End-to-end RuView toolkit: getting started, ESP32 hardware setup, configuration, sensing applications (presence / vitals / pose / sleep / MAT), camera-free + camera-supervised model training, advanced multistatic sensing, CLI / API / WASM, mmWave radar, and witness verification
Plugin ruview from marketplace ruview in Gast779/RuView-fixed. Commands read from the repo's manifest — 1 month ago.
ruview-advanced-sensingAdvanced RuView capabilities — RuvSense multistatic sensing (attention-weighted fusion, geometric diversity, persistent field model), cross-viewpoint fusion across multiple nodes, RF tomography (ISTA L1 solver, voxel grids), longitudinal biomechanics drift, pre-movement intention signals, adversaria
ruview-applicationsRun RuView sensing applications — presence/occupancy, breathing & heart rate, activity & fall detection, 17-keypoint pose estimation (WiFlow), sleep monitoring & apnea screening, environment mapping, Mass Casualty Assessment (MAT), and the 3D point-cloud fusion demo. Use when someone wants to actual
ruview-cli-apiUse the RuView `wifi-densepose` CLI binary (incl. MAT scan/status/zones/survivors/alerts/export subcommands), the REST API (`wifi-densepose-api`, Axum), and the browser/WASM build (`wifi-densepose-wasm`, `wifi-densepose-wasm-edge`). Use when integrating RuView into another program, scripting it from
ruview-configureConfigure RuView — ESP32 sdkconfig variants, NVS provisioning, WiFi channel / MAC filter overrides (ADR-060), edge intelligence modules (ADR-041), sensing-server flags, multi-node mesh, and Cognitum Seed integration. Use when adjusting how a deployed RuView system behaves without changing code.
ruview-hardware-setupESP32-S3 / ESP32-C6 firmware build, flash, WiFi provisioning, and serial monitoring for RuView CSI sensing nodes. Use when setting up physical hardware, reflashing a node, or debugging a device that isn't streaming CSI.
ruview-mmwaveSet up and run RuView mmWave / FMCW radar sensing — ESP32-C6 + Seeed MR60BHA2 (60 GHz, heart rate / breathing rate / presence) and HLK-LD2410 (24 GHz, presence + distance), plus mmWave↔WiFi-CSI sensor fusion (48-byte fused vitals, MR60BHA2/LD2410 auto-detect, v0.5.0+). Use when the deployment includ
ruview-model-trainingTrain RuView models — camera-free WiFlow pose (10 sensor signals, no labels), camera-supervised pose (MediaPipe + ESP32 CSI → 92.9% PCK@20, ADR-079), RuVector contrastive embeddings (AETHER, ADR-024), domain generalization (MERIDIAN, ADR-027), local SNN environment adaptation, plus GPU training on G
ruview-quickstartOnboarding and first-run for RuView (WiFi-DensePose) — Docker demo with simulated data, repo build, and the fastest path to a live sensing dashboard. Use when someone is new to RuView or wants the shortest path to "it works on my machine".
ruview-verifyVerify a RuView build — full Rust workspace tests, the deterministic Python pipeline proof (SHA-256 Trust Kill Switch), firmware hash manifest, and the ADR-028 witness bundle with one-command self-verification. Use after any significant change, before merging a PR, or to produce an attestation bundl
/ruview:ruview-advancedUse advanced RuView capabilities — multistatic sensing, cross-viewpoint fusion, RF tomography, persistent field model, intention signals, adversarial detection, mesh security.
/ruview:ruview-appRun a RuView sensing application — presence, vitals, pose, sleep, environment mapping, MAT, point cloud, or a novel RF app.
/ruview:ruview-flashBuild and flash RuView ESP32 firmware (8MB or 4MB), then confirm the CSI stream.
/ruview:ruview-provisionProvision WiFi credentials, sink IP, and optional channel / MAC-filter overrides onto a RuView ESP32 node.
/ruview:ruview-startGet started with RuView — pick the fastest path (Docker demo, repo build, or live ESP32) and walk through it.
/ruview:ruview-trainTrain 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.
