В каталоге 182 820 навыков в 14 категориях.
Turnkey operational guide and architectural standards for integrating, deploying, and building downstream reinforcement...
Use when the user wants to evolve an ML model/program through population-based search rather than a single sequential re...
LLM-judge stage of an alpha-mining pipeline: take a miner's deterministic candidate list, keep only real signal, drop no...
Open the alpha review screen to mark judge keepers as gold or miss, read per-miner precision, and print the eval state....
Access real-time and historical stock market data, forex rates, cryptocurrency prices, commodities, economic indicators,...
Access 20+ years of global financial data: equities, options, forex, crypto, commodities, economic indicators, and 50+ t...
WorldQuant 101 Formulaic Alphas — 因子计算、IC测试、回测一体化工具包。 基于Kakushadze (2015) 论文，提供101个价量/波动率/相关性因子的Python/Pandas实现。 Use whe...
Fetch the latest financial signals and transmission-chain analyses from DeepEar Lite. Use when the user needs immediate...
Create visualize finance logic diagrams (e.g., Draw.io XML) to explain complex finance transmission chains or finance lo...
Fetch hot news, unified trends, and prediction market data. Use when the user needs real-time financial news, trend repo...
Market prediction skill using Kronos. Use when user needs finance market time-series forecasting or news-aware finance m...
Plan, write, and edit professional financial reports; generate finance chart configurations. Use when condensing finance...
Perform web searches and local context searches. Use when the user needs general info from the web (Jina/DDG/Baidu) or n...
Analyze text sentiment using FinBERT or LLM. Use when the user needs to determine the sentiment (positive/negative/neutr...
Track finance investment signal evolution and update logic based on new finance market information. Use when monitoring...
Search A-Share finance stock tickers and retrieve finance stock price history. Use when user asks about finance stock co...
Validate protein designs using AlphaFold2 structure prediction. Use this skill when: (1) Validating designed sequences f...
Retrieve and analyze AlphaFold predicted structures for a protein. Use when the user provides a specific UniProt Accessi...
Downloads predicted protein structures from the EBI AlphaFold Database API and exports per-protein prediction metadata....
Predict protein structure for monomers and multimers with AlphaFold2 via the ColabFold runner (Mirdita et al. 2022, gith...
AlphaFold2 / AlphaFold-Multimer structure prediction for validation and confidence scoring. Use this skill when: (1) Val...
Look up precomputed AlphaGenome Atlas effects for any GRCh38 single-nucleotide variant (AVI score with Phred and 18 SHAP...
Constructs deep-links and URLs for the AlphaGenome Atlas website. Supports generating single-variant exploration links (...
Analyzes genetic variant effects on gene expression (RNA-seq), chromatin accessibility (DNASE), histone marks (ChIP), an...
Score, annotate, and analyze the functional impact of genetic variants using AlphaGenome Variant Impact (AVI) scores. Qu...
Apply AlphaGo-style patterns: learned priors plus search, mixed evaluators, self-play, and asynchronous fast/slow loops....
Strategic patterns for solving intractable problems through cascading approximation, self-improvement, and heterogeneous...
查询Amazon和TikTok平台的关键词榜单、商品榜单和类目数据，支持热销榜、飙升榜、新品榜、蓝海词榜等多种类型，帮助快速发现跨境选品机会。
Consensus estimates and earnings data from Alpha Vantage.
Reference for all Alpha Vantage MCP tools. Use when exploring available data.
Quick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback. Use when user says "explain...
Look up any arxiv paper on alphaxiv.org to get a structured AI-generated overview. This is faster and more reliable than...
Adds reactive and declarative behavior to HTML with minimal JavaScript using Alpine.js directives. Use when adding light...
Alpine.js development guidelines for lightweight reactive interactions with Tailwind CSS and various backend frameworks.
Guidelines for using Alpine.js for declarative JavaScript functionality.
Execute the AlignFirst planning protocol.
Create, validate, and improve ALPS profiles. Generate from natural language descriptions, validate existing profiles, an...
Execute the AlignFirst review protocol.
Execute the AlignFirst specification protocol.
Wibi Style 官方视觉风格：把一张照片转换成粗线条漫画头像。正面或半侧脸的自拍。适用于用户要求粗线条漫画头像、上传照片换风格，或明确调用 $alt-manga-avatar 时。
Use when the user shares an image, chart, diagram, screenshot, or figure and needs it described — for alt-text, accessib...
Generate and improve accessible alt text for data visualizations and images in R packages and Quarto documents. Use when...
Use when reviewing image assets, markup, and CDN or build transforms related to Provide meaningful alt text for images....
Use for writing, reviewing, debugging, or testing declarative statistical visualizations in Python with Altair and Vega-...
当需要为特定挑战或目标进行心态和角色转换时
Modify an existing page or snippet's widget tree in place with ALTER PAGE / ALTER SNIPPET — SET, INSERT, DROP, REPLACE a...
Submits and tracks protein-testing experiments on the Adaptyv Bio Foundry cloud lab (wet-lab validation), and optimizes...
Runs time series machine learning with the aeon library — classification, regression, clustering, forecasting, anomaly d...
Build, slice, concatenate, read, and write AnnData annotated data matrices (obs, var, X, layers, obsm, uns) — the scvers...
Drives TÜBİTAK Açık Bilim Politikası (Open Science Policy) compliance and deposition into Aperta — TÜBİTAK ULAKBİM's nat...
Infer gene regulatory networks (GRNs) from expression matrices using arboreto's scalable GRNBoost2 and GENIE3 tree-ensem...
Search and retrieve preprints from arXiv via the Atom API by keywords, authors, arXiv IDs, date ranges, or subject categ...
Processes astronomy and astrophysics data with the Astropy Python library — celestial coordinates, physical units, FITS...
