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.
git clone --depth 1 https://github.com/ruvnet/rvcsiWrote 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/commands/ruvnet/rvcsi/rvcsi-events)<a href="https://agentmods.dev/commands/ruvnet/rvcsi/rvcsi-events"><img src="https://agentmods.dev/badge/commands/ruvnet/rvcsi/rvcsi-events/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/commands/ruvnet/rvcsi/rvcsi-events"><img src="https://agentmods.dev/badge/commands/ruvnet/rvcsi/rvcsi-events.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00021 | $0.00370 |
| Opus 5 | $0.00010 | $0.00185 |
| Sonnet 5 | $0.00004 | $0.00074 |
| Haiku 4.5 | $0.00002 | $0.00037 |
Grade A, and why
rvcsi-events 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 8d 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
/rvcsi-events
Run the rvCSI signal + event pipeline over a capture.
- Run
rvcsi events <file.rvcsi>(add--jsonfor the fullCsiEventobjects) — orcargo run -p rvcsi-cli -- events <file.rvcsi>in a checkout. - Under the hood: each exposable (
Accepted/Degraded/Recovered) frame goes throughSignalPipeline::process_frame(Hampel outlier filter → moving-average smoothing → DC removal → optional learned-baseline subtraction → phase unwrap), then intoWindowBuffer(16 frames / 1 s windows, fixed subcarrier count per window), then the four detectors run on each closed window: presence (hysteresis onpresence_score), motion (debounced edges onmotion_energy), quality (SignalQualityDropped/CalibrationRequired), baseline-drift (BaselineChangedon sustained relative drift,AnomalyDetectedon a single large relative jump). - Summarize: count events by kind, note the timeline (when presence starts/ends, motion bursts, baseline shifts), and call out any storm of one kind (often means the input has mixed subcarrier counts, no learned baseline, or genuinely high activity — suggest
/rvcsi-calibratethen re-run with the baseline). - Remember: detection ≠ decision — these are confidence-scored evidence signals, not ground truth. Quality-gate before acting on them; the heuristic breathing-band estimate especially is not a medical reading.
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.
- 8d ago First seen · 14 lines · 21 tokens per session scan A 4ca09c868dd4
rvcsi-events is a command published in the GitHub repository ruvnet/rvcsi (22 stars, last pushed 15d ago), licensed Apache-2.0. It adds 21 tokens to every session and 370 once invoked, about $0.0001 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.
Other commands, from other repositories
ruview-app
Run a RuView sensing application — presence, vitals, pose, sleep, environment mapping, MAT, point cloud, or a novel RF app.
ruview-train
Train a RuView model — camera-free WiFlow pose, camera-supervised pose (92.9% PCK@20), RuVector embeddings, domain generalization, local SNN, with optional GPU on GCloud.
verify-math
Verify a self-authored mathematical result end to end by routing claims across adversarial review, numerical falsification, symbolic or CAS checks, and Lean, then aggregating one report. Use when a theorem, proposition, conjecture, or paper-wide mathematical argument needs the appropriate combination of verification…
replication-package
Scaffold or audit a social-science replication package at a target directory, and audit the manuscript and its archived research objects against FAIR principles.
debug
Start GDB debug session with OpenOCD or probe-rs.
simulation-calibrator
Test and refine simulation accuracy with validation loops, bias detection, and continuous improvement frameworks.