/ruview:ruview-verifyVerify a RuView build — Rust tests, deterministic Python proof, firmware hashes, ADR-028 witness bundle + self-verification, and the pre-merge checklist.
ruview-config-engineerConfigures RuView deployments — ESP32 firmware variants (8MB/4MB/Heltec), sdkconfig, NVS provisioning, WiFi channel / MAC-filter overrides (ADR-060), edge intelligence modules (ADR-041), sensing-server flags, multi-node mesh, and Cognitum Seed integration. Use to set up or tune a RuView system witho
ruview-onboarding-guideWalks a newcomer through RuView (WiFi-DensePose) from zero to a working sensing setup — picks the right path (Docker demo / repo build / live ESP32), explains the physics and the hardware caveats, and points to the next steps. Use when someone is new to the project or asks "how do I get started".
ruview-training-engineerTrains, evaluates, and ships RuView models — camera-free WiFlow pose, camera-supervised pose (MediaPipe + ESP32 CSI → 92.9% PCK@20, ADR-079), RuVector contrastive embeddings (AETHER, ADR-024), domain generalization (MERIDIAN, ADR-027), local SNN environment adaptation, GPU training on GCloud, and Hu
End-to-end RuView toolkit: getting started, ESP32 hardware setup, configuration, sensing applications (presence / vitals / pose / sleep / MAT), camera-free + camera-supervised model training, advanced multistatic sensing, CLI / API / WASM, mmWave radar, and witness verification
10 skills · 7 commands · 3 agents · 1 MCP server
Arch Studio — governed AEC skills and portable studio workflows for Codex and Claude Code.
61 skills · 8 agents · hooks
Use when Velero backups or restores in Kubernetes fail or do not happen: a BackupStorageLocation that is Unavailable ("is unavailable", NoSuchBucket, AccessDenied, a wrong endpoint or region), a Backup in FailedValidation, Failed or PartiallyFailed, or stuck in New, Queued or InProgress, a Schedule in FailedValidation ("invalid schedule") or that makes no backups, a Restore that is Completed with warnings but did not bring objects back ("already exists", "the in-cluster version is different than the backed-up version"), a PartiallyFailed restore, volume data from File System Backup (PodVolumeBackup, node-agent) or the CSI data mover (DataUpload) that fails, and backups missing from a cluster. Investigates with kubectl get, describe and the Velero server logs, never reading Secrets or backup contents, and proposes fixes. Reads first and asks before changing anything.
1 skill
rvCSI toolkit: record/transcode CSI into validated .rvcsi captures, inspect them, replay them, run the DSP + event pipeline (presence/motion/anomaly/baseline-drift), decode Broadcom chanspecs and list Nexmon chips, learn calibration baselines, export to RuVector RF memory — plus an agent that knows the normalized schema, the validation rules, and the CsiSource adapter contract (ADR-095, ADR-096).
5 commands · 1 agent
Automotive Dealership Operations specialist team — agents (dealership-operations-lead, sales-desking-analyst, fixed-ops-service-specialist, fi-products-specialist), skills, templates, commands, an advisory hook, best-practice rules, and a research-grounded knowledge bank. An operations team for a dealer principal or GM accountable for total gross, fixed-ops absorption, and inventory turn — it runs the store on fixed-ops not new-car gross, manages days-supply and floorplan as carrying-cost cash, reads total gross per unit as front plus back, and treats absorption as the survival metric. Inherits ravenclaude-core protocols.
5 skills · 5 commands · 4 agents · hooks
Rook-managed Ceph suite — Rook/Ceph upgrade order and version gates, the CVE-2025-30156 AES256K CephX key rotation, the Rook v1.20 ceph-csi-operator move; troubleshooting (mClock-locked recovery, PG states, OSD OOM sizing, restore-quorum, OSD removal, stuck RBD PVCs); performance (mClock NVMe capacity trap, memory sizing, PG autoscaler, networking, Tentacle Fast EC, krbd vs rbd-nbd); and RGW/S3 (SigV4 hardening fallout, AWS SDK checksums, sharding, Rook object CRDs). Squid 19.2 and Tentacle 20.2.
77 skills
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