Search the bioRxiv preprint server and retrieve paper metadata or download PDFs via its API. Use when finding life scien...
Runs NCBI BLAST+ 2.17.0 sequence searches from the command line: makeblastdb (with -parse_seqids), blastn/blastp/blastx/...
Co-fold biomolecular complexes with Boltz-2, an open AlphaFold3-style model — predict protein + ligand (SMILES/CCD), pro...
Access the BRENDA enzyme database via its SOAP API to retrieve kinetic parameters (Km, kcat, Ki), reaction equations, or...
Query cBioPortal via its keyless REST API for cancer genomics across TCGA, GENIE, MSK-IMPACT and hundreds of studies — s...
Predict biomolecular complexes with Chai-1, an open AlphaFold3-style model that folds multi-entity assemblies (proteins,...
Query ChEMBL via the chembl_webresource_client Python client for curated bioactive molecules and drug-like compound libr...
Builds, simulates, and runs quantum circuits with Cirq, Google Quantum AI's framework for NISQ hardware, noise-aware low...
Verifies that every bibliography entry actually exists by cross-checking Crossref, OpenAlex, Semantic Scholar, and arXiv...
Access ClinPGx pharmacogenomics data (the successor to PharmGKB) to query gene-drug interactions, CPIC/DPWG dosing guide...
Query NCBI ClinVar via the E-utilities API or FTP for the clinical significance (pathogenicity) of human germline geneti...
Build and analyze genome-scale constraint-based metabolic models with COBRApy — flux balance analysis (FBA), flux variab...
Access the COSMIC catalogue of somatic mutations in cancer to query somatic mutations, the Cancer Gene Census, mutationa...
Scales pandas/NumPy workflows beyond memory with Dask distributed computing — parallel DataFrames, arrays, delayed task...
Query Google Data Commons for public statistical data aggregated from global sources, resolving geographic entities and...
Runs a 13-agent deep research pipeline for rigorous academic work on any topic across 7 modes (full research, quick brie...
Query the Cancer Dependency Map (DepMap) for cancer cell line gene dependency scores (CRISPR Chronos), drug sensitivity...
Access and analyze drug information from the DrugBank database — drug properties, interactions, targets, pathways, chemi...
Exploratory data analysis (EDA) on a scientific data file — auto-detects the format, runs structure/quality/statistics c...
Access the European Nucleotide Archive (ENA) via its API and FTP to retrieve DNA/RNA sequences, raw sequencing reads (FA...
Query the Ensembl genome database REST API across 250+ species for gene lookups, sequence retrieval, variant analysis, c...
Run ESM protein language models — ESMC for embeddings and representations, ESMFold2 for structure prediction, and ESM3 f...
Query the openFDA API for drugs, medical devices, adverse event reports, recalls, regulatory submissions (510k, PMA), an...
Verify publication figures with a render-then-check QA pass — data-fidelity against every underlying row, axis/label flo...
Parse and write FCS (Flow Cytometry Standard) files v2.0-3.1 with FlowIO — extract event data as NumPy arrays, read $-ke...
Queries the FRED (Federal Reserve Economic Data) API for 800,000+ economic time series from 100+ sources, covering GDP,...
Query NCBI Gene via the E-utilities and Datasets APIs, searching by gene symbol or Gene ID and retrieving gene informati...
Machine learning on genomic interval data (BED files) with the geniml Python package — region embeddings (Region2Vec), j...
Access NCBI GEO (Gene Expression Omnibus) for gene expression and functional genomics data — search and download microar...
Run fast one-liner queries to 20+ bioinformatics databases from the gget CLI or Python — gene info (Ensembl), BLAST, Alp...
Query gnomAD (Genome Aggregation Database) for population allele frequencies and gene constraint scores (pLI, LOEUF) ref...
Runs high-performance genomic interval analysis with gtars (databio), a Rust toolkit with Python bindings — the performa...
Query the GTEx (Genotype-Tissue Expression) portal v2 REST API for tissue-specific gene expression (median TPM across 54...
Query the NHGRI-EBI GWAS Catalog REST API v2 for curated SNP-trait associations, retrieving variants by rs ID, disease/t...
TEST-ONLY canary for the behavioral eval harness (scripts/run_evals.py --behavioral --skill-dir benchmarks/harness-canar...
Extract and preprocess tiles from whole-slide images (WSI) with histolab — OpenSlide-backed slide loading, tissue detect...
Access the Human Metabolome Database (HMDB, 220K+ metabolites), searching by name, HMDB ID, or structure to retrieve che...
Query the EMBL-EBI InterPro REST API for protein family, domain, and functional-site annotations integrated from member...
Query JASPAR for transcription factor binding site (TFBS) profiles (PWMs/PFMs), searching by TF name, species, or class,...
Provide direct REST API access to KEGG (academic use only) for pathway analysis, gene-to-pathway and compound-to-pathway...
Manage, annotate, and trace biological data with LaminDB, an open-source FAIR data framework that makes datasets queryab...
Audits and repairs Markdown link health across a skills repo via a four-tier pipeline (config hardening, intra-repo file...
Computes mass-spectral similarity and identifies compounds for metabolomics with matchms — comparing mass spectra, scori...
Applies medicinal-chemistry filters with the medchem library — drug-likeness rules (Lipinski, Veber), PAINS filters, str...
Writes Markdown documents and text-based Mermaid diagrams (flowcharts, sequence, class, ER, gantt, state, and more) with...
Runs Python code in the cloud with Modal — serverless containers, on-demand GPUs, and autoscaling. Use when deploying ML...
Featurizes molecules for machine learning with molfeat — ECFP/MACCS/MAP4 fingerprints, RDKit and Mordred physicochemical...