Documentation Index
Fetch the complete documentation index at: https://sourcetable.com/docs/llms.txt
Use this file to discover all available pages before exploring further.
The Tool Library contains all the tools available to Sourcetable’s AI. These tools are automatically selected based on your request — you don’t need to choose them manually.
| Category | Description | Examples |
|---|
| AI & Machine Learning | ML models and AI capabilities | TabPFN, transformers, sentiment analysis |
| Communications | Messaging and notifications | Slack, email integrations |
| Data Analysis | Statistical analysis and profiling | pandas operations, correlation, hypothesis tests |
| Data Visualization | Charts and plots | ECharts, Plotly, matplotlib, seaborn |
| Database | Database operations | SQL execution, query building, DuckDB |
| Desktop Environment | Browser automation | Playwright, screenshots, computer use |
| Development Libraries | Programming libraries | NumPy, SciPy, StatsModels |
| Development Tools | Developer utilities | Code execution, debugging |
| File Processing | File operations | CSV, XLSX, JSON, Parquet parsing |
| GIS & Mapping | Geographic tools | Choropleth maps, geocoding |
| Internet & Networking | Web tools | Web search, web scraping, deep research |
| Multimedia & Graphics | Media creation | Image generation |
| Science/Research | Research tools | Academic data, public datasets |
| Scientific Computing | Math and statistics | SciPy, StatsModels, optimization |
| Security | Security tools | Credential management, encryption |
| System Administration | System tools | Configuration, monitoring |
| Terminals | Terminal access | Command execution |
| Text Processing | Text manipulation | Translation, rewriting, summarization |
| Utilities | General utilities | Date/time, conversion, validation |
| Financial AI | Financial analysis | 11 AI analyst tools, backtesting, trading |
| Uncategorized | Other tools | Miscellaneous capabilities |
| Tool | What it does |
|---|
write_cells | Write data to spreadsheet cells |
execute_python | Run Python code with full library access |
execute_sql | Query connected databases |
analyze_data | AI-driven data analysis |
clean_data | Automated data cleaning |
echart / plotly / source_chart | Create visualizations |
deep_research | Multi-source web research synthesis |
web_search / google_search | Search the internet |
data_finder | Find public datasets |
make_pivot / edit_pivot | Pivot table operations |
fill_handle / fill_blanks | Auto-fill patterns and gaps |
create_workflow | Build automated workflows |
add_credentials | Store API keys and database passwords |
| Tool | What it does |
|---|
fundamentals_analyst | Financial statement analysis, ratios, valuations |
technical_analyst | Chart patterns, indicators (SMA, RSI, MACD, Bollinger) |
sentiment_analyst | News and social media sentiment scoring |
macro_analyst | Interest rates, inflation, yield curve analysis |
portfolio_manager | Portfolio optimization, Sharpe ratio, Holy Grail construction |
risk_manager | VaR, drawdown analysis, stress testing |
backtester | Historical strategy simulation |
monte_carlo | Monte Carlo simulations for risk assessment |
geopolitical_news | Real-time geopolitical event monitoring |
soothsayer_analyst | Forward-looking market predictions |
dcf_analyst | Discounted cash flow valuations |
correlation_analyst | Cross-security correlation analysis |
factor_analyst | Multi-factor quantitative scoring |
fund_manager | Fund-level portfolio management |
futures_analyst | Futures and options pricing (Black-Scholes, Heston, SABR) |
insider_trading_analyst | Insider trading pattern detection |
investor_personality | Style matching (Buffett, Graham, Wood, Ackman, Munger) |
liquidity_analyst | Market liquidity and execution timing |
stress_tester | Historical crisis scenario testing (2008, 2020, 2000, 1987) |
get_prices / data_api | Real-time and historical financial data |
trade_execution_manager | Robinhood integration for live trading |
robinhood_executor / robinhood_research_tool | Direct Robinhood API tools for trading and research |
- Analyzes your intent
- Selects the appropriate tool(s) from the library
- Executes the tool with the right parameters
- Returns results to your spreadsheet
You can also ask “What tools can you use?” to see available capabilities for your current context.
