New leaf crate v2/crates/ruview-offaxis implementing ADR-324's projection
core from the published math only (Kooima 2008 generalized perspective
projection; Casiez 2012 one-euro filter) — no code from the unlicensed
prior-art repo. Dependency-free native core; wasm-bindgen surface gated to
wasm32 (cdylib+rlib, ~54 KB wasm after bindgen).
- projection: Screen (3 corners, any orientation) + off_axis() -> typed
errors, never NaN matrices; column-major f64 (three.js Matrix4 layout).
Tests pin the defining invariants: screen corners -> NDC corners for a
grid of eye positions and tilted screens; screen-plane points are
eye-invariant; centered eye reduces to the symmetric frustum; near/far
map to NDC -1/+1.
- filter: one-euro with injected timestamps (no clock in crate);
monotonicity/convergence/NaN-rejection tests.
- rf: field-peak extraction mirroring field_localize.rs constants
(X_SCALE 0.6, Z_SCALE 0.5, PEAK_THRESHOLD 0.35) and the Tier B
coarse-parallax stage (deadband, gain, hard clamp) so over-claiming is
impossible at the API level. No accuracy numbers asserted.
- wasm: OffAxisCamera + RfParallax bindgen classes; per-frame updates hold
last good state instead of throwing.
- benches (criterion): full Tier B frame ~598 ns; argmax scan optimized
-18%/-33% (20x20/100x100). MEASURED table + reproducer in README.
- examples/three.js/demos/07-off-axis-window.html: demo with SYNTHETIC
mouse simulator and labeled RF Tier B mode ('coarse body parallax - not
head tracking'), physical calibration panel, /ws/sensing input, and a
build-instructions overlay when the local pkg/ output is missing
(generated artifacts stay uncommitted; .gitignore entry added).
- Validated 23 unit tests + doctest, clippy clean, wasm32 release build,
Node smoke test of the bindgen output, and a headless-Chromium run of
the demo (engine load, eye response, mode labels, ws failure path).
- ADR-324: header + section 2.5 amendment recording the Rust/WASM core.
Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_01BU3NcEgTpAVvu5QGtw4czT
Deep-research ADR answering whether icurtis1/off-axis-sneaker can be used
with RuView. Adopts the head-coupled perspective technique (Kooima
generalized off-axis projection) via a clean-room implementation — the
upstream repo is unlicensed, so no code or assets are reused. Defines a
tiered integration: webcam-fine tracking with RF presence gating and
multi-person arbitration (Tier A), an explicitly labeled RF-only coarse
body-parallax mode (Tier B), and evidence-gated future metric RF head
positioning (Tier C). No server changes; existing /ws/sensing and
/api/v1/stream/pose streams only. Indexed in the ADR README.
Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_01BU3NcEgTpAVvu5QGtw4czT
Fix breathing confidence, Windows desktop launch and clean UI builds, contributor-harness line-ending integrity, runtime secret hygiene, and remove the six ADR-299 CSI/person-data files from the current tree.
Reviews and fixes RuView's 10 most recent substantive issues, plus closes
the wiring gap flagged in the perception-substrate review (docs/adr,
gist, release notes from the PR #1579 review).
## Fixed
- #1526: UI falsely claimed "LIVE — ESP32 Hardware Connected" whenever the
unauthenticated /api/v1/status probe 401'd. Now sends the bearer token
on the probe (the fallback direction was already fixed by ADR-295).
- #1554: top-level `classification` (GET /api/v1/sensing/latest) was the
last UDP packet's single node, not the fused room aggregate, so it
flapped at packet rate with 2+ disagreeing nodes. Now derived from
`RoomInference` (ADR-297's `fuse_room`) at both call sites.
- #1541: per-node MQTT `presence`/`presence_score` read a `classification`
JSON key that does not exist on `NodeInfo` (the real field is
`node_inference`), silently falling back to the room aggregate for
every node — reproducing the exact "lockstep publish" the field report
measured. Also fixed the *existing* regression test for this bug,
which used the same wrong key in its own fixture and so never caught it.
- #1557: pose-fusion's `wsPortMap` only knew port 3000, so a remapped host
port fell through to `localhost:8765` (nothing there for a remote
viewer). WS port is now derived from `location.port` instead of a
2-entry lookup table (the "never render simulated as live" half was
already fixed by ADR-295's `onVerifiedFrame` gate).
- #1525: the no-model pose path already clamps keypoint confidence to a
0.1 floor, but the renderer's own threshold is also 0.1 compared with
`<=`/`>` — a keypoint at exactly the floor was still invisible. Floor
raised to 0.15 to clear the client's gate.
