AI Agent Skills

Specialist subagent: Go concurrency, error handling, stdlib patterns, Chi/Echo web frameworks specialist. Use when writing Go code, designing concurrent systems, or buil…

Parse and write FCS (Flow Cytometry Standard) files v2.0-3.1 with FlowIO — extract event data as NumPy arrays, read $-keyword metadata and channel/parameter definitions,…

Review Go code for concurrency safety and goroutine lifecycle issues including race conditions, deadlocks, goroutine leaks, mutex misuse, and context propagation. Trigge…

Guides the agent to avoid foundational concurrency mistakes in Go: confusing concurrency with parallelism, assuming concurrency is always faster, misusing channels vs mu…

Enforces practical Go concurrency rules from "100 Go Mistakes" (Ch.9, #61-#74) when writing or reviewing concurrent Go code. Use when code involves goroutines, channels,…

Enforces correct usage of Go control structures including range loops, break statements, and defer in loops. Use when writing or reviewing Go code that iterates over sli…

React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.

Create a multi-perspective technology-company earnings memo with evidence standards, valuation lenses, and anti-bias checks.