Nmr Modality Ablation Analysis | Agent Skills Atlas

About this skill

Use when you have a trained multitask machine learning model for structure prediction, test set molecules with paired 1H and 13C NMR spectra, and need to understand the marginal contribution of each NMR modality or justify multimodal input design.

Quick start

Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.

Installation guide →

Review, license & listing details

Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 381cb42fff96118957caafe0c5f4d74448f7e016412ad0a6f5c922595b4886d3

About scan coverage and limitations

Original listing metadata

Original name

nmr-modality-ablation-analysis

Original description

Use when you have a trained multitask machine learning model for structure prediction, test set molecules with paired ¹H and ¹³C NMR spectra, and need to understand the marginal contribution of each NMR modality or justify multimodal input design.

About this listing

Category: Science & research
Reported license: Apache-2.0
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.