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RAG caching: semantic, L1/L2 and prompt caches v1.0.0

Use this resource to reduce RAG cost and latency with caches

New

  • 375 downloads
  • 175 likes
  • 240 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install rag-caching-strategies

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 defines keys, values and TTLs for each cache layer, sets up a semantic cache with GPTCache or Redis, and uses provider prompt caching from Anthropic or OpenAI. You get a measurable caching strategy with hit and miss tracking.

Mostly picked by

Updated November 2, 2026

Card for the “RAG caching: semantic, L1/L2 and prompt caches” skill

Details

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

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What you get

  • SKILL.md: cache layers, keys and TTLs
  • SKILL.md: GPTCache semantic cache, Anthropic prompt caching and hit measurement

Good fit for

  • Your RAG often answers similar questions
  • Model call costs grow with traffic

Not for

    Tags

    • rag
    • caching
    • latency
    • cost

    About

    You say

    “Add a semantic cache to my document assistant so it stops re-querying the model for identical questions.”

    Card for the “RAG caching: semantic, L1/L2 and prompt caches” skill

    Skill published by claude-dev-suite 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 reduce RAG cost and latency with caches
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md9.5 KB

    Origin and licence

    Listed unmodified

    Author
    claude-dev-suite
    Source
    github.com/claude-dev-suite/claude-dev-suite/tree/e10ab644ba43abe2abc923399226df4af7337214/skills/rag/rag-caching
    Licence
    MIT

    Notice

    « rag-caching » (claude-dev-suite, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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