5,881 agent tools in 5 subcategories. See them all in one list ↓
3,694 tools
1,390 tools
346 tools
295 tools
156 tools
| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| docx Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers inc SkillOfficial · AnthropicInstall · skills CLI | 194,218 | — | ||
| pdf Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging SkillOfficial · AnthropicInstall · skills CLI | 194,218 | — | ||
| pptx Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or SkillOfficial · AnthropicInstall · skills CLI | 194,218 | — | ||
| xlsx Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an ex SkillOfficial · AnthropicInstall · skills CLI | 194,218 | — | ||
| backup-setup Set up, check, or restore local claude-mem database snapshots. Use when the user says "set up backups", "back up my memories", "backup status", or "re SkillInstall · skills CLI | 116,897 | Apache-2.0 | ||
| cloud-sync Set up or check claude-mem cloud sync with cmem.ai Pro. Use when the user says "set up cloud sync", "sync my memories", "cmem pro", "cloud backup", "s SkillInstall · skills CLI | 116,897 | Apache-2.0 | ||
| fix-slow-queries Diagnose and fix slow Paperclip PostgreSQL queries using Cloud and Neon evidence, local reproduction, performance and result comparisons, regression t SkillInstall · skills CLI | 113,505 | MIT | ||
| data-report Turns CSV, Excel, or JSON data into a polished visual report page. SkillInstall · skills CLI | 107,550 | Apache-2.0 | ||
| hps-y2k-chrome OpenDesign's KPI decision brief: activation and retention drivers, what's working, and the one metric to move next. Built as a decision-grade data & f SkillInstall · skills CLI | 107,550 | Apache-2.0 | ||
| html-ppt-weekly-report OpenDesign's weekly growth review: stars, installs, activation — the number, the driver, and the recommended move. Built as a decision-grade data & fi SkillInstall · skills CLI | 107,550 | Apache-2.0 | ||
| html-ppt-zhangzara-long-table OpenDesign's unit-economics and BYOK cost model: the assumptions, the sensitivity, and why it scales. Built as a decision-grade data & finance deck fo SkillInstall · skills CLI | 107,550 | Apache-2.0 | ||
| live-artifact Create refreshable, auditable OpenDesign artifacts backed by connector or local data. Trigger when the user asks for live dashboards, refreshable repo SkillInstall · skills CLI | 107,550 | Apache-2.0 | ||
| live-dashboard Notion-style team dashboard rendered as a Live Artifact. A single-page, self-contained HTML dashboard with KPIs, a 7-day sparkline, a real-time activi SkillInstall · skills CLI | 107,550 | Apache-2.0 | ||
| pptx-html-fidelity-audit Audit a python-pptx export against its source HTML deck, identify layout/content drift (footer overflow, cropped content, missing italic/em, lost styl SkillInstall · skills CLI | 107,550 | Apache-2.0 | ||
| affinda-automation Automate Affinda tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| algodocs-automation Automate Algodocs tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| algolia-automation Automate Algolia tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| api2pdf-automation Automate Api2pdf tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| big-data-cloud-automation Automate Big Data Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| craftmypdf-automation Automate Craftmypdf tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| crustdata-automation Automate Crustdata tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| Excel Automation Excel Automation: create workbooks, manage worksheets, read/write cell data, and format spreadsheets via Microsoft Excel and Google Sheets integration SkillInstall · skills CLI | 79,451 | — | ||
| files-com-automation Automate Files Com tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,451 | — | ||
| data-scientist Processes and analyzes data with resident-kernel engines (DuckDB, Polars) and one-shot tools. Use for CSV/parquet/JSON analysis, group-by/join/aggrega SkillInstall · skills CLI | 70,897 | — | ||
| analytics When the user wants to set up or audit analytics, or asks whether a metric or number is calculated right, what to track, or how to name events: tracki SkillInstall · skills CLI | 60,203 | MIT | ||
| conversion-tracking When the user wants to set up, audit, or fix conversion tracking to Google Ads, Meta, GA4, LinkedIn, and TikTok, or asks why conversions are missing o SkillInstall · skills CLI | 60,203 | MIT | ||
| dask Scales pandas, NumPy, and custom Python research workflows beyond memory or across clusters with Dask. Covers DataFrames, Arrays, Bags, Futures, chunk SkillInstall · skills CLI | 57,090 | MIT | ||
| datalad Retrieves, versions, and publishes scientific datasets with DataLad and git-annex, and captures computational provenance with datalad run, rerun, and SkillInstall · skills CLI | 57,090 | MIT | ||
| depmap Retrieves and analyzes Cancer Dependency Map (DepMap) release data, including CRISPR Chronos gene effects, cancer model annotations, omics biomarkers, SkillInstall · skills CLI | 57,090 | MIT | ||
| exploratory-data-analysis Performs bounded, local exploratory analysis of explicitly supported scientific files. Supports redacted CSV/TSV/JSON profiles; optional NumPy, HDF5, SkillInstall · skills CLI | 57,090 | MIT | ||
| flowio Reads, inspects, and writes Flow Cytometry Standard (FCS) 2.0, 3.0, and 3.1 files with FlowIO. Use for low-level FCS metadata and channel inspection, SkillInstall · skills CLI | 57,090 | MIT | ||
| gget Queries 20+ bioinformatics resources through CLI/Python. Supports quick lookups of gene info, BLAST/BLAT, viral sequence downloads, PDB/mmCIF structur SkillInstall · skills CLI | 57,090 | MIT | ||
| imaging-data-commons Queries and downloads public cancer imaging data from NCI Imaging Data Commons. Supports IDC collection discovery, DICOM access, radiology (CT, MR, PE SkillInstall · skills CLI | 57,090 | MIT | ||
| lamindb Manages biological datasets and models with LaminDB, including artifact registration, lineage tracking, schema validation, Bionty ontology annotation, SkillInstall · skills CLI | 57,090 | MIT | ||
| liteparse Local document and PDF parsing that returns spatial text with bounding boxes. Use for extracting text from PDFs, DOCX, Office files, and images; runni SkillInstall · skills CLI | 57,090 | MIT | ||
| markitdown Converts heterogeneous documents and selected URIs to Markdown with Microsoft MarkItDown for text analysis, search, and LLM/RAG ingestion. Covers safe SkillInstall · skills CLI | 57,090 | MIT | ||
| omero-integration Inspects and automates microscopy data workflows against OMERO.server with omero-py, BlitzGateway, OMERO CLI, tables, annotations, ROIs, rendering, an SkillInstall · skills CLI | 57,090 | MIT | ||
| polars-bio Performs genomic interval overlap, nearest, merge, coverage, complement and subtraction on Polars DataFrames, and reads or writes BED, VCF, BCF, BAM, SkillInstall · skills CLI | 57,090 | MIT | ||
| primekg Queries a pinned Precision Medicine Knowledge Graph (PrimeKG) CSV for typed gene, drug, disease, and phenotype nodes, direct associations, disease con SkillInstall · skills CLI | 57,090 | MIT | ||
| umap-learn Applies UMAP-learn to nonlinear dimensionality reduction, 2D/3D embeddings, clustering preprocessing, supervised or semi-supervised UMAP, DensMAP, Ali SkillInstall · skills CLI | 57,090 | MIT | ||
| vaex Processes large tabular scientific datasets with Vaex expressions, filtered views, streamed statistics, binned visualizations, and file conversion. Us SkillInstall · skills CLI | 57,090 | MIT | ||
| zarr-python Stores and queries chunked N-D scientific arrays with Zarr-Python 3, including codecs, sharding, S3/GCS storage, and NumPy/Dask/Xarray integration. Us SkillInstall · skills CLI | 57,090 | MIT | ||
| office-transform Extract or edit a selection from xlsx, docx, pdf, or pptx into a new file; the source is never modified. SkillInstall · skills CLI | 53,498 | AGPL-3.0 | ||
| defuddle Extract clean Markdown from HTML pages with Defuddle CLI. SkillInstall · skills CLI | 52,336 | MIT | ||
| knap Render Markdown from templates and structured data using Knap CLI. Use when the user asks to apply a Knap template, turn JSON or CSV data into notes, SkillInstall · skills CLI | 52,336 | MIT | ||
| Metabase Lets AI clients search, explore, query, and visualize data in a Metabase instance. MCP serverGitHub-verified authorRemoteDown | 50,311 | — | ||
| airtable-automation Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas. SkillInstall · skills CLI | 49,672 | MIT | ||
| analytics-tracking Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data. SkillInstall · skills CLI | 49,672 | MIT | ||
| azure-search-documents-py Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets. SkillInstall · skills CLI | 49,672 | MIT | ||
| business-analyst Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predict SkillInstall · skills CLI | 49,672 | MIT | ||
| data-engineer Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native SkillInstall · skills CLI | 49,672 | MIT | ||
| data-quality-frameworks Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing valid SkillInstall · skills CLI | 49,672 | MIT | ||
| data-storytelling Transform raw data into compelling narratives that drive decisions and inspire action. SkillInstall · skills CLI | 49,672 | MIT | ||
| database-architect Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. SkillInstall · skills CLI | 49,672 | MIT | ||
| database-design Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases. SkillInstall · skills CLI | 49,672 | MIT | ||
| dbt-transformation-patterns Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing. SkillInstall · skills CLI | 49,672 | MIT | ||
| embedding-strategies Guide to selecting and optimizing embedding models for vector search applications. SkillInstall · skills CLI | 49,672 | MIT | ||
| google-sheets-automation Read and edit Google Sheets through an available authenticated connector or reviewed API integration, with scoped changes and read-back verification. SkillInstall · skills CLI | 49,672 | MIT | ||
| googlesheets-automation Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply form SkillInstall · skills CLI | 49,672 | MIT | ||
| pdf-conversion-router Use when converting a PDF into another format such as Markdown, HTML, text, JSON, DOCX, or structured notes and the agent must choose the best extract SkillInstall · skills CLI | 49,672 | MIT | ||
| postgres-best-practices Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema des SkillInstall · skills CLI | 49,672 | MIT | ||
| sql-optimization-patterns Diagnose slow SQL with query plans, preserve query results, and verify indexing or query changes against representative data. SkillInstall · skills CLI | 49,672 | MIT | ||
| sql-pro Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and SkillInstall · skills CLI | 49,672 | MIT | ||
| startup-financial-modeling Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage sta SkillInstall · skills CLI | 49,672 | MIT | ||
| startup-metrics-framework Comprehensive guide to tracking, calculating, and optimizing key performance metrics for different startup business models from seed through Series A. SkillInstall · skills CLI | 49,672 | MIT | ||
| vector-database-engineer Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG SkillInstall · skills CLI | 49,672 | MIT | ||
| warehouse Plan and review read-only data warehouse analysis with explicit scope, privacy, provenance, and validation checks. SkillInstall · skills CLI | 49,672 | MIT | ||
| data-storytelling Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creat SkillInstall · skills CLI | 42,495 | MIT | ||
| database-migration Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating SkillInstall · skills CLI | 42,495 | MIT | ||
| dbt-transformation-patterns Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building SkillInstall · skills CLI | 42,495 | MIT | ||
| embedding-strategies Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, o SkillInstall · skills CLI | 42,495 | MIT | ||
| file-conversion Use when the user needs a local file converted between common image, audio, video, document, or data formats. Select installed tools, preserve origina SkillInstall · skills CLI | 42,495 | MIT | ||
| hybrid-search-implementation Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone p SkillInstall · skills CLI | 42,495 | MIT | ||
| kpi-dashboard-design Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building SkillInstall · skills CLI | 42,495 | MIT | ||
| nft-standards Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT cont SkillInstall · skills CLI | 42,495 | MIT | ||
| postgresql-table-design Use this skill when designing or reviewing a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance pattern SkillInstall · skills CLI | 42,495 | MIT | ||
| similarity-search-patterns Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing r SkillInstall · skills CLI | 42,495 | MIT | ||
| spark-optimization Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow j SkillInstall · skills CLI | 42,495 | MIT | ||
| sql-optimization-patterns Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use SkillInstall · skills CLI | 42,495 | MIT | ||
| vector-index-tuning Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vect SkillInstall · skills CLI | 42,495 | MIT | ||
| arize-dataset Creates, manages, and queries Arize datasets and examples. Covers dataset CRUD, appending examples, exporting data, and file-based dataset creation us SkillInstall · skills CLI | 41,140 | MIT | ||
| bigquery-pipeline-audit Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations. SkillInstall · skills CLI | 41,140 | MIT | ||
| convert-excel-to-md Converts Excel (.xlsx) workbooks into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill w SkillInstall · skills CLI | 41,140 | MIT | ||
| convert-pdf-to-md Converts PDF (.pdf) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill when SkillInstall · skills CLI | 41,140 | MIT | ||
