Dev Feedback Loop FAQs

Question 1

What is an assertiveness score in this context?

Accepted Answer

The assertiveness score is a metric from 0-100 that measures development efficiency, deducting points for extra iterations, failed reviews, or unmet validation criteria to track process quality.

Question 2

Why is reporting mandatory even for successful tasks?

Accepted Answer

The skill follows the principle that 'what gets measured gets improved.' Tracking perfect scores helps document successful patterns for replication, while reporting failures prevents systemic issues from compounding.

Question 3

When does the Dev Feedback Loop trigger?

Accepted Answer

It executes automatically after task completion, validation approval or rejection, at the end of a development cycle, or when performance thresholds drop below 70%.

Question 4

What happens if a threshold is breached?

Accepted Answer

If a task score falls below 70 or gate iterations exceed 3, the skill requires mandatory root cause analysis and may stop the workflow to request human intervention.

Question 5

How does it help improve AI agent prompts?

Accepted Answer

It analyzes agent outputs against their specific MUST/MUST NOT rules and identifies gaps, then generates suggested prompt updates in the agent's definition file to improve future performance.

Dev Feedback Loop

주요 기능

사용 사례

Dev Feedback Loop

주요 기능

사용 사례