What is Hypothesis-Driven Development in this context?

HDD is a pattern where the AI formulates specific, falsifiable hypotheses about system behavior (e.g., 'system denies cross-org access') and designs tests specifically to validate them.

Does this skill support frameworks other than Pytest?

While heavily optimized for the Pytest ecosystem, it provides patterns for unittest and general Python testing standards applicable across various frameworks.

How does Extended Thinking improve the testing process?

Extended Thinking allows the AI to reason about system boundaries, state transitions, and failure modes before writing code, leading to more comprehensive coverage of edge cases.

Can this skill help with CI/CD integration?

Yes, it includes configurations for automated coverage reports, parallel execution (pytest-xdist), and exit codes suitable for modern CI/CD pipelines.

Does it support testing asynchronous Python code?

Yes, the skill includes patterns for AsyncMock and pytest-asyncio to handle modern asynchronous applications and services.

Testing & QA Strategy

Name: Testing & QA Strategy
Author: Lobbi-Docs

byLobbi-Docs

安全与测试

Implements robust testing patterns and hypothesis-driven development strategies for high-quality software delivery.

关于

The Testing & QA Strategy skill empowers Claude to design and execute comprehensive testing suites for Python applications. It goes beyond simple unit testing by integrating 'Extended Thinking' to identify hidden edge cases, formulate testable hypotheses, and optimize test strategies. Supporting frameworks like pytest and unittest, the skill provides sophisticated patterns for mocking, fixture management, and coverage analysis, making it indispensable for Test-Driven Development (TDD) and maintaining mission-critical codebases.

主要功能

Advanced Pytest configuration and command execution patterns
Automated coverage analysis and quality gate enforcement
Extended Thinking integration for systematic edge-case discovery
Hypothesis-Driven Development (HDD) for deliberate strategy design
0 GitHub stars
Comprehensive mocking and fixture management for complex dependencies

使用场景

Building automated unit and integration test suites for new services
Refactoring legacy codebases using Test-Driven Development (TDD)
Designing security-critical tests for multi-tenant authorization systems

关于

主要功能

Advanced Pytest configuration and command execution patterns
Automated coverage analysis and quality gate enforcement
Extended Thinking integration for systematic edge-case discovery
Hypothesis-Driven Development (HDD) for deliberate strategy design
0 GitHub stars
Comprehensive mocking and fixture management for complex dependencies

使用场景

Building automated unit and integration test suites for new services
Refactoring legacy codebases using Test-Driven Development (TDD)
Designing security-critical tests for multi-tenant authorization systems