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directed-test-input-generator

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Generate targeted test inputs for code coverage.

Software Engineering#code coverage#test generation#LLM#fuzzing#path analysis#constraint solving
AuthorArabelaTso
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the challenge of achieving comprehensive code coverage by automatically generating specific test inputs designed to reach difficult-to-cover code paths and behaviors.

Core Features & Use Cases

  • Path Analysis: Identifies and extracts control flow paths and their associated constraints from Python code.
  • Constraint Solving: Generates inputs that satisfy the conditions required to execute specific paths.
  • Coverage Guidance: Utilizes coverage feedback to iteratively refine input generation towards uncovered code.
  • LLM Semantic Understanding: Leverages Large Language Models to create meaningful and realistic test inputs.
  • Use Case: When a critical branch in your Python application remains untested, this Skill can analyze the code, determine the exact conditions needed to reach that branch, and generate a test input to cover it.

Quick Start

Use the directed-test-input-generator skill to analyze the provided Python source code and generate test inputs for all identified execution paths.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: directed-test-input-generator
Download link: https://github.com/ArabelaTso/Skills-4-SE/archive/main.zip#directed-test-input-generator

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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