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LLM-driven NPC dialogue v1.0.0

Use this resource to design NPC dialogue driven by an LLM

New

  • 394 downloads
  • 117 likes
  • 238 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install npc-dialogue-llm-design

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 design a non-player character that speaks through a language model: personality, conversation memory, role consistency and latency handling. You get a dialogue architecture and the production pitfalls to avoid.

Mostly picked by

Updated November 2, 2026

Card for the “LLM-driven NPC dialogue” 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: role identity and design principles
  • references/patterns.md: dialogue construction patterns
  • references/sharp_edges.md: personality drift and common failures, with their causes

Good fit for

  • You build a game whose characters must stay in role over long sessions
  • Your NPCs answer free text and regularly break character

Not for

    Tags

    • npc
    • llm
    • dialogue
    • personality
    • game dev

    About

    You say

    “Design a tavern keeper's dialogue that remembers what the player bought and never breaks character.”

    Card for the “LLM-driven NPC dialogue” 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 NPC dialogue driven by an LLM
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/patterns.md14.1 KB
    • references/sharp_edges.md18.4 KB
    • references/validations.md6 KB
    • SKILL.md2.7 KB

    Origin and licence

    Listed unmodified

    Author
    omer-metin
    Source
    github.com/omer-metin/skills-for-antigravity/tree/e8dcf4e8737921a10088bd5c9eb65e81f74c051f/skills/llm-npc-dialogue
    Licence
    Apache-2.0

    Notice

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

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