- #1556: `--mqtt-ca-file`/`--mqtt-client-cert`/`--mqtt-client-key` were
parsed and stored but never applied — TLS always used the system trust
store, so a self-signed broker always failed UnknownIssuer. Now builds
`rumqttc::TlsConfiguration::Simple` from the real PEM files (no new TLS
dependency needed). A file that can't be read logs why and falls back
to system trust instead of failing opaquely later.
- #1555: the MQTT availability heartbeat asserted "online" for every known
node on a fixed 30s timer regardless of whether that node's data was
still arriving. Now tracks each node's last-seen broadcast snapshot and
only reports "online" within a 10s freshness window, otherwise
"offline" — a frozen sensor can no longer look available. (The other
half — restarting a publisher that goes permanently silent — needs a
reproduction the reporter themselves weren't certain of; left for a
follow-up rather than guessing at the trigger.)
- #1540: already fixed on main (node-keyed RateLimiter, ADR-297).
- #1521/#1522: not fixable in this repo (published HF model artifact);
replied with the ADR-298 gate status and the exact byte-level fix for
the safetensors header, and corrected the README row that claimed the
file loads with the reference loader.
- #1542, #1527: replied — #1542 is a real, larger firmware+server feature
left open for follow-up; #1527's suggested fixes were already applied,
the one residual sample is an inherent first-frame paint gap.
## Certificate spine wiring (closes the gap flagged in the PR #1579 review)
`ruview-certify` and `ruview-policy` now depend on `ruview-ood` and provide
real `From<ruview_ood::DomainState>` adapters plus a composed entry point,
`ruview_policy::authorize_from_certificate`, matching the adapter contract
`ruview-policy`'s own doc comment already described but that no code
actually implemented. A new cross-crate integration test
(`acceptance_test_b_real_integration`) mints a real signed
`CapabilityCertificate` and proves a real post-drift `ruview_ood::Unknown`
denies a `SafetyCritical` action through the composed pipeline — not two
disconnected unit tests hand-setting the same enum value.
Also:
- Wires `evaluate_linear_head` (ADR-298 model-release gate) into a new CI
job so the checker itself can't silently regress; documents that gating
an actual model publish is still a manual step (no HF automation here).
- Wires `SourceState::export_watermark()` into `start_recording`: a
recording captured while the source is synthetic is now stamped in its
metadata (not the filename or per-line JSON, to avoid breaking
`delete_recording`'s path reconstruction or the training dataset
loader's schema).
- Updates docs/user-guide.md's "Developer Preview" section to describe
what's now genuinely wired vs. still not (no live continuous
calibration/OOD loop in the running server yet).
## Validation
- cargo test --workspace --no-default-features: 4391 passed, 0 failed
- cargo build --release -p wifi-densepose-sensing-server --features mqtt:
clean
- Server smoke-tested end-to-end against the simulator (real startup,
UDP/WS/HTTP listeners, /api/v1/sensing/latest stable across calls)
- Real ESP32-S3 hardware was NOT reachable this session (no COM port
present, zero UDP frames received after 40s bound to 0.0.0.0:5005) —
the multi-node fixes are validated by the new unit/integration tests
and full-workspace regression, not by live hardware.
Co-Authored-By: claude-flow <ruv@ruv.net>
Documents the 9 new spine crates (calibrate -> certify -> govern) as a
composable library, explicit about current status: each crate is tested in
isolation but not yet wired together or into the live sensing-server
request path (DomainState is 3 separate enum types across
ruview-ood/certify/policy with no automatic bridge). Contrasts against the
two ADR-292-296 remediation items that ARE genuinely enforced today: UDP
source allowlisting (checked on every packet) and the CSI data-policy CI
guard.
The higher-ceiling primitives on the fused world state. Six crates, all
deterministic SYNTHETIC/L0 model scaffolds (a twin predicts, it never measures);
70 tests + 6 doctests, verified green independently.
ruview-twin (ADR-312): per-deployment RF twin — radio geometry, a documented
synthetic log-distance + wall-attenuation propagation model, per-link expected
distributions, and the load-bearing delta(observed,expected) that localizes a
physical change (moved node / new reflector) to specific links. 8 tests.
ruview-infogain (ADR-311): Value(sensor) = expected uncertainty reduction /
weighted cost; pure bounded-greedy selection under a multi-dimension budget;
unknown-value candidates handled explicitly (defer/probe, never silent zero). 15.
ruview-active (ADR-306): closed-loop control vocabulary (channel/bandwidth/
cadence/antenna as validated ranges); step() proposes the next measurement to
reduce uncertainty, widening exploration when the last response is UNKNOWN;
emits a plan, never RF. 13.
ruview-placement (ADR-305): floorplan + inventory -> ranked placement via the
twin's propagation model; blind-spot flags; predicted-vs-observed adjustment. 11.
ruview-memory (ADR-309): learns per-zone normal physics; anomalies are
significant deltas vs baseline emitted as evidence records; UNKNOWN before a
baseline exists (no false positives). 14.
ruview-counterfactual (ADR-310): scores hypotheses under the twin — empty-room
vs occupied, one person vs two; UNKNOWN when indistinguishable. 8.
