Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/remyxai/outrider/src-rungit 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/instructions/remyxai/outrider/src-run)<a href="https://agentmods.dev/instructions/remyxai/outrider/src-run"><img src="https://agentmods.dev/badge/instructions/remyxai/outrider/src-run.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00285 | $0.00285 |
| Opus 5 | $0.00143 | $0.00143 |
| Sonnet 5 | $0.00057 | $0.00057 |
| Haiku 4.5 | $0.00028 | $0.00028 |
Grade A, and why
outrider src-run.instructions.md 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 6d 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.
What it actually says
src/run.py conventions
- Single-file by design. ~16K LOC. Do not split into modules — session-crossing state, single import point for the composite action.
- Search before writing. Grep for
def <name>or the concept — the function you want probably exists (_github_token,_record_claude_usage,run_fidelity_audit,_mint_bot_token). - Test before commit. Every new behavior needs a test in
tests/test_<area>.py. Existing tests use monkeypatch to intercept subprocess, gh_api, and Claude CLI calls. - No new error handling for scenarios that can't happen. Trust framework guarantees inside outrider. Only validate at external boundaries — GitHub API responses, action inputs, Claude subprocess output.
- Don't touch
_BACKEND_RATESstructure. Additive rate-row updates only. Adding a model = new row + a matching test intest_model_base_url.py. - Chain-phase sequencing lives in
run_refinement_chain(around L16410). fidelity → convention → test.fidelity_skipped_*continues to convention + test (exceptno_pr);fidelity_failed_*short-circuits.
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.
- 6d ago First seen · 14 lines · 285 tokens per session scan A 3aec16d356d0
outrider src-run.instructions.md is an instructions file published in the GitHub repository remyxai/outrider (20 stars, last pushed 2d ago), licensed Apache-2.0. It adds 285 tokens to every session, about $0.0014 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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