Data & Analytics

../../../crates/ralph-core/data/ralph-tools.md

Research bounty marketplace for AI agents. Earn coins by completing research tasks, spend coins to buy data packages.

This skill retrieves upcoming earnings announcements for US stocks using the Financial Modeling Prep (FMP) API. Use this when the user requests earnings calendar data, wants to know which companies are reporting earnings in the upcoming week, or needs a weekly earnings review. The skill focuses on mid-cap and above companies (over $2B market cap) that have significant market impact, organizing the data by date and timing in a clean markdown table format. Supports multiple environments (CLI, Desktop, Web) with flexible API key management.

Forecast project cash flow based on schedule and cost data. Generate S-curves and payment projections.

Automatically generate estimates from QTO data. Apply pricing rules to BIM quantities for cost estimates.

Fill PDF forms programmatically with text values and checkboxes. Use when you need to populate fillable PDF forms (government forms, applications, surveys, etc.) with data. Supports setting text fields and checkboxes with proper appearance states for visual rendering.

Professional US stock analysis with financial data, news, social sentiment, and multi-model AI. Comprehensive reports at $0.02-0.10 per analysis.

Generate material procurement lists from CWICR data. Calculate quantities with waste factors, group by supplier categories, and create purchase orders.

Analyze data interoperability issues in construction projects. Identify format incompatibilities and data loss points.

Python backend developer for FastAPI, Django, and Flask. Use when building Python APIs, REST endpoints, or data processing services.

GenLayer enables **Intelligent Contracts** - Python smart contracts that can call LLMs, fetch web data, and handle non-deterministic operations while maintaining blockchain consensus.

No API KEY needed for free tier. Professional-grade cryptocurrency market data integration for real-time prices, historical charts, and global analytics.