Agent skill · research science · datadrivenconstruction
duration-prediction
Predict project duration using k-NN and regression. Estimate timeline based on similar historical projects.
Why this skill is useful
Provides domain-specific machine learning techniques for project duration prediction that the AI wouldn't reliably generate on its own.
What it needs
Requires python3 installed locally. About 5k tokens when loaded. Last updated 2026-02-14. 265 stars on the source repository.
What this skill does
Duration Prediction Business Case Problem Statement Project duration estimation challenges: Subjective expert estimates Lack of historical benchmarking Inaccurate early-stage predictions Difficulty comparing similar projects Solution Machine learning-based duration prediction using k-Nearest Neighbors and regression models trained on historical project data. Technical Implementation Quick Start Common Use Cases 1. Compare Models 2. Model Evaluation 3. Find Similar Projects Resources DDC Book: Chapter 4.5 - Future: Predictions and Machine Learning scikit-learn: https://scikit-learn.org/ Website: https://datadrivenconstruction.io
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills datadrivenconstruction/duration-prediction