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Construction project cost prediction with ML v1.0.0

Use this resource to forecast a project's cost from its history

New

  • 402 downloads
  • 185 likes
  • 155 saves

Free

Install with the CLI

In a terminal, from the folder you want:

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

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 the historical dataset, splits training and test data, trains linear regression, nearest-neighbour and random forest models, then predicts the cost of a new project. You get an evaluated model and predictions.

Mostly picked by

Updated November 2, 2026

Card for the “Construction project cost prediction with ML” skill

Details

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

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What you get

  • SKILL.md: concepts and quick start
  • SKILL.md: historical dataset preparation and training
  • instructions.md: usage instructions

Good fit for

  • You have a history of comparable projects
  • You want to test an expert estimate against a statistical model

Not for

    Tags

    • prediction
    • machine learning
    • history
    • costs

    About

    You say

    “Predict the cost of the next building from our past projects, by floor area and number of storeys.”

    Card for the “Construction project cost prediction with ML” 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 forecast a project's cost from its history
    3. Review and adjust the result

    Content preview

    Files

    • claw.json0.5 KB
    • instructions.md2.1 KB
    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md13.3 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

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