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Routing with decision models instead of an LLM v1.0.0

Use this resource to replace the LLM that only routes a LangGraph agent with a decision model

New

  • 310 downloads
  • 209 likes
  • 162 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install decision-model-routing

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 finds LLM calls that produce nothing but a routing decision, then converts them to Noul for yes or no, Choice for a label, or Score for a graded rubric. It sets thresholds and avoids misreading answers. You get more predictable routing, with a probability and a confidence level.

Mostly picked by

Updated November 2, 2026

Card for the “Routing with decision models instead of an LLM” skill

Details

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

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What you get

  • SKILL.md: install, wiring and the Noul, Choice and Score types
  • references/conversion-playbook.md: method for converting a routing LLM

Good fit for

  • Your agent calls an LLM only to pick a branch
  • You want to audit an existing agent for unnecessary routing calls

Not for

    Tags

    • routing
    • decision model
    • langgraph
    • thresholds

    About

    You say

    “Replace the LLM call that decides whether a request is a bug or a question.”

    Card for the “Routing with decision models instead of an LLM” skill

    Skill published by langchain-ai 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 replace the LLM that only routes a LangGraph agent with a decision model
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/conversion-playbook.md6.2 KB
    • SKILL.md9.4 KB

    Origin and licence

    Listed unmodified

    Author
    langchain-ai
    Source
    github.com/langchain-ai/langchain-skills/tree/126c384d8552dcb476b226c244172186cc3f4328/config/skills/langgraph-decision-models
    Licence
    MIT

    Notice

    « langgraph-decision-models » (langchain-ai, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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