Flips ADR-305/306/309/310/311/312 to implemented. Completes all three phases of
the ADR-297 perception-substrate program. No hardware/MEASURED claims.
Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_015TcKegTS7QqhWPC2L2SzaS
The layer that turns the certificate spine into a modality-agnostic perception
substrate. Four crates, all deterministic and green independently (43 tests).
ruview-hal (ADR-317): one abstraction mapping any modality (CSI/802.11bf/BLE/
UWB/mmWave/acoustic/camera/lidar/IMU/custom) to a canonical ontology Observation.
SensorHal trait + two SYNTHETIC/L0 reference adapters; malformed input yields a
degraded UNKNOWN observation, never a panic; synthetic can never alias measured.
8 tests.
ruview-groundtruth (ADR-300): reference sensors as a formal VALIDATION plane
(never an estimator input, enforced by the type boundary); modality-agnostic
ReferenceSeries, deterministic cross-correlation alignment, AgreementReport with
mandatory SessionScope, emitting per-context ruview-evidence records; Measured
requires reference + coverage + reproducer. 15 tests.
ruview-track (ADR-304): privacy-preserving persistent tracks (opaque person ids,
coarse non-reversible features, no civil-identity binding); ambiguous detections
stay tentative rather than misassigned; cross-zone hand-off. 8 tests.
ruview-fusion (ADR-308): multiple HalObservations -> one probabilistic WorldState,
uncertainty-aware (confidence-weighted, not naive averaging); irreconcilable
conflict or insufficient coverage yields UNKNOWN, not a confident average.
9+ tests incl. irreconcilable_conflict_yields_unknown.
Flips ADR-300/304/308/317 to implemented; registers the four crates as workspace
members. SYNTHETIC/L0 throughout; no hardware/MEASURED claims.
Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_015TcKegTS7QqhWPC2L2SzaS
Elevates decision policy (action authorization) into phase 1 (ADR-318): a
fail-closed gate that authorizes a governed action only when the capability
certificate class, freshness, uncertainty ceiling, evidence floor, and live
domain state (KNOWN, not DEGRADED/UNKNOWN) all satisfy the action class —
convenience vs security vs safety-critical. UNKNOWN denies high-assurance
actions; every decision is the terminal witness-chain stage.
Amends ADR-297 with: the epistemic-reliability pipeline as the product thesis;
four non-negotiable rules (UNKNOWN first-class; certificates bind
cryptographically; one canonical downstream semantics; benchmarks expose
worst-domain + CIs); the certificate-staleness guard (certificates conditional
on a continuously evaluated domain signature; VALID->DEGRADED->UNKNOWN
auto-degrade triggers recalibration); the three-primitive commercial framing
(Runtime / Certify / Trust-Fleet); and acceptance test B (drift invalidation
before a false inference reaches an actuator).
Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_015TcKegTS7QqhWPC2L2SzaS
Frames the calibration/evidence/trust/deployment layer as a 20-primitive
phased program with a dependency DAG and phase assignments. Phase 1 is the
certificate spine (spatial ontology, authenticated identity, witness chain,
calibration cert, OOD gating, evidence engine, capability certificate,
multi-domain benchmark scorecard) — the acceptance test decomposed and
buildable without new hardware. Phase 2/3 are integration and research-forward
primitives. Child ADRs 298-317 follow.
Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_015TcKegTS7QqhWPC2L2SzaS
Turns the review's code-implementable P0/P1 items into ADRs: source
provenance state machine (synthetic never presents as live), UDP data-plane
bind hardening (loopback default + allowlist, step one), multi-node semantic
correctness (per-node inference, node-keyed rate limiter, stale state), model
release sanity gates (block degenerate/mislabeled heads), and CSI data-incident
repo controls. Also fixes the stale .gitignore rule so the active recordings
directories and CSI globs are covered going forward.
Tree removal of existing recordings, history rewrite, and withdrawal of the
published presence head are gated on maintainer sign-off (outward-facing /
destructive) and intentionally not done here.
Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_015TcKegTS7QqhWPC2L2SzaS
Adds wifi-veil (pinned git rev, dependency-free, MIT/Apache-2.0) to the
workspace and gates it behind a new 'veil' feature in wifi-densepose-bfld.
The bfld::veil module exposes deterministic attacker-vs-protector shield
assessments (re-ID collapse, throughput ratio, energy-conservation audit)
with a mandatory SYNTHETIC/L0 evidence label. Advisory only: no RF
emission, no frame mutation, BFLD invariants I1-I3 untouched. Default
build unchanged; 6 new feature-gated tests pass.
Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_015TcKegTS7QqhWPC2L2SzaS
Three ADRs closing the highest-impact gaps from the 2026 SOTA research
sweep: public-benchmark comparability (Widar3.0 ingest + leakage-guarded
split protocols), wideband 802.11ax CSI ingest (FeitCSI/AX210), and a
vitals ground-truth rig (reference ingest, alignment, Bland-Altman
agreement, evidence grading). Implementations follow in this branch.
Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_015TcKegTS7QqhWPC2L2SzaS
Adopt "WiFi Veil" as the product name across all user-facing surfaces, keeping
VEIL (Verifiable Emission-shaping for Identity-Leakage prevention) as the
technical codename it's built on. Only prose, titles, descriptions, and the
console UI change — no code identifiers, file names, crate/npm `name` fields,
or the deterministic proof witness are touched, so `cargo test` and the C-core
host test are unaffected.
- Crate & research READMEs: title + defining line now "WiFi Veil (codename VEIL — …)".
- Cargo.toml / package.json / plugin.json descriptions: "WiFi Veil …".
- Console UI (veil-console.html): title, brand, and copy say "WiFi Veil".
- Firmware tree (README, per-provider READMEs, BUILD/INTEGRATION/MEASUREMENT):
"WiFi Veil protector/core/shield".
- Harness manifest: recomputed SHA-256 digests for the four changed packaged
files (README, package.json, CLAUDE.md, plugin.json) — all verified consistent.
Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_01WEXNqzs7UsfNFBcP5yW21p
Take VEIL from the synthetic Rust reference model toward real WiFi silicon
across multiple hardware providers, around one shared, host-validated core.
Answers the questions "can OpenWRT / open WiFi software implement this?" and
"can ESP32 help scramble signals?" with an honest per-platform feasibility map.
Portable C shield core (firmware/privshield/core/) — VALIDATED (host test):
- veil_shield.{h,c}: keyed Givens-rotation obfuscation of the identity-bearing
"fine" subspace, C99, no malloc / no libc I/O, only <math.h>. SplitMix64 key
schedule byte-identical to the Rust crate, so on-air behavior is consistent
everywhere and every adapter links the same math.
- make test passes: energy conservation (orthogonal => "not jamming"),
reversibility (recover inverts apply), wrong-key-fails, and PRNG stream parity
with the Rust crate. This is build/host evidence, NOT silicon.
Per-provider adapters (all SYNTHETIC / L0, build-only, TODO(hw) markers):
- openwifi/ grade B (ceiling A, effort D): only open PHY/MAC (FPGA) that can
host the full keyed rotation + inverse; needs new HDL + 2nd TX chain. Carries
the P5 measurement protocol (MEASUREMENT.md) for the first MEASURED result.
- openwrt/ grade C: per-packet keyed unitary is blob-blocked on commodity APs;
coarse compliant knobs (TX antenna map, sounding-cadence jitter) reachable
from userspace/hostapd; ath9k is the one credible driver-patch route.
- nexmon/ grade C: reading the compressed-BF angles is solved (nexmon_csi /
Wi-BFI); shaping the transmitted report is research-grade (D11 ucode-adjacent).
- esp32/ grade F (self) / B (supporting): cannot shape its own BF feedback
(closed esp-phy-lib blob); legitimate as a sensing detector and external-RIS
controller — the honest way ESP32 "helps scramble", via an external surface.
Docs:
- firmware/privshield/README.md: architecture, layout, and the feasibility matrix.
- ADR-290: the E2E hardware program, PROOF discipline, and per-provider decision;
added to docs/adr/README.md index.
Compliant waveform controls only, never jamming. No adapter has run on silicon;
no MEASURED claim is made (that is roadmap P5, gated on a captured log).
Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_01WEXNqzs7UsfNFBcP5yW21p
A dependency-free native binary (`src/bin/veil.rs`) — the in-repo counterpart to
the npm metaharness — that drives the same crate API the tests use:
- Interactive ANSI dashboard (TUI): live status, re-ID off/on vs chance,
throughput, compliance (energy 1.000× / not jamming), a block-sparkline
collapse curve, config, and PASS/OUT-OF-SPEC verdict. Command-driven redraw
loop (std-only, no crossterm/ratatui): on/off, passes/bits/n/snr,
metric euclid|cosine, preset scif|board|ward|hotel, optimize, proof.
- Scriptable subcommands: report, sweep, optimize, adaptive <N>, proof, doctor
(exit 0 = healthy). Auto-picks TUI on a terminal, one-shot report when piped;
honors NO_COLOR.
Std-only, so it builds with no extra deps and runs in any pipe/CI. The wasm leaf
story is unchanged (validated with `--lib`; the bin is native-only). All
readouts are SYNTHETIC/L0 and never relabeled.
Validated: 38 tests + doctest pass, clippy --all-targets -D warnings clean,
rustfmt clean, wasm --lib builds; all subcommands + a scripted TUI session
exercised. Documented in the crate README and ADR-288.
Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_01WEXNqzs7UsfNFBcP5yW21p
Two additions on top of the hyper-optimized VEIL shield.
1) Adaptive optimization (v2/crates/wifi-densepose-privshield/src/optimize.rs):
- optimal_bits_across_snr / model_optimal_bits_for_snr: the throughput-
optimal feedback resolution shifts with SNR (unconstrained optimum 4 bits
at 5-10 dB, 3 bits at 20-40 dB); within the spec {5,7,9} set it stays 5,
which is why the shipped shield is SNR-stable.
- adaptive_shield / min_passes_for_n: derive a shield for a specific
deployment. Finding: the collapse budget is N-independent in this model
(48 passes collapses N in {8,64} alike) — it is set by the fine-subspace
dimension, not the candidate count. Defaults unchanged, so the proof
witness is untouched. 38 tests + doctest pass; clippy -D warnings clean.
2) npm metaharness harness/wifi-densepose-privshield/ (ADR-289), mirroring
wifi-densepose-sar-harness (ADR-286) with two improvements:
- @metaharness/* imported dynamically inside the commands that need them, so
`guidance` and `--help` run with ZERO dependencies installed (offline / pre
`npm install`).
- a dependency-free VEIL `guidance` command: a source-cited, evidence-
labelled, read-only capability map (topics: overview, threat,
countermeasure, compliance, optimization, experiment).
Standard router + flywheel (SYNTHETIC) + Darwin wiring, tailored to VEIL
task axes and policy levers. Tests: smoke + router + flywheel (need install)
and guidance (offline). .harness manifest generated with real per-file
hashes. Validated offline: cli syntax, --help, guidance topics, exit codes,
graceful degradation when deps are absent.
Docs: research bundle 08 gains a per-deployment adaptivity section; 07 and the
crate README point at the harness; ADR-289 added and indexed.
Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_01WEXNqzs7UsfNFBcP5yW21p
Adds an `optimize` module that replaces the hand-picked shield config with a
derived, robustness-verified optimum, and hardens the experiment so the
collapse is proven to be signal-level, not classifier-level.
Model changes:
- throughput.rs: add a feedback-airtime term (cost rises with feedback bits)
alongside the falling quantization residual, giving a genuine interior
throughput optimum in feedback resolution.
- attacker.rs: add a selectable distance metric (Euclidean + Cosine) so the
optimizer can require the collapse to hold under multiple classifiers.
- experiment.rs: thread the attacker metric through; build the channel once.
optimize.rs:
- optimal_feedback_bits / spec_optimal_feedback_bits: throughput-best resolution
(3 bits unconstrained, matching DySPAN-2026; 5 bits within the 802.11 {5,7,9}
set).
- min_givens_passes: smallest mixing budget that collapses re-ID robustly across
both metrics AND N in {16,32}.
- pareto_frontier and hyper_optimize.
Findings and adopted defaults:
- Proven-minimum robust passes = 48; the hand-picked 112 was 2.3x over-
provisioned. Rotation mixing is keyed (never signaled), so extra passes are
throughput-free -> ship 96 (2x margin).
- Feedback resolution 5 bits (spec-optimal), down from 7.
- ShieldConfig::default() now equals hyper_optimize()'s output; a test guards
against drift.
Net vs. the original: strictly better on BOTH privacy and throughput.
Reference (SYNTHETIC/L0, N=16): re-ID 100% shield-off -> 4.7% shield-on
(chance 6.25%, below chance), throughput 97.6%, energy ratio 1.000000. 35 tests
+ doctest pass; clippy -D warnings clean; builds for wasm32.
