Can I add SLURM support to a project I already started?

Yes, the skill supports adding SLURM configuration to existing projects via the --slurm flag or explicit CLI commands.

How does this skill handle existing data?

It uses a scan function to differentiate between raw data in 'data/raw/' and processed outputs, allowing you to choose whether to keep or delete processed files during initialization.

What is the benefit of the scan_existing_data function?

It provides a detailed report of image counts and processing stages, helping you verify the directory state before committing to initialization changes.

Does this skill move my raw data automatically?

No, it follows the principle that raw data stays in its designated folder; it eliminates the 'Adopt' option to maintain data integrity and workflow consistency.

KINTSUGI Project Data Handler

Name: KINTSUGI Project Data Handler
Author: smith6jt-cop

bysmith6jt-cop

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데이터 과학 및 ML

Manages KINTSUGI project initialization by distinguishing between raw and processed data while automating SLURM configuration.

This skill provides specialized guidance for initializing KINTSUGI projects, ensuring proper separation of raw and processed data streams. It allows developers to intelligently handle existing directories, offering options to preserve or delete processed data, and simplifies the addition of SLURM configuration to existing projects. By using specific scan functions and data reports, it prevents common initialization errors and streamlines the setup for high-performance computing environments.

주요 기능

01Intelligent SLURM configuration for existing KINTSUGI projects

021 GitHub stars

03Data-aware initialization prompts to prevent accidental data loss

04CLI support for upgrading existing project folders with HPC capabilities

05Detailed scanning of image counts and processing stages

06Automated raw vs. processed data detection and reporting

사용 사례

01Cleaning up failed processing runs by selectively deleting processed data while keeping raw inputs

02Adding SLURM job scheduling to an existing project that was previously local-only

03Initializing a research project folder containing pre-existing raw image data

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add smith6jt-cop/skills_registry project-init-data-handling

For use in Claude.ai and ChatGPT

Download Skill