fit-scorer

# Fit Scorer Score each shortlisted creator on the typed STAR **Suitability (S)** dimension, then keep campaign-specific commercial fit in a separate prioritization matrix. The Suitability read is portable and brand-independent; 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: ``` Compare and rank these influencers for [campaign]: @influencer1, @influencer2, @influencer3 ``` ## Skill Contract - **Reads**: brand/campaign context, target audience definition, campaign goal, and a shortlist of influencer handles (supplied by the user or carried over from `influencer-discovery`). Optional prior audience profiles from `memory/influencer/audience-mapper/` and competitor partner benchmarks from `memory/influencer/competitor-tracker/`. For rostered creators, read partnership history and audience-stat provenance from `memory/creators/<handle-slug>.md` — the [creator-registry](../../../protocol/creator-registry/SKILL.md) roster record — as Partnership Potential inputs. - **Writes**: only with explicit authorization, a report containing the typed Suitability (S) read plus a separately labeled commercial-fit comparison at `memory/influencer/fit-scorer/YYYY-MM-DD-<topic>.md`. - **Promotes**: only with separate authorization, evidence-backed top picks and their exact Suitability (S) read and catalog version; never...