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Juicebox reference architecture v1.0.0

Use this resource to design a candidate analysis service with scoring, caching and ATS export

New

  • 425 downloads
  • 231 likes
  • 183 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install candidate-search-architecture

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 designs the architecture of a Juicebox integration: search service, caching layer, analysis pipeline, data model and scaling. You get a diagram and the points to address to handle application volume.

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Updated November 2, 2026

Card for the “Juicebox reference architecture” skill

Details

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

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What you get

  • SKILL.md: diagram, layers and expected outputs
  • references/service-layer.md: service layer
  • references/implementation-guide.md: implementation guide

Good fit for

  • You automate candidate screening for an HR team
  • You export results to an ATS such as Greenhouse or Lever

Not for

    Tags

    • recruiting
    • candidates
    • scoring
    • cache
    • ats

    About

    You say

    “Design the architecture that imports job descriptions, ranks candidates and exports to Greenhouse.”

    Card for the “Juicebox reference architecture” skill

    Skill published by Jeremy Longshore <jeremy@intentsolutions.io> 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 candidate analysis service with scoring, caching and ATS export
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.6 KB
    • references/implementation-guide.md8.8 KB
    • references/service-layer.md14.3 KB
    • SKILL.md6.7 KB

    Origin and licence

    Listed unmodified

    Author
    Jeremy Longshore <jeremy@intentsolutions.io>
    Source
    github.com/jeremylongshore/tons-of-skills-marketplace/tree/ab85a061f7bcc039dac13ee193de7a4cd4388571/skills/.curated/juicebox-reference-architecture
    Licence
    MIT

    Notice

    « juicebox-reference-architecture » (Jeremy Longshore <jeremy@intentsolutions.io>, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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