cubetiq
348 verified skills348 total stars
database-design
Use when designing database schemas, normalization strategies, indexing plans, query optimization, and migration workflows for relational, document, or hybrid data stores.
documentation1
design
Top-level design routing and critique skill for choosing the right system, web, mobile, or desktop design path, running audit-first diagnosis, and keeping downstream execution aligned to one clear contract.
development1
fastapi
Use when building FastAPI 0.115+ applications with Pydantic v2 models, async endpoints, dependency injection, OpenAPI documentation, background tasks, and security patterns.
development1
ios-simulator-testing
Canonical dual-path skill for iOS simulator testing, mobile-mcp guidance, build automation, and accessibility-driven UI verification.
tools1
prisma
Use when working with Prisma 6+ for schema design, database migrations, client queries, relation modeling, edge deployment, and type-safe database access in TypeScript and Node.js applications.
tools1
rust-best-practices
Use when writing production Rust (2024 edition): ownership and borrowing patterns, async with tokio, error handling with thiserror/anyhow, comprehensive testing, and disciplined use of unsafe.
development1
spring-boot
Use when building Spring Boot 3.4+ applications with Java records, virtual threads, Spring Security 6, Spring Data JPA, reactive WebFlux patterns, and production-grade testing strategies.
development1
stitch-design-orchestrator
Orchestrate safe, design-first Google Stitch generation and editing by sequencing frontend-design, canonical design-system sync, prompt enhancement, Stitch MCP tool selection, and implementation handoff.
tools1
swift-best-practices
Use when writing, reviewing, or refactoring modern Swift, including strict concurrency, actors, SwiftUI with @Observable, structured concurrency, protocol-oriented design, and SPM modules.
development1
api-design
API design best practices covering REST, GraphQL, gRPC patterns, versioning strategies, pagination, error contracts, and OpenAPI specifications for robust service interfaces.
development1
code-review
Use when conducting code reviews, building review checklists, calibrating review depth, providing structured feedback, or establishing team review practices. Covers review methodology, feedback patterns, automated checks, and batch review strategies.
development1
deep-research
Use when investigating latest vendor behavior, comparing tools or platforms, verifying claims beyond the repo, or gathering external evidence before implementation.
tools1
design-system
Build or refresh the canonical design-system state for a repo, including DESIGN.md, overlays, token language, and platform-specific adaptation notes across web, mobile, and desktop.
development1
docker-compose-dev
Use when building or maintaining Docker Compose development environments: multi-service orchestration, volume mounts for hot reload, custom networking, debugging containers, health checks, and production-parity configuration.
development1
frontend-design-core
Establish the design-engine execution order, canonical design-state model, and the repo-first constraints for serious frontend or mobile design work.
development1
frontend-design-mobile-patterns
Adapt the design engine to mobile and Flutter surfaces using Foundry's normalized mobile-pattern dataset and implementation-first constraints.
development1
frontend-design-style-selector
Select a non-generic visual direction from Foundry's normalized design datasets and align it to the product's domain, audience, and platform.
development1
ios-simulator-testing
Canonical dual-path skill for iOS simulator testing, mobile-mcp guidance, build automation, and accessibility-driven UI verification.
tools1
mcp-server-builder
Use when building MCP servers with spec-compliant tools, structured outputs, resource providers, transport configuration, and server testing.
tools1
nextjs
Use when building web applications with Next.js 15+. Invoke for App Router, Server Components, Server Actions, caching strategies, Partial Prerendering, parallel routes, middleware, and deployment.
development1
owasp-security-review
Use when performing OWASP-aligned security reviews, including vulnerability analysis, secure code review, threat modeling, and SAST/DAST integration.
development1
spec-driven-delivery
Use when turning a non-trivial request into a Git-tracked spec pack, maintaining traceability during execution, and updating specs before code when requirements or architecture change.
development1
sqlalchemy
Use when building or refactoring Python data layers with SQLAlchemy 2.0+ declarative models, async sessions, Alembic migrations, relationship loading strategies, and ORM testing patterns.
development1
stitch-design-system
Create or refresh a Stitch-compatible design-system context by maintaining docs/foundation/DESIGN.md as the canonical source and mirroring it to a Stitch-facing design file when Stitch flows need persistent visual consistency.
testing1
swift-best-practices
Use when writing, reviewing, or refactoring modern Swift, including strict concurrency, actors, SwiftUI with @Observable, structured concurrency, protocol-oriented design, and SPM modules.
development1
system-design
System design and architecture guidance covering distributed systems, scalability, reliability, CAP theorem, load balancing, and caching strategies for production infrastructure.
testing1
web-testing
Use when running browser QA in a real web session with Playwright MCP, deterministic navigation, screenshots, console evidence, network evidence, accessibility snapshots, or failure reproduction.
tools1
design-audit
Diagnose visual and UX weaknesses in an existing interface and return prioritized, concrete remediation guidance.
testing1
architecture-doc
Use when creating architecture documentation including C4 model diagrams, Architecture Decision Records, system context views, deployment diagrams, and quality attribute specifications.
testing1
design
Top-level design routing and critique skill for choosing the right system, web, mobile, or desktop design path, running audit-first diagnosis, and keeping downstream execution aligned to one clear contract.
development1
django-drf
Use when building Django 5.1+ REST APIs with Django REST Framework 3.15+, covering serializers, viewsets, permissions, filtering, pagination, and async support.
development1
frontend-design-core
Establish the design-engine execution order, canonical design-state model, and the repo-first constraints for serious frontend or mobile design work.
development1
frontend-design-screen-brief
Turn canonical design state plus overlays into a compact, high-signal screen brief for Stitch, frontend implementation, or Flutter/mobile work.
development1
frontend-design-system
Build or refresh the canonical design-system state for a repo, including DESIGN.md, overlays, token language, and platform-specific adaptation notes.
development1
integration-testing
Integration testing patterns for verifying component interactions across test boundaries, databases, APIs, test containers, and fixture management. Use when testing how components work together.
development1
kaizen-iteration
Use when running retrospectives, analyzing team metrics, performing root-cause analysis, and driving incremental process improvement.
data-ai1
nestjs
Use when building NestJS 11+ applications with TypeScript decorators, dependency injection, modular architecture, guards, interceptors, pipes, microservices, and GraphQL integration.
development1
prompt-engineering
Use when designing system prompts, crafting few-shot examples, implementing chain-of-thought reasoning, extracting structured output from LLMs, or building tool-use patterns for agent systems.
tools1
secret-management
Design and implement secret and credential management strategies including vault integration, environment variable handling, rotation policies, secret scanning, and zero-trust credential distribution.
development1
stitch-design-orchestrator
Orchestrate safe, design-first Google Stitch generation and editing by sequencing frontend-design, canonical design-system sync, prompt enhancement, Stitch MCP tool selection, and implementation handoff.
tools1
stitch-implementation-handoff
Convert final Stitch screen artifacts into minimal, repo-native frontend changes by reusing local components, preserving validated logic, and documenting any intentional drift from the design source.
development1
typescript-best-practices
Use when writing production TypeScript 5.9+ code: strict configuration, advanced type-level programming, discriminated unions, branded types, and patterns that prepare codebases for TS 6/7 evolution.
development1
web-ui-design
Design browser-first interfaces with strong visual direction, component architecture, responsive layout strategy, accessibility, and implementation-aware handoff for real web products.
development1
android-emulator-testing
Canonical dual-path skill for Android emulator testing, mobile-mcp guidance, adb control, UI-tree verification, and evidence capture.
