outlier-hunter
Installation
SKILL.md
Outlier Hunter — "Copy With Taste"
Hunt outliers for: $ARGUMENTS
Research-First Protocol
Do not guess when a recommendation depends on current market reality. If the user asks about a specific niche, channel, competitor, or trend, collect evidence first.
Minimum useful research set:
- Top 10 current videos/channels in the niche or adjacent niche
- Outlier multiple vs each channel's recent average
- Packaging patterns: title structure, thumbnail elements, first 5 seconds when available
- Trend signal: search interest, platform momentum, or recurring audience questions
- Budget/ROI reality: what the format costs and whether the upside can justify it
If public data is weak, ask for the creator's last 3 videos with CTR, AVD, retention at 30 seconds, and net subscribers. Without those numbers, label assumptions clearly.