| convert-plaintext-to-md Convert a text-based document to markdown following instructions from prompt, or if a documented option is passed, follow the instructions for that op SkillInstall · skills CLI | 41,140 | MIT | ||
| convert-word-to-md Converts Word (.docx) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill wh SkillInstall · skills CLI | 41,140 | MIT | ||
| cosmosdb-datamodeling Step-by-step guide for capturing key application requirements for NoSQL use-case and produce Azure Cosmos DB Data NoSQL Model design using best practi SkillInstall · skills CLI | 41,140 | MIT | ||
| creating-oracle-to-postgres-master-migration-plan Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produces a persistent master migration SkillInstall · skills CLI | 41,140 | MIT | ||
| creating-oracle-to-postgres-migration-bug-report Creates structured bug reports for defects found during Oracle-to-PostgreSQL migration. Use when documenting behavioral differences between Oracle and SkillInstall · skills CLI | 41,140 | MIT | ||
| creating-oracle-to-postgres-migration-integration-tests Creates integration test cases targeting Oracle for .NET data access artifacts. Tests capture Oracle expected behavior as the authoritative baseline; SkillInstall · skills CLI | 41,140 | MIT | ||
| datanalysis-credit-risk Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, SkillInstall · skills CLI | 41,140 | MIT | ||
| dataverse-python-advanced-patterns Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques. SkillInstall · skills CLI | 41,140 | MIT | ||
| dataverse-python-production-code Generate production-ready Python code using Dataverse SDK with error handling, optimization, and best practices SkillInstall · skills CLI | 41,140 | MIT | ||
| dataverse-python-quickstart Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns. SkillInstall · skills CLI | 41,140 | MIT | ||
| dataverse-python-usecase-builder Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations SkillInstall · skills CLI | 41,140 | MIT | ||
| debian-linux-triage Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance. SkillInstall · skills CLI | 41,140 | MIT | ||
| efcore-d2-db-diagram Generate D2 database diagrams from Entity Framework Core models. USE FOR: EF Core database diagram, Entity Framework Core ERD, DbContext diagram, C# e SkillInstall · skills CLI | 41,140 | MIT | ||
| embedding-anisotropy-check Use before reporting any cosine similarity computed over embeddings or transformer hidden states, whether the agent computed the vectors or loaded the SkillInstall · skills CLI | 41,140 | MIT | ||
| fabric-lakehouse Use this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions. It offers descriptions of Lakehou SkillInstall · skills CLI | 41,140 | MIT | ||
| markdown-to-html Convert Markdown files to HTML similar to `marked.js`, `pandoc`, `gomarkdown/markdown`, or similar tools; or writing custom script to convert markdown SkillInstall · skills CLI | 41,140 | MIT | ||
| markdown-to-word-mermaid Export Markdown containing Mermaid code fences to Word (.docx) with embedded SVG diagrams and PNG fallbacks. Use when diagram sharpness, Office-compat SkillInstall · skills CLI | 41,140 | MIT | ||
| md-to-docx Convert Markdown files to professionally formatted Word (.docx) documents with embedded PNG images — pure JavaScript, no external tools required SkillInstall · skills CLI | 41,140 | MIT | ||
| migrating-oracle-to-postgres-data-access-code Migrates .NET/C# data access code from Oracle to PostgreSQL (Npgsql). Replaces Oracle NuGet packages, rewrites OracleConnection/OracleCommand/OracleDa SkillInstall · skills CLI | 41,140 | MIT | ||
| migrating-oracle-to-postgres-stored-procedures Migrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL. Translates Oracle-specific syntax, preserves method signatures and type-anchored para SkillInstall · skills CLI | 41,140 | MIT | ||
| PostHog MCP Server Official PostHog MCP Server for product analytics, feature flags, experiments, and more. MCP serverGitHub-verified authorRemoteSign-in needed | 40,768 | — | ||
| drawdb Free, simple, and intuitive online database diagram editor and SQL generator. MCP server | 40,328 | — | ||
| analyzing-network-packets-with-scapy Use Scapy to craft, send, sniff, and dissect TCP/UDP/ICMP/DNS packets, analyze pcap files, implement SYN scans, and detect anomalous traffic such as f SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-network-traffic-for-incidents Analyzes network traffic captures and flow data to identify adversary activity during security incidents, including command-and-control communications SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-network-traffic-of-malware Analyzes network traffic generated by malware during sandbox execution or live incident response to identify C2 protocols, data exfiltration channels, SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-network-traffic-with-wireshark Captures and analyzes network packet data using Wireshark and tshark to identify malicious traffic patterns, diagnose protocol issues, extract artifac SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-outlook-pst-for-email-forensics Parse Microsoft Outlook PST and OST files using libpff and pst-utils to extract message content, headers, attachments, deleted items, and MAPI metadat SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-packed-malware-with-upx-unpacker Identifies and unpacks UPX-packed malware samples, including binaries with modified UPX magic bytes or headers that block automated decompression, to SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-pdf-malware-with-pdfid Analyzes malicious PDF files using PDFiD, pdf-parser, and peepdf to identify embedded JavaScript, shellcode, exploits, and suspicious objects without SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-persistence-mechanisms-in-linux Scan Linux systems for persistence mechanisms including crontab/systemd entries, LD_PRELOAD injection, shell profile modifications (.bashrc, .profile) SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-powershell-empire-artifacts Detect PowerShell Empire post-exploitation framework artifacts in Windows Script Block Logging (Event ID 4104) and Module Logging (Event ID 4103), inc SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-powershell-script-block-logging Parse Windows PowerShell Script Block Logs (Event ID 4104) from EVTX files to detect obfuscated commands, encoded payloads, and living-off-the-land te SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-prefetch-files-for-execution-history Parse Windows Prefetch files (versions 17, 23, 26, 30) with tools like PECmd, WinPrefetchView, or python-prefetch to determine program execution histo SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-ransomware-encryption-mechanisms Analyzes encryption algorithms, key management, and file encryption routines used by ransomware families to assess decryption feasibility, identify im SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-ransomware-leak-site-intelligence Safely monitor ransomware group Tor-hosted data leak sites (DLS) to collect and extract structured victim posting data, track group activity trends ov SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-ransomware-network-indicators Identify ransomware-related network indicators, including C2 beaconing patterns, TOR exit node connections, data exfiltration flows, and encryption ke SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-ransomware-payment-wallets Traces ransomware cryptocurrency payment flows using blockchain analysis tools such as Chainalysis Reactor, WalletExplorer, and blockchain.com APIs, i SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-sbom-for-supply-chain-vulnerabilities Parses Software Bill of Materials (SBOM) in CycloneDX and SPDX JSON formats to identify supply chain vulnerabilities by correlating components against SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-security-logs-with-splunk Leverages Splunk Enterprise Security and SPL (Search Processing Language) to investigate security incidents through log correlation, timeline reconstr SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-slack-space-and-file-system-artifacts Examine NTFS slack space, MFT entries, the USN Change Journal, and Alternate Data Streams (ADS) to recover hidden or residual data, reconstruct delete SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-supply-chain-malware-artifacts Investigate supply chain attack artifacts including trojanized software updates, compromised build pipelines, and sideloaded dependencies to identify SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-threat-actor-ttps-with-mitre-attack Systematically map threat actor behavior and observed IOCs to the MITRE ATT&CK framework, build technique coverage heatmaps with the ATT&CK Navigator, SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-threat-actor-ttps-with-mitre-navigator Map advanced persistent threat (APT) group TTPs to the MITRE ATT&CK framework using the attackcti Python library to query STIX/TAXII data for group-te SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-threat-intelligence-feeds Analyzes structured and unstructured threat intelligence feeds to extract actionable indicators, adversary tactics, and campaign context. Use when ing SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-threat-landscape-with-misp Query a MISP (Malware Information Sharing Platform) instance via PyMISP to compute event statistics, IOC type breakdowns, threat actor galaxy clusters SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| analyzing-tls-certificate-transparency-logs Queries Certificate Transparency logs via crt.sh and pycrtsh to detect phishing domains, unauthorized certificate issuance, and shadow IT. Monitors ne SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| assessing-vector-and-embedding-weaknesses Test RAG vector stores (Pinecone, Qdrant, Weaviate, Chroma, pgvector, FAISS) for embedding inversion, cross-tenant data leakage, and data poisoning pe SkillInstall · skills CLI | 36,105 | Apache-2.0 | ||
| alloydb-basics Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB MCP tools for automated database operations including SkillInstall · skills CLI | 33,495 | MIT | ||
| bigquery-basics Manages datasets, tables, and jobs in BigQuery, and integrates with BigQuery ML and Gemini for advanced data analytics and AI-driven insights. Use for SkillInstall · skills CLI | 33,495 | MIT | ||
| cloud-sql-basics Creates and manages Cloud SQL instances for MySQL, PostgreSQL, and SQL Server. Handles backups, high availability, and secure connectivity for relatio SkillInstall · skills CLI | 33,495 | MIT | ||
| data-processing-nemo-curator GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heu SkillInstall · skills CLI | 33,495 | MIT | ||
| data-processing-ray-data Scalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with Ray Train, PyTorch, T SkillInstall · skills CLI | 33,495 | MIT | ||
| data-scientist Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and busi SkillInstall · skills CLI | 33,495 | MIT | ||
| database-migration Master database schema and data migrations across ORMs (Sequelize, TypeORM, Prisma), including rollback strategies and zero-downtime deployments. SkillInstall · skills CLI | 33,495 | MIT | ||
| database-optimizer Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. SkillInstall · skills CLI | 33,495 | MIT | ||
| mlops-mlflow Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow - framework-agnostic M SkillInstall · skills CLI | 33,495 | MIT | ||
| mlops-tensorboard Visualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile performance with TensorBoard - Goog SkillInstall · skills CLI | 33,495 | MIT | ||
| mlops-weights-and-biases Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B SkillInstall · skills CLI | 33,495 | MIT | ||
| neon-instagres Instantly provision production-ready Postgres databases with Neon Instagres. Use when setting up databases, when users mention PostgreSQL/Postgres, da SkillInstall · skills CLI | 33,495 | MIT | ||
| postgres-schema-design Comprehensive PostgreSQL-specific table design reference covering data types, indexing, constraints, performance patterns, and advanced features SkillInstall · skills CLI | 33,495 | MIT | ||
| postgresql Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features SkillInstall · skills CLI | 33,495 | MIT | ||
| postgresql-optimization PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management. SkillInstall · skills CLI | 33,495 | MIT | ||
| rag-chroma Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-f SkillInstall · skills CLI | 33,495 | MIT | ||
| rag-faiss Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index SkillInstall · skills CLI | 33,495 | MIT | ||
| rag-pinecone Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and name SkillInstall · skills CLI | 33,495 | MIT | ||
| rag-qdrant High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor SkillInstall · skills CLI | 33,495 | MIT | ||
| readonly-sql-guard Make an agent's database access provably read-only. Use when an agent runs caller-supplied SQL against a production/ERP/analytics database (a "query" SkillInstall · skills CLI | 33,495 | MIT | ||
| supabase-postgres-best-practices Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema des SkillInstall · skills CLI | 33,495 | MIT | ||
| using-neon Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method SkillInstall · skills CLI | 33,495 | MIT | ||
| gws-drive-upload Google Drive: Upload a file with automatic metadata. SkillInstall · skills CLI | 32,308 | Apache-2.0 | ||
| gws-sheets-append Google Sheets: Append a row to a spreadsheet. SkillInstall · skills CLI | 32,308 | Apache-2.0 | ||
| gws-sheets-read Google Sheets: Read values from a spreadsheet. SkillInstall · skills CLI | 32,308 | Apache-2.0 | ||
| recipe-backup-sheet-as-csv Export a Google Sheets spreadsheet as a CSV file for local backup or processing. SkillInstall · skills CLI | 32,308 | Apache-2.0 | ||
