Feedback Loop (v2)

Overview

The feedback-loop skill is a dual-mode, self-improving intelligence layer. It runs completely on its own with no external dependencies, and automatically unlocks richer analysis when intent-engineering or dark-factory are present.

Use this skill when:

• You want to analyze the performance of any process, script, or agent execution.
• You need prioritized improvement suggestions without running a full pipeline.
• You want to auto-generate regression tests from observed failures or edge cases.
• You need to track whether a system's behavior is drifting from its stated goals.
• You want a self-contained improvement report you can act on immediately.
• You are running the full intent-engineering → dark-factory → feedback-loop triad.

Dual-Mode Operation

The skill detects what inputs are available and automatically selects the richest mode: