task: Explain in 3 sentences when to use the skill-optimizer skill vs the skillify skill.

kind: rule

op: contains

arg: skillify

arg: optimiz


task: What does --bootstrap-reviewed do and why is it required?

arg: sentinel

arg: review


task: List the three model roles in a skillopt run and their default tiers.

arg: optimizer

arg: target

arg: judge


task: Why is the validation gate (median-of-3 + epsilon=0.05) load-bearing?

arg: noise


task: What happens to bundled skills (those shipped under skills/) by default?

arg: proposed

arg: --allow-mutate-bundled


task: How does the rejected-edit buffer prevent the optimizer from repeating itself?

arg: hash


task: Why is the LR cosine schedule the default?

arg: cosine