cheminformatics
CommunityAssess chemistry ML claims with rigorous critique
Education & Research#generation#cheminformatics#docking#retrosynthesis#manuscript-review#molecular-ml#qsar
AuthorAvaivartika
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Review and critique chemistry manuscripts that claim advances in molecular ML, QSAR, docking, retrosynthesis, reaction prediction, molecular generation, and related manuscript claims, ensuring rigor and transparency.
Core Features & Use Cases
- Review Focus: evaluate molecule split strategies (random, scaffold, temporal, cluster), descriptor/fingerprint/model reporting, and leakage risks.
- Validation checks: assess docking/screening targets, protonation states, controls, scoring limitations; assess generation claims for validity, uniqueness, diversity, and synthesizability; ensure claims are supported with data and methodology.
- Output: separate methodological risks from wording risks; provide precise revision suggestions for claims, methods, and limitations.
Quick Start
Review the attached chemistry manuscript and provide precise revisions for molecular ML, docking, and generation claims.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: cheminformatics Download link: https://github.com/Avaivartika/jiaoleaf-ai/archive/main.zip#cheminformatics Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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