Agent skill · marketing growth · aiskillstore
fit-scorer
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 typed C3 ACE creator results plus a separately labeled campaign-fit ranking without mixing brand fit into ACE. Not for finding new influencers — use influencer-discovery; not for sending outreach — use outreach-manager.
Why this skill is useful
Provides a structured scoring system for influencers that the AI wouldn't generate on its own, including a separate commercial-fit ranking matrix.
What it needs
About 5k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
Fit Scorer Score each shortlisted creator on the typed C3 ACE creator rubric, then keep campaign-specific commercial fit in a separate prioritization matrix. The ACE result is portable and brand-independent; the commercial matrix is not an ACE score and never enters CVI. Quick Start Score one influencer: Compare and rank a shortlist: 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 roster record — as Partnership Potential inputs. Writes: only with explicit authorization, a report containing typed ACE results 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 ACE profile/version; never promote an unscored or provisional result. Done when: Every creator has all 12 ACE items explicitly Pass/Partial/Fail/Unknown/N/A with dated evidence or a gap reason. The exact ace-<goal> profile/context and deterministic scorer result are preserved; Unknown prevents an ACE total. Any commercial-fit ranking is visibly separate from ACE and cannot override a veto or missing evidence. Primary next skill: competitor-tracker — benchmark your top-scored picks against the creators competitors already partner with. Handoff Summary Emit the standard shape from skill-contract.md §Handoff Summary Format. Data Sources This family needs no live integrations (Tier 1). Fit Scorer works end to end by asking the user for the inputs it scores — handles, audience targets, brand values, and any metrics they have. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/fit-scorer