Commit Graph

53 Commits

Author SHA1 Message Date
ruv 9fb5af7cf2 feat(sensing-server): add secure opt-in OTLP log export
Import and harden the OpenTelemetry logging work from #1382. Preserve default stderr behavior, register and validate RuView semantic conventions, attach a published schema, enable TLS roots, pin demo images, and fix first-CSI node lifecycle reporting.

Supersedes #1382
Closes #1460

Co-authored-by: Jens Holdgaard Pedersen <jens@holdgaard.org>
2026-07-28 22:42:18 -04:00
rUv 4e720540d8 fix(sensing-server): classification.presence contradicting motion_level (#1442) (#1447)
Fixes #1442. Extracted classify_vitals() so presence is always derived from the label, matching the convention already used elsewhere in the codebase. 4 new regression tests, 707 tests passing, zero regressions.
2026-07-27 08:46:36 -07:00
Dragan Spiridonov 89babb00a9 Merge remote-tracking branch 'origin/main' into feat/ruview-auth-cognitum-oauth-verifier
# Conflicts:
#	v2/crates/wifi-densepose-sensing-server/src/main.rs
2026-07-24 15:26:15 +02:00
Dragan Spiridonov 1ed0bc57ef docs(adr): correct a false claim about browser scope; pin the decision in code
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
2026-07-23 14:31:01 +02:00
Dragan Spiridonov 9b9754778f fix(ui): service worker cached /oauth/status, freezing browser sign-in
Browser sign-in worked, but the settings panel kept offering "Sign in with
Cognitum" afterwards; only a hard reload showed the true state. The server was
correct throughout.

Root cause: `ui/sw.js` routed cache-first as its CATCH-ALL for every path
outside `/api/` and `/health/`. `/oauth/status` therefore had its first
(signed-out) response stored in the Cache API and replayed to the page forever.
The Cache API is not the HTTP cache and ignores `Cache-Control` entirely, so the
`no-store, no-cache, must-revalidate` the server already sends could not prevent
it. A hard reload bypasses the service worker, which is why that alone appeared
to fix it, and why signing out re-poisoned the entry.

Fixes, in order of blast radius:

- `/oauth/` is never handled by the worker. Not network-first — that still
  writes a copy, which would be replayed the moment the server is briefly
  unreachable, silently reinstating a stale sign-in state.
- Cache-first is now an ALLOWLIST (navigations and static asset extensions)
  rather than the catch-all. This is the underlying defect: any endpoint added
  outside `/api/` was frozen on its first response. Unrecognised paths now go
  to the network untouched.
- `CACHE_NAME` bumped to `ruview-v2`, so `activate` evicts the poisoned
  `ruview-v1` from browsers that already ran the old worker. Verified: the
  cache list went from `[ruview-v1]` to `[ruview-v2]` on update.
- Shell lookups use `ignoreSearch` and store a search-less key, so the
  `?signed_in=<ms>` the callback redirects to does not mint a fresh, never-hit
  cache entry per sign-in.

Also: re-check sign-in state on `pageshow` (bfcache restore, where no script
re-runs) and on `visibilitychange` (signed in or out in another tab). Opening
the panel alone is not sufficient — it may already be open.

Verification, in a real browser driven end-to-end:
- Reproduced with a valid session cookie: server returned `signed_in: true` to
  curl while the page's own fetch got a cached `signed_in: false`, and the
  request never appeared in the server log at all.
- Confirmed the cached entry existed: `caches.open('ruview-v1').match(
  '/oauth/status')` returned the signed-out body.
- After the fix, on a NORMAL (not hard) reload the panel reads
  "Signed in as <account> - sensing:read" with Sign out shown.

Tests: `ui/sw.test.mjs` loads the real `sw.js` with stubbed worker globals and
asserts the routing decision per path. 4 of its 10 tests fail against the
pre-fix worker and pass after; the other 6 pin pre-existing guards (non-GET,
websocket upgrade, cross-origin, API paths, static assets, navigation) and pass
in both, so they track behaviour rather than the rewrite.

CI: adds a `ui-tests` job. Nothing ran the UI JavaScript before, so both this
suite and the ADR-272 ws-ticket suite would have rotted unexecuted — which is
the same blind spot that let this defect ship.

Removes the temporary `/oauth/status` cookie logging and the panel console
diagnostic added while tracking this down.

Co-Authored-By: Ruflo & AQE
2026-07-23 11:20:13 +02:00
Dragan Spiridonov 43737941cb fix(auth): two Set-Cookie headers were collapsing into one; clear the spent transaction
Two bugs, one of which I introduced while fixing the other and caught only by
checking the actual response.

1. THE SPENT TRANSACTION COOKIE WAS NEVER CLEARED ON SUCCESS.
   `clear_transaction` was only used on error paths, so after a successful
   sign-in `ruview_oauth_txn` lingered for its full 10-minute TTL and every
   subsequent request carried a dead cookie. Visible in the logs as
   `names=ruview_oauth_txn,ruview_session`. Now cleared alongside issuing the
   session, and on logout too.

2. THE FIX FOR (1) BROKE SIGN-IN, AND THE TEST CAUGHT IT.
   Axum's array-of-tuples response form REPLACES same-name headers rather than
   appending. Adding a second `Set-Cookie` silently overwrote the first, so the
   logout response emitted only the transaction clear and — had this shipped —
   the CALLBACK would have emitted only the transaction clear too, dropping the
   session cookie and making a successful OAuth round-trip a no-op.

   Caught by looking at the real response headers rather than trusting the
   change: `curl -D-` showed one Set-Cookie where there should have been two.

   Now uses `axum::response::AppendHeaders`. Both cookies verified present.

   Two tests pin this: one DOCUMENTS the footgun (the array form collapses two
   Set-Cookie headers into one) and one asserts AppendHeaders emits both. The
   first exists so the next person to reach for the tidier-looking array form
   finds out here instead of in production.

Also adds a cache-busting query to both redirect targets
(`/ui/?signed_in=<ms>` and `?signed_out=<ms>`). Landing on the same URL let the
browser restore the page from the back/forward cache with a stale panel, which
is why signing in appeared not to work until a hard refresh — the session was
established correctly every time, the page simply was not re-fetched.

Tests: 549 sensing-server lib.

Co-Authored-By: Ruflo & AQE
2026-07-23 10:46:43 +02:00
Dragan Spiridonov 9299a3b137 feat(ui): Sign in with Cognitum, zero-config session secret, executed JS tests
Three loose ends from the browser sign-in work.

--- 1. The last mile: a button ---

The server endpoints existed but nothing in ui/ linked to them, so the feature
was unreachable. QuickSettings gains a "Cognitum Account" panel that renders
from `GET /oauth/status` and offers Sign in / Sign out.

`/oauth/status` is a new endpoint and is deliberately UNGATED — a signed-OUT
browser cannot ask a gated API whether sign-in is available. It returns only
capability flags and, when a session exists, who it belongs to. Never a
credential.

The panel distinguishes four states rather than showing a button that might
404: signed in; sign-in available; auth on but OAuth off (points at the
existing static-token panel); no auth required. A 404 from /oauth/status means
a server predating this work and says so plainly.

Sign-in is a full-page navigation, not fetch(): the server replies 302 and the
browser must follow it carrying the transaction cookie. An XHR would follow the
redirect invisibly and land nowhere.

--- 2. RUVIEW_SESSION_SECRET no longer required ---

Previously `/oauth/start` returned 503 unless an operator invented a secret —
a footgun, since they set RUVIEW_OAUTH_ISSUER, expect sign-in, and get a 503
naming an env var they have never heard of.

Now resolved in order: env var, then `<data_dir>/session-secret`, then generate
one and persist it 0600 (temp file, chmod before rename — the discipline used
for the CLI's credentials). Persisted rather than in-memory so a restart does
not silently sign everyone out.

The env var still wins, which is what a multi-instance deployment needs: several
servers must share a secret or a session issued by one is rejected by the next.
If the file cannot be written we log the reason and continue with an in-memory
secret rather than refusing sign-in outright.

Verified with NO configuration at all: secret generated, file mode 0600,
/oauth/start returns 302, /oauth/status reports browser_signin: true.

--- 3. The JavaScript is now executed by tests ---

`ui/services/ws-ticket.test.mjs`, 9 tests, node:test built-in — no new
dependency and no package.json needed. Run: `node --test ui/services/`.

Covers: no token means no fetch and an unchanged URL; the bearer reaches the
Authorization header and NEVER the URL; `?` vs `&` when a query already exists;
ticket URL-encoding; 404 treated as a pre-ADR-272 server (the property that
lets one UI work against old and new servers, and therefore lets the legacy
escape hatch be removed later); 503 and network failure swallowed rather than
breaking the connect path; and that a fresh ticket is minted per call, since
tickets are single-use and caching one fails on the second reconnect.

STATED PRECISELY, because the distinction matters: this EXECUTES the module in
Node with stubbed fetch/localStorage. It is more than the `node --check` it
replaces and less than a browser — no real WebSocket upgrade, no real cookies,
no page wiring. "The UI JavaScript has never been run" is no longer true of
this module. "Browser-tested" still is not.

Tests: 547 sensing-server lib, 5 wiring integration, 87 ruview-auth, 9 JS.

Co-Authored-By: Ruflo & AQE
2026-07-23 10:07:49 +02:00
Dragan Spiridonov 347698b67c feat(auth): browser sign-in — /oauth/start, /oauth/callback, session cookie
Closes the gap adversarial review found: `wifi-densepose login` writes
~/.ruview/credentials.json, which a BROWSER CANNOT READ. The UI therefore had no
way to obtain a Cognitum token at all, and the WebSocket ticket mechanism
ADR-272 built "for browsers" was only exercisable with the legacy static shared
secret OAuth was meant to replace. The ADRs described a browser story that did
not exist.

Ported from cognitum-one/freetokens (src/auth/oauth.ts, live at
freetokens.cognitum.one), whose shape is not the obvious one and is the whole
point:

  THE BROWSER NEVER HOLDS AN OAUTH TOKEN.

The server generates the PKCE verifier and state, keeps them in an HMAC-signed
cookie, performs the code exchange itself, verifies the token, and issues its
OWN session cookie carrying an assertion — subject, account, scope, expiry — not
a credential. So the access token cannot be read by an XSS, cannot sit in
localStorage, and cannot leak through a URL. A stolen session cookie is useless
against Cognitum or any sibling service.

  GET /oauth/start    -> 302 to auth.cognitum.one + signed transaction cookie
  GET /oauth/callback -> constant-time state check, exchange, verify, session
  GET /oauth/logout   -> clears the local session (not the Cognitum session)

Verified against the running binary: /oauth/start returns the same 302 +
HttpOnly/SameSite=Lax/Max-Age=600 shape freetokens does live; a forged `state`
is refused 400; a forged session cookie is refused 401.