| recipe-bulk-download-folder List and download all files from a Google Drive folder. SkillInstall · skills CLI | 32,308 | Apache-2.0 | ||
| recipe-collect-form-responses Retrieve and review responses from a Google Form. SkillInstall · skills CLI | 32,308 | Apache-2.0 | ||
| recipe-compare-sheet-tabs Read data from two tabs in a Google Sheet to compare and identify differences. SkillInstall · skills CLI | 32,308 | Apache-2.0 | ||
| recipe-copy-sheet-for-new-month Duplicate a Google Sheets template tab for a new month of tracking. SkillInstall · skills CLI | 32,308 | Apache-2.0 | ||
| recipe-create-events-from-sheet Read event data from a Google Sheets spreadsheet and create Google Calendar entries for each row. SkillInstall · skills CLI | 32,308 | Apache-2.0 | ||
| recipe-create-expense-tracker Set up a Google Sheets spreadsheet for tracking expenses with headers and initial entries. SkillInstall · skills CLI | 32,308 | Apache-2.0 | ||
| recipe-email-drive-link Share a Google Drive file and email the link with a message to recipients. SkillInstall · skills CLI | 32,308 | Apache-2.0 | ||
| recipe-find-large-files Identify large Google Drive files consuming storage quota. SkillInstall · skills CLI | 32,308 | Apache-2.0 | ||
| recipe-generate-report-from-sheet Read data from a Google Sheet and create a formatted Google Docs report. SkillInstall · skills CLI | 32,308 | Apache-2.0 | ||
| recipe-log-deal-update Append a deal status update to a Google Sheets sales tracking spreadsheet. SkillInstall · skills CLI | 32,308 | Apache-2.0 | ||
| recipe-organize-drive-folder Create a Google Drive folder structure and move files into the right locations. SkillInstall · skills CLI | 32,308 | Apache-2.0 | ||
| add-anydoc Add local office-document-to-Markdown conversion to NanoClaw agent containers with the pinned Firecrawl AnyDoc CLI. Use when agents need to read attac SkillInstall · skills CLI | 31,114 | MIT | ||
| convert-documents-to-markdown Convert an attached Word document, presentation, spreadsheet, OpenDocument file, RTF, EPUB, CSV, or text-based PDF into local Markdown. Use when a mes SkillInstall · skills CLI | 31,114 | MIT | ||
| io.github.t8y2/dbx Query databases from AI agents using connections configured in DBX. MCP serverGitHub-verified authorLocal · npm | 30,268 | Apache-2.0 | ||
| chief-data-officer-advisor Use for data strategy decisions: training models on customer data, warehouse vs lakehouse vs mesh, valuing data for a raise or M&A, or data hiring ord SkillInstall · skills CLI | 29,773 | MIT | ||
| data-quality-auditor Use before analysis or model training on any dataset, or when asked to profile data or hunt missing values and outliers. Profiles it with data_profile SkillInstall · skills CLI | 29,773 | MIT | ||
| database-designer Design a database schema: tables, relationships, indexes, normalization, SQL vs NoSQL, migration plans. Use whenever the user asks how to structure th SkillInstall · skills CLI | 29,773 | MIT | ||
| database-schema-designer Use when asked for an ERD, table relationships, normalization or a schema migration plan. Produces the ERD and normalized DDL with migration steps. SkillInstall · skills CLI | 29,773 | MIT | ||
| senior-data-engineer Data pipelines: Airflow DAGs, Spark, dbt, Kafka, ETL/ELT, data quality checks. Load whenever a DAG or batch job times out or fails, data arrives wrong SkillInstall · skills CLI | 29,773 | MIT | ||
| snowflake-development Use for Snowflake work: SQL, Dynamic Tables, Streams and Tasks, Cortex AI functions and agents, Snowpark Python, dbt on Snowflake, or Snowflake errors SkillInstall · skills CLI | 29,773 | MIT | ||
| jupyter-notebook Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templ SkillInstall · skills CLI | 28,730 | — | ||
| pdf Use when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer visual checks by rendering pages (Poppler) SkillInstall · skills CLI | 28,730 | — | ||
| Chat2DB Chat2DB is a free, cross-platform, local-first database client and SQL workspace for developers, DBAs, analysts, and data teams. Connect to 40+ databa MCP server | 28,362 | — | ||
| dummy-dataset Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script). Use when cre SkillInstall · skills CLI | 27,974 | MIT | ||
| sql-queries Generate SQL queries from natural language descriptions. Supports BigQuery, PostgreSQL, MySQL, and other dialects. Reads database schemas from uploade SkillInstall · skills CLI | 27,974 | MIT | ||
| baoyu-danger-x-to-markdown Converts X (Twitter) tweets and articles to markdown with YAML front matter. Uses reverse-engineered API requiring user consent. Use when user mention SkillInstall · skills CLI | 27,533 | MIT | ||
| baoyu-format-markdown Formats plain text or markdown files with frontmatter, titles, summaries, headings, bold, lists, and code blocks. Use when user asks to "format markdo SkillInstall · skills CLI | 27,533 | MIT | ||
| baoyu-markdown-to-html Converts Markdown to styled HTML with WeChat-compatible themes. Supports code highlighting, math, Mermaid (rendered to PNG via headless Chrome), Plant SkillInstall · skills CLI | 27,533 | MIT | ||
| nocobase-app-plugin-database-explorer Browse an application's database connections, collections, and fields read-only through the Database Explorer endpoints, and grant access to them. SkillInstall · skills CLI | 24,921 | — | ||
| nocobase-app-plugin-file Add file collections, uploads, downloads, DOCX/XLSX/PPTX previews, business attachments, and editable UI Library file components to a NocoBase 3 App u SkillInstall · skills CLI | 24,921 | — | ||
| nocobase-app-plugin-template-print Use when implementing or debugging NocoBase 3 template printing with DOCX, XLSX, or PPTX templates and business data, including record/list output, at SkillInstall · skills CLI | 24,921 | — | ||
| nocobase-db Work with the database in a NocoBase 3 application: configure connections and dialects, add migrations and seeds, declare schema with the Collection B SkillInstall · skills CLI | 24,921 | — | ||
| nocobase-drive Configure and use file storage with @nocobase/drive in NocoBase 3 applications, including local filesystem, S3-compatible storage, native Aliyun OSS, SkillInstall · skills CLI | 24,921 | — | ||
| alloydb-basics Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB Model Context Protocol (MCP) tools for automated data SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-basics Manages datasets, tables, and jobs in BigQuery. Use when you need to interact with BigQuery, run SQL queries, manage BigQuery resources (datasets, tab SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-bigframes Generates Python code using BigQuery DataFrames (BigFrames). Use by default for any Python data task involving BigQuery, including data processing, an SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-migration-data-loader Provisions BigQuery datasets, ingests staged Parquet files directly into native BigQuery tables by using bq load, and deploys already-translated views SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-migration-metadata-extractor Extracts database catalog metadata and query logs from data warehouses by running the DWH migration extractor locally or on a temporary Google Cloud V SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-migration-sql-translator Translates SQL queries, DDL schemas, and stored procedures from legacy database dialects (Teradata, Oracle, Redshift, Snowflake, SparkSQL, HiveQL) to SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-migration-validator Validates that tables migrated to BigQuery match their source (Teradata, Snowflake, Oracle, Redshift, Databricks, PostgreSQL, SQL Server, MySQL, Maria SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-optimization Provides workflows to optimize BigQuery environments (capacity planning, editions), storage assets (partitioning, clustering, storage lifecycles, bill SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-udfs Creates, deploys, and troubleshoots BigQuery User-Defined Functions (UDFs) and Remote Functions across SQL, JavaScript, Python, and Cloud Run endpoint SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigtable-basics Assists in provisioning instances/tables, designing performant schemas, and querying data in Bigtable. Use when designing Bigtable row keys, configuri SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| cloud-sql-basics This file generates or explains Cloud SQL resources. Use this file when the user asks to create a Cloud SQL instance or database for MySQL, PostgreSQL SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| datalineage-bigquery-asset-impact-analysis Analyzes the downstream impact (blast radius) using data lineage on Google Cloud when a BigQuery table or view is broken, stale, or modified. Identifi SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| datalineage-summary Summarizes data lineage graphs on Google Cloud to help users debug data quality issues and understand data provenance for BigQuery and Cloud Storage. SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| dbt-sf-to-bq-translator Translates Snowflake dbt SQL models to Standardized BigQuery SQL. Handles SQL compilation, Jinja macro placeholder masking, BigQuery Translation Servi SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-cloud-filestore-nfs-browser Inspects, searches, and reads files and POSIX metadata on Filestore (NFS) instances on Google Cloud without local NFS client packages or root privileg SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-cloud-solution-agentic-ai-borderless-data-lakehouse Discovers requirements and designs a borderless open data lakehouse using Lakehouse for Apache Iceberg and BigQuery data agents. Use when architecting SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-cloud-solution-hybrid-search-alloydb Discovers requirements and generates architectural, design, and deployment guidance for dynamic hybrid search systems by combining semantic search and SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-cloud-solution-rag-enterprise-search-gke-sqldb Discovers requirements, and generates architectural, design, and deployment guidance for a retrieval-augmented generation (RAG)-capable enterprise sea SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-cloud-storage-basics Stores, retrieves, and manages data as objects in Cloud Storage on Google Cloud (also known colloquially as GCS) buckets. Use when you need to interac SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-cloud-storage-bucket-architect Creates Cloud Storage on Google Cloud (also known colloquially as GCS) buckets. Analyzes the workload (sensitive data, media hosting, ingestion, web h SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| google-cloud-storage-fuse Mounts Cloud Storage buckets on Google Cloud as a POSIX file system with Cloud Storage FUSE (gcsfuse). Use when interacting with gcsfuse or Cloud Stor SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| spanner-basics Assists in provisioning instances and databases, designing performant schemas, and querying data in Cloud Spanner on Google Cloud. Use when designing SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| screenpipe Search your local screen recordings, audio transcripts, and computer activity from screenpipe. MCP serverGitHub-verified authorLocal · npm | 22,359 | — | ||
| storage-analyzer macOS / Windows / Linux 只读存储分析助手（自动识别系统）。扫描整机磁盘占用，找出 占空间大户，把每一项分成 🟢可自动清理 / 🟡需人工判断 / 🔴谨慎清理 三级并给出 可执行处置方案，生成排版精美、可折叠、命令可一键复制的交互式 HTML 报告，并可 起本地服务在网页上一键删 SkillInstall · skills CLI | 22,240 | MIT | ||
| excelize Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets MCP server | 21,138 | — | ||
| overleaf-sync Two-way sync between a local paper directory and an Overleaf project, so ARIS audit/edit workflows stay on the local copy while collaborators edit in SkillInstall · skills CLI | 19,162 | MIT | ||
| paper-compile Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says \"编译论文\", \"compile paper\", \"build PDF\", \"生成PDF\", or wants to compi SkillInstall · skills CLI | 19,162 | MIT | ||
| WrenAI GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into tru MCP server | 18,235 | — | ||
| MCP Toolbox for Databases MCP Toolbox for Databases enables your agent to connect to your database. MCP serverGitHub-verified authorLocal · Docker | 16,857 | Apache-2.0 | ||
| MCP Toolbox for Databases MCP Toolbox for Databases enables your agent to connect to your database. MCP serverGitHub-verified authorLocal · Docker | 16,854 | Apache-2.0 | ||
| docx Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of \"Word doc\ SkillInstall · skills CLI | 15,816 | Apache-2.0 | ||
| pptx Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presenta SkillInstall · skills CLI | 15,816 | Apache-2.0 | ||
| xlsx Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an ex SkillInstall · skills CLI | 15,816 | Apache-2.0 | ||
| OpenMetadata Official OpenMetadata MCP: 21 read and write tools for search, lineage, data quality, governance. MCP serverGitHub-verified authorRemoteDown | 15,762 | Apache-2.0 | ||
| kb-retriever 面向本地知识库目录的检索和问答助手。核心流程：(1)分层索引导航 (2)遇到PDF/Excel时必须先读取references学习处理方法 (3)处理文件后再检索。按文件类型组合使用 grep、Read、pdfplumber、pandas 进行渐进式检索，避免整文件加载。用户问题涉及"从知识库目录回 SkillInstall · skills CLI | 15,098 | MIT | ||
| chroma Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-f SkillInstall · skills CLI | 14,526 | MIT | ||
| faiss Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index SkillInstall · skills CLI | 14,526 | MIT | ||
| pinecone Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and name SkillInstall · skills CLI | 14,526 | MIT | ||
| qdrant-vector-search High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor SkillInstall · skills CLI | 14,526 | MIT | ||
| minimax-docx Professional DOCX document creation, editing, and formatting using OpenXML SDK (.NET). Three pipelines: (A) create new documents from scratch, (B) fil SkillInstall · skills CLI | 13,830 | MIT | ||