tools1
code-review
Use when conducting code reviews, building review checklists, calibrating review depth, providing structured feedback, or establishing team review practices. Covers review methodology, feedback patterns, automated checks, and batch review strategies.
development1
deep-research
Use when investigating latest vendor behavior, comparing tools or platforms, verifying claims beyond the repo, or gathering external evidence before implementation.
tools1
desktop-ui-design
Design desktop-first interfaces with multi-pane structure, keyboard-first productivity, high-information-density clarity, and implementation-aware handoff for desktop-grade app surfaces.
development1
fastapi
Use when building FastAPI 0.115+ applications with Pydantic v2 models, async endpoints, dependency injection, OpenAPI documentation, background tasks, and security patterns.
development1
frontend-design-implementation-handoff
Translate design-engine output into repo-native implementation work, preferring real components, Flutter widgets, and existing tokens over pasted generated markup.
development1
frontend-design-style-selector
Select a non-generic visual direction from Foundry's normalized design datasets and align it to the product's domain, audience, and platform.
development1
git-workflow
Use when defining git branching, commit conventions, merge or rebase policy, release flow, or monorepo collaboration patterns.
tools1
kotlin-best-practices
Use when writing, refactoring, or reviewing modern Kotlin (2.1+) code across JVM, Android, iOS, and multiplatform targets. Covers coroutines, Flow, Compose patterns, KMP architecture, DSL design, and production testing. Replaces kotlin-pro.
development1
playwright-interactive
Use when building interactive Playwright suites for browser automation, visual regression, accessibility audits, network interception, and collaborative test workflows.
tools1
stitch-implementation-handoff
Convert final Stitch screen artifacts into minimal, repo-native frontend changes by reusing local components, preserving validated logic, and documenting any intentional drift from the design source.
development1
stitch
Compatibility wrapper for explicit `stitch` requests.
testing1
typescript-best-practices
Use when writing production TypeScript 5.9+ code: strict configuration, advanced type-level programming, discriminated unions, branded types, and patterns that prepare codebases for TS 6/7 evolution.
development1
web-testing
Use when running browser QA in a real web session with Playwright MCP, deterministic navigation, screenshots, console evidence, network evidence, accessibility snapshots, or failure reproduction.
tools1
android-emulator-testing
Canonical dual-path skill for Android emulator testing, mobile-mcp guidance, adb control, UI-tree verification, and evidence capture.
tools1
expo-app
Use when building or maintaining Expo applications: SDK 52+ features, EAS Build and Submit pipelines, OTA updates with expo-updates, native module integration via config plugins, push notifications with expo-notifications, and cross-platform testing.
tools1
frontend-design-core
Establish the design-engine execution order, canonical design-state model, and the repo-first constraints for serious frontend or mobile design work.
development1
ios-simulator-testing
Canonical dual-path skill for iOS simulator testing, mobile-mcp guidance, build automation, and accessibility-driven UI verification.
tools1
java-best-practices
Use when writing, refactoring, or reviewing modern Java (21+) code. Covers records, sealed classes, pattern matching, virtual threads, structured concurrency, and production testing with JUnit 5. Replaces java-pro.
development1
kotlin-best-practices
Use when writing, refactoring, or reviewing modern Kotlin (2.1+) code across JVM, Android, iOS, and multiplatform targets. Covers coroutines, Flow, Compose patterns, KMP architecture, DSL design, and production testing. Replaces kotlin-pro.
development1
stitch-design-orchestrator
Orchestrate safe, design-first Google Stitch generation and editing by sequencing frontend-design, canonical design-system sync, prompt enhancement, Stitch MCP tool selection, and implementation handoff.
tools1
svelte-sveltekit
Use when building web applications with Svelte 5 and SvelteKit. Invoke for rune-based reactivity ($state, $derived, $effect), file-based routing, form actions, server-side rendering, load functions, and deployment.
development1
web-testing
Use when running browser QA in a real web session with Playwright MCP, deterministic navigation, screenshots, console evidence, network evidence, accessibility snapshots, or failure reproduction.
tools1
deep-research
Use when investigating latest vendor behavior, comparing tools or platforms, verifying claims beyond the repo, or gathering external evidence before implementation.
tools1
spec-driven-delivery
Use when turning a non-trivial request into a Git-tracked spec pack, maintaining traceability during execution, and updating specs before code when requirements or architecture change.
development1
stitch-design-system
Create or refresh a Stitch-compatible design-system context by maintaining docs/foundation/DESIGN.md as the canonical source and mirroring it to a Stitch-facing design file when Stitch flows need persistent visual consistency.
testing1
ci-cd-pipeline
Use when designing, optimizing, or debugging CI/CD pipelines: GitHub Actions workflows, GitLab CI configurations, pipeline caching strategies, matrix builds, deployment gates, artifact management, and release automation.
tools1
skill-creator
Use when creating or updating skills, evaluating skill performance, or benchmarking instruction quality. Covers skill authoring, edits, eval design, and iterative improvement of skill behavior.
testing1
csharp-best-practices
Use when writing, reviewing, or refactoring modern C#/.NET code, including minimal APIs, records, async streams, pattern matching, DI lifetimes, and memory-efficient performance tuning.
development1
design-system
Build or refresh the canonical design-system state for a repo, including DESIGN.md, overlays, token language, and platform-specific adaptation notes across web, mobile, and desktop.
development1
docker-compose-dev
Use when building or maintaining Docker Compose development environments: multi-service orchestration, volume mounts for hot reload, custom networking, debugging containers, health checks, and production-parity configuration.
development1
frontend-design-mobile-patterns
Adapt the design engine to mobile and Flutter surfaces using Foundry's normalized mobile-pattern dataset and implementation-first constraints.
development1
frontend-design-system
Build or refresh the canonical design-system state for a repo, including DESIGN.md, overlays, token language, and platform-specific adaptation notes.
development1
kubernetes-deploy
Use when designing or managing Kubernetes deployments: Deployment and StatefulSet configurations, Service and Ingress routing, Helm chart authoring, resource requests and limits, health checks, rolling updates, and production hardening.
testing1
nextjs
Use when building web applications with Next.js 15+. Invoke for App Router, Server Components, Server Actions, caching strategies, Partial Prerendering, parallel routes, middleware, and deployment.
development1
stitch-design-system
Create or refresh a Stitch-compatible design-system context by maintaining docs/foundation/DESIGN.md as the canonical source and mirroring it to a Stitch-facing design file when Stitch flows need persistent visual consistency.
testing1
svelte-sveltekit
Use when building web applications with Svelte 5 and SvelteKit. Invoke for rune-based reactivity ($state, $derived, $effect), file-based routing, form actions, server-side rendering, load functions, and deployment.
development1
system-design
System design and architecture guidance covering distributed systems, scalability, reliability, CAP theorem, load balancing, and caching strategies for production infrastructure.
testing1
tech-doc
Use when writing technical documentation including API references, operational runbooks, onboarding guides, decision logs, and changelog standards.
development1
web-testing
Use when running browser QA in a real web session with Playwright MCP, deterministic navigation, screenshots, console evidence, network evidence, accessibility snapshots, or failure reproduction.
tools1
plan
Research the relevant codebase surface and produce a structured implementation plan before writing code.
development1
design
Top-level design routing and critique skill for choosing the right system, web, mobile, or desktop design path, running audit-first diagnosis, and keeping downstream execution aligned to one clear contract.
