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AI, RAG and ML development workflow v1.0.0

Use this resource to run an AI, RAG or ML application project phase by phase

New

  • 574 downloads
  • 180 likes
  • 166 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ml-llm-rag-workflow

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 selects the phases your product needs from design, LLM integration, RAG, agents, ML pipelines, observability and security, then guides each step. You get a work plan per phase.

Mostly picked by

Updated November 2, 2026

Card for the “AI, RAG and ML development workflow” skill

Details

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

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What you get

  • SKILL.md: seven phases, from design to AI security
  • SKILL.md: criteria for selecting phases based on the product

Good fit for

  • You are adding an AI feature to an existing application
  • You need to build a RAG system with observability

Not for

    Tags

    • ai
    • rag
    • llm
    • machine learning

    About

    You say

    “Help me plan a RAG assistant over our document base, keeping only the phases we need.”

    Card for the “AI, RAG and ML development workflow” skill

    Skill published by sickn33 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 run an AI, RAG or ML application project phase by phase
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md6.6 KB

    Origin and licence

    Listed unmodified

    Author
    sickn33
    Source
    github.com/sickn33/agentic-awesome-skills/tree/e9809578fd426a284af017c5db99f8eb6628e6ca/skills/ai-ml
    Licence
    MIT

    Notice

    « ai-ml » (sickn33, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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