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fit-scorer

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Use when the user asks to "score this influencer", "rank these creators for our campaign", or "tell me which influencer is the best fit"; produces the typed STAR Suitability (S) read plus a separately labeled campaign-fit ranking without mixing campaign-specific commercial fit into the Suitability read. Not for finding new influencers — use influencer-discovery; not for sending outreach — use outreach-manager. 达人适配度评分/创作者筛选排名

influencer/scout/fit-scorer/SKILL.md

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Nov 12, 2026
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Apache-2.0

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# Fit Scorer

Score each shortlisted creator on the typed STAR **Suitability (S)** dimension, then keep deal-specific commercial fit in a separate prioritization matrix. Suitability includes the `STAR-S8` brand/category and audience-brand evidence that is independent of any single deal; deal terms, availability, and campaign orchestration stay outside it. The commercial matrix is not a Suitability score and never enters the SQS.

## Quick Start

Score one influencer:

```
Score @[handle] for [brand/campaign] and tell me if they're a good fit
```

Compare and rank a shortlist:
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