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Building ML models for construction forecasts v1.0.0

Use this resource to train a predictive model for construction costs, durations or risks

New

  • 326 downloads
  • 232 likes
  • 145 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install construction-ml-prediction-models

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 prepares your data, trains and evaluates a prediction model, then makes it exportable. You get an evaluated model and a sample prediction for a new project.

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Updated November 2, 2026

Card for the “Building ML models for construction forecasts” skill

Details

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

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What you get

  • SKILL.md : preparation, training and evaluation in Python
  • instructions.md : agent instructions for the project

Good fit for

  • You have a history of costed projects
  • You want to compare several models before pricing a tender

Not for

    Tags

    • machine learning
    • prediction
    • costs
    • construction

    About

    You say

    “Train a cost prediction model on my history of 40 projects.”

    Card for the “Building ML models for construction forecasts” 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 train a predictive model for construction costs, durations or risks
    3. Review and adjust the result

    Content preview

    Files

    • claw.json0.5 KB
    • instructions.md1.2 KB
    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md16.5 KB

    Origin and licence

    Listed unmodified

    Author
    datadrivenconstruction
    Source
    github.com/datadrivenconstruction/ddc_skills_for_ai_agents_in_construction/tree/410ed1e71e4a5c6fd231afd0c8d1e586a9f546e8/2_DDC_Book/4.5-ML-Cost-Prediction/ml-model-builder
    Licence
    MIT

    Notice

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

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