development1
kaizen-iteration
Use when running retrospectives, analyzing team metrics, performing root-cause analysis, and driving incremental process improvement.
data-ai1
fastapi
Use when building FastAPI 0.115+ applications with Pydantic v2 models, async endpoints, dependency injection, OpenAPI documentation, background tasks, and security patterns.
development1
frontend-design-mobile-patterns
Adapt the design engine to mobile and Flutter surfaces using Foundry's normalized mobile-pattern dataset and implementation-first constraints.
development1
frontend-design-system
Build or refresh the canonical design-system state for a repo, including DESIGN.md, overlays, token language, and platform-specific adaptation notes.
development1
git-workflow
Use when defining git branching, commit conventions, merge or rebase policy, release flow, or monorepo collaboration patterns.
tools1
ios-simulator-testing
Canonical dual-path skill for iOS simulator testing, mobile-mcp guidance, build automation, and accessibility-driven UI verification.
tools1
kaizen-iteration
Use when running retrospectives, analyzing team metrics, performing root-cause analysis, and driving incremental process improvement.
data-ai1
kubernetes-deploy
Use when designing or managing Kubernetes deployments: Deployment and StatefulSet configurations, Service and Ingress routing, Helm chart authoring, resource requests and limits, health checks, rolling updates, and production hardening.
testing1
nestjs
Use when building NestJS 11+ applications with TypeScript decorators, dependency injection, modular architecture, guards, interceptors, pipes, microservices, and GraphQL integration.
development1
nextjs
Use when building web applications with Next.js 15+. Invoke for App Router, Server Components, Server Actions, caching strategies, Partial Prerendering, parallel routes, middleware, and deployment.
development1
pentest-skill
Guide authorized penetration testing engagements using PTES methodology. Covers reconnaissance, vulnerability scanning, exploitation, post-exploitation, and professional reporting. Requires explicit authorization before any testing activity.
testing1
prisma
Use when working with Prisma 6+ for schema design, database migrations, client queries, relation modeling, edge deployment, and type-safe database access in TypeScript and Node.js applications.
tools1
python-best-practices
Use when writing production Python 3.12–3.14 code: modern typing with PEP 695/696 syntax, async service patterns, packaging with pyproject.toml, pytest-based testing, and standard-library-first design.
development1
react
Use when building user interfaces with React 19+. Invoke for Server Components, the use() hook, Suspense, Actions, concurrent features, ref callbacks, and component architecture.
development1
secret-management
Design and implement secret and credential management strategies including vault integration, environment variable handling, rotation policies, secret scanning, and zero-trust credential distribution.
development1
tech-doc
Use when writing technical documentation including API references, operational runbooks, onboarding guides, decision logs, and changelog standards.
development1
stitch-design-orchestrator
Orchestrate safe, design-first Google Stitch generation and editing by sequencing frontend-design, canonical design-system sync, prompt enhancement, Stitch MCP tool selection, and implementation handoff.
tools1
svelte-sveltekit
Use when building web applications with Svelte 5 and SvelteKit. Invoke for rune-based reactivity ($state, $derived, $effect), file-based routing, form actions, server-side rendering, load functions, and deployment.
development1
systematic-debugging
Systematic debugging methodology covering root cause analysis, bisection, logging strategies, debugger workflows, and post-mortem documentation. Use when diagnosing complex or elusive bugs.
development1
deploy
Plan and implement delivery pipeline or runtime deployment changes with verification and rollback awareness.
devops1
unit-testing
Unit testing best practices covering test design, mocking strategies, coverage analysis, TDD workflow, and assertion patterns. Use when writing, reviewing, or improving unit tests.
testing1
web-ui-design
Design browser-first interfaces with strong visual direction, component architecture, responsive layout strategy, accessibility, and implementation-aware handoff for real web products.
development1
design-system
Define or refine reusable design tokens, components, and rules so the interface system becomes more coherent and scalable.
content-media1
loop
Run a bounded autonomous iteration loop that keeps executing, verifying, and tightening scope until the task is done or blocked.
testing1
ci-cd-pipeline
Use when designing, optimizing, or debugging CI/CD pipelines: GitHub Actions workflows, GitLab CI configurations, pipeline caching strategies, matrix builds, deployment gates, artifact management, and release automation.
tools1
deep-research
Use when investigating latest vendor behavior, comparing tools or platforms, verifying claims beyond the repo, or gathering external evidence before implementation.
tools1
desktop-ui-design
Design desktop-first interfaces with multi-pane structure, keyboard-first productivity, high-information-density clarity, and implementation-aware handoff for desktop-grade app surfaces.
development1
fastapi
Use when building FastAPI 0.115+ applications with Pydantic v2 models, async endpoints, dependency injection, OpenAPI documentation, background tasks, and security patterns.
development1
frontend-design-style-selector
Select a non-generic visual direction from Foundry's normalized design datasets and align it to the product's domain, audience, and platform.
development1
sqlalchemy
Use when building or refactoring Python data layers with SQLAlchemy 2.0+ declarative models, async sessions, Alembic migrations, relationship loading strategies, and ORM testing patterns.
development1
mcp-server-builder
Use when building MCP servers with spec-compliant tools, structured outputs, resource providers, transport configuration, and server testing.
tools1
owasp-security-review
Use when performing OWASP-aligned security reviews, including vulnerability analysis, secure code review, threat modeling, and SAST/DAST integration.
development1
react
Use when building user interfaces with React 19+. Invoke for Server Components, the use() hook, Suspense, Actions, concurrent features, ref callbacks, and component architecture.
development1
skill-creator
Use when creating or updating skills, evaluating skill performance, or benchmarking instruction quality. Covers skill authoring, edits, eval design, and iterative improvement of skill behavior.
testing1
stitch-prompt-enhancement
Transform rough UI intent into compact, Stitch-ready prompts that encode visual direction, component structure, design-system context, and constrained change scope.
development1
systematic-debugging
Systematic debugging methodology covering root cause analysis, bisection, logging strategies, debugger workflows, and post-mortem documentation. Use when diagnosing complex or elusive bugs.
development1
unit-testing
Unit testing best practices covering test design, mocking strategies, coverage analysis, TDD workflow, and assertion patterns. Use when writing, reviewing, or improving unit tests.
testing1
plan
Research the relevant codebase surface and produce a structured implementation plan before writing code.
development1
architecture-doc
Use when creating architecture documentation including C4 model diagrams, Architecture Decision Records, system context views, deployment diagrams, and quality attribute specifications.
testing1
code-review
Use when conducting code reviews, building review checklists, calibrating review depth, providing structured feedback, or establishing team review practices. Covers review methodology, feedback patterns, automated checks, and batch review strategies.
development1
database-design
Use when designing database schemas, normalization strategies, indexing plans, query optimization, and migration workflows for relational, document, or hybrid data stores.
documentation1
deep-research
Use when investigating latest vendor behavior, comparing tools or platforms, verifying claims beyond the repo, or gathering external evidence before implementation.
tools1
docker-compose-dev
Use when building or maintaining Docker Compose development environments: multi-service orchestration, volume mounts for hot reload, custom networking, debugging containers, health checks, and production-parity configuration.
development1
fastapi
Use when building FastAPI 0.115+ applications with Pydantic v2 models, async endpoints, dependency injection, OpenAPI documentation, background tasks, and security patterns.
development1
frontend-design-implementation-handoff
Translate design-engine output into repo-native implementation work, preferring real components, Flutter widgets, and existing tokens over pasted generated markup.
