fit-scorer SKILL.md skillA
fit-scorer from aaron-he-zhu/aaron-marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aaron-he-zhu/aaron-marketing-skills/fit-scorer@v20.2.0Pins v20.2.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aaron-he-zhu/aaron-marketing-skills
- Path
influencer/scout/fit-scorer/SKILL.md- Versions recorded
- 6
- Latest version
- v20.2.0, committed Oct 29, 2026
- First version recorded
- Jul 24, 2026
- Size
- 16,824 bytes
- Repository stars
- 3,102
- License
- Apache-2.0
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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: ``` Compare and rank these influencers for [campaign]: @influencer1, @influencer2, @influencer3 ``` ## Skill Contract - **Reads**: brand/campaign context, target audience definition, campaign goal, and shortlist entries carrying a stable opaque `creator_ref` plus either transient handles/profile URLs or resolvable opaque handle refs (supplied by the user or carried over from `influencer-discovery`). Optional prior audience profiles from `memory/influencer/audience-mapper/`, competitor partner benchmarks from `memory/influencer/competitor-tracker/`, and a WARM Campaign Retro Card's `evidence_refs` plus… …
Read the whole file at its exact version.
How to install
mdr add aaron-he-zhu/aaron-marketing-skills/fit-scorer@sha256:a599cb79bb5b05a7The line at the top of this page pins the label v20.2.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_nvpswzfurcdmbuad)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Jul 24, 2026 and Oct 29, 2026, about one every 19 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v20.2.0 latest | 2026-10-29 | 0d0dabf | 16,824 B | A | view · diff |
| v20.1.0 | 2026-09-01 | 0c914b1 | 16,824 B | A | view · diff |
| v20.0.0 | 2026-08-20 | 879002a | 12,141 B | A | view · diff |
| v19.2.0 | 2026-08-10 | d09dd90 | 12,141 B | A | view · diff |
| v19.1.0 | 2026-08-01 | f744424 | 12,141 B | A | view · diff |
| v19.0.0 | 2026-07-24 | 407137c | 12,141 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (16824 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
aaron-he-zhu/aaron-marketing-skills · 3,102 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nvpswzfurcdmbuad GET https://markdownregistry.com/api/v1/resolve?ref=aaron-he-zhu/aaron-marketing-skills/fit-scorer GET https://markdownregistry.com/api/v1/blob/a599cb79bb5b05a78747e24e6e7af9792feeb585e6f3441b2051cc8d9fb06410
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.