth + Row Level Security
Command/qa:qa-securitySessions, tokens, OWASP audit
Command/legal:legal-rgpdGDPR compliance
Rule autosecurity.md**/auth/**, **/api/**, **/middleware/**

External best practices


Database (Prisma, PostgreSQL, MongoDB)

From the foundation

TypeElementActivation
Command/ops:ops-databaseSchema, migrations, indexes
Skill autodev-prismaActivated on Prisma, schema.prisma, migrate, Accelerate

External best practices


Infrastructure (Docker, K8s, VPS, Vercel, Serverless, Proxmox, OPNsense)

From the foundation

TypeElementActivation
Command/ops:ops-dockerDockerization, multi-stage builds
Command/ops:ops-k8sManifests, Helm
Command/ops:ops-vps, /ops:ops-vercel, /ops:ops-serverlessDeployment targets
Command/ops:ops-infra-codeTerraform / OpenTofu (modules, state, backends)
Command/ops:ops-proxmox, /ops:ops-opnsenseHomelab / personal infra
Command/ops:ops-deploy, /ops:ops-rollbackSafe deployment + rollback
Skill autoops-infra-code, ops-proxmox, ops-opnsenseActivated on keywords
Rule autodeploy-safety.mdDockerfile, docker-compose, .env, middleware

External best practices


Observability (logs, metrics, traces)

From the foundation

TypeElementActivation
Command/ops:ops-monitoringLogs, metrics, alerts
Command/ops:ops-observability-stackPrometheus + Grafana + Loki
Command/ops:ops-grafana-dashboardGrafana dashboards
Command/ops:ops-load-testingLoad tests
Command/ops:ops-healthHealth checks

External best practices


Testing (TDD, unit, integration, E2E)

From the foundation

TypeElementActivation
Command/dev:dev-tddRed-Green-Refactor cycle (mandatory workflow)
Command/dev:dev-testTest generation
Command/dev:dev-testing-setupTest infrastructure configuration
Command/qa:qa-e2eE2E tests (Playwright, Cypress)
Command/qa:qa-automation, /qa:qa-coverageAutomation, coverage
Skill autoqa-e2e, api-mockingActivated on keywords (E2E, MSW, mock API)
Rule autotdd-enforcement.md, testing.mdAll TS/Py/Go/Dart code, tests/, .test.

External best practices


Backend languages (Go, Python, Rust, Ruby, Java, C#, PHP)

From the foundation

TypeElementActivation
Command/dev:dev-debug, /dev:dev-refactorInvestigation and refactoring
Skill autodev-i18nLocalization (next-intl, react-i18next, vue-i18n, flutter_localizations)
Rules autogo.md, python.md, rust.md, ruby.md, java.md, csharp.md, php.mdActivated by file extension

External best practices


Data (ETL, analytics, modeling)

From the foundation

TypeElementActivation
Command/data:data-pipelineETL/ELT pipelines (Airflow, dbt)
Command/data:data-modelingData warehouse modeling (star/snowflake)
Command/data:data-analyticsReports and KPIs
Skill autodata-pipelineActivated on ETL, Airflow, dbt

External best practices


AI / LLM (RAG, prompt engineering, MCP)

From the foundation

TypeElementActivation
Command/dev:dev-ai-integrationLLM integration (OpenAI, Claude)
Command/dev:dev-prompt-engineeringPrompt optimization
Command/dev:dev-ragRAG systems (retrieval-augmented generation)
Command/dev:dev-mcpMCP server creation
Skill autodev-prompt-engineeringActivated on prompt, instruction, few-shot, LLM

External best practices


Business & Growth

From the foundation

TypeElementActivation
Commands BIZ/biz:biz-model, biz-market, biz-mvp, biz-pricing, biz-pitch, biz-roadmap, biz-launch, biz-competitor, biz-okr, biz-personas, biz-researchProduct strategy
Commands GROWTH/growth:growth-landing, growth-seo, growth-analytics, growth-ab-test, growth-cro, growth-funnel, growth-onboarding, growth-retention, growth-email, growth-localization, growth-app-store-analyticsAcquisition / activation / retention
Commands LEGAL/legal:legal-rgpd, legal-payment, legal-terms-of-service, legal-privacy-policyCompliance
Skill autogrowth-croActivated on conversion, signup flow, paywall

External best practices


See also