development1
git-workflow
Use when defining git branching, commit conventions, merge or rebase policy, release flow, or monorepo collaboration patterns.
tools1
integration-testing
Integration testing patterns for verifying component interactions across test boundaries, databases, APIs, test containers, and fixture management. Use when testing how components work together.
development1
kaizen-iteration
Use when running retrospectives, analyzing team metrics, performing root-cause analysis, and driving incremental process improvement.
data-ai1
nestjs
Use when building NestJS 11+ applications with TypeScript decorators, dependency injection, modular architecture, guards, interceptors, pipes, microservices, and GraphQL integration.
development1
playwright-interactive
Use when building interactive Playwright suites for browser automation, visual regression, accessibility audits, network interception, and collaborative test workflows.
tools1
prisma
Use when working with Prisma 6+ for schema design, database migrations, client queries, relation modeling, edge deployment, and type-safe database access in TypeScript and Node.js applications.
tools1
skill-creator
Use when creating or updating skills, evaluating skill performance, or benchmarking instruction quality. Covers skill authoring, edits, eval design, and iterative improvement of skill behavior.
testing1
spring-boot
Use when building Spring Boot 3.4+ applications with Java records, virtual threads, Spring Security 6, Spring Data JPA, reactive WebFlux patterns, and production-grade testing strategies.
development1
typescript-best-practices
Use when writing production TypeScript 5.9+ code: strict configuration, advanced type-level programming, discriminated unions, branded types, and patterns that prepare codebases for TS 6/7 evolution.
development1
stitch-implementation-handoff
Convert final Stitch screen artifacts into minimal, repo-native frontend changes by reusing local components, preserving validated logic, and documenting any intentional drift from the design source.
development1
api-design
API design best practices covering REST, GraphQL, gRPC patterns, versioning strategies, pagination, error contracts, and OpenAPI specifications for robust service interfaces.
development1
ci-cd-pipeline
Use when designing, optimizing, or debugging CI/CD pipelines: GitHub Actions workflows, GitLab CI configurations, pipeline caching strategies, matrix builds, deployment gates, artifact management, and release automation.
tools1
systematic-debugging
Systematic debugging methodology covering root cause analysis, bisection, logging strategies, debugger workflows, and post-mortem documentation. Use when diagnosing complex or elusive bugs.
development1
stitch
Compatibility wrapper for explicit `stitch` requests.
testing1
design-screen
Turn a product goal into a concrete screen direction, then implement or hand off the resulting UI specification.
development1
design-screen
Turn a product goal into a concrete screen direction, then implement or hand off the resulting UI specification.
development1
frontend-design-implementation-handoff
Translate design-engine output into repo-native implementation work, preferring real components, Flutter widgets, and existing tokens over pasted generated markup.
development1
frontend-design-implementation-handoff
Translate design-engine output into repo-native implementation work, preferring real components, Flutter widgets, and existing tokens over pasted generated markup.
development1
frontend-design-implementation-handoff
Translate design-engine output into repo-native implementation work, preferring real components, Flutter widgets, and existing tokens over pasted generated markup.
development1
design-system
Build or refresh the canonical design-system state for a repo, including DESIGN.md, overlays, token language, and platform-specific adaptation notes across web, mobile, and desktop.
development1
design-system
Define or refine reusable design tokens, components, and rules so the interface system becomes more coherent and scalable.
content-media1
design-system
Build or refresh the canonical design-system state for a repo, including DESIGN.md, overlays, token language, and platform-specific adaptation notes across web, mobile, and desktop.
development1
design-system
Build or refresh the canonical design-system state for a repo, including DESIGN.md, overlays, token language, and platform-specific adaptation notes across web, mobile, and desktop.
development1
desktop-ui-design
Design desktop-first interfaces with multi-pane structure, keyboard-first productivity, high-information-density clarity, and implementation-aware handoff for desktop-grade app surfaces.
development1
kotlin-best-practices
Use when writing, refactoring, or reviewing modern Kotlin (2.1+) code across JVM, Android, iOS, and multiplatform targets. Covers coroutines, Flow, Compose patterns, KMP architecture, DSL design, and production testing. Replaces kotlin-pro.
development1
desktop-ui-design
Design desktop-first interfaces with multi-pane structure, keyboard-first productivity, high-information-density clarity, and implementation-aware handoff for desktop-grade app surfaces.
development1
django-drf
Use when building Django 5.1+ REST APIs with Django REST Framework 3.15+, covering serializers, viewsets, permissions, filtering, pagination, and async support.
development1
frontend-design-screen-brief
Turn canonical design state plus overlays into a compact, high-signal screen brief for Stitch, frontend implementation, or Flutter/mobile work.
development1
django-drf
Use when building Django 5.1+ REST APIs with Django REST Framework 3.15+, covering serializers, viewsets, permissions, filtering, pagination, and async support.
development1
django-drf
Use when building Django 5.1+ REST APIs with Django REST Framework 3.15+, covering serializers, viewsets, permissions, filtering, pagination, and async support.
development1
django-drf
Use when building Django 5.1+ REST APIs with Django REST Framework 3.15+, covering serializers, viewsets, permissions, filtering, pagination, and async support.
development1
code-review
Use when conducting code reviews, building review checklists, calibrating review depth, providing structured feedback, or establishing team review practices. Covers review methodology, feedback patterns, automated checks, and batch review strategies.
development1
android-emulator-testing
Canonical dual-path skill for Android emulator testing, mobile-mcp guidance, adb control, UI-tree verification, and evidence capture.
tools1
android-emulator-testing
Canonical dual-path skill for Android emulator testing, mobile-mcp guidance, adb control, UI-tree verification, and evidence capture.
tools1
android-emulator-testing
Canonical dual-path skill for Android emulator testing, mobile-mcp guidance, adb control, UI-tree verification, and evidence capture.
tools1
api-design
API design best practices covering REST, GraphQL, gRPC patterns, versioning strategies, pagination, error contracts, and OpenAPI specifications for robust service interfaces.
development1
api-design
API design best practices covering REST, GraphQL, gRPC patterns, versioning strategies, pagination, error contracts, and OpenAPI specifications for robust service interfaces.
development1
api-design
API design best practices covering REST, GraphQL, gRPC patterns, versioning strategies, pagination, error contracts, and OpenAPI specifications for robust service interfaces.
development1
architecture-doc
Use when creating architecture documentation including C4 model diagrams, Architecture Decision Records, system context views, deployment diagrams, and quality attribute specifications.
testing1
architecture-doc
Use when creating architecture documentation including C4 model diagrams, Architecture Decision Records, system context views, deployment diagrams, and quality attribute specifications.
testing1
architecture-doc
Use when creating architecture documentation including C4 model diagrams, Architecture Decision Records, system context views, deployment diagrams, and quality attribute specifications.
testing1
ci-cd-pipeline
Use when designing, optimizing, or debugging CI/CD pipelines: GitHub Actions workflows, GitLab CI configurations, pipeline caching strategies, matrix builds, deployment gates, artifact management, and release automation.
tools1
ci-cd-pipeline
Use when designing, optimizing, or debugging CI/CD pipelines: GitHub Actions workflows, GitLab CI configurations, pipeline caching strategies, matrix builds, deployment gates, artifact management, and release automation.
tools1
ci-cd-pipeline
Use when designing, optimizing, or debugging CI/CD pipelines: GitHub Actions workflows, GitLab CI configurations, pipeline caching strategies, matrix builds, deployment gates, artifact management, and release automation.
