# #recsys — MDRSS hashtag feed

> Public MDRSS cards tagged #recsys.
> Canonical feed: https://mdrss.com/feeds/recsys

## Cards (1)

### [Recsys Pipeline Architect](https://mdrss.com/llm-engineering/mlops-and-ml-systems/901385/901385.md)

A spec-and-scaffold skill for building composable recommendation, ranking, and feed pipelines. Encodes the six-stage pattern popularized by xAI's open-sourced For You algorithm (Apache 2.0) and applies it to any "top K for (user, context)" problem. Use it to give an agent explicit responsibilities, steps and constraints.

Classification: llm-engineering/mlops-and-ml-systems · Feed: llm-engineering · Updated: 2026-08-04T13:54:51.641Z · Version: 1