DELIBERATE DEVIATION from freetokens: no `__Host-` cookie prefix. That prefix
REQUIRES `Secure`, and RuView is routinely reached at http://localhost or over
plain HTTP on a LAN, where such a cookie is never sent and sign-in would fail
silently. `Secure` is set only when the request actually arrived over TLS
(direct or via x-forwarded-proto). Every other attribute matches; the HMAC is
what protects the value.

Other decisions worth stating:
- The callback verifies through the SAME `verify_access_token` every other
  request uses — signature, audience (client_id), typ, expiry, scope. A sign-in
  path must not be a softer path.
- The session cookie is checked LAST in the middleware, after bearer and ticket:
  it is the weakest-bound credential, so a presented bearer should win.
- A browser session requests `sensing:read` only. Admin work goes through the
  CLI's explicit `--admin`.
- The token exchange runs in `spawn_blocking` — `ureq` is blocking, and parking
  an async worker is the mistake this codebase just had to fix in jwks.rs.
- `/oauth/*` sits outside `/api/v1/*` on purpose: gating the routes you use to
  obtain a credential would deadlock.

PKCE moved out from behind the `login` feature into its own light `pkce` feature
(rand + sha2 + base64, no HTTP stack), so the server can build an authorize URL
without pulling in the client-side login machinery. `login` now implies `pkce`.

Tests: 13 new browser_session unit tests — signature round-trip, tampered
payload, wrong secret, malformed cookie values, HttpOnly/SameSite/Secure
attributes, exact scope matching with no implied escalation, a cookie name that
merely ends with the target not matching, multi-scope URL encoding, and the
core property that a session cookie never contains the access token.
Totals: 547 sensing-server lib + 5 wiring integration, 87 ruview-auth.

Co-Authored-By: Ruflo & AQE
2026-07-23 09:57:15 +02:00
Dragan Spiridonov 3347e258e6 fix(ws): gate the dedicated WS port and the merged field routes (ADR-272 was incomplete)
The previous commit claimed WebSocket upgrades were gated. They were not. Found
by an adversarial cross-vendor review, reproduced, and fixed here.

MEASURED BEFORE (auth ON via RUVIEW_API_TOKEN, no credential presented):

  HTTP port :3991  /ws/sensing  -> 401   (what the previous fix covered)
  HTTP port :3991  /ws/field    -> 101   HOLE
  WS   port :3990  /ws/sensing  -> 101   HOLE
  WS   port :3990  /ws/field    -> 101   HOLE
  control   :3991  /api/v1/models -> 401

Two independent defects, both from the same root cause — routes registered
AFTER an axum `.layer()` are silently exempt from it:

1. The dedicated WebSocket server on `--ws-port` was built with ONLY
   `host_validation::require_allowed_host`. `require_bearer` was never applied
   to it at all. My earlier verification only ever probed the HTTP port and I
   generalised from it.

   This is the worse of the two, because it is the port the UI actually uses:
   `ui/services/sensing.service.js` maps HTTP 8080 -> WS 8765. So the previous
   fix protected a path the browser never takes, while the path it does take
   stayed open.

2. On the HTTP router, `/ws/field` (ADR-262) was `.merge()`d AFTER the
   `require_bearer` layer, so it bypassed authentication entirely. The auth
   layer is now applied after the merge, and the comment says why the ordering
   is load-bearing.

MEASURED AFTER, same conditions:

  :3989 /ws/sensing -> 401 · :3989 /ws/field -> 401
  :3988 /ws/sensing -> 401 · :3988 /ws/field -> 401
  with bearer on the upgrade: 101 on both ports
  ticket minted at POST /api/v1/ws-ticket on the HTTP port and redeemed on the
    WS port: 101  (AuthState shares its TicketStore via Arc)
  auth OFF: 101 — unchanged, no regression

526 sensing-server tests still pass.

TEST GAP, stated rather than papered over: no automated test covers this. The
defect is in router WIRING in main.rs, not in logic a unit test reaches — both
holes were invisible to 526 green tests and to the ws_gate_tests suite, which
builds its own Router and therefore cannot see how the real one is assembled.
Catching this class needs an integration test that boots the binary and probes
BOTH ports; that is the honest follow-up.

Co-Authored-By: Ruflo & AQE
2026-07-23 09:14:07 +02:00
Dragan Spiridonov 6300b1cbd2 feat(ws): gate WebSocket upgrades behind bearer-or-ticket (ADR-272)
Closes the hole measured in 7d6d6694. Before, with RUVIEW_API_TOKEN set, a real
handshake carrying no credential:

  /ws/sensing 101 · /ws/introspection 101 · /api/v1/stream/pose 101
  (/api/v1/models correctly 401)

After, same server, same handshake:

  /ws/sensing 401 · /ws/introspection 401 · /api/v1/stream/pose 401
  bearer on the upgrade                         -> 101
  POST /api/v1/ws-ticket then ?ticket=<value>   -> 101
  the same ticket replayed                      -> 401
  a bogus ticket                                -> 401
  POST /api/v1/ws-ticket unauthenticated        -> 401

Two ways in, matching what each client can actually do:

- Native clients (Python, Rust CLI, TS MCP) send a normal Authorization header
  on the upgrade. They were never browser-constrained; forcing them through a
  ticket would add a round-trip and a second credential path for nothing.
- Browsers cannot set that header, so they exchange their credential at
  POST /api/v1/ws-ticket — an ordinary request, where they can — for a 30s
  single-use ticket passed as ?ticket=.

A ticket inherits the issuing principal's scopes, so a sensing:read session
cannot mint one that outranks itself, and it is not a REST credential: pinned
by a test that `?ticket=` on /api/v1/models is still 401.

ESCAPE HATCH (RUVIEW_WS_LEGACY_UNAUTHENTICATED=1) restores the old behaviour
for deployments that cannot update server and UI in lockstep. It is a migration
aid, not a supported configuration, and it says so on every boot in a warning
that names the actual exposure ("the live sensing stream — presence, pose and
vital signs — is readable by anyone who can reach this port"). Its blast radius
is exactly the WebSocket paths: a test pins that it does not weaken REST.

The flag is read once at construction, so a mid-flight environment change
cannot silently open these paths on a running server.

SUPERSEDES the PR #1313 test `enabled_exempts_pose_stream_websocket`, which
asserted the old exemption. Its reasoning about browsers was correct; the
conclusion was not. Renamed and inverted rather than deleted, with the history
in the doc comment — and the half that still matters (the WebSocket rule must
not leak to other /api/v1/* paths) is kept.

Deployments with auth OFF see no change at all — pinned by a test.

Tests: 522 passed in the sensing server (9 new WS-gating, 12 ticket-store).

STILL OUTSTANDING for ADR-272: the browser UI does not yet fetch a ticket, so
it needs the escape hatch until ui/services/api.service.js is updated. That is
the next commit, not a permanent state.

Co-Authored-By: Ruflo & AQE
2026-07-22 19:04:44 +02:00
Dragan Spiridonov c2bd33e649 feat(sensing-server): accept Cognitum OAuth on /api/v1/*, scope-gated (ADR-271 phase 3)
Wires `ruview-auth` into `bearer_auth.rs`. `RUVIEW_OAUTH_ISSUER` enables it;
unset, nothing changes.

Layering, in order:
  1. `RUVIEW_API_TOKEN` set and the bearer matches exactly -> allow. Byte-for-
     byte today's behaviour.
  2. Otherwise, if OAuth is configured, verify the bearer as a Cognitum access
     token and require the scope the route needs.
  3. Otherwise 401.

The static compare goes first for compatibility, not security: a matching
static token is not a JWT and a JWT never matches the static token. It means an
existing deployment behaves identically even with OAuth switched on.

Scope gate (`required_scope_for`), split by blast radius per ADR-060 —
"can this destroy something", not how many routes it covers:
  sensing:admin  /api/v1/train/* (hours of Pi CPU, writes models)
                 DELETE /api/v1/models/{id}      (irreversible)
                 DELETE /api/v1/recording/{id}   (irreversible)
  sensing:read   everything else
Deliberately NOT admin: model load/unload and recording start. They mutate
server state but destroy nothing, and gating them would push routine dashboard
use into requesting delete capability — the opposite of least privilege.

The legacy static token stays un-scope-gated. It predates scopes and carries no
claims, so narrowing it would be a silent breaking change to deployments using
it; migrating to OAuth is how an operator opts into the finer split.

FAIL CLOSED at boot. If OAuth is requested but cannot work — empty issuer, or a
JWKS we cannot fetch — the server logs why and exits rather than serving.
Starting anyway would silently downgrade an operator who asked for OAuth to
either an open API or a shared-secret one, with no signal it happened. The JWKS
is warmed eagerly for the same reason: a bad `jwks_uri` should die at boot with
a legible message, not surface as a puzzling 401 an hour later.

The verified `Principal` is attached to request extensions, so handlers and
audit logs can attribute a request (`sub`, `account_id`, `org_id`,
`workspace_id`, `jti`) instead of knowing only "someone had the secret". That
is the point of moving off a shared bearer.

Verification failures are logged with the reason and returned as a flat 401 —
the reason is useful to an operator and equally useful to an attacker probing
for which claim to forge next.

Also aligns `ruview_auth::extract_bearer` to match the scheme
case-insensitively (RFC 7235 §2.1). The sensing server has always done this
deliberately, with a comment saying why; the two layers disagreeing about what
a valid header looks like would be a latent bug.

Tests: 16 new in `bearer_auth::oauth_tests`, driving a real Router end to end
(request -> middleware -> verifier -> handler) with ES256 tokens signed by a
runtime-generated key. Covers the scope policy as a pure function, read-scoped
tokens refused on delete and train, admin-scoped tokens allowed, an
`inference`-only token from another Cognitum product refused on every route,
garbage and absent bearers, both legacy-token layering directions, the
principal reaching a handler, and the unset case remaining a no-op.

`cargo test -p wifi-densepose-sensing-server --lib --no-default-features`:
501 passed, 0 failed. `ruview-auth`: 43 passed across both feature configs.

Co-Authored-By: Ruflo & AQE
2026-07-22 15:33:22 +02:00
ruv 65648fe4c2 feat(adr-186): P5/P6 + acceptance verification — dashboard honesty, HTTP tests, Accepted
Completes ADR-186 phases P5 (dashboard honesty / fallback guarantee) and P6
(tests + witness) on top of the P1–P4 reconnection, and flips the ADR to Accepted.

P5 — dashboard honesty:
- Backend (training_api): a runtime enablement gate (`RUVIEW_DISABLE_SERVER_TRAINING`)
  makes the three start endpoints return a structured `{enabled:false, reason,
  cli:"wifi-densepose train-room"}` HTTP 409 (never a silent success) when server
  training is disabled; `/api/v1/train/status` now carries an `enabled` flag. A runtime
  flag (not a Cargo feature) so `--no-default-features` builds keep training ON (resolves
  §9.4). Handlers return `Response` to carry the 409.
- Frontend (TrainingPanel.js): reads `enabled` off the status payload and disables the
  Start/Pretrain/LoRA buttons with a CLI tooltip when server training is off; a rejected
  start tears down the optimistically-opened WS and refreshes. The enabled path was
  already fully wired (opens the WS before POST, renders live epoch/loss/ETA + terminal
  state) — verified.