tools1
code-review
Use when conducting code reviews, building review checklists, calibrating review depth, providing structured feedback, or establishing team review practices. Covers review methodology, feedback patterns, automated checks, and batch review strategies.
development1
code-review
Use when conducting code reviews, building review checklists, calibrating review depth, providing structured feedback, or establishing team review practices. Covers review methodology, feedback patterns, automated checks, and batch review strategies.
development1
csharp-best-practices
Use when writing, reviewing, or refactoring modern C#/.NET code, including minimal APIs, records, async streams, pattern matching, DI lifetimes, and memory-efficient performance tuning.
development1
csharp-best-practices
Use when writing, reviewing, or refactoring modern C#/.NET code, including minimal APIs, records, async streams, pattern matching, DI lifetimes, and memory-efficient performance tuning.
development1
csharp-best-practices
Use when writing, reviewing, or refactoring modern C#/.NET code, including minimal APIs, records, async streams, pattern matching, DI lifetimes, and memory-efficient performance tuning.
development1
csharp-best-practices
Use when writing, reviewing, or refactoring modern C#/.NET code, including minimal APIs, records, async streams, pattern matching, DI lifetimes, and memory-efficient performance tuning.
development1
csharp-best-practices
Use when writing, reviewing, or refactoring modern C#/.NET code, including minimal APIs, records, async streams, pattern matching, DI lifetimes, and memory-efficient performance tuning.
development1
database-design
Use when designing database schemas, normalization strategies, indexing plans, query optimization, and migration workflows for relational, document, or hybrid data stores.
documentation1
database-design
Use when designing database schemas, normalization strategies, indexing plans, query optimization, and migration workflows for relational, document, or hybrid data stores.
documentation1
database-design
Use when designing database schemas, normalization strategies, indexing plans, query optimization, and migration workflows for relational, document, or hybrid data stores.
documentation1
database-design
Use when designing database schemas, normalization strategies, indexing plans, query optimization, and migration workflows for relational, document, or hybrid data stores.
documentation1
debug
Investigate a failure systematically, confirm the root cause, and verify the fix path.
development1
debug
Investigate a failure systematically, confirm the root cause, and verify the fix path.
development1
deep-research
Use when investigating latest vendor behavior, comparing tools or platforms, verifying claims beyond the repo, or gathering external evidence before implementation.
tools1
deploy
Plan and implement delivery pipeline or runtime deployment changes with verification and rollback awareness.
devops1
design
Top-level design routing and critique skill for choosing the right system, web, mobile, or desktop design path, running audit-first diagnosis, and keeping downstream execution aligned to one clear contract.
development1
design
Top-level design routing and critique skill for choosing the right system, web, mobile, or desktop design path, running audit-first diagnosis, and keeping downstream execution aligned to one clear contract.
development1
design-audit
Diagnose visual and UX weaknesses in an existing interface and return prioritized, concrete remediation guidance.
testing1
design-context-capture
Capture or refresh the project's canonical design context in `docs/foundation/DESIGN.md` so downstream design, implementation, and QA skills stop relying on vague taste or one-off prompts.
testing1
design-context-capture
Capture or refresh the project's canonical design context in `docs/foundation/DESIGN.md` so downstream design, implementation, and QA skills stop relying on vague taste or one-off prompts.
testing1
design-context-capture
Capture or refresh the project's canonical design context in `docs/foundation/DESIGN.md` so downstream design, implementation, and QA skills stop relying on vague taste or one-off prompts.
testing1
docker-compose-dev
Use when building or maintaining Docker Compose development environments: multi-service orchestration, volume mounts for hot reload, custom networking, debugging containers, health checks, and production-parity configuration.
development1
docker-compose-dev
Use when building or maintaining Docker Compose development environments: multi-service orchestration, volume mounts for hot reload, custom networking, debugging containers, health checks, and production-parity configuration.
development1
expo-app
Use when building or maintaining Expo applications: SDK 52+ features, EAS Build and Submit pipelines, OTA updates with expo-updates, native module integration via config plugins, push notifications with expo-notifications, and cross-platform testing.
tools1
expo-app
Use when building or maintaining Expo applications: SDK 52+ features, EAS Build and Submit pipelines, OTA updates with expo-updates, native module integration via config plugins, push notifications with expo-notifications, and cross-platform testing.
tools1
expo-app
Use when building or maintaining Expo applications: SDK 52+ features, EAS Build and Submit pipelines, OTA updates with expo-updates, native module integration via config plugins, push notifications with expo-notifications, and cross-platform testing.
tools1
expo-app
Use when building or maintaining Expo applications: SDK 52+ features, EAS Build and Submit pipelines, OTA updates with expo-updates, native module integration via config plugins, push notifications with expo-notifications, and cross-platform testing.
tools1
frontend-design
Use when a task needs a public UI-design entrypoint that locks visual direction, captures a style contract, and routes into design-system, web, mobile, or desktop execution without generic AI aesthetics.
development1
frontend-design
Use when a task needs a public UI-design entrypoint that locks visual direction, captures a style contract, and routes into design-system, web, mobile, or desktop execution without generic AI aesthetics.
development1
frontend-design
Use when a task needs a public UI-design entrypoint that locks visual direction, captures a style contract, and routes into design-system, web, mobile, or desktop execution without generic AI aesthetics.
development1
frontend-design
Use when a task needs a public UI-design entrypoint that locks visual direction, captures a style contract, and routes into design-system, web, mobile, or desktop execution without generic AI aesthetics.
development1
frontend-design
Use when a task needs a public UI-design entrypoint that locks visual direction, captures a style contract, and routes into design-system, web, mobile, or desktop execution without generic AI aesthetics.
development1
frontend-design-core
Establish the design-engine execution order, canonical design-state model, and the repo-first constraints for serious frontend or mobile design work.
development1
frontend-design-core
Establish the design-engine execution order, canonical design-state model, and the repo-first constraints for serious frontend or mobile design work.
development1
frontend-design-mobile-patterns
Adapt the design engine to mobile and Flutter surfaces using Foundry's normalized mobile-pattern dataset and implementation-first constraints.
development1
frontend-design-screen-brief
Turn canonical design state plus overlays into a compact, high-signal screen brief for Stitch, frontend implementation, or Flutter/mobile work.
development1
frontend-design-screen-brief
Turn canonical design state plus overlays into a compact, high-signal screen brief for Stitch, frontend implementation, or Flutter/mobile work.
development1
frontend-design-style-selector
Select a non-generic visual direction from Foundry's normalized design datasets and align it to the product's domain, audience, and platform.
development1
frontend-design-style-selector
Select a non-generic visual direction from Foundry's normalized design datasets and align it to the product's domain, audience, and platform.
development1
frontend-design-system
Build or refresh the canonical design-system state for a repo, including DESIGN.md, overlays, token language, and platform-specific adaptation notes.
development1
frontend-design-system
Build or refresh the canonical design-system state for a repo, including DESIGN.md, overlays, token language, and platform-specific adaptation notes.
development1
git-workflow
Use when defining git branching, commit conventions, merge or rebase policy, release flow, or monorepo collaboration patterns.
tools1
git-workflow
Use when defining git branching, commit conventions, merge or rebase policy, release flow, or monorepo collaboration patterns.
tools1
golang-best-practices
Use when writing production Go 1.24+ code: generics with constraints, structured concurrency via errgroup and context, comprehensive error handling with wrapped sentinels, and performance-profiled service design.
