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Project duration prediction with nearest neighbours v1.0.0

Use this resource to predict project duration from similar past projects

New

  • 314 downloads
  • 217 likes
  • 153 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install project-duration-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 trains k-nearest-neighbours and regression models on your history, compares their performance and estimates the duration of a new project. You get a forecast and the model evaluation.

Mostly picked by

Updated November 2, 2026

Card for the “Project duration prediction with nearest neighbours” skill

Details

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

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What you get

  • SKILL.md : k-NN and regression models, evaluation in Python
  • instructions.md : training data entry instructions

Good fit for

  • You must announce a delivery timeline at the design stage
  • You want to compare expert estimates with your history

Not for

    Tags

    • duration
    • forecast
    • k-nn
    • history

    About

    You say

    “Estimate the duration of an office project from the similar projects in my history.”

    Card for the “Project duration prediction with nearest neighbours” 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 predict project duration from similar past projects
    3. Review and adjust the result

    Content preview

    Files

    • claw.json0.5 KB
    • instructions.md1.2 KB
    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.6 KB
    • SKILL.md14.3 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/duration-prediction
    Licence
    MIT

    Notice

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

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