| minimax-pdf Use this skill when visual quality and design identity matter for a PDF. CREATE (generate from scratch): "make a PDF", "generate a report", "write a p SkillInstall · skills CLI | 13,830 | MIT | ||
| minimax-xlsx Open, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv). Use when the user asks to create, build, modify, an SkillInstall · skills CLI | 13,830 | MIT | ||
| kami Typeset professional documents with Kami templates: resumes, one-pagers, white papers, letters, portfolios, slide decks, and social media cards. Use w SkillInstall · skills CLI | 12,539 | MIT | ||
| database-optimizer Optimizes database queries and improves performance across PostgreSQL and MySQL systems. Use when investigating slow queries, analyzing execution plan SkillInstall · skills CLI | 12,355 | MIT | ||
| django-storages-s3 Use when configuring Django to store static and media files on AWS S3 with django-storages. Invoke when working with the STORAGES setting, S3 buckets, SkillInstall · skills CLI | 12,355 | MIT | ||
| ml-pipeline Designs and implements production-grade ML pipeline infrastructure: configures experiment tracking with MLflow or Weights & Biases, creates Kubeflow o SkillInstall · skills CLI | 12,355 | MIT | ||
| pandas-pro Performs pandas DataFrame operations for data analysis, manipulation, and transformation. Use when working with pandas DataFrames, data cleaning, aggr SkillInstall · skills CLI | 12,355 | MIT | ||
| postgres-pro Use when optimizing PostgreSQL queries, configuring replication, or implementing advanced database features. Invoke for EXPLAIN analysis, JSONB operat SkillInstall · skills CLI | 12,355 | MIT | ||
| spark-engineer Use when writing Spark jobs, debugging performance issues, or configuring cluster settings for Apache Spark applications, distributed data processing SkillInstall · skills CLI | 12,355 | MIT | ||
| sql-pro Optimizes SQL queries, designs database schemas, and troubleshoots performance issues. Use when a user asks why their query is slow, needs help writin SkillInstall · skills CLI | 12,355 | MIT | ||
| huggingface-datasets Use this skill for Hugging Face Dataset Viewer API workflows that fetch subset/split metadata, paginate rows, search text, apply filters, download par SkillInstall · skills CLI | 11,341 | Apache-2.0 | ||
| hive.pdf Read, write, merge, split, rotate, watermark, encrypt, and OCR PDF files using Python (pypdf, pdfplumber, reportlab, pypdfium2) and command-line tools SkillInstall · skills CLI | 11,161 | Apache-2.0 | ||
| antinet-doc-parse 软件开发工程师与数据科学家在构建RAG系统时，当需处理PDF/Word/Excel等多格式复杂文档，用此技能可自动触发三级解析降级，一键输出高置信度结构化Markdown与元数据，免去繁琐清洗，直接夯实企业知识库数据底座！ SkillInstall · skills CLI | 9,543 | — | ||
| baoyu-format-markdown 技术写作员与内容创作者在处理纯文本或 Markdown 稿件时，若需优化文章结构、添加 frontmatter 或自动修正中英文排版间距，使用此技能可一键生成专业美观的 {filename}-formatted.md 文件，让文档排版更完美。 SkillInstall · skills CLI | 9,543 | — | ||
| convert-documents-to-markdown Convert Word (.doc, .docx), PowerPoint (.ppt, .pptx), Excel (.xls, .xlsx), OpenDocument (.odt, .ods, .odp), RTF, EPUB, CSV, and PDF files to GitHub-Fl SkillInstall · skills CLI | 9,543 | — | ||
| doc-parse 将 PDF/PPT/Excel/Word 等多格式文档解析为结构化 Markdown，并输出元数据与解析置信度，作为 RAG 与四色卡片的数据底座。 SkillInstall · skills CLI | 9,543 | — | ||
| pdf-processing-pro 综合办公文员与软件开发工程师当需要批量处理PDF表单、提取表格或进行OCR识别时，使用内置脚本一键完成自动化提取与数据校验，彻底告别繁琐的手动录入，让复杂文档工作流高效、稳健落地。 SkillInstall · skills CLI | 9,543 | — | ||
| algorand-vulnerability-scanner Scans Algorand smart contracts for 11 common vulnerabilities including rekeying attacks, unchecked transaction fees, missing field validations, and ac SkillInstall · skills CLI | 8,179 | CC-BY-SA-4.0 | ||
| cairo-vulnerability-scanner Scans Cairo/StarkNet smart contracts for 6 critical vulnerabilities including felt252 arithmetic overflow, L1-L2 messaging issues, address conversion SkillInstall · skills CLI | 8,179 | CC-BY-SA-4.0 | ||
| cosmos-vulnerability-scanner Scans Cosmos SDK blockchain modules and CosmWasm contracts for consensus-critical vulnerabilities — chain halts, fund loss, state divergence. 25 core SkillInstall · skills CLI | 8,179 | CC-BY-SA-4.0 | ||
| solana-vulnerability-scanner Scans Solana programs for 6 critical vulnerabilities including arbitrary CPI, improper PDA validation, missing signer/ownership checks, and sysvar spo SkillInstall · skills CLI | 8,179 | CC-BY-SA-4.0 | ||
| substrate-vulnerability-scanner Scans Substrate/Polkadot pallets for 7 critical vulnerabilities including arithmetic overflow, panic DoS, incorrect weights, and bad origin checks. Us SkillInstall · skills CLI | 8,179 | CC-BY-SA-4.0 | ||
| ton-vulnerability-scanner Scans TON (The Open Network) smart contracts for 3 critical vulnerabilities including integer-as-boolean misuse, fake Jetton contracts, and forward TO SkillInstall · skills CLI | 8,179 | CC-BY-SA-4.0 | ||
| Agent-Native Analytics Agent-Native Amplitude/Mixpanel - connect data sources, prompt for charts MCP serverGitHub-verified authorRemoteSign-in needed | 7,691 | MIT | ||
| unstract LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows MCP server | 7,454 | — | ||
| birdeye Complete Birdeye API integration for real-time DeFi data across Solana and 15 other chains. Use for token prices, OHLCV charts, market discovery, on-c SkillInstall · skills CLI | 7,120 | — | ||
| bnbchain-mcp BNB Chain MCP server connection and tool usage. Covers npx @bnb-chain/mcp@latest, PRIVATE_KEY and RPC, and every MCP tool — blocks, transactions, cont SkillInstall · skills CLI | 7,120 | — | ||
| debridge Complete deBridge Protocol SDK for building cross-chain bridges, message passing, and token transfers on Solana. Use when building cross-chain applica SkillInstall · skills CLI | 7,120 | — | ||
| glam Solana vault management via GLAM Protocol. Triggers: glam, glam-cli, glam-sdk, vault create/manage, tokenized vault, share class, DeFi vault, treasury SkillInstall · skills CLI | 7,120 | — | ||
| helius Build Solana applications with Helius infrastructure. Covers transaction sending (Sender), asset/NFT queries (DAS API), real-time streaming (WebSocket SkillInstall · skills CLI | 7,120 | — | ||
| kleros-ipfs-upload Upload one Kleros-ecosystem file per paid request to IPFS through the Kleros x402 gateway for $0.01 USDC on Base mainnet. Use for dispute evidence, Me SkillInstall · skills CLI | 7,120 | — | ||
| metengine-data-agent Real-time smart money analytics API for Polymarket prediction markets, Hyperliquid perpetual futures, and Meteora Solana LP/AMM pools. 63 endpoints. P SkillInstall · skills CLI | 7,120 | — | ||
| nansen-mpp-payment Pay-per-call access to the Nansen API via MPP (Tempo). Use when a user wants anonymous Nansen access without an API key and without managing their own SkillInstall · skills CLI | 7,120 | — | ||
| octav-api Integrate with Octav API for cryptocurrency portfolio tracking, transaction history, and DeFi analytics across 50+ blockchain networks. Use when build SkillInstall · skills CLI | 7,120 | — | ||
| openserv-launch Launch tokens on Base blockchain via the OpenServ Launch API. Creates ERC-20 tokens with Aerodrome concentrated liquidity pools. Use when launching to SkillInstall · skills CLI | 7,120 | — | ||
| quicknode-skill Quicknode blockchain infrastructure for 80+ chains: Core RPC API, Streams, Webhooks, Blazar WSS, Solana gRPC, HyperCore gRPC, SQL Explorer, Metaplex D SkillInstall · skills CLI | 7,120 | — | ||
| web3-data Two services in one skill: (1) Web3 on-chain data via Chainbase CLI — use when the user asks about blockchain data, token holders, wallet addresses, t SkillInstall · skills CLI | 7,120 | — | ||
| lieflat-charts 一套模板驱动的数据可视化、PPT 演示与整页报告生成 skill，既能严格从 Lupi、Basics、Glance、Maps 与 Interactive gallery 的真实实现生成 HTML 图表，也能从 Presentation Mode 生成 HTML/PDF 演示，或从报告模板生成整页 H SkillInstall · skills CLI | 6,852 | — | ||
| n8n-binary-and-data Handle files and binary data in n8n correctly. Use when working with files, images, PDFs, attachments, uploads or downloads, base64, vision/multimodal SkillInstall · skills CLI | 6,642 | MIT | ||
| deepchat-data-import Help developers build third-party tools that import, inspect, migrate, or analyze DeepChat data. Use when Codex needs to work with DeepChat provider c SkillInstall · skills CLI | 6,390 | Apache-2.0 | ||
| deepchat-sdd-cleanup Use only when a developer explicitly asks to clean, prune, tidy, or organize DeepChat SDD documentation after implementation and validation. Scans doc SkillInstall · skills CLI | 6,390 | Apache-2.0 | ||
| docx Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When SkillInstall · skills CLI | 6,390 | Apache-2.0 | ||
| pdf Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude SkillInstall · skills CLI | 6,390 | Apache-2.0 | ||
| xlsx Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs t SkillInstall · skills CLI | 6,390 | Apache-2.0 | ||
| categorical-comparison-analysis 对两类分类数据进行对比分析，统计数量差异与比例关系并生成可视化图表。 SkillInstall · skills CLI | 6,079 | MIT | ||
| category-filtering-and-difficulty-analysis 对Excel数据进行自定义分类统计、交叉分析与可视化，并基于多维度指标（如文本长度、术语密度、正则匹配等）进行综合评分与分级，适用于多类别数据分布统计及文本内容难度/质量评估场景。 SkillInstall · skills CLI | 6,079 | MIT | ||
| category-statistics 提取指定类别列并统计各类别数量与占比，生成高分辨率的柱状图、饼图等组合可视化报告，适用于分类数据的分布情况分析。 SkillInstall · skills CLI | 6,079 | MIT | ||
| chart-embedded-export 从结构化数据中提取分类分布执行清洗与统计，生成多维度交叉分析、高分辨率对比图表及包含下载链接的完整分析报告，适用于大文件处理与嵌入式可视化场景。 SkillInstall · skills CLI | 6,079 | MIT | ||
| condition-filtering-and-large-file-optimization 根据数据规模动态选择处理策略。 SkillInstall · skills CLI | 6,079 | MIT | ||
| dynamic-large-file-parquet-analysis 动态统计Excel总行数，当数据量过大（≥10000行）时自动转换为Parquet格式加速读取，并对指定目标列进行条件筛选、分类汇总与结果导出，适用于超大体积Excel文件的快速读取与统计分析。 SkillInstall · skills CLI | 6,079 | MIT | ||
| dynamic-percentage-and-large-file-analysis 根据文件行数动态切换大文件处理策略（Parquet转换），通过逐行扫描或列匹配提取关键指标并计算占比、均值等统计量，最终输出结构化Excel报告及可视化图表。 SkillInstall · skills CLI | 6,079 | MIT | ||
| excel-bar-chart-visualization 读取多工作表Excel文件，自动处理合并单元格与数据清洗，进行交叉分组统计并生成带总计行的结果表，最后绘制支持中英文字体的美化柱状图，适用于多维度数据汇总与可视化分析。 SkillInstall · skills CLI | 6,079 | MIT | ||
| excel-basic-statistics-and-routing 对多Sheet Excel文件进行基础统计与，支持按条件筛选计算均值，以及从指定行区间提取数据去重求和，并生成结果文件与下载链接。 SkillInstall · skills CLI | 6,079 | MIT | ||
| excel-conditional-comparison-and-large-file-processing 对比Excel多表中的特定系数并对异常值进行颜色标记。 SkillInstall · skills CLI | 6,079 | MIT | ||
| excel-conditional-filtering-optimization 根据多维数值条件筛选 Excel 数据并导出结果，支持大规模数据的自动性能优化处理。 SkillInstall · skills CLI | 6,079 | MIT | ||
| excel-data-analysis-and-report-generation 从Excel提取多类型数据，并生成包含可视化图表与下载链接的综合分析报告。 SkillInstall · skills CLI | 6,079 | MIT | ||
| excel-large-file-processing-and-cleaning 读取多 sheet Excel 文件，动态识别目标列进行统计，并使用正则清洗文本字段提取中文字符，最终输出标准化 Excel 文件。 SkillInstall · skills CLI | 6,079 | MIT | ||
| excel-multi-sheet-dynamic-analysis 用于分析包含多个Sheet的Excel文件，动态判断数据量级以决定是否转换为Parquet进行大文件处理，并支持跨Sheet的特定字段统计、数据清洗、交叉分析与可视化，最终生成带下载链接的汇总报告。 SkillInstall · skills CLI | 6,079 | MIT | ||
| excel-multi-sheet-threshold-analysis 统计多Sheet Excel总行数并根据规模选择处理策略，提取特定维度信息进行去重统计，并生成摘要与明细报表。 SkillInstall · skills CLI | 6,079 | MIT | ||
| excel-outlier-detection-and-highlighting 识别 Excel 中的超限数值与错误单元格并进行高亮标注。 SkillInstall · skills CLI | 6,079 | MIT | ||
| excel-sheet-filter-export 动态统计多Sheet Excel文件行数以判断大文件处理逻辑，并根据特定条件筛选数据、重命名字段后导出为包含下载链接的新Excel文件，适用于多Sheet数据探查与条件过滤导出场景。 SkillInstall · skills CLI | 6,079 | MIT | ||
| excel-smart-analysis-and-cleaning 对多 Sheet Excel 进行智能清洗、跨表核对与可视化分析。。 SkillInstall · skills CLI | 6,079 | MIT | ||
| excel-statistical-viz-large-file 对 Excel 数据进行多维度统计分析与可视化。 SkillInstall · skills CLI | 6,079 | MIT | ||
| excel-threshold-analysis-and-styling 根据 Excel 数据量级自动判断处理策略，执行数值列清洗、条件过滤，并使用 openpyxl 对符合条件的单元格进行样式标记与导出。 SkillInstall · skills CLI | 6,079 | MIT | ||
| formatted-export-with-parquet 从多Sheet Excel文件中识别指定条件的记录，并将筛选结果以整行标红格式导出为Excel文件，适用于数据清洗、条件筛选与可视化标记场景。 SkillInstall · skills CLI | 6,079 | MIT | ||
| group-by-analysis 对多 Sheet 的 Excel 文件进行行数统计、大文件 Parquet 转换预处理、数据清洗及分组聚合分析，并生成带样式标记的统计表与可视化图表。 SkillInstall · skills CLI | 6,079 | MIT | ||
| grouped-statistics 对多 Sheet 的 Excel 文件进行行数统计、数据合并与前向填充。 SkillInstall · skills CLI | 6,079 | MIT | ||
| invalid-data-cleaning 用于大规模Excel数据的预处理，通过统计总行数判断是否转换为Parquet格式以提升读写效率，并使用正则表达式清洗指定文本列（如仅保留中文字符），最后导出清洗后的文件并提供下载链接。 SkillInstall · skills CLI | 6,079 | MIT | ||
| large-excel-analysis-and-formatting 用于处理多Sheet大型Excel文件，支持大文件Parquet格式转换提速，并使用openpyxl生成带条件高亮和自定义样式的格式化Excel报告及下载链接。 SkillInstall · skills CLI | 6,079 | MIT | ||
| large-file-conditional-formatting 根据Excel总行数自动切换Parquet加速读取，计算特定维度的时间序列平均值，并使用openpyxl输出带有条件格式（如低于均值标绿）和自定义样式的分析报告。 SkillInstall · skills CLI | 6,079 | MIT | ||
| large-file-kpi-analysis 根据数据量自动选择读取策略（大文件转Parquet），提取关键指标进行单位一致性验证与排序分析，并输出可下载的结果表格。 SkillInstall · skills CLI | 6,079 | MIT | ||
| large-file-parquet-analysis-and-highlight 当Excel文件总行数超过1万行时，通过转换为Parquet格式提升读取性能，提取目标指标并计算最大值，最后将结果输出为Excel并对特定行进行高亮标注。 SkillInstall · skills CLI | 6,079 | MIT | ||
| line-chart-visualization 提取结构化数据并进行特征清洗与聚类分析，生成包含趋势对比、分布特征与参数敏感性的多维度综合可视化图表，适用于各类趋势预测与多维对比场景。 SkillInstall · skills CLI | 6,079 | MIT | ||
| multi-file-excel-parquet-analysis 读取多 Sheet Excel 文件并统计规模，支持大文件向 Parquet 格式转换、分类数据统计及可视化报告生成。 SkillInstall · skills CLI | 6,079 | MIT | ||
| multi-sheet-reading-and-analysis 用于读取多工作表Excel文件，动态评估数据量以启用Parquet大文件优化，并执行正则清洗、分类汇总、线性拟合及生成带格式的图表与结果文件。 SkillInstall · skills CLI | 6,079 | MIT | ||
| numeric-extraction-and-distribution-analysis 从带单位的字符串列中提取数值并清洗，生成包含直方图、饼图、条形图和累积分布图的多维度综合分布可视化图表，用于展示数据的集中趋势与分布特征。 SkillInstall · skills CLI | 6,079 | MIT | ||
| numeric-format-normalization 对 Excel 数据进行数值格式标准化与清洗，支持大规模数据的 Parquet 转换流程，并完成关键指标的合计核对与结果文件导出。 SkillInstall · skills CLI | 6,079 | MIT | ||
| outlier-detection-and-quality-assessment 执行全面的异常值检测与数据质量评估，利用 IQR 方法识别异常值并结合偏度、峰度分析数据分布特征，适用于非正态分布数据的预处理阶段。 SkillInstall · skills CLI | 6,079 | MIT | ||
| pdf-analysis PDF 文档解析。自动区分文字型 PDF 与扫描型 PDF，覆盖：文本/表格提取、多页全量扫描、嵌入图表 caption、单位感知数值计算。 SkillInstall · skills CLI | 6,079 | MIT | ||
| pie-chart-data-analysis 对多Sheet Excel或CSV数据进行分类汇总统计，自动识别关键字段并生成包含占比、数值及美化饼图的可下载分析报告。 SkillInstall · skills CLI | 6,079 | MIT | ||
| pivot-table-cross-analysis 利用交叉表与热力图对分类数据进行多维度占比分析，适用于奖项分布、绩效评估或市场占有率等结构化数据的清洗与可视化。 SkillInstall · skills CLI | 6,079 | MIT | ||
