outrider-experimentation

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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.

Code & Development 16 stars 1 forks Updated 3 days ago Apache-2.0

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Skill Content

# Outrider experimentation — field guide Ambient knowledge for using Outrider effectively on target repos: from dispatch to upstream. All commands here are ones I've actually used in practice; nothing speculative. ## When to use - Setting up Outrider on a new target repo - Dispatching a manual refinement / smoke run - Diagnosing why a run downgraded to Issue or opened at a different outcome than expected - Deciding whether an Outrider-drafted PR is ready to file upstream - Cross-checking a paper against existing coordination signals on the target repo ## Set up Outrider on a target repo Fastest path — CLI-generated workflow with the right backend selected: ```bash remyxai outrider setup-local --repo owner/name --backend moonshot ``` Backends: `anthropic` (default, Opus), `zai` (GLM), `moonshot` (Kimi K3). Setup-local prompts only for the selected backend's secret; add others manually via `gh secret set ANTHROPIC_API_KEY --repo owner/name < token.txt` for per-dispatch switching. Manual install (when the CLI shape doesn't quite fit): copy the workflow YAML from `remyxai/outrider`'s `.github/workflows/outrider.yml` and thread the `interest-id` you get from `remyxai interests get -f json`. ## Trigger manually ```bash # Fresh recommend (let selection pass pick) gh workflow run outrider.yml --repo owner/name --ref main # Pin to a specific paper (skip selection) gh workflow run outrider.yml --repo owner/name --ref main \ -f pin-arxiv=2509.09675v1 \ -f provider=moonsho...

Details

Author
remyxai
Repository
remyxai/outrider
Created
2 months ago
Last Updated
3 days ago
Language
Python
License
Apache-2.0

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