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PubChem Database Query

pubchem-database

K-Dense-AI/claude-scientific-skills

Leverages PubChem’s PUG-REST API or PubChemPy to search 110M+ compounds by name, CID, or structure, fetch properties, perform similarity/substructure lookups, and access bioactivity or format conversions for cheminformatics workflows.

Materials Structure Toolkit

K-Dense-AI/claude-scientific-skills

A Python materials science library for constructing, analyzing, and converting crystal structures, computing phase diagrams and electronic properties, and integrating with the Materials Project API for high-throughput workflows.

PyMC Bayesian Modeling

pymc-bayesian-modeling

K-Dense-AI/claude-scientific-skills

Structured workflow for building hierarchical Bayesian models with PyMC 5+, covering data prep, NUTS sampling, diagnostics, posterior checks, and predictive inference.

Advanced Molecular Control

K-Dense-AI/claude-scientific-skills

RDKit delivers a Python-based cheminformatics toolkit for parsing SMILES/SDF, computing descriptors, generating 2D/3D coordinates, fingerprinting, searching substructures, managing reactions, and visualizing molecules, ideal for drug discovery and computational chemistry workflows.

Cloud Molecular Modeling Workflows

K-Dense-AI/claude-scientific-skills

Cloud-native Rowan orchestrates medicinal chemistry and molecular modeling pipelines via a Python API, offering pKa prediction, docking, descriptors, dynamics, and AI-driven structure workflows for scalable batch screening without local HPC.

Scholar Evaluation Framework

scholar-evaluation

K-Dense-AI/claude-scientific-skills

This skill runs the ScholarEval framework to score academic submissions across problem setting, methodology, data, analysis, writing, and references, providing structured strengths/weaknesses, numeric ratings, and guidance for visualizing the evaluation.

Scientific Manuscript Assistant

scientific-writing

K-Dense-AI/claude-scientific-skills

Guides research teams through a two-stage manuscript workflow: outline sections with research-lookup, enforce IMRAD structure, citation styles, figures, and reporting guidelines, then convert into polished prose for journals.

Fast UMAP Dimensionality Reduction

K-Dense-AI/claude-scientific-skills

Use UMAP for fast nonlinear manifold reduction to produce embeddings that keep local and global structure, making it ideal for visualization, clustering preprocessing, supervised/parametric workflows, or high-dimensional feature engineering.

Forensic SEO Incident Response Guide

seo-forensic-incident-response

sickn33/antigravity-awesome-skills

This specialized skill guides users through a structured, forensic investigation process when facing sudden, significant drops in organic traffic or search rankings. It is designed for incident scenarios—such as suspected penalties, Core Updates, major technical regressions, or unexplained traffic crashes—providing a systematic approach to triage, root-cause analysis, and developing a prioritized recovery plan.

Excalidraw Diagram Studio

excalidraw-studio

tech-leads-club/agent-skills

Transforms natural-language prompts into Excalidraw JSON diagrams, supporting flowcharts, relationships, mind maps, architecture, DFD, swimlane, class, sequence, and ER views; ideal when users ask to visualize processes or system structures and need editable Excalidraw files.

Market Research Briefing

market-research

affaan-m/everything-claude-code

Conduct structured market research with sourced insights, competitive analysis, investor due diligence, and industry intelligence to inform sizing, positioning, and go/no-go decisions.

Website Structure Blueprint

site-architecture

coreyhaines31/marketingskills

Guides teams through defining page hierarchies, navigation, URL patterns, and internal linking so websites stay intuitive for users while supporting SEO goals and future expansion.

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