P6 — tests & witness:
- New HTTP-level tests in a `#[cfg(test)] mod adr186_http_tests` built on a minimal
  `AppStateInner::minimal()` test-state helper: a live-socket test that completes a
  genuine 101 WebSocket handshake (tokio-tungstenite) and receives a real progress frame
  after a POST start; a 426-not-404 route-wired check; a full POST→poll-status→`.rvf`-exists
  round-trip; and the disabled-409 structured-response test. Added `tokio-tungstenite`
  dev-dep (version already in the workspace lock).
- CHANGELOG updated; ADR §6 ledger + §7 acceptance criteria checked off with evidence;
  Status → Accepted. README/CLAUDE have no training route table (no edit needed).

Fixed a test-only parallelism race found under `cargo test --workspace`: two
model-writing tests deleted `.rvf`s by directory-diff and could remove a file a third
test asserted existed. Each test now cleans only its own artifact (data/models is
gitignored).

Verified this session: `cargo test -p wifi-densepose-sensing-server -p wifi-densepose-train
--no-default-features` — sensing-server bin 217 passed / 0 failed, all train suites 0
failed. Full `--workspace` re-run in progress to reconfirm untouched crates.
2026-07-21 17:19:20 -07:00
ruv 569cd237fb feat(adr-186): reconnect orphaned in-server trainer + real /ws/train/progress
The training pipeline in `training_api.rs` was written and committed but never
declared as a module (no `mod training_api;`), so it was dead, uncompiled code.
The live `/api/v1/train/start` was a stub that flipped a status string and
logged one line without starting any job, and `/ws/train/progress` 404'd
(issue #1233). This wires the real trainer into the live server.

- main.rs: declare `mod training_api;` (+ `mod path_safety;` for its load
  guard), replace the `training_status`/`training_config` stub fields on
  AppStateInner with `training_state: training_api::TrainingState` +
  `training_progress_tx`, delete the three stub handlers, and
  `.merge(training_api::routes())` before `.with_state` so `/api/v1/train/*`
  (bearer-gated) and `/ws/train/progress` resolve against the shared state.
- training_api.rs: decouple the training core (`run_training_job`) from the
  ~60-field AppStateInner via a shared status handle (`Arc<Mutex<TrainingStatus>>`)
  + cooperative cancel flag (`Arc<AtomicBool>`) + an owned frame_history
  snapshot, making it unit-testable. Self-contained input schema (local
  `RecordedFrame`/`RECORDINGS_DIR`) instead of coupling to the still-orphaned
  `recording.rs`. Consolidate the single-job guard + spawn into
  `spawn_training_job`.
- Tests: real end-to-end test (synthetic CSI dataset -> real progress frames
  stream + an actual `.rvf` artifact is written), plus path-traversal-rejection
  and cancellation tests.

Verified: cargo test -p wifi-densepose-sensing-server -p wifi-densepose-train
--no-default-features -> 0 failed.

P5 (feature-flagged disabled-build honesty) deferred as follow-up; the
default/enabled build no longer silently no-ops.
2026-07-21 16:29:42 -07:00
rUv 6ee1b55896 feat: implement ADR-270 vendor provider beta (#1360) 2026-07-19 00:09:50 -04:00
rUv 76c80c33d7 feat(hardware): add Qualcomm CSI simulator and vendor roadmap (#1359) 2026-07-18 23:03:45 -04:00
rUv 232b1c79f6 feat(hardware): add MediaTek Filogic CSI simulator (#1358) 2026-07-18 22:00:09 -04:00
rUv 8a5af5dad4 feat: add RTL8720F Realtek radar beta support (#1356)
* docs(adr): plan RTL8720F radar SDK integration

* feat(hardware): add Rust RTL8720F radar simulator

* feat(ruview): ingest RTL8720F radar frames
2026-07-18 19:48:40 -04:00
ruv 8c0bdaef92 fix open issue release blockers 2026-07-18 18:01:23 -04:00
rjperry36 4bab48e15f fix(sensing-server): unstick empty-room field-model calibration deadlock
POST /api/v1/calibration/start created the FieldModel in Uncalibrated, but
field_bridge::maybe_feed_calibration only fed frames while already Collecting
— and the only thing that sets Collecting is feed_calibration on its first
fed frame. The two gates deadlocked: no first frame was ever fed, so
calibration_frame_count stayed 0 and status never left Uncalibrated. Observed
live on a streaming ESP32 node as {"status":"Uncalibrated","frame_count":0}
that never advanced.

- field_bridge::maybe_feed_calibration: feed while Uncalibrated | Collecting
  so the first frame flips the model to Collecting and the count advances.
- calibration_stop: return structured {success:false, frame_count,
  frames_needed} instead of an opaque 500 when finalized with too few frames.
- FieldModel::min_calibration_frames() accessor for the guard above.
- Regression test: maybe_feed_calibration_advances_uncalibrated_to_collecting.

Presence/motion/vitals were unaffected (separate auto rolling baseline).

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-07-18 17:27:08 -04:00
erichkusuki b5ce60081b fix(sensing-server): wire WDP_GUARD_INTERVAL_US/WDP_TDM_* into EngineBridge
EngineBridge::new built its own StreamingEngine, whose internal
MultistaticFuser was hardcoded to MultistaticConfig::default() (60 ms
guard) — the #1031/#1049 env overrides only reached the sibling
multistatic_fuser field on AppState, so governed trust cycles failed
against the default guard no matter what the deployment configured.

- wifi-densepose-engine: add StreamingEngine::set_multistatic_config()
- engine_bridge: EngineBridge::new takes Option<MultistaticConfig>
- main.rs: thread the same env-derived config into both fusion paths

Verified on a 2-node ESP32-S3 deployment: the failure message now
reflects the configured guard, and with healthy nodes governed cycles
ran 90 s with zero fusion errors.

Fixes #1309

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-07-11 13:32:01 +02:00
rUv fca5e6f0a0 fix: multistatic canonicalization, csi_fps burst inflation, control-packet starvation (#1170, #1180, #1183) (#1193)
#1170 — live multistatic bridge fed raw, un-canonicalized per-node CSI
(64/128/192 bins) to MultistaticFuser, tripping DimensionMismatch every
cycle and silently disabling fusion on mixed HT20/HT40 meshes. Add
HardwareNormalizer::resample_to_canonical (resample-only, no z-score) and
canonicalize every node frame onto the 56-tone grid before fusion.

#1180 — update_csi_fps_ema only rejected dt<=0 or >=1s, so sub-ms UDP-burst
arrivals (36us -> ~27kHz) inflated csi_fps_ema 40-840x. Add a 5ms plausibility
floor and stop re-anchoring observe_csi_frame_arrival on burst deltas.

#1183 — global ENOMEM backoff (CSI flood) starved <=48B/<=1Hz control packets.
Add stream_sender_send_priority() bypassing the backoff gate without touching
the streak; route feature_state/HEALTH/sync through it. Fix the misleading
"HEALTH sent" log that printed even on rv_mesh_send failure.

Verified: signal 501, sensing-server 677 tests (0 failed); firmware builds clean.


Claude-Session: https://claude.ai/code/session_01AgpTcBLRJ32hUsKWxDXf36
2026-06-27 13:04:44 -04:00
ruv c27d6cc98e fix(sensing-server): make multistatic guard interval operator-configurable (#1049)
Two ESP32-S3 nodes on WiFi/ESP-NOW sync drift 10-150 ms (~70 ms typ.), exceeding
the 60 ms default guard → permanent trust demotion to Restricted, all pose output
suppressed, 200k+ errors, no escape but a container restart.

Add a direct WDP_GUARD_INTERVAL_US override (+ optional WDP_SOFT_GUARD_US) to
multistatic_guard_config_from_env. Precedence (most-specific wins): direct
override > WDP_TDM_SLOTS+WDP_TDM_SLOT_US schedule-derived > 60ms/20ms default.
Soft band always clamped strictly below hard; malformed/zero ignored (falls back,
never breaks fusion). Effective guard logged at startup.

Pinned by 6 tests (multistatic_guard_config_tests). sensing-server bin tests
449 -> 455, 0 failed. Python proof PASS, hash unchanged (off signal path).

Closes #1049.

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-06-15 13:41:43 -04:00
rUv df617145d6 feat(ADR-262 P3): live /api/field + /ws/field — RuView sensing speaks RuField (fail-closed egress) (#1071)
* feat(ADR-262 P3): live RuField surface — RuView sensing speaks RuField on /api/field + /ws/field

Wire the P1 `wifi-densepose-rufield` bridge into the live
`wifi-densepose-sensing-server` so the governed sensing cycle emits real
signed RuField `FieldEvent`s on two additive endpoints.

- Cargo: add the `wifi-densepose-rufield` path dep (the single coupling
  point, ADR-262 §5.4 — no new RuView-internal coupling).
- New `src/rufield_surface.rs` (kept out of the 8k-line main.rs):
  `FieldSurface` holds a dedicated ed25519 `Signer` + a bounded ring of
  recent events + the `/ws/field` broadcast topic; `GET /api/field` and
  `GET /ws/field` handlers; a standalone `router()` for isolated testing.
- Signer (defers the P2 key decision, ADR-262 §8 Q1): a STANDALONE
  dev/sensing key from `WDP_RUFIELD_SIGNING_SEED`, else a deterministic
  dev default with a logged WARN. Reusing the `cog-ha-matter` Ed25519
  key is the deferred P2 call — P3 does not pre-empt it.
- Tap: at the ESP32 governed-trust cycle (`main.rs` ~5886 observe_cycle
  / ~5938 SensingUpdate build), `emit_rufield_event` joins the cycle's
  features/classification/signal_field with the engine's
  effective_class/demoted trust state into a `SensingSnapshot` and
  surfaces it via the bridge. Existing endpoints (`/ws/sensing` etc.)
  are unchanged — purely additive.
- Privacy egress: `network_egress_allowed` is fail-closed for an
  unattended live surface — only P1/P2 leave the box; P0 raw and
  P3/P4/P5 (identity/biometric/aggregate) are held edge-local. A
  `Derived` cycle maps to P4/P5 and never surfaces.
- No-phantom: `emit` drops no-presence cycles (no fabricated events).

Gates (tests/rufield_surface_test.rs, tower::oneshot, 4/0): well-formed
signed event (WifiCsi, P2 not P1, is_fusable, real timestamp); empty
cycle → no phantom; Derived trust never surfaces; mixed stream surfaces
only egress-safe events.

Honesty (ADR-262 §0/§6): real plumbing on a live endpoint, NOT accuracy.
Single-link CSI with its existing caveats (no validated room-coordinate
accuracy); dedicated dev signing key pending the P2 ownership decision;
no accuracy claim.