| ppt-analysis PPT (.pptx/.ppt) 全量解析。覆盖：所有 slide 文本/表格/图表提取、嵌入图片 caption、纯图片 slide 渲染识别、数据标签提取。 SkillInstall · skills CLI | 6,079 | MIT | ||
| range-reading-and-large-file-analysis 读取多 Sheet Excel 文件，根据数据量动态选择处理策略，支持特定区域数据提取、大文件 Parquet 转换、统计分析及可视化图表生成。 SkillInstall · skills CLI | 6,079 | MIT | ||
| single-sheet-reading-and-analysis 读取并解析单个Excel工作表数据，支持合并单元格处理、数据清洗、交叉分析及多维度可视化，适用于需要从单表中提取关键指标并进行趋势模拟与图表生成的场景。 SkillInstall · skills CLI | 6,079 | MIT | ||
| sn-da-excel-workflow Excel 数据分析多步编排器。覆盖：(1) 读取多 Sheet Excel 文件并统计行数，(2) 大文件检测（≥10k 行自动 Parquet 优化），(3) 数据清洗（缺失值、文本标准化、无效字符），(4) 条件筛选与分类提取，(5) 跨 Sheet 统计聚合，(6) 导出 Excel/CSV SkillInstall · skills CLI | 6,079 | MIT | ||
| sn-da-large-file-analysis 万行以上 Excel 数据集的高性能分析引擎。提供 openpyxl read_only 流式读取（iter_rows 支持 10 万行以上）、Parquet 转换加速、内存优化、分块处理和大文件写入模式。**遇到以下任一情况就主动使用本 skill**：①数据行数 ≥ 10k（由 sn-da-ex SkillInstall · skills CLI | 6,079 | MIT | ||
| sn-da-non-spreadsheet-analysis Word / PDF / PPT 文档解析与数据分析引擎。覆盖三类文件格式的全量提取、表格数值化、图表理解与跨文档汇总分析。**遇到以下任一情况就主动使用本 skill**：①用户上传或指定了 .docx / .doc / .pdf / .pptx / .ppt 文件并要求分析、提取或统计其中内容； SkillInstall · skills CLI | 6,079 | MIT | ||
| sn-md-to-html-report 将 Markdown 报告、研究笔记、行业分析、战略备忘录、技术白皮书、复盘、周报等长文档，重组并创作为有编辑判断、网页美感和证据秩序的自包含 HTML 专题页。用户要求“转成 HTML”“网页化报告”“美化报告”“做成专题页”“便于分享”“提升可读性/设计感”“把报告做成网页”时使用。必须先写 p SkillInstall · skills CLI | 6,079 | MIT | ||
| stacked-chart-visualization 处理包含百分比字符串的分类占比数据，通过补全缺失维度并生成堆叠柱状图，直观展示多维度构成随时间或分类的变化趋势。 SkillInstall · skills CLI | 6,079 | MIT | ||
| statistical-distribution-and-outlier-analysis 执行数值型数据的分布分析与异常值检测，支持通过正则表达式从文本中提取误差项并生成高分辨率的箱线图与直方图报告。 SkillInstall · skills CLI | 6,079 | MIT | ||
| text-normalization-and-large-file-processing 对Excel文件进行文本标准化清洗（如去除异常前缀、提取纯中文字符等），并，最终输出清洗后的Excel文件并提供下载链接。 SkillInstall · skills CLI | 6,079 | MIT | ||
| time-series-and-categorical-analysis 对时间序列或分类数据进行多维度趋势分析、百分比清洗、绩效分级建模与预测，并生成高分辨率的可视化综合报告，适用于业务指标监控与预测场景。 SkillInstall · skills CLI | 6,079 | MIT | ||
| top-value-coloring 根据数据规模动态选择处理策略，对多表数据进行合并、统计筛选，并利用 openpyxl 实现关键指标的自动化样式高亮与格式化导出。 SkillInstall · skills CLI | 6,079 | MIT | ||
| trend-analysis 基于多维度数据进行分级评估与趋势预测，通过设定差异化增长率计算预测值，并生成对比可视化图表，适用于绩效评估、目标设定等场景。 SkillInstall · skills CLI | 6,079 | MIT | ||
| word-analysis Word (.docx/.doc) 文档全量解析。覆盖：正文/段落文本提取、表格数据提取、高亮/颜色格式读取、多文件汇总对比、嵌入图片转 caption。 SkillInstall · skills CLI | 6,079 | MIT | ||
| scgpt Embed and annotate single-cell expression data with scGPT, a foundation model for single-cell biology. Use this skill when: (1) Producing cell embeddi SkillInstall · skills CLI | 5,526 | Apache-2.0 | ||
| scvi-tools Probabilistic single-cell RNA-seq with scvi-tools — scVI for a batch-corrected latent space, scANVI for semi-supervised label transfer, and Bayesian d SkillInstall · skills CLI | 5,526 | Apache-2.0 | ||
| tabularis Open-source desktop SQL workspace with 3 built-in database drivers and 29 shipped driver plugins, including SQL Server, DuckDB, ClickHouse and Redis. MCP server | 5,471 | — | ||
| mirrord-db-branching Helps users configure mirrord.json for database branching, enabling isolated database copies for safe development and testing. Use when the user wants SkillInstall · skills CLI | 5,411 | MIT | ||
| yichen-content-archive 按用户当轮要求读取、下载或归档已知网页/社交媒体链接、URL 清单、已确认候选或明确的有限容器。支持显式有界站点归档；不用于关键词发现、推荐扩展或私人收藏导出。 SkillInstall · skills CLI | 5,261 | — | ||
| yichen-wechat-local-vault 微信本地数字资产库：支持 macOS 与已实测 Windows 环境的本地全量解析，包括全库采集、认证解密、聊天记录读取/搜索/导出，以及朋友圈和收藏正文解析。Mac 另支持增量刷新和漏看/待回复检查，默认微信1，微信2须明确指定。Windows 本机采集走 windows，离线聊天查询走 snap SkillInstall · skills CLI | 5,261 | — | ||
| yichen-wechat-mp-batch-exporter 批量下载微信公众号文章正文、历史文章列表、原创文章筛选、历史计数口径、阅读量、点赞/转发等指标、评论和评论回复。Use when the user asks to batch fetch mp.weixin.qq.com articles, export WeChat public-account SkillInstall · skills CLI | 5,261 | — | ||
| yichen-wecom-local-vault Read, decrypt, query, search, and export local WeCom/企业微信 5.x desktop databases on macOS into a private read-only vault, and match message images, fil SkillInstall · skills CLI | 5,261 | — | ||
| Jitsu Manage Jitsu data pipelines: destinations, streams, connections, functions, live events. MCP serverVerified domain · jitsu.comRemoteSign-in needed | 5,135 | MIT | ||
| analyze End-to-end data analysis dispatching Coder and Data-engineer for implementation, coder-critic for review. Supports R, Stata, Python, Julia. Replaces / SkillInstall · skills CLI | 5,013 | — | ||
| codebook Auto-generates a Markdown codebook from a dataset (CSV, DTA, Excel, Parquet) with types and summary statistics. Use when documenting variables. SkillInstall · skills CLI | 5,013 | — | ||
| compile-latex Compile a Beamer LaTeX slide deck with XeLaTeX (3 passes + bibtex). Use when compiling lecture slides. SkillInstall · skills CLI | 5,013 | — | ||
| create-lecture Create new Beamer lecture from papers and materials. Guided workflow with notation consistency. SkillInstall · skills CLI | 5,013 | — | ||
| data-analysis End-to-end data analysis workflow in R or Python — from exploration through regression to publication-ready tables and figures. Make sure to use this SkillInstall · skills CLI | 5,013 | — | ||
| data-analysis End-to-end R data analysis workflow from exploration through regression to publication-ready tables and figures SkillInstall · skills CLI | 5,013 | — | ||
| data-audit Scans notebooks for data file references and verifies each file exists on disk. Use when checking for broken data paths. SkillInstall · skills CLI | 5,013 | — | ||
| data-finder Find and assess datasets for a research question. Dispatches Explorer agents to search across data source categories, then Explorer-Critic to stress-t SkillInstall · skills CLI | 5,013 | — | ||
| data-scientist Data science methodology for Python research: EDA, validation, causal inference (IV, DiD, RD, synthetic control), clustering/PCA/UMAP, supervised ML, SkillInstall · skills CLI | 5,013 | — | ||
| education-data-context Interpretation guidance for Urban Institute Portal datasets. Coded values (-1/-2/-3), year definitions, grade encoding, suppression, licensing, cross- SkillInstall · skills CLI | 5,013 | — | ||
| education-data-explorer Discovers education data from Urban Institute Portal: endpoints, variables, year coverage, join keys (CCD, IPEDS, CRDC, Scorecard, SAIPE). Use to map SkillInstall · skills CLI | 5,013 | — | ||
| education-data-query Downloads education datasets from configured mirror sources (parquet/CSV) with local Polars filtering. Use when writing fetch scripts or retrieving CC SkillInstall · skills CLI | 5,013 | — | ||
| education-data-source-campus-safety CSS — annual Clery Act crime/fire safety for Title IV institutions. Portal: hate crimes only (2005-2021); primary offenses, VAWA, arrests, fire safety SkillInstall · skills CLI | 5,013 | — | ||
| education-data-source-ccd CCD — federal universe of all U.S. public K-12 schools (~100K) and districts (~18K). Enrollment, staffing, finance, directory data (1986-present). Use SkillInstall · skills CLI | 5,013 | — | ||
| education-data-source-crdc CRDC — biennial OCR survey of all U.S. public schools (2011-2021). Discipline, course access, harassment, restraint/seclusion by race/sex/disability/E SkillInstall · skills CLI | 5,013 | — | ||
| education-data-source-eada EADA — college athletics gender equity (~2,000+ institutions, 2002-2021). Participation, coaching, salaries, expenses, revenues, athletic aid by gende SkillInstall · skills CLI | 5,013 | — | ||
| education-data-source-edfacts EDFacts — K-12 outcomes: assessment proficiency, ACGR graduation rates, ESSA accountability at school/district level (2009-2020). Within-state trends SkillInstall · skills CLI | 5,013 | — | ||
| education-data-source-fsa FSA — Title IV aid at institution level (~5,500 institutions, 1999-2021). Pell Grants, Direct/PLUS loans, campus-based aid, financial responsibility s SkillInstall · skills CLI | 5,013 | — | ||
| education-data-source-ipeds IPEDS — primary federal postsecondary data (~6,500 institutions, 1980-present): enrollment, completions, graduation rates, finance, aid, admissions, H SkillInstall · skills CLI | 5,013 | — | ||
| education-data-source-meps MEPS — Urban Institute modeled school-level poverty (% at 100% FPL), from CCD + SAIPE (public schools, 2009-2022, 2-3yr lag). Use when FRPL is unrelia SkillInstall · skills CLI | 5,013 | — | ||
| education-data-source-nacubo NACUBO endowment data (~650 institutions, 2012-2022). Portal: 7 columns only (total endowment, per-FTE, YoY change). Use for endowment size/trends. Fu SkillInstall · skills CLI | 5,013 | — | ||
| education-data-source-nccs NCCS — Form 990 data for private nonprofit colleges (Portal: IPEDS-matched, 1993-2016). Revenue, expenses, assets, endowment, governance beyond IPEDS. SkillInstall · skills CLI | 5,013 | — | ||
| education-data-source-nhgis NHGIS — census geography crosswalks via Portal: links schools (ncessch) and colleges (unitid) to tracts, block groups, CBSAs (1990-2020). Census demog SkillInstall · skills CLI | 5,013 | — | ||
| education-data-source-pseo PSEO — Census data linking graduates to employment via LEHD wage records. Earnings percentiles at 1/5/10 years post-graduation by institution, degree, SkillInstall · skills CLI | 5,013 | — | ||
| education-data-source-saipe SAIPE — annual Census poverty estimates for school districts (Portal; county/state not in Portal). Use for district poverty, Title I context, or trend SkillInstall · skills CLI | 5,013 | — | ||
| education-data-source-scorecard College Scorecard — post-enrollment outcomes linking aid records to IRS/Treasury earnings. Earnings, loan repayment, debt via six Portal sub-datasets. SkillInstall · skills CLI | 5,013 | — | ||
| election-data-source-countypres County Presidential Returns 2000-2024 (MIT MEDSL). Vote shares, party trends, turnout by county_fips (joins census/education data). Requires HARVARD_D SkillInstall · skills CLI | 5,013 | — | ||
| extract-tikz Extract TikZ diagrams from Beamer source, compile to PDF, convert to SVG with 0-based indexing. Use when updating TikZ diagrams for Quarto slides. SkillInstall · skills CLI | 5,013 | — | ||
| geopandas Spatial data: GeoDataFrames, spatial joins, CRS/projections, choropleth/interactive maps, spatial autocorrelation, PySAL. Use for geographic data, spa SkillInstall · skills CLI | 5,013 | — | ||
| i3 RAG Builder with Parallel Document Processing Vector database construction with local embeddings (zero cost) Handles PDF download, text extraction, ch SkillInstall · skills CLI | 5,013 | — | ||
| linearmodels Panel data, IV/GMM, system regression. PanelOLS (FE/RE), BetweenOLS, Fama-MacBeth, IV2SLS/LIML/GMM, SUR, 3SLS, Driscoll-Kraay SEs. Use for RE/between, SkillInstall · skills CLI | 5,013 | — | ||
| polars Polars DataFrame library for high-performance data manipulation. Lazy/eager execution, expressions, I/O (CSV, Parquet, JSON), aggregations, joins, str SkillInstall · skills CLI | 5,013 | — | ||
| pyfixest Fast high-dimensional fixed effects: OLS, Poisson, IV with multi-way FE; DiD (TWFE, did2s, Sun-Abraham); clustered SEs; etable/coefplot/iplot. Use for SkillInstall · skills CLI | 5,013 | — | ||
| python-econ-computing Use when writing Python code for DSGE models, HANK models, numerical economic computation, causal inference, or quantitative economic data analysis SkillInstall · skills CLI | 5,013 | — | ||
| scikit-learn Machine learning: clustering, PCA/t-SNE/UMAP, classification, prediction regression (Ridge/Lasso/ensemble), cross-validation, Pipelines. For unsupervi SkillInstall · skills CLI | 5,013 | — | ||
| split-pdf Download, split, and deeply read academic PDFs. Use when asked to read, review, or summarize an academic paper. Splits PDFs into 4-page chunks, reads SkillInstall · skills CLI | 5,013 | — | ||
| stata-data-cleaning Clean and transform messy data in Stata with reproducible workflows SkillInstall · skills CLI | 5,013 | — | ||
| stata-python-translation Stata-to-Python translation for data analysis. Maps Stata commands (reghdfe, xtreg, ivregress, margins, esttab, svy:) to Python (polars, pyfixest, sta SkillInstall · skills CLI | 5,013 | — | ||
| stata-regression Run regression analyses in Stata with publication-ready output tables. SkillInstall · skills CLI | 5,013 | — | ||
| statsmodels Statistical modeling: OLS/WLS/GLS, GLM (logit, probit, Poisson), time series (ARIMA, VAR), mixed effects, diagnostics. Formula API. Use for regression SkillInstall · skills CLI | 5,013 | — | ||
| svy Complex survey analysis: strata/PSU/weights, variance estimation (Taylor, BRR, jackknife, bootstrap), survey GLM, domain analysis, calibration. Polars SkillInstall · skills CLI | 5,013 | — | ||
| validate-bib Validate bibliography entries against citations in all lecture files. Find missing entries and unused references. SkillInstall · skills CLI | 5,013 | — | ||
| database-optimizer Use when investigating slow queries, analyzing execution plans, or optimizing database performance. Invoke for index design, query rewrites, configura SkillInstall · skills CLI | 4,708 | MIT | ||
| database-scout Explore SQLite and PostgreSQL databases: list tables, inspect schemas (columns/types/constraints), preview data, generate Mermaid ER diagrams, and run SkillInstall · skills CLI | 4,708 | MIT | ||
| dataset-quality-audit Run comprehensive quality checks on tabular data (CSV/Excel/TSV/JSON), detecting missing values, duplicates, outliers, format issues, and type inconsi SkillInstall · skills CLI | 4,708 | MIT | ||
| r2-upload Upload files to Cloudflare R2, AWS S3, or any S3-compatible storage (like MinIO) and generate secure, time-limited presigned download links with confi SkillInstall · skills CLI | 4,708 | MIT | ||
| regression-modeler Run regression analysis (OLS or logistic) on uploaded CSV/Excel data, generating coefficients, R², p-values, VIF, and plain-language interpretation. T SkillInstall · skills CLI | 4,708 | MIT | ||
| sql-insight Translate natural language to SQL, optimize query performance, and interpret EXPLAIN plans for SQLite and PostgreSQL. Triggered when users ask to conv SkillInstall · skills CLI | 4,708 | MIT | ||
