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---
name: assess-performance
description: Consolidates paid channel metrics, diagnoses issues, and recommends optimizations.
usage: /paid-media:assess-performance --window 14d --channels "LinkedIn,Meta,Google" --kpis "cpl,pipeline"
---
# Command: assess-performance
## Inputs
- **window** reporting range (7d, 14d, 30d, custom).
- **channels** comma-separated list of platforms.
- **kpis** e.g., cpl, cac, roi, pipeline, ltv.
- **benchmarks** optional JSON of target metrics.
- **experiments** optional list of running tests.
## Workflow
1. **Data Aggregation** pull spend, delivery, conversion data from named channels + warehouse; normalize naming convention.
2. **Quality Checks** confirm attribution windows, conversion dedupe, budget pacing.
3. **Insight Generation** highlight drivers (audience, creative, placement) and anomalies.
4. **Optimization Plan** propose budget shifts, bid/budget tweaks, creative refreshes, or experiment priorities.
5. **Communication** craft TL;DR + recommended actions for stakeholders.
## Outputs
- Performance summary table + narrative insights.
- Action plan with owners, deadlines, projected impact.
- Updated experiment log with status and next steps.
## Agent/Skill Invocations
- `performance-analyst` analyzes data and crafts insights.
- `budget-optimization` skill ensures rational reallocations.
- `campaign-architecture` skill checks funnel/touch coverage before changes.
---