Co-Authored-By: claude-flow <ruv@ruv.net>

* docs(ADR-262 P3): mark P1+P3 implemented; document /api/field + /ws/field; CHANGELOG

- ADR-262 Status → "P1 + P3 implemented"; add a P3 implementation-status
  block (tap site, endpoints, dedicated dev signer deferring the §8 Q1
  key decision, fail-closed egress, gates). Keep the honesty framing:
  real plumbing on a live endpoint, not accuracy.
- CHANGELOG [Unreleased]: add the ADR-262 P3 entry.
- user-guide: add `/api/field` to the REST table + a "RuField surface
  (ADR-262 P3)" section covering `/api/field` + `/ws/field`, the
  fail-closed P1/P2-only egress, the WDP_RUFIELD_SIGNING_SEED dev key,
  and the no-accuracy honesty note.

Co-Authored-By: claude-flow <ruv@ruv.net>

* ci: checkout submodules everywhere + Dockerfile copies vendor/rufield

Making wifi-densepose-rufield (ADR-262 bridge) a v2 workspace member means
EVERY cargo-on-workspace context must have the vendor/rufield submodule
present (cargo loads all member manifests). P1 only fixed the rust-tests
job; this adds `submodules: recursive` to all workflow checkouts that run
cargo (mqtt-integration was failing on the missing submodule manifest), and
makes Dockerfile.rust COPY vendor/rufield/ to /vendor/rufield (matches the
bridge's ../../../vendor/rufield path-dep under the collapsed Docker layout).
update-submodules.yml left alone (it manages submodules itself).

Co-Authored-By: claude-flow <ruv@ruv.net>

---------

Co-authored-by: ruv <ruvnet@gmail.com>
2026-06-14 13:55:41 -04:00
rUv 0c2b1c16cc fix: ESP32 vitals over-count + presence flicker (#998/#996) + Observatory per-person position/motion (#1050) (#1060)
* fix(firmware): gate phantom persons + add presence hysteresis (#998, #996)

Two ESP32 edge-vitals logic bugs in edge_processing.c. Both are
robustness/logic fixes — NOT validated-accuracy claims. True count/PCK
vs labelled ground truth remains hardware/data-gated (COM9 ESP32-S3).

#998 — n_persons over-counted (reported 4 for one person):
update_multi_person_vitals() split top-K subcarriers into top_k_count/2
groups and marked EVERY group active, so one body's multipath always
read the full EDGE_MAX_PERSONS. Added two pure, host-testable helpers:
  - count_distinct_persons(): per-group energy gate
    (EDGE_PERSON_MIN_ENERGY_RATIO) + spatial dedup
    (EDGE_PERSON_MIN_SC_SEP) so weak/adjacent multipath groups don't
    count as separate bodies. Strongest group always counts (>=1).
  - person_count_debounce(): a gated count must hold
    EDGE_PERSON_PERSIST_FRAMES consecutive frames before it's emitted,
    so a single noisy frame can't promote a phantom.
The active flags now mark only the strongest stable_count groups.

#996 — presence flag flickered at ~50cm despite high presence_score:
the bare `score > threshold` compare chattered on a noisy score
(field-observed 2.6-26.7 frame-to-frame). Replaced with a Schmitt
trigger + clear-debounce (presence_flag_update): assert above
threshold, hold in the dead band down to threshold *
EDGE_PRESENCE_HYST_RATIO, clear only after EDGE_PRESENCE_CLEAR_FRAMES
consecutive sub-low frames. presence_score itself is unchanged and
still emitted for consumer-side thresholding.

All thresholds are named, documented constants in edge_processing.h.
Firmware builds clean for esp32s3 (idf.py build RC=0).

Co-Authored-By: claude-flow <ruv@ruv.net>

* test(firmware): host C99 tests for vitals count + presence logic (#998, #996)

test/test_vitals_count_presence.c pins the two fixes with deterministic
host-buildable tests (no ESP-IDF needed). 13 cases / 22 assertions, all
passing under gcc 13 -Wall -Wextra:

  #998 count gate: single strong signature + multipath -> count==1;
  two well-separated -> 2; two strong-but-adjacent -> 1 (dedup);
  no signal -> 0; three well-separated -> 3.
  #998 debounce: transient spike rejected; sustained change accepted;
  flapping count stays stable.
  #996 presence: dithering trace -> stable flag (no flicker); brief dips
  held by clear-debounce; genuine departure clears within hold window;
  dead-band holds state.

The named tuning constants are #include'd from the real
edge_processing.h so the test and firmware can never disagree on
thresholds. `make run_vitals` / `make host_tests` added; binaries
gitignored.

Hardware-gated caveat documented in the test header: these pin the
decision LOGIC; the exact energy/separation/hysteresis values that best
match a real room vs labelled occupancy remain on-device tuning.

Co-Authored-By: claude-flow <ruv@ruv.net>

* docs: record ESP32 vitals count/presence fixes (#998, #996)

CHANGELOG [Unreleased] Fixed: root cause + fix + named constants + test
+ explicit hardware/data-gated caveat for both bugs.

ADR-021 Implementation Notes: dated 2026-06 entry noting the edge-path
person-count + presence-flicker fixes are boolean/count emission-logic
fixes, not a validated-accuracy claim; thresholds pending on-device
calibration.

Co-Authored-By: claude-flow <ruv@ruv.net>

* fix(sensing-server): emit real field-derived person position/motion to /ws/sensing (#1050)

The Observatory 3D figure never animated because the sensing_update WS
frame carried no per-person position/motion_score/pose — only image-space
keypoints. The FigurePool/PoseSystem (and demo-data.js's own contract)
animate each figure from persons[i].position (room-world), .motion_score
(0..100), and .pose; none were on the live stream.

Honest scope (Case 2): the pipeline has no calibrated per-person room
localizer or per-person skeletal pose. New field_localize module extracts
the strongest peak(s) from the real signal_field grid (subcarrier
variances x motion-band power) and maps the peak cell to Observatory world
coords with the exact _buildSignalField transform. motion_score is the
measured motion_band_power passed through; pose is set only from a real
aggregate posture estimate, else None (never a fabricated skeleton).
Empty/below-threshold field -> persons: [] (no phantom); present person
with no resolvable peak keeps position [0,0,0], not invented coords.

attach_field_positions runs after the tracker step at all five broadcast
sites. New position/motion_score/pose fields added to both PersonDetection
structs. No UI change needed — the Observatory already reads these fields.

Tests: field_localize peak/coordinate/empty/separation units +
observatory_persons_field_position_tests (known-peak -> emitted position,
empty-room -> no phantom, pose real-or-None, below-threshold honesty).
sensing-server bin 441->451, 0 failed.

Co-Authored-By: claude-flow <ruv@ruv.net>

* docs(changelog): record #1050 Observatory persons position/motion fix

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-06-14 00:31:30 -04:00
rUv 9b07dff298 feat(beyond-sota): ADR-155 metric unification + ADR-156 RaBitQ Pass-2 (honest negative + latent topk bugfix) (#1053)
* refactor(train): hoist canonical PCK/OKS to un-gated metrics_core; fold test_metrics onto production (ADR-155 M1 §8)

ADR-155 §8 deferred item: test_metrics.rs reference kernels validated
production against their OWN reimplementation — a test that cannot catch a
canonical-impl bug (both could be wrong the same way).

- Extract canonical_torso_size / pck_canonical / oks_canonical / sigmas /
  bounding_box_diagonal into a new NON-tch-gated `metrics_core` module, so
  the single metric definition is reachable under
  `cargo test --no-default-features` (the `metrics` module is tch-gated).
  `metrics` re-exports every item → still exactly ONE implementation.
- Rewrite tests/test_metrics.rs to assert the PRODUCTION pck_canonical /
  oks_canonical equal hand-computed fixtures (not a reimplementation):
  canonical_pck_matches_hand_computed_fixture (corr=3/total=4/pck=0.75),
  hip↔hip normalizer pin, zero-visible⇒0.0, OKS perfect⇒1.0, fake-Gold pin.
- Keep an INDEPENDENT raw-threshold reference kernel only as a differential
  cross-check: test_kernel_agrees_with_canonical asserts it AGREES with
  canonical where torso==1.0 (genuine cross-check, not duplication).

Grade: MEASURED. test_metrics 10→12 tests, 0 failed.

Co-Authored-By: claude-flow <ruv@ruv.net>

* fix(sensing-server): relabel divergent live PCK/OKS so they're never conflated with canonical (ADR-155 M1 §2.1/§8 Goal C)

Goal C named training_api.rs:804 (torso-HEIGHT PCK). Auditing it surfaced
TWO findings the ADR-155 §1 table missed:

1. training_api.rs is an ORPHAN file — not declared `mod` in lib.rs OR main.rs,
   so it does NOT compile into the crate. It does not drive the live server.
2. The REAL live `best_pck`/`best_oks` (main.rs training path → RVF metadata
   JSON read by model_manager.rs) come from trainer.rs:
   - `pck_at_threshold` = RAW-threshold PCK, NO torso normalization (the most
     divergent kind), printed/serialized as bare "PCK@0.2".
   - `oks_map` calls `oks_single(area=1.0)` = the EXACT fake-Gold pattern
     ADR-155 §2.1 claimed closed elsewhere — still live here, inflating best_oks.

Resolution = RELABEL (torso/raw math is load-bearing on different data; the
pub fns can't be renamed without breaking API; sensing-server has no train/
ndarray dep). Honest unify is a tracked §8 backlog item.

- training_api.rs: `compute_pck` → `compute_pck_torso_height` + divergence doc;
  val_pck/best_pck/val_oks struct fields documented as torso-HEIGHT proxies;
  logs say `pck_torso_h@0.2`. Test torso_pck_is_labelled_distinctly_from_canonical.
- trainer.rs (LIVE): `pck_at_threshold` documented raw-unnormalized; `oks_map`
  area=1.0 flagged fake-Gold; test pck_at_threshold_is_raw_unnormalized_not_canonical.
- main.rs: live print relabelled `pck_raw@0.2` / `oks_map(area=1.0 proxy)`.

No wire-format field renames (back-compat); no pub-API rename (no silent break).
Grade: MEASURED (relabel + divergence pinned). sensing-server 450→451 lib tests, 0 failed.

Co-Authored-By: claude-flow <ruv@ruv.net>

* docs(adr-155): mark §8 metric items RESOLVED + audit map + honest §1 under-count correction (M1b Goals A/D)

- §8.1: full PCK/OKS audit map (every def: file:line, basis, canonical/
  legacy/distinct), the two §8 items marked RESOLVED with resolution+why.
- Honest finding: §1's "seven divergent metrics" was an UNDER-count —
  sensing-server's LIVE trainer.rs has a raw-unnormalized PCK and an
  area=1.0 fake-Gold OKS the table omitted, and the file §8 named
  (training_api.rs) is orphaned dead code. §9 honest-limits updated.
- Goal D: metrics.rs *_v2 variants confirmed caller-less + deprecated;
  noted for future cleanup, NOT deleted (public API, tch-gated).
- CHANGELOG [Unreleased] Fixed entry.

