Individual skill

performance-analyzer

Use when the user asks to "analyze influencer campaign performance", "compare influencers", or "find what content worked"; produces metric scorecards vs target and benchmark, platform/influencer/content rankings, engagement-quality and sentiment reads, conversion-attribution breakdowns, and ranked learnings. Not for dollar-level return math — use roi-calculator. 达人营销效果分析/投放复盘

influencer/report/performance-analyzer/SKILL.md

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Last checked: Nov 9, 2026

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Repository stars (not skill ratings): 3,134
Repository last updated: Nov 12, 2026
License: Apache-2.0

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geo Repository topic
seo Repository topic
agent-skills Repository topic
content-optimization Repository topic
generative-engine-optimization Repository topic
marketing Repository topic
influencer-marketing Repository topic
paid-advertising Repository topic
roas Repository topic
email-marketing Repository topic
marketing Derived category

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# Performance Analyzer

Analyze influencer campaign performance past surface metrics — score results vs target/benchmark, rank platforms/creators/content, read engagement quality and sentiment, attribute conversions, and write ranked learnings.

> **Cross-discipline (paid ads):** this is also the cross-channel **paid-ads** scorecard/anomaly lens — account-wide metric rollups vs target/benchmark that feed [ad-test-designer](../../../ad/orchestrate/ad-test-designer/SKILL.md) (what to test) and [paid-measurement-loop](../../../ad/scale/paid-measurement-loop/SKILL.md) (what to read back). Save paid runs under `memory/ad/performance-analyzer/`.

## Quick Start

```
Analyze performance of [campaign name] influencer campaign
```

Compare creators within one campaign: