socialseal-content-adjustment-recommendationslisted

# SocialSeal Content Adjustment Recommendations ## Overview This skill turns measurement into decisions. It should not summarize the readout again. It should say exactly what content, tracking, or briefing changes should happen next and why. ## Inputs - performance readout - opportunity matrix - content plan or posted content list - production capacity - next-period goals ## Workflow 1. **Group findings by action type.** Continue, adjust, add, pause, investigate, or change tracking. 2. **Diagnose likely issue.** Topic, format, hook, first frame, useful detail, market/language, cadence, asset quality, or measurement gap. 3. **Write concrete changes.** Use owner-ready language: “Add two utility walkthroughs for X,” not “do more useful content.” 4. **Prioritize.** Impact, confidence, effort, and speed to learn. 5. **Define measurement.** State the tracking group, keyword/topic, and signal for each change. 6. **Create brief queue.** Convert high-priority changes into creator briefs or video concepts. ## Output A recommendation table: - action type - finding/evidence (cite by video title/URL, `@handle`, `"keyword" [market, platform]`) - recommended change - owner/workstream - expected signal - tracking group/keyword - priority - caveat / confidence basis (measured / scoped statistic / indicative pattern; see `references/evidence-and-confidence.md`) ## Do / Don't Do: - tie every recommendation to evidence - separate content changes from tracking fixes - keep changes sma