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wifi-densepose/plugins/ruview/codex/prompts/ruview-advanced.md

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/ruview-advanced — advanced RuView capabilities

Drive RuView's research-grade / multi-node features. Topic: $ARGUMENTS (one of multistatic, cross-viewpoint, tomography, field-model, intention, adversarial, security; if empty, ask).

  • multistatic (ADR-029) — treat every WiFi link in range (incl. neighbours' APs) as a bistatic radar pair, then fuse. v2/crates/wifi-densepose-signal/src/ruvsense/multistatic.rs (attention-weighted fusion, geometric diversity), phase_align.rs (iterative LO phase-offset, circular mean), multiband.rs, coherence.rs / coherence_gate.rs (Z-score scoring; Accept / PredictOnly / Reject / Recalibrate).
  • cross-viewpoint (ADR-016 viewpoint module) — combine 2+ nodes geometrically. v2/crates/wifi-densepose-ruvector/src/viewpoint/: attention.rs (CrossViewpointAttention, GeometricBias, softmax with G_bias), geometry.rs (GeometricDiversityIndex, Cramér–Rao bounds, Fisher Information), coherence.rs (phase-phasor coherence, hysteresis gate), fusion.rs (MultistaticArray aggregate root). Explore geometry first: node scripts/mesh-graph-transformer.js, node scripts/deep-scan.js.
  • tomography — ruvsense/tomography.rs reconstructs a voxel occupancy grid via an ISTA L1 solver (sparse — most voxels empty); pair with cross-viewpoint geometry for through-wall volumetric imaging. RuVector solver crates back the 114→56 subcarrier sparse interpolation.
  • field-model (ADR-030) — ruvsense/field_model.rs builds an SVD eigenstructure of the room, persists it (RVF, ideally on a Cognitum Seed); new frames are projected against it and the residual is the perturbation. Survives restarts; answers "what's different from the empty-room baseline?"
  • intention — ruvsense/intention.rs, pre-movement lead signals 200–500 ms ahead.
  • adversarial — ruvsense/adversarial.rs, rejects physically impossible signals + cross-checks multi-link consistency.
  • security (ADR-032, multistatic mesh hardening) — using neighbour APs and pooling links across a mesh expands the attack surface. Mitigations: adversarial.rs + coherence_gate.rs quarantine (Reject / Recalibrate) + Ed25519 witness chain (ADR-028). Run a security review (docs/security-audit-wasm-edge-vendor.md); see /ruview-verify.

Also relevant: ADR-031 (sensing-first RF mode), ADR-081 (adaptive CSI mesh firmware kernel), ADR-083 (per-cluster π compute hop), ADR-095/096 (on-ESP32 temporal modeling, sparse GQA).

Validate: cd v2 && cargo test -p wifi-densepose-signal --no-default-features && cargo test -p wifi-densepose-ruvector --no-default-features, then cd .. && python archive/v1/data/proof/verify.py.