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helloiamvu merged 1 commit into from
Jul 8, 2026
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docs(readme): simplify intro, drop quants/ML-engineer framing #106

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4 changes: 2 additions & 2 deletions README.md
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# mostlyright

**The public-data SDK for quants, ML pipelines, and AI agents.**
**A Python + TypeScript SDK for public data.**

[![PyPI version](https://img.shields.io/pypi/v/mostlyrightmd.svg)](https://pypi.org/project/mostlyrightmd/)
[![PyPI downloads](https://badgen.net/pypi/dm/mostlyrightmd?label=PyPI%20downloads)](https://pypistats.org/packages/mostlyrightmd)
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[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](LICENSE)
[![Docs](https://img.shields.io/badge/docs-mostlyright.md-blue.svg)](https://mostlyright.md/docs/sdk/)

`mostlyright` is a Python + TypeScript SDK for quants, ML engineers, and AI agents — one direct, schema-versioned interface to every public data source that matters. Today's adapters ship weather data (live METAR/ASOS, forecasts, GHCNh climate history, NWS CLI text products) and prediction-market settlements (Kalshi NHIGH/NLOW, Polymarket discovery + settlement, Kalshi + Polymarket trades). Next: SEC filings (EDGAR), equities structured data, Federal Reserve series (FRED), court filings, FDA approvals — anywhere the data is public, we ship the adapter. Local-first: no hosted backend, no API key for the public-data layer, byte-equivalent reproducibility from research to backtest, and leakage-free training pairs for ML pipelines.
`mostlyright` gives you one clean interface to public data sources. Today it ships weather (live observations, forecasts, climate history) and prediction-market settlements (Kalshi, Polymarket) — local-first, with no hosted backend and no API key.

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