Write tests that verify behavior (not implementation), use table-driven/parameterized patterns, and minimize mocking. Supports Go, Python, TypeScript, Java, and Rust.
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npx claudepluginhub smykla-skalski/sai --plugin test-writerMake text sound natural by removing AI writing patterns. For commit messages, PR descriptions, review comments, docs, changelogs, and any text that sounds robotic or AI-generated.
Staff-engineer-level code review evaluating architectural alignment, system-level implications, failure modes, performance, scalability, observability, security, and cross-team impact.
Diagnose and fix flaky e2e tests and connectivity issues in service mesh environments (Kuma, Istio, Linkerd, Consul). Covers 11 root causes: timing races, xDS propagation delays, Gomega misuse, pod availability races, mTLS/SDS readiness, Envoy circuit breakers, and outlier detection. Includes Python scripts for live Envoy diagnostics.
Build and refine staff-level engineering resumes through interactive coaching, research-backed best practices, and per-job tailoring.
Interactive KubeCon CFP submission writer with data-driven insights from 1,100+ accepted talks and official reviewer criteria.
Automatically generate comprehensive unit tests from source code with multiple testing framework support
Implement code with tests from specs or direct requests
Unit testing with debugging and test automation
Write, run, and debug Ginkgo/Gomega test suites in Go. Skills for the tree-construction mental model, spec authoring and cleanup, tables and generated specs, the full decorator reference, filtering, parallelism, ordered/flaky specs, timeouts and async, the CLI and CI configuration, reporting, and JSON-first failure diagnosis.
Testing workflow skill for high-value test discovery, strategy selection, focused implementation, realistic workload generation, strict review, and suite health diagnostics.
Language-agnostic test plan generation and execution.