Browse 138,453 skills across 70 categories. Mirrored from majiayu000/claude-skill-registry.
This skill observes the state of an active apparatus and its contents to track progress. It should be triggered periodic...
This skill introduces deliberate pauses in task execution. It should be triggered when the agent needs to consider next...
This skill performs a 'look around' action to scan and describe the current room's contents, including visible objects,...
Teleports the agent to a specified room within the ScienceWorld environment. Use this skill when the target object or lo...
This skill locates and retrieves a target substance or material from a container in the environment. It should be trigge...
Analyzes room observations to identify objects matching a given target description (e.g., 'living thing'). Triggered aft...
This skill determines the most likely location for a target object based on domain knowledge and environmental clues. Tr...
This skill uses a thermometer on a substance to measure its temperature. It should be triggered when the agent needs to...
This skill compares a measured numerical value (e.g., temperature, weight) against a predefined threshold to determine a...
This skill locates and picks up a specified tool or instrument from the environment. It should be triggered when a task...
Uses a tool from inventory on a target object or location to perform a specific environmental interaction, such as diggi...
This skill performs a basic functionality check on a tool in the agent's inventory. It should be triggered after acquiri...
> Bilimsel düşünce ve kritik analiz metodolojisi.
Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experime...
Use when writing advertising copy, marketing materials, or evidence-based persuasive content.
This skill should be used for time series machine learning tasks including classification, regression, clustering, forec...
Use when planning multi-chapter scientific research analyses with expert consultation. Produces markdown analysis docume...
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the...
Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when...
Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical da...
Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular...
Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics,...
Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Re...
Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary conne...
Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop me...
研究 codex 使用 skill 生成 survey 這件事
Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity...
Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or ru...
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate m...
Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, inclu...
Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/l...
Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial detail...
Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology a...
Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and...
Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence qu...
评估研究严谨性。用于评估方法学、实验设计、统计学有效性、偏倚、混杂因素以及证据质量（如 GRADE、Cochrane 偏倚风险评估），以对科学结论进行批判性分析。
Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code...
⚠️ CRITICAL USER EXPERIENCE-BASED SKILL - ALWAYS CONSULT BEFORE DATA PREPROCESSING ⚠️ Prevents catastrophic errors (88.9...
Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use thi...
Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery inc...
Access AlphaFold's 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, a...
Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by...
Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivi...
Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele func...
Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications,...
Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions...
Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, ta...
Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by acce...
Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identificat...
Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotype...
Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-value...
Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomark...
Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug int...
Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/o...
Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/s...
Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management....
科学调试专家 - 观察(Observe) -> 假设(Hypothesize) -> 实验(Experiment) -> 修复(Fix)
Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditi...
NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for...
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publicat...
Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual scre...
Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence,...
Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI...
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be...
Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to C...
Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations includi...
Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illus...
This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for traini...
Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retr...
Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when wor...
Fast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST searches, AlphaFold str...
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regio...
Lightweight WSI tile extraction and preprocessing. Use for basic slide processing tissue detection, tile extraction, sta...
Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore...