shell-script-quality
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iterative-refinement
Execute iterative refinement workflows with validation loops until quality criteria are met. Use for test-fix cycles, code quality improvement, performance optimization, or any task requiring repeated action-validate-improve cycles.
11web-search-researcher
Research topics using web search and content fetching to find accurate, current information. Use when you need modern information, official documentation, best practices, technical solutions, or comparisons beyond your training data. Provides systematic web research with strategic searches, content analysis, and synthesized findings.
10gemini-websearch
Performs web searches using Gemini CLI headless mode with google_web_search tool. Includes intelligent caching, result validation, and analytics. Use when searching for current information, documentation, or when the user explicitly requests web search.
7frontend-design-system
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6ux-designer
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5e2e-test-optimizer
Optimizes Playwright E2E tests by removing waitForTimeout anti-patterns,
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