development1
golang-best-practices
Use when writing production Go 1.24+ code: generics with constraints, structured concurrency via errgroup and context, comprehensive error handling with wrapped sentinels, and performance-profiled service design.
development1
golang-best-practices
Use when writing production Go 1.24+ code: generics with constraints, structured concurrency via errgroup and context, comprehensive error handling with wrapped sentinels, and performance-profiled service design.
development1
golang-best-practices
Use when writing production Go 1.24+ code: generics with constraints, structured concurrency via errgroup and context, comprehensive error handling with wrapped sentinels, and performance-profiled service design.
development1
golang-best-practices
Use when writing production Go 1.24+ code: generics with constraints, structured concurrency via errgroup and context, comprehensive error handling with wrapped sentinels, and performance-profiled service design.
development1
implement
Execute a scoped change end-to-end, using the smallest set of skills and checks required to finish correctly.
testing1
integration-testing
Integration testing patterns for verifying component interactions across test boundaries, databases, APIs, test containers, and fixture management. Use when testing how components work together.
development1
integration-testing
Integration testing patterns for verifying component interactions across test boundaries, databases, APIs, test containers, and fixture management. Use when testing how components work together.
development1
integration-testing
Integration testing patterns for verifying component interactions across test boundaries, databases, APIs, test containers, and fixture management. Use when testing how components work together.
development1
ios-simulator-testing
Canonical dual-path skill for iOS simulator testing, mobile-mcp guidance, build automation, and accessibility-driven UI verification.
tools1
kubernetes-deploy
Use when designing or managing Kubernetes deployments: Deployment and StatefulSet configurations, Service and Ingress routing, Helm chart authoring, resource requests and limits, health checks, rolling updates, and production hardening.
testing1
java-best-practices
Use when writing, refactoring, or reviewing modern Java (21+) code. Covers records, sealed classes, pattern matching, virtual threads, structured concurrency, and production testing with JUnit 5. Replaces java-pro.
development1
java-best-practices
Use when writing, refactoring, or reviewing modern Java (21+) code. Covers records, sealed classes, pattern matching, virtual threads, structured concurrency, and production testing with JUnit 5. Replaces java-pro.
development1
java-best-practices
Use when writing, refactoring, or reviewing modern Java (21+) code. Covers records, sealed classes, pattern matching, virtual threads, structured concurrency, and production testing with JUnit 5. Replaces java-pro.
development1
java-best-practices
Use when writing, refactoring, or reviewing modern Java (21+) code. Covers records, sealed classes, pattern matching, virtual threads, structured concurrency, and production testing with JUnit 5. Replaces java-pro.
development1
kaizen-iteration
Use when running retrospectives, analyzing team metrics, performing root-cause analysis, and driving incremental process improvement.
data-ai1
kotlin-best-practices
Use when writing, refactoring, or reviewing modern Kotlin (2.1+) code across JVM, Android, iOS, and multiplatform targets. Covers coroutines, Flow, Compose patterns, KMP architecture, DSL design, and production testing. Replaces kotlin-pro.
development1
kotlin-best-practices
Use when writing, refactoring, or reviewing modern Kotlin (2.1+) code across JVM, Android, iOS, and multiplatform targets. Covers coroutines, Flow, Compose patterns, KMP architecture, DSL design, and production testing. Replaces kotlin-pro.
development1
kubernetes-deploy
Use when designing or managing Kubernetes deployments: Deployment and StatefulSet configurations, Service and Ingress routing, Helm chart authoring, resource requests and limits, health checks, rolling updates, and production hardening.
testing1
mobile-ui-design
Design mobile-first interfaces with strong small-screen hierarchy, thumb-reachable interaction design, native-feeling flow structure, and implementation-aware handoff for Flutter or other app surfaces.
content-media1
owasp-security-review
Use when performing OWASP-aligned security reviews, including vulnerability analysis, secure code review, threat modeling, and SAST/DAST integration.
development1
kubernetes-deploy
Use when designing or managing Kubernetes deployments: Deployment and StatefulSet configurations, Service and Ingress routing, Helm chart authoring, resource requests and limits, health checks, rolling updates, and production hardening.
testing1
loop
Run a bounded autonomous iteration loop that keeps executing, verifying, and tightening scope until the task is done or blocked.
testing1
mcp-server-builder
Use when building MCP servers with spec-compliant tools, structured outputs, resource providers, transport configuration, and server testing.
tools1
mcp-server-builder
Use when building MCP servers with spec-compliant tools, structured outputs, resource providers, transport configuration, and server testing.
tools1
mobile-ui-design
Design mobile-first interfaces with strong small-screen hierarchy, thumb-reachable interaction design, native-feeling flow structure, and implementation-aware handoff for Flutter or other app surfaces.
content-media1
mobile-ui-design
Design mobile-first interfaces with strong small-screen hierarchy, thumb-reachable interaction design, native-feeling flow structure, and implementation-aware handoff for Flutter or other app surfaces.
content-media1
mobile-ui-design
Design mobile-first interfaces with strong small-screen hierarchy, thumb-reachable interaction design, native-feeling flow structure, and implementation-aware handoff for Flutter or other app surfaces.
content-media1
nestjs
Use when building NestJS 11+ applications with TypeScript decorators, dependency injection, modular architecture, guards, interceptors, pipes, microservices, and GraphQL integration.
development1
nestjs
Use when building NestJS 11+ applications with TypeScript decorators, dependency injection, modular architecture, guards, interceptors, pipes, microservices, and GraphQL integration.
development1
nextjs
Use when building web applications with Next.js 15+. Invoke for App Router, Server Components, Server Actions, caching strategies, Partial Prerendering, parallel routes, middleware, and deployment.
development1
nextjs
Use when building web applications with Next.js 15+. Invoke for App Router, Server Components, Server Actions, caching strategies, Partial Prerendering, parallel routes, middleware, and deployment.
development1
observability
Use when implementing observability and monitoring: OpenTelemetry instrumentation, structured logging, metrics design, distributed tracing, alerting strategies, SLO/SLI definitions, dashboards, and incident response runbooks.
testing1
observability
Use when implementing observability and monitoring: OpenTelemetry instrumentation, structured logging, metrics design, distributed tracing, alerting strategies, SLO/SLI definitions, dashboards, and incident response runbooks.
testing1
observability
Use when implementing observability and monitoring: OpenTelemetry instrumentation, structured logging, metrics design, distributed tracing, alerting strategies, SLO/SLI definitions, dashboards, and incident response runbooks.
testing1
observability
Use when implementing observability and monitoring: OpenTelemetry instrumentation, structured logging, metrics design, distributed tracing, alerting strategies, SLO/SLI definitions, dashboards, and incident response runbooks.
testing1
owasp-security-review
Use when performing OWASP-aligned security reviews, including vulnerability analysis, secure code review, threat modeling, and SAST/DAST integration.
development1
owasp-security-review
Use when performing OWASP-aligned security reviews, including vulnerability analysis, secure code review, threat modeling, and SAST/DAST integration.
development1
pentest-skill
Guide authorized penetration testing engagements using PTES methodology. Covers reconnaissance, vulnerability scanning, exploitation, post-exploitation, and professional reporting. Requires explicit authorization before any testing activity.
testing1
pentest-skill
Guide authorized penetration testing engagements using PTES methodology. Covers reconnaissance, vulnerability scanning, exploitation, post-exploitation, and professional reporting. Requires explicit authorization before any testing activity.
testing1
pentest-skill
Guide authorized penetration testing engagements using PTES methodology. Covers reconnaissance, vulnerability scanning, exploitation, post-exploitation, and professional reporting. Requires explicit authorization before any testing activity.