Docs: new docs/research/privacy-shield/08-optimization.md; updated bundle
README/03/05/07 and ADR-288 with the derived operating point.
Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_01WEXNqzs7UsfNFBcP5yW21p
VEIL (Verifiable Emission-shaping for Identity-Leakage prevention) is the
countermeasure counterpart to BFLD (ADR-118/121): where BFLD detects when
beamforming feedback becomes identifying, VEIL shapes a node's own outgoing
feedback so an unauthorized passive sniffer cannot re-identify people, while
a legitimate receiver that shares the per-session key sees an unchanged link.
Mechanism: identity leaks through the fine cross-subcarrier phase structure of
a compressed beamforming report; throughput rides the dominant beam direction.
These are (mostly) separable subspaces. VEIL composes extra keyed Givens
rotations (the report's native primitive) over the fine subspace only. The
rotation is orthogonal (energy-preserving -> not jamming), keyed per session
(the AP inverts it -> throughput preserved), and fresh each session (a sniffer
cannot average it back -> re-identification collapses to chance).
Contents:
- v2/crates/wifi-densepose-privshield: deterministic, dependency-free,
WASM-ready pure-compute leaf implementing the attacker-vs-protector
experiment, the four compliant controls, a throughput model, a
machine-checkable "not jamming" compliance audit, and a pinned witness.
29 tests + doctest pass; clippy -D warnings clean; builds for
wasm32-unknown-unknown.
- docs/research/privacy-shield: 8-file research bundle (SOTA, threat model,
design, compliance/regulatory, experiment protocol, market, roadmap).
- docs/adr/ADR-288: formal decision record.
Reference results (SYNTHETIC / L0, N=16 identities): passive re-ID accuracy
100% shield-off -> 7.8% shield-on (chance 6.25%); modeled throughput ratio
98.0%; emission energy ratio 1.000000 (compliant). All defense numbers are
SYNTHETIC until a two-node hardware capture with a witness exists.
Compliant waveform controls only; never jamming (47 U.S.C. 333/302a analysis
in the bundle).
Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_01WEXNqzs7UsfNFBcP5yW21p
The crates.io section claimed "All 16 crates are published at v0.3.0" --
stale even before this session (crates publish independently and had
already drifted to 0.3.1-0.3.6). Replaced with an accurate framing
(cargo add resolves each to its own latest) and added the new
wifi-densepose-sar crate (ADR-287) to the list.
- .claude/commands/route.md and flywheel.md -- the two CLI subcommands
added alongside darwin/router/flywheel wiring never got matching
guidance files (unlike doctor/review-diff), so they weren't fully
wired into the harness's own MCP tool listing. Added, following the
existing pattern.
- CLAUDE.md: note the crate + harness are both published now (crates.io
v0.3.1, npm v0.1.0).
- New ADR-286 documenting the harness's MetaHarness scaffold + the
darwin/router/flywheel wiring decision, following the ADR-182/ADR-285
precedent (every harness in this repo gets one).
- docs/adr/README.md: index rows for ADR-286 and the crate's ADR
(287 -- see the next commit for the renumbering-from-283 story).
ADR-283 was already taken by ADR-283-ruview-community-metaharness-flywheel.md,
merged to main before this branch's work started -- picked without checking
against main's actual current ADR list. Renumbered to ADR-287, the next free
slot after ADR-286 (the wifi-densepose-sar-harness ADR, no collision there).
Updated every reference across the crate (Cargo.toml description, lib.rs/
geometry.rs/measurement.rs/pointcloud.rs/reconstruct.rs/resolution.rs doc
comments, tests/physics_validation.rs), its README, the tutorial doc,
CHANGELOG.md, and the workspace Cargo.toml's member comment. 25 tests still
pass after the rename (doc-comment-only changes, no logic touched).
focus_at_point called Complex64::from_polar (a sin/cos pair) once per
(pose, frequency) term. FrequencySweep::frequencies() produces evenly
spaced frequencies by construction, so the per-term phase is an
arithmetic progression in the frequency index -- the phasor can be
evaluated once per pose and advanced by a fixed complex-multiply step
per frequency instead, turning K trig evaluations into 2.
focus_at_point's signature changes from a raw &[f64] frequency slice
to &FrequencySweep, so the evenly-spaced-frequencies precondition
this optimization depends on is a type-level invariant rather than a
caller-observed one -- an arbitrary non-uniform frequency list is no
longer constructible through this API at all.
MEASURED (criterion regression detection, p < 0.001): ~4.4-4.5x
faster across 512/4096/32768-voxel grids (300us/1.97ms/14.5ms vs the
prior 1.47ms/10.4ms/73.5ms). Proven equivalent, not just faster: a new
test independently reimplements the direct per-frequency computation
as a reference and checks the optimized path against it across four
sweep sizes (incl. the n_steps=1 degenerate case) and both on-target
and off-target points, to <1e-9 relative error.
25 tests (22 unit + 3 integration), 0 failed, clippy-clean.
New standalone leaf crate implementing the synthetic-aperture-radar
reconstruction primitive a handheld through-wall RF imaging device
would need: a stepped-frequency multi-position complex forward
measurement simulator, delay-and-sum backprojection reconstruction,
point-cloud extraction, and closed-form range/cross-range resolution
+ antenna-pose coherence-budget formulas checked against the
reconstruction's actual behavior in tests/physics_validation.rs.
Motivated by comparing this repo against Applied Electrodynamics'
"WaveSight" launch. Scoped explicitly below ADR-278's RISE/DiffRadar/
GeRaF reproduction gates: this is the bare measurement-model +
backprojection primitive, not a reproduction of any published system
or a claim about real hardware capability. Every number is
SYNTHETIC/L0 (ADR-282) -- no wideband RF hardware backs this crate.
24 tests (21 unit + 3 integration), 0 failed, clippy-clean. Adds a
tutorial walkthrough and MEASURED backprojection benchmark numbers.
--convert-model rejected the published model.safetensors because its
JSON header is padded to an 8-byte boundary with trailing NUL bytes,
which a strict serde_json::from_slice parse treats as trailing
characters. Trim the padding before parsing, with a regression test
that reproduces the exact boundary-padded shape of the real HF file.
docs/huggingface/MODEL_CARD.md had drifted from the card actually
published on the Hub: every file in its "Files in this repo" table
(pretrained-encoder.onnx, pretrained-heads.onnx, pretrained.rvf,
room-profiles.json) does not exist in ruvnet/wifi-densepose-pretrained.
Replaced it with the content live on the Hub and added a section
documenting the --convert-model / --model RVF conversion path, which
neither card mentioned.
Closes the two documentation gaps from #1456 (follow-up to #1401):
- docs/calibration-guide.md: what calibrate/enroll/train-room actually
enforce, grounded in v2/crates/wifi-densepose-calibration and
wifi-densepose-cli source (not just ADR-135/151 aspirational prose).
Covers the hard 600-frame baseline minimum, per-anchor quality gate
thresholds, the unsolved pet/small-motion presence-detection gap, and
what the empty-room baseline capture actually needs (steady vs silent).
Flags that ADR-135's drift_score/BaselineDrift staleness system is not
implemented in code — only bank.rs's baseline_id STALE check is real.
- docs/trust-and-engine-errors.md: exact trigger conditions for
engine_error_count vs the separate, non-sticky `demoted` privacy-class
flag, where both are exposed (/health/ready and /api/v1/status share a
handler), the real diagnostic gap (no per-cause breakdown, log line is
the closest thing), the WDP_GUARD_INTERVAL_US recovery path for
persistent clock-drift demotion, and an honest "no code path found"
answer on whether a converted HuggingFace model explains engine errors.
Also adds both docs to the README documentation table. No code changes.
Native frame contract, universal RF encoder, RF-aware Gaussian spatial memory, physics-guided synthetic RF worlds, edge sensing control plane, BLE-CS + factorized pose. All 10 ADRs (273-282) fully implemented and tested (99 tests); ADR-278 (radar inverse rendering) honestly gated with zero code as a future research program.
Deep-reviewed and hardware-tested against a live ESP32-C6 CSI node before merge: fixed a reachable panic, a silent NaN-corruption path, a cross-entity Gaussian conflation bug, and a wrong-center-frequency bug in the WiFi adapter (confirmed live: was misreporting channel 4 as 2437 MHz, now correctly reports 2427 MHz matching the hardware parser exactly). Added a standing hardware-in-the-loop test (examples/esp32_live_hardware_test.rs). Also fixed unrelated pre-existing issues surfaced during validation (wifi-densepose-core clippy warnings, a ruview-auth Windows build break, a sensing-server test flake).
Full review: https://gist.github.com/ruvnet/89795f3c4b8ea166cff5ac35ae4c7651
Make deployment consume the exact published sensing-server image, publish the two Python packages in lock-step, and enforce the production witness gate.
