Skills

A skill is a package of structured files that teaches an AI coding agent how to work with a specific tool or framework. The skill below was generated by Great Docs from this project’s documentation. Install it in your agent and it will be able to run commands, edit configuration, write content, and troubleshoot problems without step-by-step guidance from you.

Any agent — install with npx:

npx skills add https://uriahf.github.io/smoothstate/

Codex / OpenCode

Tell the agent:
Fetch the skill file at https://uriahf.github.io/smoothstate/skill.md and follow the instructions.

Manual — download the skill file:

curl -O https://uriahf.github.io/smoothstate/skill.md

Or browse the SKILL.md file.

SKILL.md

---
name: smoothstate
description: >
  Fast smoothing of state probabilities for Polars workflows. Use when writing Python code that uses the smoothstate package.
compatibility: Requires Python >=3.10.
---

# Smooth State

Fast smoothing of state probabilities for Polars workflows

## Installation

```bash
pip install smoothstate
```

## API overview

### Binary state smoothing

- `smooth_binary_state`: Smooth ``P(state=1 | prob)`` using rtichoke-compatible LOWESS

### Time-dependent state smoothing

- `smooth_state_cox`: Smooth event-state probability using secondary Cox + 3-knot RCS

## Resources

- [Full documentation](https://uriahf.github.io/smoothstate/)
- [llms.txt](llms.txt) — Indexed API reference for LLMs
- [llms-full.txt](llms-full.txt) — Comprehensive documentation for LLMs
- [Source code](https://github.com/uriahf/smoothstate)