testing1
pentest-skill
Guide authorized penetration testing engagements using PTES methodology. Covers reconnaissance, vulnerability scanning, exploitation, post-exploitation, and professional reporting. Requires explicit authorization before any testing activity.
testing1
playwright-interactive
Use when building interactive Playwright suites for browser automation, visual regression, accessibility audits, network interception, and collaborative test workflows.
tools1
playwright-interactive
Use when building interactive Playwright suites for browser automation, visual regression, accessibility audits, network interception, and collaborative test workflows.
tools1
qa
Consolidated QA capability with three modes: harness, web, and mobile.
development1
playwright-interactive
Use when building interactive Playwright suites for browser automation, visual regression, accessibility audits, network interception, and collaborative test workflows.
tools1
prisma
Use when working with Prisma 6+ for schema design, database migrations, client queries, relation modeling, edge deployment, and type-safe database access in TypeScript and Node.js applications.
tools1
prisma
Use when working with Prisma 6+ for schema design, database migrations, client queries, relation modeling, edge deployment, and type-safe database access in TypeScript and Node.js applications.
tools1
prompt-engineering
Use when designing system prompts, crafting few-shot examples, implementing chain-of-thought reasoning, extracting structured output from LLMs, or building tool-use patterns for agent systems.
tools1
prompt-engineering
Use when designing system prompts, crafting few-shot examples, implementing chain-of-thought reasoning, extracting structured output from LLMs, or building tool-use patterns for agent systems.
tools1
python-best-practices
Use when writing production Python 3.12–3.14 code: modern typing with PEP 695/696 syntax, async service patterns, packaging with pyproject.toml, pytest-based testing, and standard-library-first design.
development1
python-best-practices
Use when writing production Python 3.12–3.14 code: modern typing with PEP 695/696 syntax, async service patterns, packaging with pyproject.toml, pytest-based testing, and standard-library-first design.
development1
python-best-practices
Use when writing production Python 3.12–3.14 code: modern typing with PEP 695/696 syntax, async service patterns, packaging with pyproject.toml, pytest-based testing, and standard-library-first design.
development1
python-best-practices
Use when writing production Python 3.12–3.14 code: modern typing with PEP 695/696 syntax, async service patterns, packaging with pyproject.toml, pytest-based testing, and standard-library-first design.
development1
qa
Consolidated QA capability with three modes: harness, web, and mobile.
development1
qa
Consolidated QA capability with three modes: harness, web, and mobile.
development1
react
Use when building user interfaces with React 19+. Invoke for Server Components, the use() hook, Suspense, Actions, concurrent features, ref callbacks, and component architecture.
development1
react
Use when building user interfaces with React 19+. Invoke for Server Components, the use() hook, Suspense, Actions, concurrent features, ref callbacks, and component architecture.
development1
review
Audit a change set for correctness, regression risk, missing tests, and security issues.
testing1
review
Audit a change set for correctness, regression risk, missing tests, and security issues.
testing1
rust-best-practices
Use when writing production Rust (2024 edition): ownership and borrowing patterns, async with tokio, error handling with thiserror/anyhow, comprehensive testing, and disciplined use of unsafe.
development1
rust-best-practices
Use when writing production Rust (2024 edition): ownership and borrowing patterns, async with tokio, error handling with thiserror/anyhow, comprehensive testing, and disciplined use of unsafe.
development1
secret-management
Design and implement secret and credential management strategies including vault integration, environment variable handling, rotation policies, secret scanning, and zero-trust credential distribution.
development1
secret-management
Design and implement secret and credential management strategies including vault integration, environment variable handling, rotation policies, secret scanning, and zero-trust credential distribution.
development1
secret-management
Design and implement secret and credential management strategies including vault integration, environment variable handling, rotation policies, secret scanning, and zero-trust credential distribution.
development1
skill-creator
Use when creating or updating skills, evaluating skill performance, or benchmarking instruction quality. Covers skill authoring, edits, eval design, and iterative improvement of skill behavior.
testing1
skill-creator
Use when creating or updating skills, evaluating skill performance, or benchmarking instruction quality. Covers skill authoring, edits, eval design, and iterative improvement of skill behavior.
testing1
spec-driven-delivery
Use when turning a non-trivial request into a Git-tracked spec pack, maintaining traceability during execution, and updating specs before code when requirements or architecture change.
development1
spec-driven-delivery
Use when turning a non-trivial request into a Git-tracked spec pack, maintaining traceability during execution, and updating specs before code when requirements or architecture change.
development1
spec-driven-delivery
Use when turning a non-trivial request into a Git-tracked spec pack, maintaining traceability during execution, and updating specs before code when requirements or architecture change.
development1
spring-boot
Use when building Spring Boot 3.4+ applications with Java records, virtual threads, Spring Security 6, Spring Data JPA, reactive WebFlux patterns, and production-grade testing strategies.
development1
sqlalchemy
Use when building or refactoring Python data layers with SQLAlchemy 2.0+ declarative models, async sessions, Alembic migrations, relationship loading strategies, and ORM testing patterns.
development1
sqlalchemy
Use when building or refactoring Python data layers with SQLAlchemy 2.0+ declarative models, async sessions, Alembic migrations, relationship loading strategies, and ORM testing patterns.
development1
sqlalchemy
Use when building or refactoring Python data layers with SQLAlchemy 2.0+ declarative models, async sessions, Alembic migrations, relationship loading strategies, and ORM testing patterns.
development1
stitch
Compatibility wrapper for explicit `stitch` requests.
testing1
stitch
Compatibility wrapper for explicit `stitch` requests.
testing1
stitch-design-orchestrator
Orchestrate safe, design-first Google Stitch generation and editing by sequencing frontend-design, canonical design-system sync, prompt enhancement, Stitch MCP tool selection, and implementation handoff.
tools1
stitch-design-system
Create or refresh a Stitch-compatible design-system context by maintaining docs/foundation/DESIGN.md as the canonical source and mirroring it to a Stitch-facing design file when Stitch flows need persistent visual consistency.
testing1
stitch-implementation-handoff
Convert final Stitch screen artifacts into minimal, repo-native frontend changes by reusing local components, preserving validated logic, and documenting any intentional drift from the design source.
development1
stitch-implementation-handoff
Convert final Stitch screen artifacts into minimal, repo-native frontend changes by reusing local components, preserving validated logic, and documenting any intentional drift from the design source.
development1
stitch-prompt-enhancement
Transform rough UI intent into compact, Stitch-ready prompts that encode visual direction, component structure, design-system context, and constrained change scope.
development1
stitch-prompt-enhancement
Transform rough UI intent into compact, Stitch-ready prompts that encode visual direction, component structure, design-system context, and constrained change scope.
development1
stitch-prompt-enhancement
Transform rough UI intent into compact, Stitch-ready prompts that encode visual direction, component structure, design-system context, and constrained change scope.
development1
svelte-sveltekit
Use when building web applications with Svelte 5 and SvelteKit. Invoke for rune-based reactivity ($state, $derived, $effect), file-based routing, form actions, server-side rendering, load functions, and deployment.
development1
swift-best-practices
Use when writing, reviewing, or refactoring modern Swift, including strict concurrency, actors, SwiftUI with @Observable, structured concurrency, protocol-oriented design, and SPM modules.
development1
swift-best-practices
Use when writing, reviewing, or refactoring modern Swift, including strict concurrency, actors, SwiftUI with @Observable, structured concurrency, protocol-oriented design, and SPM modules.