Co-Authored-By: claude-flow <ruv@ruv.net>

* feat(ruvector): RaBitQ Pass-2 randomized rotation + topk bugfix (ADR-156 §8)

Implements the deferred "Multi-bit / Extended RaBitQ Pass 2" backlog item
from ADR-156 §8: a deterministic randomized orthogonal rotation applied
before sign-quantization, the published RaBitQ construction (Gao & Long,
SIGMOD 2024).

Rotation construction: Fast Hadamard Transform + seeded ±1 sign flips
("HD" / randomized Hadamard), O(d log d) time and O(d) memory — a dense
d×d rotation is O(d²) and infeasible at the 65,535-d the wire format
provisions for. Pads to the next power of two; SplitMix64 seeds the sign
stream so index-time and query-time rotations are bit-identical.

API is additive and backward-compatible: Pass 1 (`from_embedding`) is
untouched; Pass 2 is opt-in via `Sketch::from_embedding_rotated` and
`SketchBank::with_rotation` (+ `insert_embedding` / `topk_embedding` /
`novelty_embedding` helpers that rotate consistently). Default behaviour
is unchanged.

While building the Pass-2 coverage harness, found and fixed a PRE-EXISTING
correctness bug in `SketchBank::topk`: the n>k heap path used
`BinaryHeap<Reverse<(d,id)>>` (a min-heap) but treated its peek as the
max, so it returned the k FARTHEST sketches as "nearest". The shipped unit
tests only exercised the n≤k fast path, so it went unnoticed. Fixed to a
plain max-heap; pinned by `topk_heap_path_returns_nearest` and
`tight_clusters_give_high_coverage_with_overfetch` (the latter measured
0.072 on the old code).

New tests (+17, 100→117 in the crate): rotation determinism/norm-preservation
(`rotation_is_deterministic_for_seed`, `rotation_preserves_norm`), Pass-2
shape-compatibility, `pass2_coverage_not_worse_than_pass1`, and a
deterministic coverage report.

MEASURED top-K coverage (anisotropic planted-cluster fixture, cosine ground
truth; dim=128 N=2048 K=8 64 clusters noise=0.35 128 queries):
  candidate_k=K=8 : Pass1 36.13% -> Pass2 46.39%  (both << 90% bar)
  candidate_k=24  : Pass1 83.89% -> Pass2 91.60%  (Pass2 clears 90%)
  candidate_k=32  : Pass1/Pass2 100%
Honest result: rotation consistently helps (+10pp at strict K), but neither
pass clears the ADR-084 90% bar at candidate_k==K on this distribution.
Pass 2 reaches 90% only with ~3x over-fetch (the ADR-084 "candidate set"
deployment pattern). Multi-bit Pass 3 evaluated separately.

Co-Authored-By: claude-flow <ruv@ruv.net>

* feat(ruvector): multi-bit Pass-3 experiment + ADR-156/084 measured results

Adds the multi-bit half of the ADR-156 §8 "Multi-bit / Extended RaBitQ"
item as a MEASURED experiment (coverage::measure_multibit): rotate, then
b-bit uniform scalar-quantize each coord, rank by L1 over codes — the
natural multi-bit generalization of hamming. Measures the bit/coverage
tradeoff the backlog item asked for.

MEASURED at the strict bar (candidate_k=K=8, anisotropic planted-cluster
fixture, cosine ground truth):
  Pass1 (1-bit, no rot)  36.13%   16 B/vec
  Pass2 (1-bit, rot)     46.39%   16 B/vec
  Pass3 (rot, 2-bit)     54.39%   32 B/vec
  Pass3 (rot, 3-bit)     66.70%   48 B/vec
  Pass3 (rot, 4-bit)     74.22%   64 B/vec
Honest: multi-bit monotonically helps but even 4-bit (4x memory) reaches
only 74% at the strict bar — neither rotation nor <=4-bit multi-bit clears
the strict-K 90% bar on this distribution. The bar is met via over-fetch
(Pass2 @ candidate_k=24). Tests: multibit_tradeoff_report,
multibit_1bit_matches_pass2_approx (+ sanity that 1-bit ~= Pass-2).

Docs:
- ADR-156 §8 item #2 marked RESOLVED-PARTIAL; §5 #2 grade CLAIMED ->
  MEASURED-on-our-hardware; new §10 with full measured tables, the topk
  bugfix disclosure, and graded deferred sub-items.
- ADR-084: "Pass 2" section answering the rotation open-question with
  measured numbers + the topk bug note.
- CHANGELOG [Unreleased]: Added (Pass-2 milestone) + Fixed (topk heap).

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-06-13 16:02:18 -04:00
rUv 42dcf49f4d fix(adr): resolve duplicate ADR numbers + close ADR-080 security + ADR-154 M1 signal backlog (#1051)
* fix(signal): circular phase variance for ghost-tap guard (ADR-154 §7.4 #1)

`phase_variance` computed a LINEAR sample variance over phase angles that
wrap at ±π, so a tightly-clustered set straddling the branch cut reported
spuriously HIGH dispersion — false-tripping the `> TAU` ghost-tap guard on
real, tightly-clustered CIR taps.

Replace with Mardia's circular variance V = 1 − R̄, bounded [0,1] and
invariant to where the cluster sits on the circle. Re-derive the guard
against the bounded metric via a named const
`GHOST_TAP_CIRCULAR_VARIANCE_MAX` (the old TAU-scaled threshold is
meaningless on [0,1]).

Grade: metric fix MEASURED; threshold value DATA-GATED — a clean single-path
ramp also sweeps the circle, so V alone cannot separate clean from
unsanitized without labelled frames. Conservative default (0.99) errs toward
never false-rejecting, strictly more permissive at the wrap boundary than the
buggy linear guard.

Fails-on-old test: `phase_variance_circular_not_fooled_by_branch_cut` —
inlines the old linear variance to show it exceeds TAU on wrap-straddling
phases while circular V≈0 and the guard no longer trips. Plus
`phase_variance_circular_is_bounded_and_extremal` (V∈[0,1], V≈0 identical,
V≈1 uniform).

cargo test -p wifi-densepose-signal --no-default-features --features cir --lib
→ 432 passed, 0 failed.

Co-Authored-By: claude-flow <ruv@ruv.net>

* fix(signal): pin Welford n=0/n=1 finiteness guard (ADR-154 §7.4 #10)

The shared `WelfordStats` (field_model.rs, used by longitudinal.rs and others)
relies on `count < 2` guards in `variance`/`sample_variance`/`std_dev`/
`z_score` to stay finite at the boundaries. The guards existed but the n=0
boundary was UNTESTED — exactly the §4 divide-by-(n−1) family the ADR groups
this with.

Add `welford_finite_at_n0_and_n1` asserting every statistic is finite and
returns the documented sentinel (0.0) at n=0 and n=1, plus load-bearing doc
comments on the two guards.

Fails-on-old proof: with the `sample_variance` guard removed, the test FAILS
with "attempt to subtract with overflow" at the `(self.count - 1)` underflow
(0usize − 1); `variance` would similarly yield 0.0/0.0 = NaN. The guard is
restored; the test pins it so a future regression is caught.

Grade: MEASURED (boundary finiteness is asserted; the guard is the §4-family
fix made testable).

cargo test -p wifi-densepose-signal --no-default-features --lib field_model
→ 22 passed, 0 failed.

Co-Authored-By: claude-flow <ruv@ruv.net>

* refactor(signal): de-magic adversarial thresholds + boundary tests (ADR-154 §7.4 #13)

Lift the bare numeric literals buried in `check`/`check_consistency` into
named, documented module consts (FIELD_MODEL_GINI_VIOLATION=0.8,
ENERGY_RATIO_HIGH_VIOLATION=2.0, ENERGY_RATIO_LOW_VIOLATION=0.1,
CONSISTENCY_ACTIVE_FRACTION_OF_MEAN=0.1, SCORE_W_* weights). VALUES UNCHANGED —
each const equals the original literal; only names + pinning tests are new.

Grade: DATA-GATED. The operating values stay empirical (defensible values need
labelled spoofed/clean CSI — Wi-Spoof, §6.2/§7.3). The de-magicking +
characterization tests are MEASURED: `tuning_consts_unchanged_from_literals`,
`energy_ratio_high_boundary`, `energy_ratio_low_boundary`,
`field_model_gini_boundary`, `consistency_active_fraction_boundary` pin the
decision boundaries at/just-below/just-above each threshold, so a future
data-driven retune is a visible, tested change.

Fails-on-change proof: bumping ENERGY_RATIO_HIGH_VIOLATION 2.0→3.0 makes
`energy_ratio_high_boundary` FAIL (restored). Operating values explicitly
NOT changed.

cargo test -p wifi-densepose-signal --no-default-features --lib ruvsense::adversarial
→ 20 passed, 0 failed.

Co-Authored-By: claude-flow <ruv@ruv.net>

* refactor(signal): de-magic coherence drift/gate thresholds (ADR-154 §7.4 #9)

Lift the bare detection literals in `coherence.rs::classify_drift`
(DRIFT_STABLE_SCORE=0.85, DRIFT_STEP_CHANGE_MAX_STALE=10) and the
`coherence_gate.rs` Default impl (DEFAULT_ACCEPT_THRESHOLD=0.85,
DEFAULT_REJECT_THRESHOLD=0.5, DEFAULT_MAX_STALE_FRAMES=200,
DEFAULT_PREDICT_ONLY_NOISE=3.0) into named, documented consts. VALUES
UNCHANGED. The gate already exposed these via GatePolicyConfig (config seam);
this names + pins the defaults.

Grade: DATA-GATED. Operating values stay empirical (defensible Z-score
thresholds need labelled stable/drifting coherence traces). De-magicking +
boundary tests are MEASURED: `classify_drift_stable_score_boundary`,
`classify_drift_stale_count_boundary` pin the at/just-below/just-above
decisions; `drift_consts_unchanged_from_literals` /
`gate_default_consts_unchanged_from_literals` pin the values. Operating values
explicitly NOT changed.

cargo test -p wifi-densepose-signal --no-default-features --lib ruvsense::coherence
→ 40 passed, 0 failed.

Co-Authored-By: claude-flow <ruv@ruv.net>

* docs(adr-154): mark §7.4 P1 backlog cleared — Milestone-1 (#1,#10 RESOLVED; #9,#13 DATA-GATED)

Update ADR-154 §7.4 backlog rows #1, #9, #10, #13 with commit refs + grades,
the §7.4 intro count (four P1 items cleared, ~41 P2/P3 remain), the
Horizon-ledger one-liner (Milestone-1 DONE), and the §8 honest-limits #1 line
(metric now correct; threshold still DATA-GATED). Add CHANGELOG [Unreleased]
entry.

