brainstorming
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
subagent-testingTest skills via TDD in fresh subagents. Use when validating behavior or preventing bias.
Independent GitHub snapshot · Automated classification · Original documentation governs
name: subagent-testing description: 'Test skills via TDD in fresh subagents. Use when validating behavior or preventing bias.' alwaysApply: false category: testing tags:
Test skills with fresh subagent instances to prevent priming bias and validate effectiveness.
abstract:skill-authoring)abstract:skills-eval)Fresh instances prevent priming: Each test uses a new Claude conversation to verify the skill's impact is measured, not conversation history effects.
Running tests in the same conversation creates bias:
Three-phase TDD-style approach:
Test without skill to establish baseline behavior.
Test with skill loaded to measure improvements.
Test skill's anti-rationalization guardrails.
# 1. Create baseline tests (without skill)
# Use 5 diverse scenarios
# Document full responses
# 2. Create with-skill tests (fresh instances)
# Load skill explicitly
# Use identical prompts
# Compare to baseline
# 3. Create rationalization tests
# Test anti-rationalization patterns
# Verify guardrails work
For complete testing patterns, examples, and templates: