Use Cases
AI Tools for Finance & Accounting
Automate bookkeeping, financial reporting, reconciliation, and compliance workflows.
116 playbooks across 4 categories
Finance(20)
View all →Personal Budget Analyzer
Analyze bank statements to categorize spending, identify patterns, and build a realistic budget.
Contract & Invoice Cross-Reference
Verify invoices against contract terms, identify discrepancies, and find missed billing opportunities.
Cryptocurrency Analysis Report
Analyze cryptocurrency projects with tokenomics, on-chain metrics, and market analysis. Generate comprehensive crypto research reports.
DCF Valuation Model Builder
Build Discounted Cash Flow (DCF) valuation models. Calculate intrinsic value with customizable assumptions. Generate professional valuation reports.
Financial Modeling Assistant
Build integrated financial models with 3-statement projections. Create income statement, balance sheet, and cash flow models with proper linkages.
Financial Analyst Toolkit
Run DCF valuations, financial statement analysis, ratio analysis, comparable company analysis, budget variance reporting, and scenario modeling from your local data.
Expense Report Auditor
Review expense reports for policy compliance, flag issues, and ensure audit-readiness.
Investment Memo Writer
Write professional investment memorandums for VC, PE, or public market investments. Structure thesis, risks, and recommendations clearly.
Stock Analysis & Research
Analyze stocks with fundamental and technical analysis. Supports US, China A-shares, and Hong Kong markets. Generate investment reports with key metrics.
Tax Prep Guide
A guided Q&A that assesses your tax situation and generates a personalized preparation plan with document checklists and workflow recommendations.
Professional Tax Knowledge Agent
Create a searchable knowledge base from tax documents for reference during tax season.
Scientific Alpha Vantage
Access real-time and historical stock market data, forex rates, cryptocurrency prices, commodities, economic indicators, and 50+ technical indicators via the Alpha Vantage API. Use when fetching stock prices (OHLCV), company fundamentals (income s...
Risk Manager
Run financial risk assessments, portfolio risk analysis, Monte Carlo simulations, VaR calculations, stress testing, and risk register management from local data.
Scientific Denario
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when generating research ideas from datasets, developing research methodologies, executing compu...
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 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 Hedgefundmonitor
Query the OFR (Office of Financial Research) Hedge Fund Monitor API for hedge fund data including SEC Form PF aggregated statistics, CFTC Traders in Financial Futures, FICC Sponsored Repo volumes, and FRB SCOOS dealer financing terms. Access time ...
Scientific Usfiscaldata
Query the U.S. Treasury Fiscal Data API for federal financial data including national debt, government spending, revenue, interest rates, exchange rates, and savings bonds. Access 54 datasets and 182 data tables with no API key required. Use when ...
Multi-Agent Financial Planner
Build a virtual financial advisory team with specialized agents for budgeting, retirement planning, and investment strategy that analyze your finances and create actionable plans.
Multi-Card Expense Tracker
Combine transactions from multiple cards, categorize expenses, match receipts, and generate expense reports.
Finance & Accounting(19)
View all →Account Reconciliation Assistant
GL-to-subledger and bank reconciliation with variance identification
Browser-Assisted Tax Filing
Use Claude Cowork with browser automation to prepare and file taxes - organize documents, fill forms, and submit filings.
Bank Statement CSV Merger
Combine multiple bank statement CSV files into one unified spreadsheet with consistent formatting.
Financial Statement Generator
Generate P&L, balance sheet, and cash flow statements from financial data
Expense Report Generator
Organize business expenses into categorized reports for reimbursement, accounting, and tax preparation.
Expense Tracker & Categorizer
Automate expense tracking, receipt processing, approval workflows, and reimbursement management
Personal Finance Manager — AI Budget Tracker from Bank Statements
Import bank statements (CSV or PDF) and get instant spending breakdowns, budget analysis using the 50/30/20 rule, savings recommendations, and interactive charts. All data stays local on your machine.
E-Commerce VAT Integration with Stripe
Build and manage European VAT compliance for e-commerce using Claude Code with Stripe MCP for tax calculation, invoicing, and cross-border sales.
Journal Entry Preparer
Prepare journal entries with proper debits, credits, and supporting documentation
Invoice Processing Automation
Automate invoice generation, sending, tracking, and payment reconciliation across accounting platforms
Professional Invoice Generator
Create professional invoices with proper formatting for freelancers and small businesses. Supports multiple currencies and tax calculations.
Invoice Organizer & Tracker
Organize, categorize, and track invoices and receipts
Invoice Template Designer
Generate professional PDF invoices from templates
SOX Testing Workpaper
SOX sample selections, testing workpapers, and internal control assessments
VAT Return Automation with Browser Control
Automate HMRC VAT MTD submissions using Claude Code and Playwright MCP to navigate forms, calculate figures, and file returns.
Financial Analysis & Trend Interpreter
Analyze financial data to identify trends, anomalies, and actionable insights with executive-ready commentary.
Invoice & Tax Document Organizer
Automatically sort, rename, and organize invoices, receipts, and tax documents with consistent naming for easy tax preparation.
QuickBooks Automation
Automate QuickBooks accounting workflows including invoicing, expenses, reporting, and bank reconciliation
Budget Scenario Modeler
Model multiple budget scenarios side-by-side with trade-off analysis, sensitivity testing, and executive-ready recommendations.
Data & Reporting(55)
View all →Chart & Data Visualization Designer
Design effective data visualizations and charts. Generate chart configurations for ECharts, Chart.js, and other libraries. Create dashboards and reports.
Data Analysis Validator
QA-review data analysis for methodology, accuracy, and presentation before sharing
Data Context Extractor
Extract company-specific data knowledge and generate tailored analysis templates
Data Question Analyzer
Answer data questions ranging from quick lookups to formal analytical reports
Data Visualization Creator
Create publication-quality data visualizations with matplotlib, plotly, or Chart.js
Dataset Explorer
Profile datasets to understand shape, quality, distributions, and key patterns
Spreadsheet Data Analyst
Analyze spreadsheet data, generate insights, create visualizations, and build reports from Excel/CSV data.
Data Extraction Assistant
Extract structured data from PDFs, Word docs, emails, and HTML using the unstructured library.
Data Pipeline Builder
Data pipeline and ETL automation - extract, transform, load workflows for data integration and analytics
Excel Automation Workflows
Automate Excel workflows including real-time control, VBA execution, and dashboard updates using xlwings.
Engagement Pattern Analyzer
Analyze which posts get saved vs liked vs replied to, find the patterns, and separate what your audience actually values from vanity engagement.
Funnel Metrics Analyst
Get a daily one-paragraph analysis of your funnel metrics — what moved, what's stalling, and what to do about it. An actual opinion, not a dashboard.
Interactive Dashboard Builder
Build self-contained HTML dashboards with Chart.js for data visualization
Automated Report Generator
Generate professional data reports with charts, tables, and visualizations
SaaS Metrics Dashboard
SaaS business metrics analysis - MRR, ARR, Churn, LTV, CAC, cohort analysis, and investor reporting
Google Sheets Automation
Google Sheets automation workflows - data sync, task management, reporting dashboards, and multi-platform integrations
Table Extraction from Documents
Extract tables from PDF documents with support for merged cells and multi-page layouts using camelot.
Weekly Report Generator
Create consistent, well-structured weekly status reports that communicate progress and plans effectively.
Excel File Manipulation
Create, edit, and manipulate Excel spreadsheets programmatically using openpyxl
KPI Variance Analysis & Commentary
Generate variance analysis commentary explaining why KPIs deviated from targets with root causes and corrective actions.
Report Automation Designer
Design automated reporting systems with data flow mapping, template creation, and delivery scheduling.
Survey Results Analyzer
Analyze survey responses to identify themes, segment insights, and generate executive-ready reports with visualizations.
Trend Identification & Forecasting Narrative
Identify trends in business data and generate forward-looking forecasting narratives with confidence levels and scenarios.
Scientific Dask
Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For...
Scientific Datacommons Client
Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working with demographic data, economic indicators, health statistics, environmental data, or any public datasets ...
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 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 Hypogenic
Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore hypotheses about patterns in empirical data (e.g., deception detection, content analysis). Combines literature insights with da...
Scientific Infographics
'Create professional infographics using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Integrates research-lookup and web search for accurate data. Supports 10 infographic types, 8 industry styles, and co...
Scientific Matplotlib
Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating with specific scientific workflows. Export to PNG/PDF/SVG for publication. For quick stati...
Scientific Networkx
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing graph algorithms (shortest paths, centra...
Scientific Plotly
Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presentations. For static publication figures use matplotlib or scientific-visualization.
Scientific 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 execution, Apache Arrow backend. Best for 1-100GB datasets, ETL pipelines, faster pandas replacemen...
Scientific Pymc
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.
Scientific Pymoo
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization problems.
Scientific Scientific Schematics
Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural net...
Scientific Scientific Visualization
Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journal formatting (Nature, Science, Cell). Orchestr...
Scientific Scikit Learn
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building...
Scientific Seaborn
Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib. For in...
Scientific Shap
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force,...
Scientific Simpy
Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and time-based events such as manufacturing systems, service operations, network traffic, logistics...
Scientific Statistical Analysis
Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection gu...
Scientific Statsmodels
Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. Fo...
Scientific Timesfm Forecasting
Zero-shot time series forecasting with Google's TimesFM foundation model. Use for any univariate time series (sales, sensors, energy, vitals, weather) without training a custom model. Supports CSV/DataFrame/array inputs with point forecasts and pr...
Scientific Torch Geometric
Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for geometric deep learning.
Scientific Umap Learn
UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data.
Scientific 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 operations, lazy evaluation, fast aggregations, efficient visualization of big data, and machine ...
Natural Language SQL Writer
Write optimized SQL queries from plain English across multiple database dialects
Cohort & Segment Analysis
Perform cohort analysis and customer segmentation to identify behavioral patterns, retention trends, and high-value groups.
Customer Feedback Synthesizer
Synthesize customer feedback from multiple channels into actionable themes, sentiment analysis, and product insights.
Dashboard Narrative Generator
Transform dashboard data and KPI snapshots into compelling written narratives that explain the story behind the numbers.
Data Cleanup & Formatting
Clean, standardize, and validate messy data files — fix formats, remove duplicates, and get analysis-ready datasets.
Data Quality Assessment
Assess data quality across completeness, accuracy, consistency, and timeliness with remediation priorities.
Executive Summary Generator
Distill detailed reports into concise executive summaries with key findings, implications, and decision recommendations.
Legal & Compliance(22)
View all →Bulk Contract Analyzer
Analyze large volumes of contracts for due diligence, extracting key provisions with risk flagging.
Compliance Review Checker
Compliance review for proposed actions covering GDPR, CCPA, DPA, and privacy regulations
Contract Redlining Assistant
Review contracts against your standard terms, flag risky clauses, and suggest alternative language.
Contract Review & Risk Analyzer
Analyze contracts for risks, check completeness, and provide actionable recommendations. Supports employment contracts, NDAs, service agreements, and more.
Contract Template Generator
Create smart, legally enforceable contract templates with embedded logic using the Accord Project framework.
DocuSign Automation
Automate document signing workflows, envelope management, and e-signature processes
GDPR Privacy Expert
Run GDPR compliance assessments, generate DPIAs, map data processing activities, build breach protocols, and create privacy policies with consent frameworks.
Due Diligence Automator
Review data room documents across contracts, litigation, IP, compliance, and employment with systematic risk flagging.
Signature Request Router
Prepare and route documents for e-signature with proper approval workflows
Vendor Agreement Checker
Check vendor agreement status, expiration dates, and compliance across connected systems
VAT Compliance Knowledge Agent
Build a searchable VAT knowledge base from HMRC documentation and tax legislation to answer complex VAT questions with citations.
Intellectual Property Documentation
Document intellectual property portfolios with invention disclosures, patent tracking, trade secret registries, and IP strategy documentation.
Legal Research Summarization
Summarize legal research findings with case analysis, regulatory requirements, compliance implications, and recommended actions.
Regulatory Change Impact Assessment
Assess the business impact of regulatory changes with compliance gap analysis, implementation plans, and timeline.
HR Operations Pro
Draft HR policies, build employee handbooks, generate onboarding plans, create performance review frameworks, and analyze compensation benchmarks.
Legal Advisor
Contract analysis, compliance guidance, legal risk assessment, terms of service review, NDA review, IP protection guidance, and regulatory requirement summaries.
Immigration Document Tracker
Track complex immigration cases with deadline management, document checklists, and status updates for visa processes.
Legal Response Generator
Generate responses to legal inquiries including DSR, litigation hold, vendor, NDA, and subpoena
Legal Risk Assessor
Severity-by-likelihood risk framework with color-coded classification and mitigation plans
Legal Team Briefing
Legal team briefings covering daily updates, topic deep-dives, or incident response
NDA Agreement Generator
Generate professional Non-Disclosure Agreements for investors, contractors, and partnership discussions.
Contract Review & Risk Summarizer
Review contracts to identify risks, unusual clauses, missing protections, and generate plain-language summaries for stakeholders.
Explore Other Roles
AI Tools for Researchers & Scientists
Accelerate literature review, data analysis, manuscript writing, and lab workflows.
AI Tools for Engineers & Developers
Automate changelogs, documentation, code review, CI/CD, and development workflows.
AI Tools for Executives & Directors
Strategic analysis, competitive intelligence, board presentations, and decision support.
AI Tools for Startup Founders
Launch faster with marketing, market research, legal, hiring, and sales playbooks.
AI Tools for Students & Educators
Study smarter with research assistance, note organization, and learning workflows.
AI Tools for Operations Managers
Streamline SOPs, compliance audits, vendor evaluation, and process documentation.