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Recommendation pipeline architect v1.0.0

Use this resource to design a composable recommendation or feed pipeline

New

  • 521 downloads
  • 245 likes
  • 224 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install recommendation-pipeline-design-2

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent clarifies your use case, walks through the specification's stages, then produces a runnable code scaffold. Examples cover a Strapi content feed, a RAG retrieval reranker and notification triage.

Mostly picked by

Updated November 2, 2026

Card for the “Recommendation pipeline architect” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: specification stages and method for clarifying the use case
  • SKILL.md: code scaffold and three examples (Strapi feed, RAG reranker, notification triage)

Good fit for

  • You want a personalized feed for a content site
  • You need to rerank retrieved passages for a RAG assistant

Not for

    Tags

    • recommendation
    • ranking
    • pipeline
    • feed

    About

    You say

    “Design the recommendation pipeline for my article feed, from loading sources to the final ranking.”

    Card for the “Recommendation pipeline architect” skill

    Skill published by mturac under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to design a composable recommendation or feed pipeline
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md8.5 KB

    Origin and licence

    Listed unmodified

    Author
    mturac
    Source
    github.com/sickn33/agentic-awesome-skills/tree/e9809578fd426a284af017c5db99f8eb6628e6ca/skills/recsys-pipeline-architect
    Licence
    MIT

    Notice

    « recsys-pipeline-architect » (mturac, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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