development1
swift-best-practices
Use when writing, reviewing, or refactoring modern Swift, including strict concurrency, actors, SwiftUI with @Observable, structured concurrency, protocol-oriented design, and SPM modules.
development1
systematic-debugging
Systematic debugging methodology covering root cause analysis, bisection, logging strategies, debugger workflows, and post-mortem documentation. Use when diagnosing complex or elusive bugs.
development1
tech-doc
Use when writing technical documentation including API references, operational runbooks, onboarding guides, decision logs, and changelog standards.
development1
tech-doc
Use when writing technical documentation including API references, operational runbooks, onboarding guides, decision logs, and changelog standards.
development1
test
Add or harden verification so the target behavior is covered by repeatable tests and focused checks.
testing1
test
Add or harden verification so the target behavior is covered by repeatable tests and focused checks.
testing1
typescript-best-practices
Use when writing production TypeScript 5.9+ code: strict configuration, advanced type-level programming, discriminated unions, branded types, and patterns that prepare codebases for TS 6/7 evolution.
development1
unit-testing
Unit testing best practices covering test design, mocking strategies, coverage analysis, TDD workflow, and assertion patterns. Use when writing, reviewing, or improving unit tests.
testing1
unit-testing
Unit testing best practices covering test design, mocking strategies, coverage analysis, TDD workflow, and assertion patterns. Use when writing, reviewing, or improving unit tests.
testing1
unit-testing
Unit testing best practices covering test design, mocking strategies, coverage analysis, TDD workflow, and assertion patterns. Use when writing, reviewing, or improving unit tests.
testing1
web-testing
Use when running browser QA in a real web session with Playwright MCP, deterministic navigation, screenshots, console evidence, network evidence, accessibility snapshots, or failure reproduction.
tools1
web-ui-design
Design browser-first interfaces with strong visual direction, component architecture, responsive layout strategy, accessibility, and implementation-aware handoff for real web products.
development1
web-ui-design
Design browser-first interfaces with strong visual direction, component architecture, responsive layout strategy, accessibility, and implementation-aware handoff for real web products.
development1
web-ui-design
Design browser-first interfaces with strong visual direction, component architecture, responsive layout strategy, accessibility, and implementation-aware handoff for real web products.
development1
stitch
Compatibility wrapper for explicit `stitch` requests.
testing1
implement
Execute a scoped change end-to-end, using the smallest set of skills and checks required to finish correctly.
testing1
rust-best-practices
Use when writing production Rust (2024 edition): ownership and borrowing patterns, async with tokio, error handling with thiserror/anyhow, comprehensive testing, and disciplined use of unsafe.
development1
design-context-capture
Capture or refresh the project's canonical design context in `docs/foundation/DESIGN.md` so downstream design, implementation, and QA skills stop relying on vague taste or one-off prompts.
testing1
observability
Use when implementing observability and monitoring: OpenTelemetry instrumentation, structured logging, metrics design, distributed tracing, alerting strategies, SLO/SLI definitions, dashboards, and incident response runbooks.
testing1
desktop-ui-design
Design desktop-first interfaces with multi-pane structure, keyboard-first productivity, high-information-density clarity, and implementation-aware handoff for desktop-grade app surfaces.
development1
spring-boot
Use when building Spring Boot 3.4+ applications with Java records, virtual threads, Spring Security 6, Spring Data JPA, reactive WebFlux patterns, and production-grade testing strategies.
development1
system-design
System design and architecture guidance covering distributed systems, scalability, reliability, CAP theorem, load balancing, and caching strategies for production infrastructure.
testing1
mcp-server-builder
Use when building MCP servers with spec-compliant tools, structured outputs, resource providers, transport configuration, and server testing.
tools1
stitch-prompt-enhancement
Transform rough UI intent into compact, Stitch-ready prompts that encode visual direction, component structure, design-system context, and constrained change scope.
development1
system-design
System design and architecture guidance covering distributed systems, scalability, reliability, CAP theorem, load balancing, and caching strategies for production infrastructure.
testing1
prompt-engineering
Use when designing system prompts, crafting few-shot examples, implementing chain-of-thought reasoning, extracting structured output from LLMs, or building tool-use patterns for agent systems.
tools1
qa
Consolidated QA capability with three modes: harness, web, and mobile.
development1
qa
Consolidated QA capability with three modes: harness, web, and mobile.
development1
spring-boot
Use when building Spring Boot 3.4+ applications with Java records, virtual threads, Spring Security 6, Spring Data JPA, reactive WebFlux patterns, and production-grade testing strategies.
development1
typescript-best-practices
Use when writing production TypeScript 5.9+ code: strict configuration, advanced type-level programming, discriminated unions, branded types, and patterns that prepare codebases for TS 6/7 evolution.
development1
rust-best-practices
Use when writing production Rust (2024 edition): ownership and borrowing patterns, async with tokio, error handling with thiserror/anyhow, comprehensive testing, and disciplined use of unsafe.
development1
stitch-design-system
Create or refresh a Stitch-compatible design-system context by maintaining docs/foundation/DESIGN.md as the canonical source and mirroring it to a Stitch-facing design file when Stitch flows need persistent visual consistency.
testing1
design-context-capture
Capture or refresh the project's canonical design context in `docs/foundation/DESIGN.md` so downstream design, implementation, and QA skills stop relying on vague taste or one-off prompts.
testing1
system-design
System design and architecture guidance covering distributed systems, scalability, reliability, CAP theorem, load balancing, and caching strategies for production infrastructure.
testing1
mobile-ui-design
Design mobile-first interfaces with strong small-screen hierarchy, thumb-reachable interaction design, native-feeling flow structure, and implementation-aware handoff for Flutter or other app surfaces.
content-media1
frontend-design-screen-brief
Turn canonical design state plus overlays into a compact, high-signal screen brief for Stitch, frontend implementation, or Flutter/mobile work.
development1
api-design
API design best practices covering REST, GraphQL, gRPC patterns, versioning strategies, pagination, error contracts, and OpenAPI specifications for robust service interfaces.
development1
frontend-design-mobile-patterns
Adapt the design engine to mobile and Flutter surfaces using Foundry's normalized mobile-pattern dataset and implementation-first constraints.
development1
systematic-debugging
Systematic debugging methodology covering root cause analysis, bisection, logging strategies, debugger workflows, and post-mortem documentation. Use when diagnosing complex or elusive bugs.
development1
architecture-doc
Use when creating architecture documentation including C4 model diagrams, Architecture Decision Records, system context views, deployment diagrams, and quality attribute specifications.
testing1
svelte-sveltekit
Use when building web applications with Svelte 5 and SvelteKit. Invoke for rune-based reactivity ($state, $derived, $effect), file-based routing, form actions, server-side rendering, load functions, and deployment.
development1
tech-doc
Use when writing technical documentation including API references, operational runbooks, onboarding guides, decision logs, and changelog standards.
development1
prompt-engineering
Use when designing system prompts, crafting few-shot examples, implementing chain-of-thought reasoning, extracting structured output from LLMs, or building tool-use patterns for agent systems.
tools1
react
Use when building user interfaces with React 19+. Invoke for Server Components, the use() hook, Suspense, Actions, concurrent features, ref callbacks, and component architecture.
development1
android-emulator-testing
Canonical dual-path skill for Android emulator testing, mobile-mcp guidance, adb control, UI-tree verification, and evidence capture.
tools1