Grades: #1 RESOLVED (MEASURED metric / DATA-GATED threshold), #10 RESOLVED
(MEASURED), #9 & #13 RESOLVED-PARTIAL (DATA-GATED — de-magicked + boundary
tested, operating values unchanged).

Validation: cargo test --workspace --no-default-features → 2057 passed, 0
failed; wifi-densepose-signal lib → 442 passed (no-default + --features cir);
python archive/v1/data/proof/verify.py → VERDICT: PASS, hash f8e76f21…46f7a
UNCHANGED (CIR ghost-tap guard is not on the deterministic proof path).

Co-Authored-By: claude-flow <ruv@ruv.net>

* fix(sensing-server): stop leaking internal errors in HTTP responses (ADR-080 #2)

Six handlers in `main.rs` serialized the internal error `Display` straight
into the JSON response body, leaking server internals to any client (ADR-080
finding #2, CWE-209; reframed onto the Rust boundary by ADR-164 G11):

  - edge_registry_endpoint: a panicked spawn_blocking `JoinError`
    ("task … panicked") in a 500, and the raw upstream error in a 503
  - delete_model / delete_recording / start_recording: std::io::Error
    strings carrying OS detail / filesystem paths
  - calibration_start / calibration_stop: the FieldModel error chain

New `error_response` module: `internal_error` / `internal_error_json` /
`upstream_unavailable` log the full detail server-side only (tagged with a
correlation id) and return a generic body
(`{"error":"internal_error","correlation_id":…}`) — no `panicked`, no file
paths, no Debug chain. The correlation id lets an operator join a client
report to the exact server log line without ever shipping the detail.

Pinned by 5 error_response tests, incl. a leak-substring guard
(internal_error_body_does_not_leak_detail) verified to FAIL on the reverted
old body (returns the panic message / path / "os error"). The HOMECORE sweep
(ADR-161) covered homecore-server, not this crate.

Co-Authored-By: claude-flow <ruv@ruv.net>

* test(sensing-server): pin XFF-immunity + no-query-token (ADR-080 #1, #3)

Findings #1 (XFF-spoofing bypass) and #3 (JWT-in-URL, CWE-598) were logged
against the Python v1 API but are VERIFIED ABSENT on the current Rust
sensing-server, so they get regression tests rather than redundant fixes:

  - #1 XFF: there is no IP-based rate-limiter or IP-allowlist to bypass, and
    neither security middleware reads a forwarded header. Added
    bearer_auth::xff_header_never_affects_auth_decision (spoofed
    X-Forwarded-For never flips a 401<->200 decision) and
    host_validation::forwarded_headers_never_bypass_host_allowlist (spoofed
    X-Forwarded-Host: localhost never lets Host: evil.com past the allowlist).

  - #3 JWT-in-URL: require_bearer reads the token only from the Authorization
    header; WS handlers take no query token; the sole Query extractor
    (EdgeRegistryParams) is a non-secret refresh flag. Added
    bearer_auth::query_string_token_is_never_accepted — ?token= / ?access_token=
    in the URL never authenticates (stays 401) while the header path still 200s.
    Verified to FAIL when a query-token path is injected into require_bearer.

Co-Authored-By: claude-flow <ruv@ruv.net>

* docs(adr-080): mark P0 security findings #1-#3 RESOLVED; close ADR-164 G11

- ADR-080: Status note + per-finding closure (#1 XFF and #3 JWT-in-URL
  verified absent + regression-pinned; #2 leaked errors fixed via the
  error_response module). Records the v1-vs-Rust boundary distinction
  explicitly: v1 paths remain archived; this closure governs the shipped
  Rust sensing-server.
- ADR-164: Gap Register G11 and the Open/Gated Backlog entry marked
  RESOLVED with the fix + branch reference.
- CHANGELOG: [Unreleased] -> ### Security entry covering all three findings.

Co-Authored-By: claude-flow <ruv@ruv.net>

* docs(adr): renumber 6 displaced ADRs to resolve duplicate-number collisions (ADR-164 G1)

Resolves the 5 duplicate ADR numbers (6 displaced files) flagged by ADR-164
Gap Register item G1. Canonical keeper per number = first file committed at
that number (date tie-broken by inbound cross-reference count / parent-appendix
relationship). Displaced files renumbered to the next free numbers (166-171):

  050 keeps provisioning-tool-enhancements (5 refs vs 1)
    -> ADR-166-quality-engineering-security-hardening
  052 keeps tauri-desktop-frontend (parent ADR)
    -> ADR-167-ddd-bounded-contexts (its appendix)
  147 keeps nvidia-cosmos/OccWorld (the actual ADR, has Status header)
    -> ADR-168-benchmark-proof (proof companion, no Status)
    -> ADR-169-adam-mode-light-theme (was untracked)
  148 keeps drone-swarm-control-system (committed #862)
    -> ADR-170-yoga-mode-pose-system (was untracked)
  149 keeps public-community-leaderboard-huggingface (committed 16:47 vs 17:38)
    -> ADR-171-swarm-benchmarking-evaluation-methodology

Updates in-file `# ADR-NNN` headers and intra-file self-references (yoga-modes

* docs(adr): repoint inbound cross-references to renumbered ADRs (166-171)

Follow-up to the ADR renumbering (ADR-164 G1). Updates every inbound reference
that pointed at a displaced ADR, disambiguating shared numbers by title/slug so
only references to the DISPLACED topic move and keeper references stay put.

ADR-168 (was 147 benchmark-proof): README, CHANGELOG, user-guide,
  proof-of-capabilities, research docs 00/03 — all path/label refs updated.
ADR-169 (was 147 adam-mode) / ADR-170 (was 148 yoga-mode): docs/adr/README index.
ADR-171 (was 149 swarm-benchmarking): all ruview-swarm eval code+docs
  (Cargo.toml, evals/, eval_swarm.rs, metrics/mod/report/runner.rs), research
  doc 03 (every §-ref matched ADR-171 sections, not AetherArena), 00-system-review,
  series README, CHANGELOG, and ADR-148's forward/"open issues" pointers.
ADR-166 (was 050 quality-engineering / security-hardening): disambiguated from the
  ADR-050 provisioning KEEPER by topic. The HMAC/secure_tdm, directory-traversal,
  bind-address, and OTA-PSK-auth references in code comments
  (wifi-densepose-hardware Cargo.toml + secure_tdm.rs, sensing-server main.rs) and
  in ADR-052-tauri / ADR-167 all describe the security-hardening ADR -> ADR-166.
ADR-167 (was 052 ddd-appendix): inbound appendix references.

Index/registry updates: docs/adr/README.md, gap-analysis/census.md (rows +
header count), gap-analysis/lens-findings.md (collision table marked RESOLVED),
and ADR-164 Gap Register G1 marked RESOLVED with the full renumber map.

Keeper references deliberately untouched: all ADR-147 OccWorld code, all ADR-148
drone-swarm code/docs, all ADR-149 AetherArena refs (incl. ADR-150's SSL/resampling
refs, which ADR-150 explicitly binds to the AetherArena benchmark), ADR-050
provisioning refs, ADR-052 tauri refs. The frozen GitHub blob URLs in
docs/adr/.issue-177-body.md (pinned to an old branch) are left as historical.

Comment-only code edits; no behavior change. wifi-densepose-hardware compiles
clean; the sensing-server build's sole blocker is the pre-existing upstream
midstreamer-temporal-compare@0.2.1 registry crate, unrelated to these edits.

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-06-13 14:31:38 -04:00
ruv 107232c0be fix(sensing-server): load published HuggingFace model via RVF auto-detect+convert (#894)
ProgressiveLoader rejected the published ruvnet/wifi-densepose-pretrained model
with the opaque "invalid magic at offset 0: expected 0x52564653 (RVFS), got
0x77455735", then silently fell back to signal heuristics (the "10 persons for
1" garbage reporters saw). The HF repo ships model.safetensors,
model-q{2,4,8}.bin (magic 0x77455735 = "5WEw"), and model.rvf.jsonl -- none
carry the binary-RVF magic the loader wants.

- New model_format module: auto-detects RVFS / safetensors / HF-quant-bin /
  JSONL by magic+name; returns a typed actionable ModelLoadError (lists accepted
  formats + the one-command convert path, never the opaque magic); converts
  safetensors / model.rvf.jsonl -> RVF in-memory so the published full-precision
  model loads via --model.
- load_or_convert_model: native RVF first, else auto-detect+convert+load, else
  typed error. The silent heuristics fallback is now a loud, actionable message.
- --convert-model <in> --convert-out <out> CLI subcommand: one-command offline
  conversion, verifies the output loads before writing.
- #1031 env seam: WDP_TDM_SLOTS + WDP_TDM_SLOT_US derive the multistatic guard
  from a deployment TDM schedule (default 60 ms / 20 ms otherwise).

Honest scope: the converter wires the format/load path (safetensors F32 tensors
-> RVF weight segment, manifest written, Layer A/B/C succeed, weights
round-trip). It does NOT claim end-to-end pose accuracy -- the HF pose-decoder
architecture differs from this crate inference head (data-gated in #894).
Quantized .bin blobs are rejected with a typed error pointing at safetensors.

Tests (fail on the old opaque-magic path):
- model_format::safetensors_converts_and_loads
- model_format::hf_quant_classifies_to_actionable_error
- model_format::{jsonl_converts_and_loads, convert_to_rvf_dispatches_and_rejects_quant, ...}

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-06-13 12:05:05 -04:00
ruv a27ee6f6cd fix(csi-ingest): real HE20 CSI no longer dropped or replaced with simulated data (#1009, #1004)
Two ingest bugs caused real ESP32-C6 HE20 CSI to be silently discarded or
never received — the "real data silently lost" failure class. Each fix is
pinned by a test that fails on the old code.

#1009 §1b — HE20 baseline recorder trimmed 256->242 bins by sequential index.
ESP-IDF v5.5.2 delivers all 256 FFT bins for an HE20 frame, but
CalibrationConfig::he20() carried num_active: 242, so the recorder (no HE20
tone map — extract_first_stream takes the first num_active columns
sequentially) kept bins 0..242 = the lower guard band + DC, NOT the 242 active
tones, silently corrupting the empty-room baseline. Now num_active: 256 records
every delivered bin, aligned 1:1 with the live deviation() path. The exact-242
tone map stays only in cir.rs (HE20_ACTIVE), where the Phi sensing matrix needs
it. HE20 synthetic/bench fixtures updated to feed 256-bin frames.

#1009 §1a/§1c — u8->u16 n_subcarriers truncation, regression-pinned.
The ADR-018 wire format carries n_subcarriers as u16 LE at bytes 6-7; a 256-bin
HE20 frame (byte6=0x00) read as one byte decodes to 0 subcarriers -> every
frame skipped. The CLI parser and the sensing-server parse_esp32_frame were
already corrected to u16 under #1005/ADR-110; added regression tests that fail
on the old single-byte read so the truncation cannot silently return.

