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Automated retraining of construction ML models v1.0.0

Use this resource to retrain a machine learning model automatically with new data

New

  • 464 downloads
  • 144 likes
  • 136 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ml-model-drift-retraining

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 monitors data drift in a construction ML model, decides when to retrain it, validates its performance and manages its versions. You get an up-to-date model and its version history.

Mostly picked by

Updated November 2, 2026

Card for the “Automated retraining of construction ML models” skill

Details

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

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What you get

  • SKILL.md : retraining pipeline and version management in Python
  • instructions.md : maintenance check instructions

Good fit for

  • Material prices have changed and your forecasts are drifting
  • You add new projects to your history every month

Not for

    Tags

    • ml
    • drift
    • retraining
    • model

    About

    You say

    “Check whether the cost model should be retrained with this quarter's closed projects.”

    Card for the “Automated retraining of construction ML models” 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 retrain a machine learning model automatically with new data
    3. Review and adjust the result

    Content preview

    Files

    • claw.json0.6 KB
    • instructions.md1.2 KB
    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.6 KB
    • SKILL.md18.5 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-retrainer
    Licence
    MIT

    Notice

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

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