| analytics-dashboard Turn a LinkedIn Analytics export into an interactive dark-themed React dashboard plus a written strategic analysis with 5 data-backed content recommen SkillInstall · skills CLI | 4,698 | MIT | ||
| asset-manager outputs/ 目录下的产物管理：按日期/平台/类型归档、打标签、搜索历史内容、生成素材清单。 当用户说"整理素材"、"归档"、"找之前的内容"、"搜索历史"、"素材管理"、 "outputs 整理"、"之前做的"时使用。 与其他 produce 层 SKILL 的区别：produce 层负责生成 SkillInstall · skills CLI | 4,670 | Apache-2.0 | ||
| data-report 把 CSV、Excel 或 JSON 数据生成包含 KPI、图表和洞察的完整可视化报告页。当用户说“数据报告、CSV/Excel 转报告、做 KPI 看板、生成可视化报告页”时使用。单张图表用 chart-visualization；信息图或 GIF 动画图表用 infographic。 SkillInstall · skills CLI | 4,670 | Apache-2.0 | ||
| prest Instant REST and MCP APIs for PostgreSQL and MySQL, on existing or new databases. CRUD, custom SQL routes, auth and ACL without writing a backend. Low MCP server | 4,634 | — | ||
| Excel MCP Server Create and edit Excel files with AI: charts, PivotTables, formulas. No Excel needed. MCP serverGitHub-verified authorLocal · PyPI | 4,295 | MIT | ||
| downtrend-duration-analyzer Analyze historical downtrend durations and generate interactive HTML histograms showing typical correction lengths by sector and market cap. SkillInstall · skills CLI | 4,283 | MIT | ||
| cdf-image-attribute-augmentation Run the CDF Orchestration Image Attribute Augmentation DAG on Kubernetes - person-crop clothing augmentation, attribute search, and augmented dataset SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| cdf-orchestration-write-dag Use when a user describes a custom CDF Orchestration pipeline — a specific ordered combination of stages such as augmentation only, auto-labeling only SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| cdf-simulation Component-owned guidance for CDF Simulation requests submitted directly or through Airflow-triggered DIG Flow Catalog prompts — golden THT board, THT SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| cdf-video-data-augmentation Run the CDF Video Data Augmentation Airflow workflow on Kubernetes or OSMO to create Cosmos video-to-video variants and auto-label both source and gen SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| cudf-query-engine-builder Build the first native, single-GPU cuDF path in a query engine, or complete its initial adapter. Use for libcudf C++ or cuDF Java implementation, buff SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| cuml Use when writing, running, debugging or upgrading Python code that uses NVIDIA cuML (GPU machine learning), cuml.accel (zero-code-change GPU accelerat SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| cuopt-multi-objective-exploration Trace, complete, and interpret the Pareto frontier across competing objectives using repeated single-objective cuOpt solves (weighted-sum and ε-constr SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| cuopt-numerical-optimization-api LP, MILP, and QP (beta) with cuOpt — Python, C, and CLI. Use when the user is solving LP, MILP, or QP with any cuOpt interface. SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| cuopt-numerical-optimization-formulation LP, MILP, QP — concepts, problem-text parsing, and formulation patterns (parameters, constraints, decisions, objective). Concepts only; no API. SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| cuopt-routing-api-python Vehicle routing (VRP, TSP, PDP) with cuOpt — Python API only. Use when the user is building or solving routing in Python. SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| cuopt-server-api-python cuOpt REST server — start server, endpoints, Python/curl client examples. Use when the user is deploying or calling the REST API. SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| dali-dynamic-mode DALI imperative dynamic mode (`nvidia.dali.experimental.dynamic`, ndd): use when working on ndd code or migrating pipelines; skip pipeline-only tasks. SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| data-designer Use when the user wants to create a dataset, generate synthetic data, or build a data generation pipeline. The argument is the description of the data SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| fastgen-dataset Prepare, register or repair datasets for NVIDIA FastGen loaders: class-conditional ZIPs, WebDataset shards of images, prompts, latents, videos, audio SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| genomics-workflow-acceleration Use when accelerating existing genomics workflows with NVIDIA Parabricks, improving runtime or price/performance, converting pipeline steps to GPUs, o SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| nemo-retriever Use when searching, extracting, ingesting, or querying a document collection with the NeMo Retriever 26.8.1 CLI, including local LanceDB indexes and d SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| nemo-retriever-mcp Use when a task needs to search or add documents through NeMo Retriever MCP. SkillInstall · skills CLI | 3,954 | Apache-2.0 | ||
| DBHub Token-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite MCP serverGitHub-verified authorLocal · npm | 3,841 | MIT | ||
| bio-database-evidence Unified biological database evidence owner. Use for gene annotation, variant clinical significance, cancer mutation evidence, GWAS trait associations, SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| chembl-database Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibit SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| clinicaltrials-database Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| clinpgx-database Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| creating-data-visualizations Create analytical charts and plots from existing data. Use for exploratory or reporting visuals such as bars, lines, scatters, and dashboards; not for SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| dask Parallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, task graphs, for larger-than-RAM SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| data-artist Create beautiful data visualizations with mathematical elegance, color theory, and narrative design - the "Data is Beautiful" aesthetic. SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| datacommons-client Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working with demo SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| datavis Comprehensive data visualization toolkit for creating beautiful, mathematically elegant visualizations with D3.js, Chart.js, and custom SVG. Use when SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| designing-experiments Design experiments and quasi-experiments before analysis. Use when choosing study design, treatment/control structure, outcomes, assumptions, validati SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| detecting-data-anomalies Investigate outliers, rare events, spikes, and suspicious records in datasets. Use as an explicit anomaly-analysis helper when you want concrete anoma SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| detecting-performance-regressions Compare current benchmark results against historical baselines to spot performance regressions. Use as an explicit/manual helper for build-to-build de SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| dnanexus-integration DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipel SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| doc Use when the task involves reading, creating, or editing `.docx` documents, especially when formatting or layout fidelity matters; prefer `python-docx SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| document-skills Umbrella skill for document workflows (PDF/DOCX/XLSX/PPTX). Dispatches to the most specific document skill to reduce noise and improve routing precisi SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| docx Document toolkit (.docx). Create/edit documents, tracked changes, comments, formatting preservation, text extraction, for professional document proces SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| docx-comment-reply Reply to comments (批注) in Word .docx/.doc files: extract comment context, draft replies, write threaded replies back, and validate OOXML. SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| ena-database Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics and bioinf SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| file-organizer Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and au SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| geopandas Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| imaging-data-commons Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| lamindb This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| markitdown Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, Z SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| matchms Spectral similarity and compound identification for metabolomics. Use for comparing mass spectra, computing similarity scores (cosine, modified cosine SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| medchem Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, complexity metrics, for compound prioritiz SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| metabolomics-workbench-database Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR data, m/z searches, study metadata, fo SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| metric-calculator Compute well-defined metrics from existing formulas, datasets, or test outputs. Use as an explicit/manual helper when the metric definition is already SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| ml-data-leakage-guard Detects and prevents data leakage in machine learning and mathematical modeling. Use after ML tasks involving data cleaning, feature engineering, data SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| neurokit2 Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this skill wh SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| omero-integration Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for high- SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| pathml Computational pathology toolkit for analyzing whole-slide images (WSI) and multiparametric imaging data. Use this skill when working with histopatholo SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| pdf PDF manipulation toolkit. Extract text/tables, create PDFs, merge/split, fill forms, for programmatic document processing and analysis. SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| plotly Interactive scientific and statistical data visualization library for Python. Use when creating charts, plots, or visualizations including scatter plo SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| polars Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel ex SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| pptx-posters Create research posters using HTML/CSS that can be exported to PDF or PPTX. Use this skill ONLY when the user explicitly requests PowerPoint/PPTX post SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| preprocessing-data-with-automated-pipelines Design and implement repeatable preprocessing pipelines for cleaning, encoding, transforming, and validating ML input data. SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| pydeseq2 Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for R SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| pydicom Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medic SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| scientific-data-preprocessing ⚠️ CRITICAL USER EXPERIENCE-BASED SKILL - ALWAYS CONSULT BEFORE DATA PREPROCESSING ⚠️ Prevents catastrophic errors (88.9% error rate in V1.0 case stud SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| scikit-survival Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill when working with censored surv SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| spreadsheet Use when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) using Python (`openpyxl`, `pandas`), especia SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| vaex Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| xan High-performance CSV processing with xan CLI for large tabular datasets, streaming transformations, and low-memory pipelines. SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| xlsx Spreadsheet toolkit (.xlsx/.csv). Create/edit with formulas/formatting, analyze data, visualization, recalculate formulas, for spreadsheet processing SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| zarr-python Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale scientific co SkillInstall · skills CLI | 3,816 | Apache-2.0 | ||
| scenario-admin-analytics Use when answering Scenario admin analytics questions about Creative Unit consumption, most-used models, usage by user or project, AI adoption observa SkillInstall · skills CLI | 3,764 | MIT | ||
| scenario-asset-analysis Use when finished Scenario assets have to give something back: a caption for a dataset or alt text, a reusable style description, a verdict against a SkillInstall · skills CLI | 3,764 | MIT | ||
| scenario-sparc3d Use when turning images or photos into 3D meshes with Sparc3D models on Scenario via MCP: single-image or multi-view image-to-3D, watertight meshes fo SkillInstall · skills CLI | 3,764 | MIT | ||
| pinme-r2 Use when a PinMe Cloudflare Worker needs R2 object storage, including secure file or image upload, streaming download, metadata lookup, deletion, list SkillInstall · skills CLI | 3,760 | MIT | ||
| apify-product-lookup Fetch a real product's current price, stock, rating, or images from retailer pages over the Apify MCP server, and return them as typed fields rather t SkillInstall · skills CLI | 3,743 | MIT | ||
| box-automation Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rub SkillInstall · skills CLI | 3,743 | MIT | ||