#1004 — --source auto latched on simulate forever, never binding UDP :5005.
A one-shot boot probe resolved the source once; with no CSI flowing at boot
(the normal firmware/server startup race) it served simulated poses for the
whole process and ignored real CSI arriving seconds later (the prior #937 fix
hard-exited instead — equally wrong). New plan_source() state machine: in auto
mode ALWAYS bind the UDP receiver and serve simulated only until the first real
frame, then udp_receiver_task promotes source -> esp32 (mirroring the existing
esp32 -> esp32:offline reversion). simulated_data_task self-suspends once
promoted. Explicit --source simulated stays a hard, UDP-free offline override.

Validation: 3-crate tests 1118 passed / 0 failed; workspace 3166 passed /
0 failed; Python proof VERDICT: PASS (bit-exact, unaffected). cir.rs untouched.

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-06-12 16:37:55 -04:00
rUv 29de574e63 Beyond-SOTA engine/signal/train improvements: mesh partition guard, FFT CIR solver, canonical frame decoder, falsifiable occupancy benchmark, governed streaming, adapter provenance (#1018)
* docs(research): add RuView beyond-SOTA system review (00)

First document of the beyond-SOTA research series: capability audit of
the current RuView engine with role-to-crate maturity matrix, ruvsense
module inventory, gap analysis, and risk register.

https://claude.ai/code/session_01MjBucx95K4BuUxZi8NWwRH

* docs(research): add beyond-SOTA architecture design (02, in progress)

https://claude.ai/code/session_01MjBucx95K4BuUxZi8NWwRH

* docs(research): finalize beyond-SOTA architecture (02)

https://claude.ai/code/session_01MjBucx95K4BuUxZi8NWwRH

* docs(research): add benchmark/validation methodology snapshot (03)

https://claude.ai/code/session_01MjBucx95K4BuUxZi8NWwRH

* docs(research): add beyond-SOTA series index with validation results; changelog

README index ties the 5 research docs together with the session's
measured validation evidence: 2,797 workspace tests / 0 failed, Python
proof PASS (bit-exact), and paired pre/post criterion CIR benchmarks.

https://claude.ai/code/session_01MjBucx95K4BuUxZi8NWwRH

* perf(signal): precompute CIR warm-start system; hoist tomography solver allocs

Exact, determinism-safe optimizations (bit-identical float results):

- cir.rs: diag(PhiH Phi)+lambda*I and its CSR matrix depend only on Phi
  and lambda (fixed at CirEstimator::new) but were rebuilt every frame
  (O(K*G) pass + CSR allocation). Now built once in new() via
  build_warm_start_system; summation order unchanged.
- tomography.rs: ISTA gradient buffer hoisted out of the 100-iteration
  loop (fill(0.0) reset) and the Frobenius Lipschitz bound moved from
  per-reconstruct to construction.

Verified: signal 456 tests green; engine 11/11 green including
cycle_is_deterministic and witness-stability tests. Criterion paired
pre/post: cir_estimate/he40 -3.9% (p<0.01), multiband -1.2/-1.4%.

https://claude.ai/code/session_01MjBucx95K4BuUxZi8NWwRH

* fix(worldgraph): bound SemanticState growth with deterministic retention

StreamingEngine::process_cycle appended one SemanticState belief per cycle
with no eviction — ~1.7M nodes/day at 20 Hz (beyond-SOTA roadmap finding #6).

Add WorldGraph::prune_semantic_states(max): deterministic eviction of the
oldest beliefs by (valid_from_unix_ms, id); structural nodes (rooms, zones,
sensors, anchors, tracks, events) are never eligible. Wire it into the
engine after each belief append (DEFAULT_SEMANTIC_RETENTION = 7,200, ~6 min
at 20 Hz; set_semantic_retention to tune). The WorldGraph holds current
beliefs; durable history is the recorder's job, so no audit data is lost.

3 new tests: end-to-end bounded growth, oldest-only eviction, deterministic
equal-timestamp tie-break. Workspace gate: 2,865 passed, 0 failed.

https://claude.ai/code/session_01MjBucx95K4BuUxZi8NWwRH

* feat(sensing-server): route live frames through the governed StreamingEngine

Closes the live-trust-path gap (ADR-136 section 8, beyond-SOTA system review):
the running server fused live CSI with the bare MultistaticFuser, while the
privacy/provenance/witness control plane (ADR-135..146) only ever ran on
synthetic in-test frames. The privacy control plane was therefore bypassable
on the real path.

New engine_bridge module drives StreamingEngine::process_cycle from the
server's live NodeState map, reusing the existing NodeState -> MultiBandCsiFrame
conversion. It lazily wires each contributing node as a WorldGraph sensor
(idempotent), bounds belief growth via the retention cap, and forwards explicit
timestamps/calibration ids so the path stays deterministic and replayable.

Wired additively into both live ESP32/WiFi fusion sites in main.rs via a
split-borrow off the write guard, so person-count behavior is unchanged; the
latest BLAKE3 witness is stored on AppState. Every published belief now carries
evidence + model + calibration + privacy decision and a deterministic witness.

Adds wifi-densepose-engine/-worldgraph/-bfld/-geo deps. 6 new bridge tests
(witnessed belief with full provenance, cross-run determinism, idempotent node
registration, retention bound, privacy-mode propagation). sensing-server suite
430+128 green; workspace gate 2,904 passed / 0 failed.

https://claude.ai/code/session_01MjBucx95K4BuUxZi8NWwRH

* feat(train): falsifiable occupancy benchmark with anti-overfitting gate

Makes the presence/person-count "beyond SOTA" claim falsifiable in code
instead of aspirational (the unfalsifiability gap from the beyond-SOTA system
review). occupancy_bench grades predictions vs ground truth and gates a SOTA
claim behind one claim_allowed invariant requiring ALL of:

- DataProvenance::Measured — synthetic/mock data is scorable for regression
  but never claimable (anti-mock-contamination; the CLAUDE.md Kconfig-bug
  lesson made structural).
- A leak-free EvalSplit — validate() refuses any split where a subject OR
  environment id appears in both train and test (subject leakage /
  per-environment overfitting).
- n_test >= min_test_samples (small-N guard).
- Presence F1 whose bootstrap-CI lower bound (deterministic seeded splitmix64)
  clears the threshold — not the point estimate.
- Count MAE within threshold.

The claim string is unreadable except through the gate (NO_CLAIM otherwise),
same discipline as the ruview-gamma acceptance gate. What remains is data, not
method: a frozen, SHA-pinned, subject/environment-disjoint measured replay set
turns the claim into a passing/failing test.

Lives in wifi-densepose-train (the eval bounded context, alongside ablation/
eval/metrics). 10 tests cover each refusal path; warning-clean under the
crate's missing_docs lint. Workspace gate 2,914 passed / 0 failed. Doc 03
updated.

https://claude.ai/code/session_01MjBucx95K4BuUxZi8NWwRH

* feat(engine): per-room adapter provenance + drift-to-recalibration advisor

Closes the trust-chain gap where an ~11 KB per-room LoRA adapter (ADR-150
section 3.4) could silently change inference without the witness noticing:
provenance carried only "rfenc-v<N>" with no notion of adapter identity.

- StreamingEngine::set_room_adapter(AdapterInfo): pins the adapter's
  content-derived id into provenance model_version
  ("rfenc-v1+adapter:<id>") — and therefore into the BLAKE3 witness — so
  swapping or clearing adapter weights always shifts the witness. Engine test
  proves base -> adapter -> other-adapter -> cleared all witness differently
  and cleared == base.
- RecalibrationAdvisor: recommends re-running the ADR-135 empty-room baseline
  / refitting the room adapter on sustained low fusion coherence (streak
  threshold, default 60 cycles ~ 3 s at 20 Hz) or an ADR-142 change-point.
  Surfaced as TrustedOutput::recalibration_recommended, stored on the
  sensing-server AppState alongside the witness at both live fusion sites.
- Bridge plumbing: EngineBridge::{set_room_adapter, clear_room_adapter} +
  live-path test that the adapter id flows into the live witness.

Scope note (honest): this is the deployable provenance/trigger half of the
"retrained model" roadmap item. Fitting the adapter itself runs in the
existing external calibration service (aether-arena/calibration/); a trained
RF-encoder checkpoint still does not exist in-tree.

Engine 15 tests, bridge 7 tests. Workspace gate: 2,918 passed / 0 failed.

https://claude.ai/code/session_01MjBucx95K4BuUxZi8NWwRH

* fix(mat): gate api module behind its feature — standalone no-default-features builds

pub mod api was unconditional while its only dependency, serde, is optional
behind the 'api' feature, so any build without default features failed with
101 unresolved-serde errors (masked in --workspace runs by feature
unification). The api module and its create_router/AppState re-export are now
cfg(feature = "api")-gated with docsrs annotations.

All combos compile: bare --no-default-features (was 101 errors, now 0),
--no-default-features --features api, and full default (177 tests pass).
Workspace gate: 2,918 passed / 0 failed.

https://claude.ai/code/session_01MjBucx95K4BuUxZi8NWwRH

* perf(signal): opt-in FFT operator for the CIR ISTA solver (8-14x measured)

Phi is a sub-DFT, so each ISTA mat-vec can run as one length-G FFT
(O(G log G)) instead of a dense O(K*G) product — the dominant-latency-hazard
finding from the beyond-SOTA optimization roadmap.

New CirConfig::fft_operator, default FALSE: the dense path stays the
bit-exact witness default. The FFT evaluates the same sums in a different
order, so enabling it shifts float results in the last bits and requires
regenerating any pinned witness — strictly opt-in per deployment.

FftOperator (rustfft, planned once at CirEstimator::new, scratch buffers
reused across the ISTA loop) dispatches inside ista_solve:
  Phi x   = scale * forward-FFT(x) sampled at bins (k_idx mod G)
  Phi^H v = scale * unnormalised inverse-FFT of v scattered into those bins
Warm-start and Lipschitz estimation stay dense at construction.

Measured (criterion, same run, same machine):
  ht20: 2.22 ms -> 265 us  (8.4x)
  ht40: 10.26 ms -> 717 us (14.3x)
The real HE40 grid (K=484, G=1452) scales further per the O(K*G)/O(G log G)
ratio.

3 new tests: FFT<->dense matvec equivalence to float tolerance on ht20 and
he40 grids; end-to-end dominant-tap agreement on a single-path frame; all
default configs keep FFT off. New cir_estimate_fft bench group.

Workspace gate: 2,921 passed / 0 failed (default path bit-exact, witnesses
unchanged).

https://claude.ai/code/session_01MjBucx95K4BuUxZi8NWwRH

* feat(core): canonical frame decoder — capture-to-claim replay (ADR-136)

The encode half of the ADR-136 frame contract existed (ComplexSample,
to_canonical_bytes, witness_hash) but there was no decoder: a captured
canonical frame could be witnessed but never reconstructed, blocking
replay-from-capture.

