Borrowing it
Nothing to install: this file belongs to remyxai/outrider. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/remyxai/outrider/main/.claude/skills/remyxai-cli/SKILL.mdgit clone --depth 1 https://github.com/remyxai/outriderWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/remyxai/outrider/remyxai-cli)<a href="https://agentmods.dev/skills/remyxai/outrider/remyxai-cli"><img src="https://agentmods.dev/badge/skills/remyxai/outrider/remyxai-cli/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/remyxai/outrider/remyxai-cli"><img src="https://agentmods.dev/badge/skills/remyxai/outrider/remyxai-cli.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Excessive Agency · line 73 Skill selects an external model or provider that may use a different account or billing plan than the operator expects. Undisclosed model switches can cause unexpected cost or quota consumption.Fix: Remove the model/provider override or disclose it prominently and require explicit operator approval before invoking an external coding CLI or billed model.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00076 | $0.01090 |
| Opus 5 | $0.00038 | $0.00545 |
| Sonnet 5 | $0.00015 | $0.00218 |
| Haiku 4.5 | $0.00008 | $0.00109 |
Grade A, and why
remyxai scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.
remyxai-cli guidance
Four command families: interests, papers, outrider, search. Full help via --help on any subcommand. Global option: -f json on most subcommands for machine-readable output.
Setup for a new target repo
- Own repo (team maintains it):
remyxai outrider init --auto-interest - External repo (shepherding to it):
remyxai interests from-repo --url https://github.com/<owner>/<repo> - Never run
remyxai interests create --context <URL>— produces stub-only contexts. Usefrom-repoor--auto-interest.
Verify a new interest before relying on it
--auto-interest sometimes returns success without extracting ExperimentHistory. Always verify:
remyxai interests get -i <name-or-uuid> -f json | jq '.context | length'
# Expect > 500. Under that = stub, re-run `interests from-repo` explicitly.
Also note: interests get requires -i <name-or-uuid> — positional arguments do not work.
Query recommendations
remyxai papers list -i <interest> -p week -n 30 --full
-p today|week|all— period filter--full— full reasoning text (default truncates; usually you want--full)-f json— machine-readableremyxai papers refresh— trigger a fresh Gemini re-ranking run
Dispatch Outrider — three trigger modes
# Default: ranker picks from the interest-scoped pool
remyxai outrider trigger --repo owner/name
# Search-driven: overrides pool with a query
remyxai outrider trigger --repo owner/name --search-method "<query>"
# Pin a specific paper (bypasses pool, most reproducible)
remyxai outrider trigger --repo owner/name --pin-arxiv <arxiv-id>
The target repo must already have Outrider installed (remyxai outrider init or setup-local). Authenticates via local gh CLI.
Backend selection (cost matters)
- Anthropic (default): premium reasoning, ~$3–5/dispatch. Best for shipping.
- z.ai GLM-5.2 (
--provider zai --model glm-5.2): ~10× cheaper. Best for exploration.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 104 lines · 76 tokens per session scan A 1fb5e04ff28c
remyxai is a skill published in the GitHub repository remyxai/outrider (20 stars, last pushed today), licensed Apache-2.0. It adds 76 tokens to every session and 1,090 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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