> ## Documentation Index
> Fetch the complete documentation index at: https://docs.remyx.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Turn papers into PRs

## Two ways to go from a paper to a draft PR

Remyx turns recommendations into implementations through Claude Code — either on demand or on a schedule. (This replaces the earlier standalone experiment-generation pipeline, which has been retired in favor of working with Claude directly.)

<CardGroup cols={2}>
  <Card title="On a schedule — Automated discovery PRs" icon="compass" href="/platform/discover/outrider">
    A scheduled GitHub Action picks the most implementable recommendation for your repo and opens a reviewable draft PR (or a discussion Issue) on a cadence you set. Powered by Outrider + Claude Code.
  </Card>

  <Card title="On demand — implement with Claude Code" icon="code" href="/tutorials/get-started/implement-an-experiment">
    Connect Claude Code to Remyx over MCP, pull an experiment's launch context, and have the agent generate the implementation PR when you're ready.
  </Card>
</CardGroup>

Both paths share the same foundation: the [Feed](/platform/discover/feed) surfaces work ranked against your team's shipping history, a launch context grounds the implementation in your actual repo structure, and the result is a PR **you review and merge**.

## What you need

* A repo connected through the [GitHub App](/platform/manage/connectors#github)
* A [Research Interest](/platform/discover/feed) (the scheduled path can auto-create one from the repo)
* For the on-demand path: [Claude Code](https://docs.claude.com/en/docs/claude-code/setup) and a [Remyx API key](/platform/admin/account#api-access)
* For the scheduled path: an `ANTHROPIC_API_KEY` set as a repo secret (Claude Code usage is billed to you)

## Related

* [Automated discovery PRs](/platform/discover/outrider) — setup, configuration, and guardrails for the scheduled path
* [Implement an experiment](/tutorials/get-started/implement-an-experiment) — the on-demand Claude Code walkthrough
* [MCP Server](/resources/mcp-server) — the tools Claude Code uses against Remyx