Commenting / Engagement Skill

Write valuable replies that build relationships and visibility

Why Commenting Matters

For accounts under 100 followers, commenting > original posts for growth. One viral reply = 12K impressions vs 400 from original post (30x). Reply-to-reply = 75x algorithm multiplier.

Queue-Delayed Replies (Critical Constraint)

Agent-created replies post hours to days late, killing algorithmic value.

Time decay: Replies lose 50% visibility every 6 hours. At 24h = ~6% visibility.

What works via queue: Reply-to-own only. Evergreen topics, no timing pressure.

What doesn't work: ALL outbound replies (brand accounts AND individuals). 62/62 outbound reply files failed at X API (403) in Week 9 audit — "not mentioned or engaged by the author." Brand accounts are NOT exempt. Zero confirmed working outbound reply targets.