Quiver Quantitative

**Judgment:** A solid, specialized skill for users who already have (or can obtain) a Quiver Quantitative API key and want structured access to alternative US-focused financial datasets. It’s well-suited for research, monitoring, and data-enrichment workflows rather than full investment decision-making on its own. **What it does well:** - Aggregates several non-traditional data feeds (Congress trades, lobbying, government contracts, insiders) behind a single, simple Python/CLI interface. - Returns clean JSON arrays, which makes it easy to filter, join, or visualize in downstream OpenClaw tasks or external tools. - Supports useful filters such as ticker and politician name, enabling narrowly targeted queries. **Key risks & limitations:** - **External dependency:** Completely depends on Quiver’s API availability, schema stability, rate limits, and your `QUIVER_API_KEY` being correctly configured; failures or API changes will directly impact reliability. - **Coverage & bias:** Data is focused on US government and US-listed companies; it may be incomplete or lagged and should not be treated as a comprehensive or perfectly timely view of activity. - **Market use risk:** Using these signals alone to drive trading decisions can be misleading; the data can be noisy, sparse, or non-predictive without careful statistical validation. - **Compliance & interpretation:** Insights about politicians or insiders can be sensitive; users should ensure compliant, non-defamatory use and avoid over-interpreting individual trades or events. **Recommended scenarios:** - Quant and discretionary researchers augmenting traditional financial data with alternative government- and insider-related signals. - Journalists, policy analysts, and transparency advocates tracking politician trades, lobbying, and contract awards for investigative work. - Internal tools or dashboards that periodically pull and display recent Congress trading, lobbying spend, or insider transaction summaries for monitoring purposes. - Data engineers who want a lightweight, scriptable connector to Quiver data that outputs JSON for further transformation, alerting, or storage.