---
title: "recommender-toolkit"
description: "Recommender-system skills for choosing and building association rules, collaborative filtering, matrix factorisation or graph ranking, and for evaluating recommenders offline and online with the right splits and ranking "
canonical: https://agentpluginsdirectory.com/plugins/recommender-toolkit
last-updated: 2026-10-12
---

# recommender-toolkit
Recommender-system skills for choosing and building association rules, collaborative filtering, matrix factorisation or graph ranking, and for evaluating recommenders offline and online with the right splits and ranking metrics.
- Slug: recommender-toolkit
- Publisher: Moheet Subudhi
- Repository: https://github.com/moheetsubudhi-isb/business-analytics-skills
- Manifest: plugins/recommender-toolkit/plugin.json
- Version: 1.0.0
- License: MIT
- Category (editorial): other
- Skills: 2 (recommender-build, recommender-evaluation)
- MCP servers: 0
- Stars: 0
- Repository created: 2026-09-13
- Repository last pushed: 2026-10-07
- Publisher type: User
- Listing: https://agentpluginsdirectory.com/plugins/recommender-toolkit
- Schema: https://agent-plugins.org/schemas/1.0.0/plugin.schema.json

## What recommender-toolkit does, in the publisher's words

Recommender-system skills for choosing and building association rules, collaborative filtering, matrix factorisation or graph ranking, and for evaluating recommenders offline and online with the right splits and ranking metrics.

Part of Business Analytics Skills, a set of agent skills that make an AI assistant work like a decision scientist and an advisor. Each skill asks what the work is for only when the answer would change the result, follows a real method step by step, runs a check wherever there is logic to verify, and hands back a plain-language brief plus a technical appendix.

- recommender-build: Build product, content or next-item recommendations, and choose the method that fits the data: association rules and market basket analysis, item-based or user-based collaborative filtering,….

From the project README, punctuation lightly normalized. Full text: https://raw.githubusercontent.com/moheetsubudhi-isb/business-analytics-skills/HEAD/plugins/recommender-toolkit/README.md