fred-navigatorNavigate FRED categories and series using fredapi, supporting natural-language queries with intent recognition and double validation.
Install via ClawdBot CLI:
clawdbot install kiszly/fred-navigatorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
Analysts at banks or investment firms use FRED Navigator to quickly locate and retrieve economic time series, such as inflation rates or employment data, for forecasting and risk assessment. The natural-language query feature allows them to ask questions like 'Show me recent GDP growth' without needing exact IDs, streamlining data gathering for reports.
Students and researchers in universities leverage this skill to explore FRED categories and series for projects or papers, using category browsing and series discovery to find relevant datasets like consumer price indices. The double validation ensures accurate data selection, reducing errors in academic work.
Government economists use FRED Navigator to monitor economic indicators such as unemployment or housing starts for policy formulation. The ability to validate categories and retrieve series metadata helps ensure reliable data is used in briefings and legislative support.
Consultants analyze economic trends for clients by querying FRED for data on industrial production or trade balances. The skill's natural-language processing and candidate ranking enable efficient data exploration, supporting insights for strategic recommendations.
Journalists and data journalists use FRED Navigator to fetch up-to-date economic statistics for articles or visualizations, such as retrieving the latest unemployment figures. The series retrieval with data summaries helps quickly incorporate accurate numbers into news stories.
Offer FRED Navigator as a cloud-based service with tiered pricing for different usage levels, such as basic access for individuals and premium plans for enterprises with higher API limits. Revenue is generated through monthly or annual subscriptions, targeting businesses that rely on economic data.
Integrate this skill into existing data analytics or BI platforms as an add-on feature, allowing users to pull FRED data directly into their dashboards. Revenue comes from licensing fees or per-user charges, leveraging the platform's user base for upselling.
Provide tailored implementations of FRED Navigator for specific industries, such as custom synonym lists or precomputed paths for frequent queries. Revenue is earned through project-based fees and ongoing support contracts, focusing on clients with unique data needs.
💬 Integration Tip
Ensure the FRED_API_KEY is securely stored in environment variables and preload reference files like fred_categories_tree.json to optimize performance during category exploration.
Scored Apr 19, 2026
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