Weekly Creator Content Performance Review

Your Friday recap probably says "Thursday's video flopped" when it is two days old, or it chases a normal 15% dip as if something broke. It also tends to end with "post more consistently." This skill reviews your week the way an analyst would. It compares every piece against a baseline matched for format and age, names one cause for each real outlier, and gives you next-week bets that your numbers can confirm or kill.

What it does

• Builds a per-piece table that compares each result to the median of your recent same-format content at the same age, so a 2-day-old video is never judged against 30-day numbers
• Separates real outliers from normal noise, so you stop reacting to swings that mean nothing
• Diagnoses each outlier as packaging, content, distribution, or timing, using the metric that isolates that cause (CTR, retention, impressions, clicks)
• Uses the right metric for each platform: CTR and retention for YouTube, shares and completion for short-form, clicks over inflated open rates for newsletters
• Tracks planned versus shipped and flags items that slip twice, then recommends cutting, shrinking, or scheduling them instead of "try again"
• Scores last week's bets first and ends with a log row you can paste into a running sheet to see trends over time

What you get

A review you can read in two minutes. It has a one-line headline, a per-piece table, a diagnosed best and weakest piece, a planned-vs-shipped tally, and up to 3 next-week priorities. Each priority comes with a metric, a win threshold, and a date to check it.

Best for

YouTubers, short-form creators, newsletter writers, and podcasters who already have numbers but no consistent way to read them, or whose weekly planning keeps drifting from what the data says.