| doc-ocr 文档文字识别。用户提供 PDF/扫描件/图片（合同、发票、书页、截图），需要提取文字、转成可编辑文本时使用。扫描件自动 OCR（macOS Vision，中英文）。Document OCR: extract editable text from PDFs, scans, and images (co SkillInstall · skills CLI | 3,743 | MIT | ||
| dropbox-automation Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for cu SkillInstall · skills CLI | 3,743 | MIT | ||
| google-drive-automation Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, shar SkillInstall · skills CLI | 3,743 | MIT | ||
| google-drive-upload Upload files directly to Google Drive via a deployed Google Apps Script web app. Trigger on: upload to Drive, save to Drive, send to Drive, put this i SkillInstall · skills CLI | 3,743 | MIT | ||
| immich-photo-manager Manage your self-hosted Immich photo library through conversation: natural language and OCR search, geographic album curation, duplicate detection, pe SkillInstall · skills CLI | 3,743 | MIT | ||
| one-drive-automation Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tool SkillInstall · skills CLI | 3,743 | MIT | ||
| supabase-automation Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Alwa SkillInstall · skills CLI | 3,743 | MIT | ||
| wiki-export Export the Obsidian wiki graph to JSON, GraphML, Neo4j Cypher, Postgres/SQL, HTML, or OKF bundles. Use when transferring or visualizing wiki data in e SkillInstall · skills CLI | 3,724 | MIT | ||
| wiki-import Import a wiki graph into the current vault from graph.json or an OKF/markdown bundle. Use for transferring previously exported wiki content between va SkillInstall · skills CLI | 3,724 | MIT | ||
| Grafana An MCP server giving access to Grafana dashboards, data and more. MCP serverGitHub-verified authorLocal · Docker | 3,664 | Apache-2.0 | ||
| aws-data-analytics Data lake, analytics, and ETL workflows with S3 Tables, AWS Glue, and Athena. PluginAnthropic marketplace | 3,480 | Apache-2.0 | ||
| postgres-mcp Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents. MCP server | 3,476 | — | ||
| alphafold-database-fetch-and-analyze Retrieve and analyze AlphaFold predicted structures for a protein. Use when the user provides a specific UniProt Accession ID and wants structural con SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| alphagenome-atlas-website-links Constructs deep-links and URLs for the AlphaGenome Atlas website. Supports generating single-variant exploration links (1-based VCF-style coordinates) SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| alphagenome-single-variant-analysis Analyzes genetic variant effects on gene expression (RNA-seq), chromatin accessibility (DNASE), histone marks (ChIP), and transcription factors using SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| alphagenome-variant-impact-score Score, annotate, and analyze the functional impact of genetic variants using AlphaGenome Variant Impact (AVI) scores. Query variants in chr:pos:ref>al SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| chembl-database Query the ChEMBL database for bioactive molecules, drug targets, bioactivity data, approved drugs, and chemical structures. Use when the user asks abo SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| clinical-trials-database Query ClinicalTrials.gov via APIv2. Use when you want to search for trials by condition, drug, location, status, or phase; retrieve trial details by N SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| clinvar-database Use when needing clinical significance, pathogenicity classifications (e.g., Pathogenic, Benign, VUS), clinical evidence rationales, or finding "hard SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| dbsnp-database Use when you want to look up, map, and search for short genetic variants (SNPs, indels) in NCBI's dbSNP database. Resolves between rsIDs, genomic coor SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| embl-ebi-ols Query and search the EMBL-EBI Ontology Lookup Service (OLS) for biomedical ontology terms, definitions, and hierarchies across 250+ ontologies (e.g., SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| encode-ccres-database Query the ENCODE Registry of cis-Regulatory Elements (cCREs) via the SCREEN GraphQL API, or make custom queries to the ENCODE Portal REST API for expe SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| ensembl-database Query the Ensembl database to resolve gene, transcript, and protein IDs, fetch genomic or protein sequences, retrieve gene structures (exons), and get SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| foldseek-structural-search Performs 3D structural searches of proteins against various databases (PDB, AlphaFold, CATH, MGnify, etc.) using the Foldseek API. Use ONLY when the u SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| gnomad-database Query the Genome Aggregation Database (gnomAD). Use when determining the rarity or allele frequency of specific genetic variants, retrieving gene cons SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| gtex-database Use when you want to retrieve quantitative RNA expression data and variant eQTL information from the GTEx (Genotype-Tissue Expression) Project across SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| human-protein-atlas-database Use when you want to retrieve semi-quantitative protein expression and spatial localisation data from the Human Protein Atlas (HPA). SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| interpro-database Identify domains, families, and sites in proteins; find all proteins in a family or sharing a domain; explore species distribution for a domain; annot SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| jaspar-database Query the JASPAR database for Transcription Factor (TF) binding profiles. Use when retrieving Position Frequency Matrices (PFMs) or Position Weight Ma SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| ncbi-sequence-fetch Retrieve protein and nucleotide sequences from NCBI databases using E-utilities. Supports direct accession lookup, CDS translation, gene+organism sear SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| openfda-database Query, search, and download data from the openFDA API for drugs, devices, foods, tobacco, cosmetics, animal and veterinary products, substances, and t SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| opentargets-database Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, fo SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| pdb-database Use when you want to search for or download experimentally-determined 3D structures for biomolecules (proteins, nucleic acids, bound ligands). Support SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| protein-sequence-msa Performs multiple sequence alignment of proteins with EBI Clustal Omega. Use when you need to align multiple sequences to assess similarity, domain co SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| protein-sequence-similarity-search Searches for homologous protein sequences using MMseqs2 (fast, default) or BLAST (comprehensive, fallback). Trigger this whenever the user provides a SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| pubchem-database Query PubChem, search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics. Use when a user ask SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| pubmed-database Search PubMed for scientific literature, including published clinical trials. Fetch abstracts and full text. Link published research to biological dat SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| quickgo-database Query the QuickGO and Evidence & Conclusion Ontology (ECO) REST API. Use this when you need to map genes to biological processes, molecular functions, SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| reactome-database Query the Reactome database (Analysis and Content Services). Use when the user asks about pathway analysis, gene list enrichment, retrieving results b SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| string-database Query the STRING database for protein-protein interactions (PPIs), functional enrichment, and homology. Use when the user asks about interactions betw SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| ucsc-conservation-and-tfbs Fetch Evolutionary Conservation scores (phyloP, phastCons) and Transcription Factor Binding Sites (TFBS) from the UCSC Genome Browser. Use when analyz SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| unibind-database Queries the UniBind database for experimentally validated transcription factor (TF) binding sites. Use when retrieving direct TF-DNA interaction datas SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| uniprot-database Access protein metadata, function, taxonomy, and sequences across UniProtKB, UniParc, and UniRef. Use when searching for proteins, mapping identifiers SkillInstall · skills CLI | 3,472 | Apache-2.0 | ||
| RevoGrid DataGrid MCP Token-free MCP server for structured RevoGrid Core, Pro, and Enterprise knowledge retrieval. MCP serverGitHub-verified authorRemote● LiveFree to try | 3,466 | MIT | ||
| LINQ to DB Inspect database schemas and execute SQL queries across multiple database providers with LINQ to DB. MCP serverGitHub-verified authorLocal · NuGet | 3,334 | MIT | ||
| designing-data-intensive-applications Apply Martin Kleppmann-inspired data-system rules when designing reliability, scalability, consistency, replication, transactions, streams, or schema SkillInstall · skills CLI | 3,265 | MIT | ||
| azure-ai-document-intelligence-dotnet Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models. Use for invoic SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-ai-document-intelligence-ts Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-cosmos-db-py Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual au SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-cosmos-java Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns. Triggers: "CosmosClient SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-cosmos-py Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. Triggers: "cosmos db", "CosmosC SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-cosmos-rust Azure Cosmos DB library for Rust (NoSQL API). Document CRUD, containers, and globally distributed data. Triggers: "cosmos db rust", "CosmosClient rust SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-cosmos-ts Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, a SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-data-tables-java Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-data-tables-py Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations. Triggers: "table storage", "T SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-kusto Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series analysis. WHEN: KQL queries, Kusto d SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-mgmt-mongodbatlas-dotnet Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or delet SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-postgres-ts Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, con SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-resource-manager-cosmosdb-dotnet Azure Resource Manager SDK for Cosmos DB in .NET. Use for MANAGEMENT PLANE operations: creating/managing Cosmos DB accounts, databases, containers, th SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-resource-manager-mysql-dotnet Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments. Use for creating servers, databases, firewall rul SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-resource-manager-postgresql-dotnet Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments. Use for creating servers, databases, fi SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-resource-manager-redis-dotnet Azure Resource Manager SDK for Redis in .NET. Use for MANAGEMENT PLANE operations: creating/managing Azure Cache for Redis instances, firewall rules, SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-resource-manager-sql-dotnet Azure Resource Manager SDK for Azure SQL in .NET. Use for MANAGEMENT PLANE operations: creating/managing SQL servers, databases, elastic pools, firewa SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-search-documents-dotnet Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search. Cover SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-search-documents-py Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets. Triggers: "azure-search-documents", " SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-storage Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage access tiers SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-storage-blob-java Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, workin SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-storage-blob-py Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle. Triggers: "blob storage", " SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-storage-blob-rust Azure Blob Storage library for Rust. Upload, download, and manage blobs and containers. Triggers: "blob storage rust", "BlobClient rust", "upload blob SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-storage-blob-ts Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs an SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-storage-file-datalake-py Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations. Triggers: "data lak SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-storage-file-share-py Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud. Triggers: "azure-storage-file-share", SkillInstall · skills CLI | 3,203 | MIT | ||
| azure-storage-file-share-ts Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations. Use for creating shares, managing directories, u SkillInstall · skills CLI | 3,203 | MIT | ||
| kql KQL language expertise for writing correct, efficient Kusto Query Language queries. Covers syntax gotchas, join patterns, dynamic types, datetime pitf SkillInstall · skills CLI | 3,203 | MIT | ||
