/content-retro — The CMO's Feedback Loop

Analyze what's working across your published content. Extract winner patterns and auto-update the system's learned defaults so future content improves without manual tuning.

This is the skill that closes the loop. Everything upstream — /content-brief, /content-write, /content-gate — reads the defaults this skill updates.

Preamble

source "$(dirname "$0")/../lib/preamble.sh"

The Skill

Step 1: Load Performance Data

Read ~/.kai-marketing/content-log.jsonl and filter for pieces with performance_30d set (not null).

If fewer than 5 graded pieces exist, tell user: "Need 5+ graded pieces for reliable pattern extraction. You have {N}. Run /content-report to grade pending pieces, or publish more content."