Decision: browser-side admin is not wanted. `BROWSER_SIGNIN_SCOPE` stays
`sensing:read`, and the escalate-on-demand design sketched while this was open
is not being built. Destructive operations — training, model delete, recording
delete — keep their home in the CLI, where `--admin` is explicit and typed by a
person. Routing them through a browser would mean either asking every user to
consent to delete capability in order to watch a stream, or building a second
consent flow to avoid that.
Consequences, now settled rather than open:
- The UI's admin controls are unreachable from a Cognitum browser session, and
that is intended. The manual token-paste field is unchanged and still carries
whatever authority the pasted token has, so nothing that worked before stops
working.
- REMOVED the client-side step-up redirect from ui/services/api.service.js. It
caught an RFC 6750 challenge that can never be issued to a browser, and it
ended in `return new Promise(() => {})` — so if any other 401 had ever grown
that header, every caller awaiting it would have hung forever with no error
and no timeout. Dead code with a trap in it is worse than no code.
- KEPT ADMIN_REVERIFY_SECS as a server-side backstop. Fail-closed and free, so
if the requested scope is ever widened the freshness requirement is already
in place. Documented at its definition as a backstop specifically so nobody
reads its passing tests as evidence the control is exercised — the tests
reach it through a crate-internal seam that mints an admin cookie the real
flow does not produce.
ADR-271 also stops hedging on the session TTL: chosen is A at one hour. Option B
(server-side refresh-token store) is not built, and the ADR now names the
residual instead of implying it is closed — within one hour a revoked Cognitum
grant still reads sensing data through an existing browser session. There is no
introspection endpoint, so nothing short of B closes that, and one hour is the
size of the hole we accepted.
Adds `the_cookie_max_age_matches_the_session_expiry`, which the previous ADR
revision asked for and nobody had written: Max-Age and the payload's `exp` are
two independent expressions of one lifetime, and drift means either the browser
presents a session we reject or we hold authority the browser discarded.
Verified: workspace 176 suites clean, UI 22, api.service.js parses.
Co-Authored-By: Ruflo & AQE
A cross-vendor pre-merge sweep found no merge blockers, but did surface an
error in ADR-271 that I wrote — and a coherence gap behind it.
ADR-271 P2 stated that capping the browser session at `sensing:read` was
"considered and rejected, because the dashboard genuinely performs admin
operations". That is wrong. `/oauth/start` (main.rs:9206) already requests
`SENSING_READ` and nothing else, deliberately, with a comment saying so. The
browser session is ALREADY read-only, so the breakage I claimed capping would
cause is simply the current behaviour.
Two consequences, now stated in the ADR instead of left to be discovered:
1. The UI's admin controls do not work from a browser OAuth session.
`model.service.js:136` issues DELETE /api/v1/models/{id}, which 401s. Admin
work needs the CLI (`login --admin`) or a pasted admin bearer. A gap in a new
feature, not a regression — the token-paste path is unchanged.
2. The ADMIN_REVERIFY_SECS step-up control added in the previous commit guards
a case that cannot currently arise. No browser session holds `sensing:admin`,
so the freshness branch never fires in production. Its tests pass because the
crate-internal seam mints an admin cookie the real flow never produces.
That second point is worth being blunt about: it is the same shape as several
defects this branch already fixed — correct code, green tests, unreachable call
site. The difference is that here the guard is deliberately ahead of the need
rather than mistakenly behind it, and saying which one it is matters.
So the constant is now named `BROWSER_SIGNIN_SCOPE` rather than inlined, with
the cost of widening it documented at the definition, and two tests:
`browser_sign_in_stays_read_only_until_someone_decides_otherwise` pins the
value, and `the_authorize_url_actually_carries_that_scope` proves it reaches the
wire — asserting on the constant alone would pass even if `begin` were called
with something else, which is exactly the isolation failure being guarded
against.
The ADR also records the coherent way to add browser-side admin if wanted:
escalate-on-demand via the RFC 6750 challenge, keeping least privilege by
default rather than asking every user to consent to delete capability to watch
a stream. Not bundled here — it needs a scope parameter and a UI affordance.
Sweep verdict: no merge blockers. Two other non-blocking risks it raised are
accurate and unchanged: concurrent JWKS refresh at the stale boundary is not
atomic (a duplicated idempotent GET, already documented as an accepted cost),
and the service worker's SHELL_ASSETS use root-relative paths while the UI
mounts under /ui, so offline shell precaching is incomplete — pre-existing,
unrelated to this branch.
Verified: workspace 176 suites clean.
Co-Authored-By: Ruflo & AQE