| office-file-process 处理 Office 文档的一站式 skill：Word(.doc/.docx/.dotx)、Excel(.xls/.xlsx/.xlsm/.csv)、PowerPoint(.ppt/.pptx/.potx) 的创建、读取、编辑、提取、转换、校验。触发：『读取 word 文档』『提取 excel 内容 SkillInstall · skills CLI | 3,174 | Apache-2.0 | ||
| pptgen-drawio 根据论文或汇报内容生成多页 Draw.io 格式 PPT，支持论文答辩与通用汇报两种模式，自动导出为 .pptx。当用户提到论文答辩 PPT、答辩幻灯片、通用 PPT、汇报 PPT、根据模板生成 PPT、drawio2pptx 时使用。 SkillInstall · skills CLI | 3,174 | Apache-2.0 | ||
| data-dashboard Build a dense, data-heavy screen - an analytics console or a trading terminal - with real charts drawn from tokens: candlestick, volume, depth, stacke SkillInstall · skills CLI | 3,171 | MIT | ||
| free-stockdb 面向 A 股日K、分钟K与ETF分钟数据的本地量化引擎，集成增量同步、本地缓存、复权、批量查询、回测与指标计算。 MCP server | 3,170 | — | ||
| entity-registry Use when the user asks to "optimize entity presence", reconcile an entity identity, or update canonical Knowledge Graph facts; audits and maintains ma SkillInstall · skills CLI | 3,142 | Apache-2.0 | ||
| alphafold Validate protein designs using AlphaFold2 structure prediction. Use this skill when: (1) Validating designed sequences fold correctly, (2) Predicting SkillInstall · skills CLI | 3,107 | — | ||
| alphafold-database Access AlphaFold's 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLD SkillInstall · skills CLI | 3,107 | — | ||
| anndata This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental m SkillInstall · skills CLI | 3,107 | — | ||
| arboreto Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data SkillInstall · skills CLI | 3,107 | — | ||
| bindcraft End-to-end binder design using BindCraft hallucination. Use this skill when: (1) Designing protein binders with built-in AF2 validation, (2) Running p SkillInstall · skills CLI | 3,107 | — | ||
| bindingdb-database Query BindingDB for measured drug-target binding affinities (Ki, Kd, IC50, EC50). Search by target (UniProt ID), compound (SMILES/name), or pathogen. SkillInstall · skills CLI | 3,107 | — | ||
| bio-admet-prediction Predicts ADMET properties using ADMETlab 3.0 API or DeepChem models. Estimates bioavailability, CYP inhibition, hERG liability, and 119 toxicity endpo SkillInstall · skills CLI | 3,107 | — | ||
| bio-alignment-io Read, write, and convert multiple sequence alignment files using Biopython Bio.AlignIO. Supports Clustal, PHYLIP, Stockholm, FASTA, Nexus, and other a SkillInstall · skills CLI | 3,107 | — | ||
| bio-alignment-msa-parsing Parse and analyze multiple sequence alignments using Biopython. Extract sequences, identify conserved regions, analyze gaps, work with annotations, an SkillInstall · skills CLI | 3,107 | — | ||
| bio-alignment-msa-statistics Calculate alignment statistics including sequence identity, conservation scores, substitution matrices, and similarity metrics. Use when comparing ali SkillInstall · skills CLI | 3,107 | — | ||
| bio-alignment-pairwise Perform pairwise sequence alignment using Biopython Bio.Align.PairwiseAligner. Use when comparing two sequences, finding optimal alignments, scoring s SkillInstall · skills CLI | 3,107 | — | ||
| bio-atac-seq-atac-peak-calling Call accessible chromatin regions from ATAC-seq data using MACS3 with ATAC-specific parameters. Use when identifying open chromatin regions from align SkillInstall · skills CLI | 3,107 | — | ||
| bio-atac-seq-atac-qc Quality control metrics for ATAC-seq data including fragment size distribution, TSS enrichment, FRiP, and library complexity. Use when assessing ATAC- SkillInstall · skills CLI | 3,107 | — | ||
| bio-atac-seq-differential-accessibility Find differentially accessible chromatin regions between conditions using DiffBind or DESeq2. Use when comparing chromatin accessibility between treat SkillInstall · skills CLI | 3,107 | — | ||
| bio-atac-seq-footprinting Detect transcription factor binding sites through footprinting analysis in ATAC-seq data using TOBIAS. Use when identifying TF occupancy patterns with SkillInstall · skills CLI | 3,107 | — | ||
| bio-compressed-files Read and write compressed sequence files (gzip, bzip2, BGZF) using Biopython. Use when working with .gz or .bz2 sequence files. Use BGZF for indexable SkillInstall · skills CLI | 3,107 | — | ||
| bio-consensus-sequences Generate consensus FASTA sequences by applying VCF variants to a reference using bcftools consensus. Use when creating sample-specific reference seque SkillInstall · skills CLI | 3,107 | — | ||
| bio-copy-number-cnv-visualization Visualize copy number profiles, segments, and compare across samples. Create publication-quality plots of CNV data from CNVkit, GATK, or other callers SkillInstall · skills CLI | 3,107 | — | ||
| bio-de-deseq2-basics Perform differential expression analysis using DESeq2 in R/Bioconductor. Use for analyzing RNA-seq count data, creating DESeqDataSet objects, running SkillInstall · skills CLI | 3,107 | — | ||
| bio-de-edger-basics Perform differential expression analysis using edgeR in R/Bioconductor. Use for analyzing RNA-seq count data with the quasi-likelihood F-test framewor SkillInstall · skills CLI | 3,107 | — | ||
| bio-de-results Extract, filter, annotate, and export differential expression results from DESeq2 or edgeR. Use for identifying significant genes, applying multiple t SkillInstall · skills CLI | 3,107 | — | ||
| bio-de-visualization Visualize differential expression results using DESeq2/edgeR built-in functions. Covers plotMA, plotDispEsts, plotCounts, plotBCV, sample distance hea SkillInstall · skills CLI | 3,107 | — | ||
| bio-differential-expression-batch-correction Remove batch effects from RNA-seq data using ComBat, ComBat-Seq, limma removeBatchEffect, and SVA for unknown batch variables. Use when correcting bat SkillInstall · skills CLI | 3,107 | — | ||
| bio-differential-expression-timeseries-de Analyze time-series RNA-seq data using limma voom with splines, maSigPro, and ImpulseDE2. Identify genes with dynamic expression patterns. Use when an SkillInstall · skills CLI | 3,107 | — | ||
| bio-differential-splicing Detects differential alternative splicing between conditions using rMATS-turbo (BAM-based) or SUPPA2 diffSplice (TPM-based). Reports events with FDR-c SkillInstall · skills CLI | 3,107 | — | ||
| supabase Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); cl SkillInstall · skills CLI | 3,056 | MIT | ||
| supabase-postgres-best-practices Postgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill BEFORE writing or changing anything that lives in a Pos SkillInstall · skills CLI | 3,056 | MIT | ||
| lark-drive 【何时用:仅当用户明确指向飞书/Lark(发到飞书、飞书文档等)时使用;泛指做个文档或PPT或表格或方案默认走本地工具,不要误用飞书】飞书云空间:管理 Drive 文件/文件夹,上传下载、复制移动删除、评论、权限、密级标签、版本、改标题,导入 Word/Markdown/Excel/CSV/PPTX SkillInstall · skills CLI | 3,017 | MIT | ||
| lark-sheets 【何时用:仅当用户明确指向飞书/Lark 电子表格;泛指做表格默认走本地工具】创建/操作飞书电子表格:工作表与行列结构、读写单元格(值/公式/样式/批注/图片)、查找替换、批量更新、区域复制/排序/填充、图表/透视表/条件格式/筛选/筛选视图/下拉列表/迷你图/浮动图片、公式校验与历史回滚、本地 E SkillInstall · skills CLI | 3,017 | MIT | ||
| wecomcli-disk 何时用:仅当用户明确指向企业微信微盘/网盘/共享空间或给出 drive.weixin.qq.com 链接时使用;泛指文件管理默认走本地文件工具。微盘文件级操作:列出、搜索、读取元信息、上传、下载、重命名、新建文件夹;在线文档内容读写走 doc/sheet/smartsheet/smartpage 对 SkillInstall · skills CLI | 3,017 | MIT | ||
| wecomcli-doc 何时用:仅当用户明确指定 doc/docx/word/在线文档/office文档或提供 doc.weixin.qq.com/doc/ 链接时使用;泛指「做个文档/写文档/整理成文档」默认走 wecomcli-smartpage 或本地工具,本技能不得抢占。doc 内容操作:新建、导入(.doc/.d SkillInstall · skills CLI | 3,017 | MIT | ||
| wecomcli-doc-manage 何时用:仅当用户明确指向企业微信文档的公共管理(搜索/改名/成员权限/加入规则)时使用;本地文件管理默认走本地工具。搜索支持各类企微文档;改名/成员权限/加入规则仅支持 doc/sheet/smartsheet/smartpage;新建 doc 走 wecomcli-doc、新建在线表格走 weco SkillInstall · skills CLI | 3,017 | MIT | ||
| wecomcli-media 何时用:仅当用户明确指向企业微信 media_id 与本地文件互转时使用;泛指本地文件操作默认走本地工具。基于 media_id 下载媒体文件到本地,或上传本地文件换取 media_id 供其他企微技能使用;本技能不解析/识别文件内容,仅负责文件搬运。 SkillInstall · skills CLI | 3,017 | MIT | ||
| wecomcli-pptx 何时用:仅当用户明确指向企业微信 PPT/演示文稿(生成在线 PPT、编辑在线 PPT、导入本地 .ppt/.pptx)时使用;泛指做文档/表格默认走本地工具。「做个PPT」「写份汇报PPT」「把文档转成PPT」「改第3页标题」或需要能讲的分页材料(周会/汇报/路演/课件)时触发;一律作用于企微在线 SkillInstall · skills CLI | 3,017 | MIT | ||
| wecomcli-sheet 何时用:仅当用户明确指向企业微信『在线表格』或提供 doc.weixin.qq.com/sheet/ 链接时使用;泛指做表格默认先按消歧确认,智能表格内容操作走 wecomcli-smartsheet,本地表格默认走本地工具。在线表格:新建、导入 CSV/Excel、读取信息与数据、修改内容、追加行 SkillInstall · skills CLI | 3,017 | MIT | ||
| wecomcli-smartsheet 何时用:仅当用户明确指向企业微信『智能表格』(内容/结构/样式操作)或提供 doc.weixin.qq.com/smartsheet/ 链接时使用;泛指做表格默认先按消歧确认,在线表格走 wecomcli-sheet。智能表格数据、结构与样式管理:读取表结构与记录,管理子表/字段/记录/视图/图表, SkillInstall · skills CLI | 3,017 | MIT | ||
| kordoc Parse Korean documents (HWP, HWPX, PDF, XLSX, DOCX, PPTX) to Markdown; fill forms, diff, render. MCP serverGitHub-verified authorLocal · npm | 2,989 | MIT | ||
| knowledge-retrieval Semantic search over ingested documents using RAG (LlamaIndex/ChromaDB or Foundational RAG) SkillInstall · skills CLI | 2,988 | MIT | ||
| cad-dxf-agent Analyzes DXF drawings deterministically — ADA/IBC code compliance, drawing health and QA, quantity takeoff, plain-English summaries, RFI generation, a SkillInstall · skills CLI | 2,919 | MIT | ||
| creating-data-visualizations Generate plots, charts, and graphs from data with automatic visualization type selection. Use when requesting "visualization", "plot", "chart", or "gr SkillInstall · skills CLI | 2,919 | MIT | ||
| detecting-data-anomalies Process identify anomalies and outliers in datasets using machine learning algorithms. Use when analyzing data for unusual patterns, outliers, or unex SkillInstall · skills CLI | 2,919 | MIT | ||
| flux Data engineer — databases, migrations, pipelines, schema design, and query optimization. SkillInstall · skills CLI | 2,919 | MIT | ||
| flux-health Data quality and pipeline health check — freshness, schema drift, null rates, orphaned records, pipeline status. Use when asked about "data quality ch SkillInstall · skills CLI | 2,919 | MIT | ||
| flux-migrate Build zero-downtime database migrations — forward SQL, rollback SQL, deployment sequence. Use when asked to "write migration", "schema change", "add c SkillInstall · skills CLI | 2,919 | MIT | ||
| flux-pipeline Build a data pipeline — ETL/ELT with extraction, transformation, loading, error handling, and scheduling. Use when asked to "build ETL", "data pipelin SkillInstall · skills CLI | 2,919 | MIT | ||
| flux-query Optimize slow database queries — analyze execution plans, add indexes, rewrite queries. Use when asked about "slow query", "optimize SQL", "query perf SkillInstall · skills CLI | 2,919 | MIT | ||
| flux-recon Database reconnaissance — full inventory of schema, migrations, data volume, backups, connection pooling, and query patterns. Use when asked to "asses SkillInstall · skills CLI | 2,919 | MIT | ||
| flux-schema Design and build database schema — tables, columns, types, indexes, constraints, relationships. Given a domain description, output the schema and writ SkillInstall · skills CLI | 2,919 | MIT | ||
| generating-api-sdks Generate client SDKs in multiple languages from OpenAPI specifications. Use when generating client libraries for API consumption. Trigger with phrases SkillInstall · skills CLI | 2,919 | MIT | ||
| lens-audit Review existing analytics — find all dashboards and reports, check who uses them, whether metrics are defined, and whether they drive decisions. Recom SkillInstall · skills CLI | 2,919 | MIT | ||
| lens-chart Use when asked to select chart types for analytics dashboards, choose BI visualizations, or design data displays. Examples: "best chart for sales data SkillInstall · skills CLI | 2,919 | MIT | ||
| lens-dashboard Design and spec an analytical dashboard — define the question each chart answers, write the SQL queries, spec the layout and refresh cadence. Produces SkillInstall · skills CLI | 2,919 | MIT | ||
| lens-metrics Produce a complete metrics definition doc — metric name, formula, data source, segmentation, SQL or event tracking spec, and what good/bad looks like. SkillInstall · skills CLI | 2,919 | MIT | ||
| preprocessing-data-with-automated-pipelines Process automate data cleaning, transformation, and validation for ML tasks. Use when requesting "preprocess data", "clean data", "ETL pipeline", or " SkillInstall · skills CLI | 2,919 | MIT | ||
| scanning-api-security Detect API security vulnerabilities including injection, broken auth, and data exposure. Use when scanning APIs for security vulnerabilities. Trigger SkillInstall · skills CLI | 2,919 | MIT | ||
| splitting-datasets Process split datasets into training, validation, and testing sets for ML model development. Use when requesting "split dataset", "train-test split", SkillInstall · skills CLI | 2,919 | MIT | ||
| throttling-apis Implement API throttling policies to protect backend services from overload. Use when controlling API request rates. Trigger with phrases like "thrott SkillInstall · skills CLI | 2,919 | MIT | ||
| validating-api-responses Validate API responses against schemas to ensure contract compliance and data integrity. Use when ensuring API response correctness. Trigger with phra SkillInstall · skills CLI | 2,919 | MIT | ||
| validating-api-schemas Validate API schemas against OpenAPI, JSON Schema, and GraphQL specifications. Use when validating API schemas and contracts. Trigger with phrases lik SkillInstall · skills CLI | 2,919 | MIT | ||
| web-analytics Analyze Umami or GA4 traffic with evidence-backed specialist reviews and deliver a concise portfolio pulse, decision brief, or deep dive. Use when the SkillInstall · skills CLI | 2,919 | MIT | ||
| data-engineering Data engineering patterns for ETL pipelines, data warehousing, Apache Spark, and data quality validation SkillInstall · skills CLI | 2,838 | Apache-2.0 | ||
| database-optimization Query optimization, indexing strategies, and database performance tuning for PostgreSQL and MySQL SkillInstall · skills CLI | 2,838 | Apache-2.0 | ||
| postgres-optimization PostgreSQL optimization including indexes, query plans, partitioning, JSONB operations, and connection pooling SkillInstall · skills CLI | 2,838 | Apache-2.0 | ||
| redis-patterns Redis patterns including caching strategies, pub/sub, streams for event processing, Lua scripts, and data structures SkillInstall · skills CLI | 2,838 | Apache-2.0 |
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