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deliberation-tester

Guide developers through red-green-refactor TDD for AI deliberation features.

Updated Aug 23, 2026
Search Tags:#testing#tdd#integration testing#pytest#ai development#mocking#deliberation
One-click install
npx skills add https://github.com/tipmaster/claude-config --skill deliberation-tester-tipmaster
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: deliberation-tester
Source: https://github.com/tipmaster/claude-config/tree/main/mcp-servers/ai-counsel/.claude/skills/deliberation-tester
Command: npx skills add https://github.com/tipmaster/claude-config --skill deliberation-tester-tipmaster

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pytest, pytest-asyncio, vcrpy.

What problem does it solve?

This Skill guides developers in applying Test-Driven Development (TDD) patterns to AI deliberation features. It ensures reliability, prevents regressions, and accelerates the development cycle by encoding a systematic red-green-refactor workflow.

Core Features & Use Cases

  • TDD Workflow: Teaches the red-green-refactor cycle for developing and testing AI deliberation features.
  • Mocking Strategies: Provides patterns for effectively mocking adapters, subprocesses, and external dependencies in unit tests.
  • Integration Testing: Guides testing with real adapters and using VCR cassettes for consistent HTTP API tests.
  • Use Case: Implement a new voting mechanism for AI deliberation, starting by writing a failing test, then developing the feature, and finally refactoring while keeping all tests green to ensure robustness.

Quick Start

Use the deliberation-tester skill to help me write a unit test for a new CLI adapter, ensuring it correctly parses the model's output.