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2025-11-29 18:32:06 +08:00

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name, description, usage
name description usage
report-performance Consolidates video performance metrics, diagnoses trends, and recommends optimizations. /video-marketing:report-performance --window 30d --kpis "views,watch_time,pipeline"

Command: report-performance

Inputs

  • window reporting timeframe (7d, 30d, quarter).
  • kpis comma-separated metrics (views, completion, CTR, attributed pipeline, CAC).
  • segments optional breakdown (persona, channel, creative concept).
  • experiments optional list of running tests.
  • data_sources optional BI queries or warehouse tables.

Workflow

  1. Data Intake pull metrics from YouTube, LinkedIn, paid platforms, website analytics, CRM.
  2. Quality Checks ensure UTM alignment, dedupe views, normalize naming.
  3. Insight Generation highlight top performing videos, creative themes, hooks, and drop-offs.
  4. Optimization Plan recommend creative refresh, distribution adjustments, additional cuts.
  5. Action Tracking log owners, deadlines, expected impact.

Outputs

  • Performance summary table with deltas vs targets.
  • Insight brief + prioritized recommendations.
  • Experiment log updates with next tests.

Agent/Skill Invocations

  • video-strategist aligns insights with strategy.
  • distribution-analytics skill provides measurement templates.
  • video-post-production-lead receives feedback for edits/localizations.