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LLM-driven data automation without heavy coding v1.0.0

Use this resource to automate construction data processing with an LLM

New

  • 515 downloads
  • 128 likes
  • 117 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install llm-data-pipeline-automation

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 turns a plain-language request into a Python and Pandas script, extracts data from documents and proposes an automated pipeline. You get the generated code and setup steps, with ChatGPT, Claude or a local model through Ollama or LM Studio.

Mostly picked by

Updated November 2, 2026

Card for the “LLM-driven data automation without heavy coding” skill

Details

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

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What you get

  • SKILL.md : usage options (online or local) and core principles
  • instructions.md : instructions for phrasing requests to the LLM

Good fit for

  • You do not code but must transform your site files
  • You want to test an automation before scaling it up

Not for

    Tags

    • llm
    • pandas
    • automation
    • data

    About

    You say

    “Write a Pandas script that groups these readings by batch and totals each batch.”

    Card for the “LLM-driven data automation without heavy coding” skill

    Skill published by datadrivenconstruction 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 automate construction data processing with an LLM
    3. Review and adjust the result

    Content preview

    Files

    • claw.json0.6 KB
    • instructions.md1.3 KB
    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.6 KB
    • SKILL.md9.3 KB

    Origin and licence

    Listed unmodified

    Author
    datadrivenconstruction
    Source
    github.com/datadrivenconstruction/ddc_skills_for_ai_agents_in_construction/tree/410ed1e71e4a5c6fd231afd0c8d1e586a9f546e8/2_DDC_Book/2.3-Pandas-LLM-Analysis/llm-data-automation
    Licence
    MIT

    Notice

    « llm-data-automation » (datadrivenconstruction, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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