refinement-loop
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approval-tests
Writes approval tests (snapshot/golden master testing) for Python, JavaScript/TypeScript, or Java. Use when verifying complex output, characterization testing legacy code, testing combinations, or working with .approved/.received files.
5refactoring
Refactoring process. Invoke immediately when user or document mentions refactoring, or proactively when code gets too complex or messy.
5git-worktrees
Creates git worktrees for parallel development. Use when creating a git worktree, setting up multiple working directories, or working on features in parallel.
5nullables
Writes tests without mocks using Nullables. Use when writing tests, especially testing code with external I/O (HTTP, files, databases, clocks, random numbers), designing infrastructure wrappers or replacing mocking libraries.
5ai-patterns
Reference patterns for augmented coding with AI. Use when discussing AI coding patterns, anti-patterns, obstacles, context management, steering AI, or looking up Lexler's patterns collection.
5bdd-with-approvals
Scannable BDD tests written in domain language. Use when doing BDD.
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