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Shipping AI features ready for production v1.0.0

Use this resource to ship an AI feature to production with validated outputs and tested prompts

New

  • 410 downloads
  • 237 likes
  • 180 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install production-llm-features

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 LLM integration: validated structured output, progressive streaming, versioned and tested prompts, and context management. It avoids demos that fail in production and unverified outputs. You get an AI feature that is more reliable and better controlled on cost.

Mostly picked by

Updated November 2, 2026

Card for the “Shipping AI features ready for production” skill

Details

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

Similar resources

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What you get

  • SKILL.md: patterns and knowledge modules
  • sub-skills/structured-output-with-validation.md: validated structured output
  • sub-skills/prompt-versioning-and-testing.md: prompt versioning and tests

Good fit for

  • Your AI prototype works in a demo but breaks with real users
  • You want an LLM to fill a structured form without errors

Not for

    Tags

    • ai
    • llm
    • production
    • validation
    • prompts

    About

    You say

    “Add an AI summary of support tickets, with validated JSON output and tested prompts.”

    Card for the “Shipping AI features ready for production” skill

    Skill published by dokhacgiakhoa 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 ship an AI feature to production with validated outputs and tested prompts
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE2.4 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md1.3 KB
    • sub-skills/context-window-stuffing.md0.1 KB
    • sub-skills/demo-ware.md0.1 KB
    • sub-skills/prompt-versioning-and-testing.md0.1 KB
    • sub-skills/streaming-with-progress.md0.1 KB
    • sub-skills/structured-output-with-validation.md0.1 KB
    • sub-skills/unstructured-output-parsing.md0.8 KB

    Origin and licence

    Listed unmodified

    Author
    dokhacgiakhoa
    Source
    github.com/dokhacgiakhoa/agent-skills-4-vibe-coding-cli/tree/c4a059bbf7a8d6b2162071f0fbfe74053faa6d20/.agent/skills/ai-product
    Licence
    MIT

    Notice

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

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