Remyx AI CLI

Install Outrider on a repo, and Remyx handles the loop end-to-end: discovers newly-published arXiv methods matching your team's work, implements them as draft PRs, and validates each against the paper's reference before it lands.

Install

pip install remyxai
export REMYXAI_API_KEY=<your-key>   # from engine.remyx.ai/account

Quickstart

Install Outrider on a repo — server-side, no local git touched:

remyxai outrider init --repo your-org/your-repo --auto-interest

Trigger a run — three modes of specificity:

# 1. default — Remyx picks from the ranked pool; Outrider's audit augments via agentic search
remyxai outrider trigger --repo your-org/your-repo

# 2. --search-method — override the pool with a free-text query, implement the top hit
remyxai outrider trigger --repo your-org/your-repo \
  --search-method "riemannian preconditioning LoRA optimizer"

# 3. --pin-arxiv — exact paper, bypasses selection entirely
remyxai outrider trigger --repo your-org/your-repo --pin-arxiv 2402.02347v3

Documentation

Topic	Doc
Pipeline: discovery → implementation → validation	docs/pipeline.md
Method-targeted runs + team-scale patterns	docs/method-targeted-runs.md
Research Interests: three ways to create one	docs/research-interests.md
Install paths, credentials, bulk-install	docs/install-paths.md
Full command reference	docs/commands.md

Development

git clone https://github.com/remyxai/remyxai-cli
cd remyxai-cli
pip install -e .
pytest tests/

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