ai-patterns
AI Patterns Reference
Patterns for effective AI-augmented software development by Lada Kesseler (github nickname lexler), Llewellyn Falco, Ivett Ördög, and Nitsan Avni.
First Step: Ensure Repository Exists and Update
~/.claude/skills/ai-patterns/scripts/ensure-patterns-repo
Patterns Location
Base path: ~/.cache/claude-skills/augmented-coding-patterns/documents
Context Management
Managing AI context, knowledge, and focus.
More from lexler/skill-factory
hexagonal-architecture
Applies hexagonal (ports & adapters) architecture. Use when designing application structure, separating domain from infrastructure, creating testable boundaries, or when user mentions ports, adapters, hexagonal, or clean architecture.
13using-uv
Python package and project management with UV. Use when creating Python scripts, initializing projects, or managing dependencies.
5approval-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.
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