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.
pip install remyxai
export REMYXAI_API_KEY=<your-key> # from engine.remyx.ai/accountInstall Outrider on a repo — server-side, no local git touched:
remyxai outrider init --repo your-org/your-repo --auto-interestTrigger 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| 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 |
git clone https://github.com/remyxai/remyxai-cli
cd remyxai-cli
pip install -e .
pytest tests/- Outrider — the GitHub Action this CLI installs
- engine.remyx.ai — web app, account settings, API key
- Issues — bug reports and feature requests