Agent skills for Windsurf (legacy)

When to activate: Spark, PySpark, Kafka, Airflow, Prefect, ETL, data pipeline, batch processing, streaming, data lineage

When to activate: email sequences, email campaigns, subject lines, drip campaigns, email automation, deliverability, segmentation…

When to activate: growth loops, viral loops, referral mechanics, network effects, flywheel design, compounding growth, viral coefficient…

When to activate: product metrics, north star metric, KPIs, retention metrics, engagement metrics, revenue metrics, metric tree…

When to activate: Zustand, Jotai, TanStack Query, React Query, Redux Toolkit, global state, client state, server state

When to activate: Rust tests, unit tests, integration tests, doc tests, benchmarks, proptest, test helpers, test organization

When to activate: SEO strategy, on-page optimization, keyword research, technical SEO, content clustering, Core Web Vitals, schema markup…

When to activate: SQLAlchemy 2.0, ORM, async sessions, relationships, query optimization, migrations

When to activate: Zustand, Jotai, XState, TanStack Query, URL state, Redux, state management, client state, server state

When to activate: URLSession, async networking, REST API clients, JSON decoding, multipart uploads, WebSocket in Swift

When to activate: general Swift code, value types, enums, pattern matching, optionals, result types, property wrappers

When to activate: Swift Testing framework, XCTest, unit tests, async tests, test macros, parameterized tests, Swift mocking

When to activate: SwiftUI views, layouts, state management, view modifiers, navigation, lists, animations in SwiftUI

When to activate: Terraform, HCL, infrastructure as code, IaC, tf, tfvars, module, state, provider, workspace

When to activate: async/await, Promise patterns, concurrency, AbortController, error handling in async code, streams, async iterators

When to activate: user stories, as a user I want, acceptance criteria, story splitting, story mapping, epic, backlog, agile

When to activate: vendor selection, RFP process, contract negotiation, SLA monitoring, vendor risk assessment, supplier relationship…

When to activate: Vite, vite.config.ts, plugins, HMR, build optimization, code splitting, environment variables, vitest

Define how system components connect, establishing boundaries, patterns, and integration approaches during PRD v0.6 Architecture.

End-to-end workflow for building, deploying, inspecting, and debugging .NET MAUI and MAUI Blazor Hybrid apps as an AI agent.

Develop, test, and automate Unreal Engine 5.x projects (WIP).