Testing Skills With Subagents FAQs

Question 1

When should I use this skill?

Accepted Answer

You should use this skill when creating or editing new Claude Code skills, especially those that enforce discipline or have high compliance costs. It is ideal for testing instructions that an AI might otherwise try to 'rationalize' away to save time.

Question 2

What are pressure scenarios in AI testing?

Accepted Answer

Pressure scenarios are test cases that combine multiple constraints—such as time limits, authority overrides, and economic stakes—to see if the AI will violate its instructions. This skill helps you write these scenarios to prove your documentation actually prevents failures.

Question 3

How does it improve my AI coding workflow?

Accepted Answer

It ensures your custom skills are 'bulletproof' by identifying loopholes in your instructions before they cause issues in production. By forcing the AI to face realistic pressure scenarios during testing, you create more reliable and disciplined subagents.

Question 4

What does the 'Testing Skills With Subagents' skill do?

Accepted Answer

This skill applies the Test-Driven Development (TDD) cycle to AI instructions and process documentation. It uses a RED-GREEN-REFACTOR approach to verify that Claude follows specific rules even when under pressure from simulated constraints like deadlines or sunk costs.

Question 5

What is the RED-GREEN-REFACTOR cycle for documentation?

Accepted Answer

RED: Run a scenario without the skill to watch the agent fail. GREEN: Write the minimal skill needed to make the agent comply. REFACTOR: Identify new loopholes or excuses the agent makes and update the skill to explicitly negate them.

Testing Skills With Subagents

Testing Skills With Subagents

主要功能

使用场景

主要功能

使用场景