outrider

Trigger, debug, and interpret Outrider Action runs on target repos as part of Claude-Code-driven paper-to-code work. Covers manual dispatch patterns, using remyxai-cli to scope paper search, fetching run logs and RUN SUMMARY JSON to interpret outcomes, checking GitHub coordination signals (existing PRs/Issues, upstream policy) before filing, and reading the fidelity audit's Coverage matrix to identify gaps before going upstream. Use when experimenting with Outrider on a target repo, debugging a failed or downgraded run, or preparing to shepherd a drafted PR upstream.

Guidance for using `remyxai-cli` — managing research interests, querying paper recommendations, dispatching Outrider action runs, and running batched design-review cycles. Trigger when the user mentions Outrider, GitRank, paper recommendations, `remyxai` commands, or research-implementation workflows against a target repo.