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bsl-query-expert
A Claude Skill for querying BSL semantic models with group_by, aggregate, filter operations and automatic visualizations. It provides detailed guidance on query patterns, error handling, and data discovery workflows for analyzing existing semantic tables.
github-release-management
A sophisticated GitHub release automation tool with AI swarm coordination that provides comprehensive release management from planning to deployment with progressive disclosure for different user levels.
plugin-testing
A manual testing skill for audio plugins that provides three validation modes: automated unit tests, pluginval compliance checks, and manual DAW testing. It integrates with a larger workflow system, logs results, and delegates complex failure analysis to a research skill.
pymoo
Provides Claude access to the pymoo Python library for solving single and multi-objective optimization problems using evolutionary algorithms like NSGA-II, NSGA-III, and MOEA/D. Handles constraint optimization, benchmark problems (ZDT, DTLZ), and offers customizable genetic operators for engineering design and research applications.
market-analysis
A comprehensive, systematic market analysis framework with clear phases, structured outputs, and quality gates for product/market strategy.
prd-generator
This skill generates Product Requirements Documents (PRDs) using a structured template. It guides users through a discovery process, creates user stories, and defines success metrics based on common frameworks like AARRR and HEART. It includes validation scripts and examples for different product scenarios.
startup-competitive-analysis
Provides a structured framework for startup competitive analysis with decision trees, market mapping, positioning canvases, and battlecard templates. Focuses on actionable insights like weakness mining and win/loss analysis rather than feature grids. Includes modern best practices and clear do/avoid guidelines.
tavily-web
Web search, content extraction, crawling, and research capabilities using Tavily API
clinicaltrials-database
This skill provides direct access to the ClinicalTrials.gov API v2 for searching and retrieving clinical trial data. It supports queries by condition, intervention, location, status, and phase, with examples for patient matching and research analysis. Includes error handling for rate limits and data export options.
planner
A structured planning and execution system for complex development tasks. It provides 13-step planning and 9-step execution workflows with automated quality gates, decision logging, and milestone tracking. The tool enforces documentation standards and integrates with existing code review processes.
clinpgx-database
Provides programmatic access to the ClinPGx database for pharmacogenomics data, including gene-drug interactions, CPIC guidelines, and allele functions. It enables querying clinical pharmacogenomics information for precision medicine applications and genotype-guided dosing decisions through a REST API.
diffdock
This skill wraps the DiffDock tool for predicting 3D binding poses of small molecules to proteins using diffusion models. It handles PDB files or protein sequences and SMILES strings or ligand files, outputs multiple ranked poses with confidence scores, and supports batch processing for virtual screening. It clearly states it predicts poses, not binding affinity.
cirq
This skill provides access to Google's Cirq framework for quantum circuit design, simulation, and hardware execution. It includes examples for basic circuits, parameter sweeps, noise modeling, and integration with Google Quantum AI hardware. The documentation covers installation, core capabilities, and best practices for quantum experiments.
sonoscli
This Skill provides CLI access to control Sonos speakers on a local network. It handles discovery, playback control, volume adjustment, grouping, and queue management. The tool includes workarounds for network issues and optional Spotify integration, making it useful for developers who prefer terminal-based audio control.
design-brief-generator
This skill generates structured design briefs with sections for project overview, goals, users, scope, and deliverables. It includes practical examples, validation scripts, and accessibility guidelines. It helps designers formalize project requirements and align stakeholders.
metabolomics-workbench-database
This skill provides direct REST API access to the NIH Metabolomics Workbench, enabling querying of 4,200+ metabolomics studies, metabolite structures, RefMet nomenclature standardization, and m/z searches. It includes detailed endpoint documentation with curl and Python examples for common workflows in metabolomics research.
workflow
This skill provides a structured workflow for implementing features, requiring developers to create timestamped spec documents with todo lists before coding. It enforces planning, incremental changes, and documentation of work done. The workflow is simple but forces discipline in breaking down tasks and tracking progress.
mcp-builder
A guide for building MCP servers that connect LLMs to external APIs. It provides a structured workflow from research to testing, with framework-specific advice for Python and TypeScript. Includes evaluation scripts to test server functionality with Claude.
competitive-intel
This tool automates competitive intelligence gathering from websites, social media, and ad platforms. It identifies competitor moves, analyzes positioning shifts, and generates tactical recommendations like battle cards and gap analyses using structured templates and configurable alerts.
kegg-database
This skill provides direct REST API access to the KEGG database for bioinformatics workflows. It wraps KEGG's HTTP endpoints into Python functions for pathway analysis, gene mapping, compound lookup, and ID conversion. The documentation clearly explains academic licensing requirements and includes practical examples for common operations like retrieving pathway details and converting gene identifiers.
docs-ai-prd
This skill provides templates and guidance for creating product requirements and project context documentation optimized for AI coding assistants. It helps teams write PRDs, specs, and CLAUDE.md files that coding tools can execute effectively, reducing ambiguity in implementation work.
labarchive-integration
This skill provides programmatic access to LabArchives electronic lab notebooks via REST API. It enables automation of notebook backups, entry creation, attachment management, and integration with research tools like Jupyter and REDCap. Includes Python scripts for common operations and detailed authentication guides.
torchdrug
PyTorch-native graph neural networks for molecules and proteins. Use when building custom GNN architectures for drug discovery, protein modeling, or knowledge graph reasoning. Best for custom model development, protein property prediction, retrosynthesis. For pre-trained models and diverse featurizers use deepchem; for benchmark datasets use pytdc.
opentargets-database
Provides GraphQL API access to Open Targets Platform for querying target-disease associations, drug target data, tractability scores, and genetic evidence. Enables systematic therapeutic target identification with detailed evidence retrieval and known drug information.