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AI recommendations and personalization v1.0.0

Use this resource to design a personalized recommendation engine

New

  • 333 downloads
  • 242 likes
  • 170 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install recommendation-personalization

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 picks the recommendation method based on your data, handles new users and new products, then plans the evaluation. You get a reasoned recommendation approach and its limits.

Mostly picked by

Updated November 2, 2026

Card for the “AI recommendations and personalization” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: personalization method and the agent's role
  • references/patterns.md: filtering and cold-start patterns
  • references/sharp_edges.md: repetitive, biased or unreliable recommendations

Good fit for

  • Your store shows the same products to every visitor
  • You want to suggest similar items on a product page

Not for

    Tags

    • recommendations
    • personalization
    • collaborative filtering
    • e-commerce
    • cold start

    About

    You say

    “Add a ‘you may also like’ section to my online store, with handling for new products that have no history.”

    Card for the “AI recommendations and personalization” skill

    Skill published by omer-metin under the Apache-2.0 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 personalized recommendation engine
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/patterns.md26.8 KB
    • references/sharp_edges.md23.2 KB
    • references/validations.md5.3 KB
    • SKILL.md1.3 KB

    Origin and licence

    Listed unmodified

    Author
    omer-metin
    Source
    github.com/omer-metin/skills-for-antigravity/tree/e8dcf4e8737921a10088bd5c9eb65e81f74c051f/skills/ai-personalization
    Licence
    Apache-2.0

    Notice

    « ai-personalization » (omer-metin, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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