$ls playbooks/
└ Browse all copy-paste workflows for Claude Code
Scientific Drugbank Database
Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures, and pharmacology data. This skill should be used when working with pharmaceutical data, d...
Scientific Edgartools
Python library for accessing, analyzing, and extracting data from SEC EDGAR filings. Use when working with SEC filings, financial statements (income statement, balance sheet, cash flow), XBRL financial data, insider trading (Form 4), institutional...
Scientific Ena Database
Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics and bioinformatics pipelines. Supports multiple formats.
Scientific Ensembl Database
Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP predictions, for genomic research.
Scientific Esm
Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and ESM C (efficient protein embeddings and representations). Use this skill when working with protein...
Scientific Etetoolkit
Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI taxonomy, visualization (PDF/SVG), for phylogenomics.
Scientific Exploratory Data Analysis
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically ...
Scientific Fda Database
Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data analysis and safety research.
Scientific Flowio
Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.
Scientific Fluidsim
Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence, vortex dynamics, o...
Scientific Fred Economic Data
Query FRED (Federal Reserve Economic Data) API for 800,000+ economic time series from 100+ sources. Access GDP, unemployment, inflation, interest rates, exchange rates, housing, and regional data. Use for macroeconomic analysis, financial research...
Scientific Gene Database
Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for gene annotation and functional analysis.
Scientific Generate Image
Generate or edit images using AI models (FLUX, Nano Banana 2). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that is not a technical diagram or schematic. For flowchart...
Scientific Geniml
This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for training region embeddings (Region2Vec, BEDspace), single-cell ATAC-seq analysis (scEmbed), building consensus peaks (universes), or ...
Scientific Geo Database
Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix files, for transcriptomics and expression analysis.
Scientific Geomaster
Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains. Supports satellite imagery processing (Sentinel, Landsat, MODIS, SAR, hyperspectral), vector...
Scientific Geopandas
Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operat...
Scientific Get Available Resources
This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic recommend...
Scientific Gget
'Fast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST searches, AlphaFold structures, enrichment analysis. Best for interactive exploration, simple queries. For batch processing or advanced BLAST use bio...
Scientific Ginkgo Cloud Lab
Submit and manage protocols on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio), a web-based interface for autonomous lab execution on Reconfigurable Automation Carts (RACs). Use when the user wants to run cell-free protein expression (validation or o...
Scientific Glycoengineering
Analyze and engineer protein glycosylation. Scan sequences for N-glycosylation sequons (N-X-S/T), predict O-glycosylation hotspots, and access curated glycoengineering tools (NetOGlyc, GlycoShield, GlycoWorkbench). For glycoprotein engineering, th...
Scientific Gnomad Database
Query gnomAD (Genome Aggregation Database) for population allele frequencies, variant constraint scores (pLI, LOEUF), and loss-of-function intolerance. Essential for variant pathogenicity interpretation, rare disease genetics, and identifying loss...
Scientific Gtars
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection, tokenization for ML models, or fragment analysis in computational genomics a...
Scientific Gtex Database
Query GTEx (Genotype-Tissue Expression) portal for tissue-specific gene expression, eQTLs (expression quantitative trait loci), and sQTLs. Essential for linking GWAS variants to gene regulation, understanding tissue-specific expression, and interp...
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Personal Productivity
File Organization
Auto-rename, sort, deduplicate, and organize files
Personal Productivity
Note Management
Obsidian, Logseq, and note-taking workflows
Personal Productivity
Task Management
Todo lists, project tracking, and productivity
Personal Productivity
Productivity
Dashboards, automation, and workflow optimization
Personal Productivity
Knowledge Management
Second brain, research synthesis, and information organization
Career & Development
Career Development
Resume, interviews, job search, and career growth
Career & Development
Personal Development
Habits, journaling, and self-improvement
Career & Development
Education
Study guides, learning, and skill development
Research & Writing
Research & Writing
PDF analysis, academic research, and content creation
Research & Writing
Market Research
Competitor analysis, market sizing, and business planning
Finance & Accounting
Finance & Accounting
Expense tracking, invoicing, and financial analysis
Finance & Accounting
Finance
Budgets, expenses, and personal finance
Marketing & Content
Marketing & Content
Ad copy, SEO, social media, and content marketing
Legal & Compliance
Legal & Compliance
Contract review, legal research, and compliance
HR & Recruiting
HR & Recruiting
Resume screening, job descriptions, and HR workflows
Creative & Design
Creative & Design
Worldbuilding, creative writing, and game design
Creative & Design
Creative Writing
Fiction, worldbuilding, and storytelling assistance
Developer Tools
Developer Tools
Changelogs, documentation, and development workflows
Academic Research
Academic Research
Research workflows, literature review, manuscript review, and academic writing
Executive Strategy
Executive Strategy
CEO advisory, competitive intelligence, startup analysis, and strategic foresight
Sales & Revenue
Sales & Revenue
Pipeline management, customer success, revenue operations, and sales automation
Project Management
Project Management
Agile workflows, sprint planning, scrum ceremonies, and team coordination
Media Production
Media Production
Podcast workflows, video clip creation, content repurposing, and production management
Communications
Communications
Proposals, press releases, newsletters, speeches, and professional communication
Operations & Compliance
Operations & Compliance
SOPs, policy documentation, vendor evaluation, audits, and change management
Data & Reporting
Data & Reporting
Dashboard narratives, KPI analysis, survey reports, and data quality assessment
Customer Support
Customer Support
Ticket triage, escalation, KB articles, and response drafting
Science & Research
Bio Research
Bioinformatics, lab data processing, and scientific workflows
Product Management
Product Management
Feature specs, metrics review, roadmaps, and product strategy
Financial Services
Equity Research
Earnings analysis, sector overviews, coverage initiation, and investment thesis tracking
Financial Services
Investment Banking
Deal execution, pitch decks, CIMs, merger models, and buyer lists
Financial Services
Private Equity
Deal sourcing, due diligence, IC memos, portfolio monitoring, and value creation
Financial Services
Wealth Management
Client reports, financial planning, portfolio rebalancing, and tax optimization
Financial Services
Trading & Markets
Fixed income, FX, options, macro analysis, and quantitative trading strategies