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Shipping a RAG change via shadow, then canary v1.0.0

Use this resource to roll out a RAG pipeline change without risk to users

New

  • 467 downloads
  • 204 likes
  • 132 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install rag-shadow-canary-rollout

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 helps you roll out a RAG pipeline change in shadow mode, then as a canary: dual execution, offline LLM-judge comparison, gradual traffic ramp and rollback guardrails. It also covers per-component feature flags (retriever, reranker, generator).

Mostly picked by

Updated November 2, 2026

Card for the “Shipping a RAG change via shadow, then canary” skill

Details

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

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What you get

  • SKILL.md: shadow and canary stages, dual-execution wrapper
  • SKILL.md: LLM-judge comparison, feature flags and ramp configuration
  • SKILL.md: monitoring and automatic rollback

Good fit for

  • You are changing the reranker or generator of a RAG in production
  • You want to compare two versions on real traffic

Not for

    Tags

    • rag
    • canary
    • rollout
    • feature flags

    About

    You say

    “Run the new reranker in shadow next to the current one and compare the answers with the LLM judge.”

    Card for the “Shipping a RAG change via shadow, then canary” 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 roll out a RAG pipeline change without risk to users
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md9.9 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

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