Skill Directory

AI Skill Directory

Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.

personOpenScientificSkillsNo key required

tooluniverse-electron-microscopy

Index entry for an upstream research Skill intended for research work involving tooluniverse electron microscopy. Maintained upstream by mims-harvard; source files are not included in this package.

download3deployed_codestar0
personOpenScientificSkillsNo key required

vasp-freq

Index entry for an upstream research Skill intended for research work involving vasp freq. Maintained upstream by Hello-QM; source files are not included in this package.

download3deployed_codestar0
personTashanworldNo key required

target-journal-matcher

Matches your study to appropriate journals based on topic, design, and evidence strength. Use when deciding where to submit a manuscript, comparing journal options by impact factor vs scope fit vs met…

download3deployed_codestar0
personTashanworldNo key required

zotero-mcp

Interface with Zotero's MCP server to search and retrieve bibliographic data using advanced semantic search and multi-strategy approaches. Designed for output as a plain markdown formatted outline, su…

download3deployed_codestar0
personTashanworldNo key required

adme-property-predictor

Analyze data with `adme-property-predictor` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

download3deployed_codestar0
personTashanworldNo key required

case-control-study-quality-assessment-nos

Clinical Research Bias Assessment - Case-Control Study (NOS) v2.3.0. Use when you need to assess the bias of a case-control study using the Newcastle-Ottawa Scale (NOS) criteria, or when evaluating th…

download3deployed_codestar0
personTashanworldNo key required

consensus-clustering-analysis

Use when identifying stable sample subtypes from bulk expression matrices with ConsensusClusterPlus, including PAC-based model selection and consensus matrix/CDF visualization. NOT for: differential e…

download3deployed_codestar0
personOpenScientificSkillsNo key required

traversing-citations

Index entry for an upstream research Skill intended for research work involving traversing citations. Maintained upstream by brycewang-stanford; source files are not included in this package.

download3deployed_codestar0
personOpenScientificSkillsNo key required

visual-explainer

Index entry for an upstream research Skill intended for research work involving visual explainer. Maintained upstream by nicobailon; source files are not included in this package.

download3deployed_codestar0
personTashanworldNo key required

torchdrug-english

PyTorch-native Graph Neural Network framework for molecules and proteins. Suitable for building custom GNN architectures for drug discovery, protein modeling, or knowledge graph reasoning. Best for cu…

download3deployed_codestar0
personTashanworldNo key required

academic-norm-review

Detects content similarity, verifies standardized citations and abbreviations, and flags potential academic integrity risks; use it before submission, during academic writing QA, or for compliance rev…

download3deployed_codestar0
personTashanworldNo key required

autoskill

Observe the user's screen via screenpipe, detect repeated research workflows, match them against existing scientific-agent-skills, and draft new skills (or composition recipes that chain existing ones…

download3deployed_codestar0
personTashanworldNo key required

clinical-trial-protocol-skill

Generate clinical trial protocols for medical devices or drugs. This skill should be used when users say "Create a clinical trial protocol", "Generate protocol for [device/drug]", "Help me design a cl…

download3deployed_codestar0
personTashanworldNo key required

design-thermostable-mutations

Decision-grade enzyme/protein mutation design for thermostability with bioactivity-preserving constraints enforced by default, plus structure-aware and consensus-ranking workflows.

download3deployed_codestar0
personOpenScientificSkillsNo key required

treatment-plans

Index entry for an upstream research Skill intended for research work involving treatment plans. Maintained upstream by K-Dense-AI; source files are not included in this package.

download3deployed_codestar0
personTashanworldNo key required

self-awareness

Claude Science's own session database schema and SDK surface for introspection via host.query(). Load this when you need to query your own conversation history, token usage, cost accounting, execution…

download3deployed_codestar0
personTashanworldNo key required

xgboost-analysis

Use when building XGBoost models on tabular data and returning feature importance ranking outputs. Supports binary classification and regression with automatic task detection, train-test split, perfor…

download3deployed_codestar0
personTashanworldNo key required

adaptive-trial-simulator

Design and simulate adaptive clinical trials with interim analyses, decision rules, and operating-characteristic summaries; use when planning adaptive designs or comparing stopping, enrichment, or sam…

download3deployed_codestar0
personTashanworldNo key required

biomcp

Search and retrieve biomedical data - genes, variants, clinical trials, diagnostic tests, articles, drugs, diseases, pathways, proteins, adverse events, pharmacogenomics, and phenotype-disease matchin…

download3deployed_codestar0
personTashanworldNo key required

conference-abstract-writer

Condenses a full study into conference-submission abstract format. Use when adapting a manuscript abstract or study summary to meet a specific conference's word limit, structured format (Background/Me…

download3deployed_codestar0
personTashanworldNo key required

diagnostic-study-quality-assessment-quadas-2

Analyzes clinical diagnostic accuracy studies for bias using the QUADAS-2 tool. Use when Claude needs to assess the quality, risk of bias, or applicability of diagnostic accuracy studies (e.g., "Asses…

download3deployed_codestar0