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Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Generates Python workflow files using the Operator workflow DSL. Knows all available patterns (classify-and-act, fan-out-and-synthesize, adversarial-verify, generate-and-filter, tournament, loop-until-done) and produces ready-to-run .py files saved to the workflows directory.

Automated testing skill for Windows-MCP tools. Use this skill whenever the user wants to test, validate, benchmark, or evaluate any Windows-MCP tool (App, PowerShell, Screenshot, Snapshot, Click, Type, Scroll, Move, Shortcut, Wait, MultiSelect, MultiEdit, Clipboard, Process, Notification, FileSystem, Registry, Scrape). Triggers on phrases like "test the Click tool", "benchmark Screenshot", "validate FileSystem", "run QA on Registry", "check if PowerShell works", "evaluate tool performance", or any mention of testing/validating a Windows-MCP tool. Each invocation tests exactly ONE tool.