What is the Python Lambda Inline skill?

It is a specialized capability for Claude Code that provides patterns and best practices for using Python's anonymous lambda functions correctly and legibly.

What are 'Norvig patterns' in this context?

They are coding idioms used by Peter Norvig, particularly in his 'pytudes', that emphasize clarity and functional elegance in Python.

When should I use a lambda function instead of a named function?

Use a lambda for simple, single-expression tasks like sorting keys, dictionary-based operations, or trivial callbacks where the function won't be reused.

How does it handle variable capturing in loops?

It provides the specific pattern of using default arguments (e.g., lambda i=i: ...) to correctly capture current loop values in closures.

Does this skill help with complex function logic?

The skill specifically advises against using lambdas for complex logic, multiple statements, or recursion, recommending named functions for those scenarios to preserve readability.

Python Lambda Inline Patterns

Name: Python Lambda Inline Patterns
Author: jimmc414

byjimmc414

•

开发者工具

Implements concise and readable anonymous functions for sorting, callbacks, and trivial data transformations based on Peter Norvig's coding patterns.

The Python Lambda Inline skill provides Claude with expert-level guidance on utilizing anonymous functions effectively. Drawing from Peter Norvig’s functional programming style, this skill helps determine when to use single-expression lambdas versus named functions to ensure code remains Pythonic and maintainable. It is particularly valuable for generating clean sorting keys, building dispatch tables for interpreters, and managing inline callbacks without polluting the global namespace.

主要功能

01Closure capture techniques using default arguments

02Readability-focused logic for function selection

031 GitHub stars

04Guidance for single-expression anonymous function syntax

05Optimized sorting and selection key implementations

06Dispatch dictionary patterns for functional mapping

使用场景

01Creating lightweight operation maps for domain-specific languages

02Defining custom sorting logic for complex nested data structures

03Refactoring bulky helper functions into clean inline lambdas

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jimmc414/claude-code-plugin-marketplace use-lambda-inline

For use in Claude.ai and ChatGPT

Download Skill