CsiFrame::from_canonical_bytes is the exact inverse: same id, metadata,
complex payload, and witness hash (tested as the round-trip law AC7 — the
replayed frame re-encodes byte-identically). Amplitude/phase are recomputed
from the payload (projections, not independent state). Every malformed-input
class fails closed (AC8): header truncation -> Truncated, payload truncation
-> PayloadMismatch, unknown discriminants, non-UTF-8 device id, trailing
bytes. Nil calibration uuid decodes as None per the documented encoding.

Core: 36 tests pass. Workspace gate: 2,937 passed / 0 failed.

https://claude.ai/code/session_01MjBucx95K4BuUxZi8NWwRH

* feat(engine): dynamic min-cut mesh partition guard (ruvector-mincut)

Maintains an exact min-cut over the live mesh coupling graph — nodes are
sensing nodes, coupling is the product of fusion attention weights — and
surfaces per cycle, as TrustedOutput::mesh:

- cut value: the global "how close is the array to partitioning" number,
  a structural measure per-node heuristics miss;
- weak side: which specific nodes would split off (failure/jamming triage,
  feeds ADR-032 posture);
- at-risk flag: counts as a structural event for the drift->recalibration
  advisor (alongside ADR-142 change-points).

Degenerate cases fail toward risk: a node with zero coupling is reported as
already partitioned (cut 0, that node as the weak side).

Measured cost policy (criterion, 12-node mesh — the honest part):
- weights quantized (1/64) + change-gated: steady-state cycles do ZERO graph
  work and reuse the cached cut (~7.3 us, ~23x cheaper than building);
- on any real change a full exact rebuild (~171 us) is used, because ONE
  DynamicMinCut delete+insert measured ~240 us — the subpolynomial machinery
  amortizes on much larger graphs, so rebuild-on-change is the measured
  optimum at mesh scale (one-edge case -28% after switching policy);
- full process_cycle with the guard: ~33 us for 4 nodes vs the 50 ms budget.

9 mesh_guard tests (weak-node detection, steady-state zero updates,
sub-quantum gating, join/drop rebuild, determinism, disconnection) + an
engine-level wiring test (down-weighted node -> weak side -> recalibration).
Engine 24 tests; workspace gate 2,946 passed / 0 failed.

https://claude.ai/code/session_01MjBucx95K4BuUxZi8NWwRH

* feat(engine): mesh partition risk demotes privacy + enters the witness (ADR-032)

Completes the mesh-guard integration: its at_risk signal was advisory-only
(fed the recalibration advisor). It now also contributes to the ADR-141
privacy demotion alongside fusion- and array-level contradictions — a mesh
close to partitioning makes the fused belief less trustworthy, so the cycle
emits at a more restricted class (monotonic; information only removed).

Because effective_class feeds the BLAKE3 witness, a fragmenting array now
shifts the witness: partition risk is auditable, not just logged. The mesh
computation moved ahead of the demotion step in process_cycle; mesh_guard_mut
exposes risk-threshold tuning.

Test: a forced-risk 3-node cycle demotes PrivateHome Anonymous->Restricted
and shifts the witness vs a clean baseline. Engine 25 tests; workspace gate
2,947 passed / 0 failed.

https://claude.ai/code/session_01MjBucx95K4BuUxZi8NWwRH

* fix: public-PR review findings — privacy-path honesty, gate holes, mesh-guard cliff

- sensing-server: engine errors logged+counted (no silent swallow), trust
  state exposed via status surface, privacy-demotion claims aligned with
  the actual parallel-audit-path behavior
- occupancy_bench: vacuous-F1 hole closed (degenerate test sets fail with
  their own criterion); CI-lower-bound test made probative
- mesh_guard: quantization scaled to observed coupling range — >=65-node
  balanced meshes no longer permanently at_risk (regression test)
- engine: both wiring tests made probative (same-topology witness compare,
  deterministic risk-crossing fixture)
- mat: axum/tokio optional behind api; real serde feature (api enables it)
- core: canonical decoder strict (non-zero reserved bytes and nil UUID
  rejected — injective on accepted domain, forged-bytes tests)
- CHANGELOG: un-spliced the FFT/adapter bullet mangle

Co-Authored-By: claude-flow <ruv@ruv.net>

* chore: strip private-track references for public PR

Reword the occupancy-benchmark changelog bullet to drop a cross-reference
to the private research track, and restore the WorldGraph retention bullet
header that was glued onto the preceding MAT bullet.

Co-Authored-By: claude-flow <ruv@ruv.net>

* chore: lockfile refresh for cherry-picked feature set

Co-Authored-By: claude-flow <ruv@ruv.net>

---------

Co-authored-by: Claude <noreply@anthropic.com>
2026-06-11 16:08:54 -04:00
rUv d0e27e652e fix(firmware): C6 IDF v5.5 guard + HE-LTF host ingest + WITNESS-LOG-110 B1 resolution (#1005) (#1011)
* fix(firmware): c6_sync_espnow IDF v5.5 send-callback guard + B1 HE-LTF resolution (#1005)

Espressif backported the esp_now_send_cb_t signature change to v5.5
(esp_now_send_info_t = wifi_tx_info_t there), so the #944 guard must be
ESP_IDF_VERSION >= VAL(5,5,0), not MAJOR >= 6.

Validated on this repo's hardware toolchain:
- WITHOUT fix, IDF v5.5.2 esp32c6 build fails with the reporter's exact
  incompatible-pointer error at c6_sync_espnow.c:199 (reproduced)
- WITH fix, clean build on IDF v5.5.2 (esp32c6) AND IDF v5.4 (regression)

Docs: WITNESS-LOG-110 §B1 marked RESOLVED WITH MEASUREMENT (external,
@stuinfla, issue #1005): IDF v5.4 driver downconverts HE->HT; v5.5.2
delivers true HE-LTF (532B / 256 bins / 242 tones, PPDU 0x01 HE-SU).
ADR-110 capability table updated accordingly.

Co-Authored-By: claude-flow <ruv@ruv.net>

* docs: WITNESS-LOG-110 §B1 — in-house HE-LTF replication on the original COM12 C6

84% of 1,525 frames at 532B/PPDU 0x01 (HE-SU) with IDF v5.5.2 + the #1005
guard fix, AP ruv.net 11ax 2.4GHz. Two independent rigs now confirm:
v5.4 downconverts, v5.5.2 delivers 242-tone HE20.

Co-Authored-By: claude-flow <ruv@ruv.net>

* fix(host): 256-bin HE-LTF ingest end-to-end + latent offset bugs (#1005)

Audit of every ADR-018 consumer against live C6 HE20 frames (532B/256-bin):
- sensing-server + CLI calibrate parsers read n_subcarriers from one byte
  (256 decoded as 0) with stale seq/rssi offsets (rssi always 0 — latent,
  pre-existing, confirmed vs firmware csi_collector.c). Fixed to the real
  ADR-018 layout; n_subcarriers u8->u16; byte 18 surfaced as typed PpduType.
- sensing-server probe buffer 256B -> 2048B (532B datagram errored on Windows)
- per-node grid gate: lock densest (n_subcarriers, ppdu_type) grid, re-warm
  on upgrade, skip sparser minority frames — HT-64 never mixes into an
  HE-256 baseline window
- hardware parser: HE-aware bandwidth classification (256-FFT HE20 = 20MHz,
  was Bw160); PpduType/Adr018Flags re-exported
- verbatim live frames (532B HE-SU, 148B HT) embedded as regression fixtures
- archive python parser: bandwidth heuristic mirror fix

Live-validated: calibrate --tier he20 consumed 600x 256-bin frames into an
ADR-135 He20 baseline (242 tones) skipping 94 HT frames; sensing-server
shows node 12 active with real RSSI (-40dBm). 765 tests green across the
three crates; workspace check clean; Python proof PASS.

Co-Authored-By: claude-flow <ruv@ruv.net>

* test(fuzz): esp_netif/ping_sock/ip_addr stubs — un-break ADR-061 fuzz build after #954

csi_collector.c gained esp_netif.h / ping/ping_sock.h / lwip/ip_addr.h
includes for the #954 gateway self-ping; the host-fuzz stub env lacked
them, breaking the fuzz build on main since 5789351b7. Stubs return
no-gateway so the self-ping path early-outs (compiles + links, never
exercised — matches the fuzz threat model which targets frame
serialization, not the network stack).

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-06-11 11:00:37 -04:00
rUv b6420ac9ba fix(server): make synthetic CSI opt-in only (sibling fix to #937) (#979)
Background

Issue #937 in the cognitum-v0 appliance repo flagged that the
`cognitum-csi-capture` systemd unit shipped `--simulate` by default,
silently serving synthetic CSI tagged as production telemetry on
`/api/v1/sensor/stream`. That's a textbook trust-eroding pattern — the
single most-cited "where's the real data?" evidence external reviewers
(#943, #934) point at when they call the project AI-slop.

A grep across THIS tree surfaced the exact same anti-pattern in three
places:

  docker/docker-compose.yml:27        # auto (default) — probe ESP32, fall back to simulation
  docker/docker-entrypoint.sh:14      # CSI_SOURCE — data source: auto (default), ...
  main.rs:6435                        info!("No hardware detected, using simulation"); "simulate"

The sensing-server's `auto` source resolver at main.rs:6425-6440
silently fell back to synthetic with only an `info!` log line as the
signal. Downstream consumers calling `/api/v1/sensing/latest` or
`/ws/sensing` had no in-band way to know they were being served fake
data.

Fix

`auto` now refuses to fall back. When neither ESP32 UDP nor host WiFi
is detected, the server logs a clear `error!` explaining the situation
and exits 78 (EX_CONFIG). The error message names the two ways to
proceed: provision real hardware, or set `--source simulated` /
`CSI_SOURCE=simulated` explicitly. Existing operators who already use
`--source simulated` (or its legacy `simulate` alias) are unaffected —
the alias is preserved for back-compat.

Docker entrypoint comment, docker-compose comment, and the Tauri
desktop app's source-default path also updated to reflect the new
posture. The desktop app keeps its `simulated` default because it's
an explicit demo product — the value passed downstream is the
*explicit* `simulated`, not `auto`, so the server tags it correctly
and never lies about its data source.

Validation

  cargo build  -p wifi-densepose-sensing-server --no-default-features
  cargo test   -p wifi-densepose-sensing-server --no-default-features
  → 122 / 122 pass, build clean (existing pre-fix warnings unchanged).

Deployment

⚠ Breaking change for unattended deployments that relied on the
`auto → simulated` silent fallback. That is exactly the failure mode
this PR fixes: pretending to serve real sensing data when the source
is fake. Operators who genuinely want demo mode set
`CSI_SOURCE=simulated` explicitly; the error message and the
docker-compose comment both point them there.
2026-06-08 18:07:39 +02:00
rUv 2c136aca74 fix(protocol): resolve 0xC511_0004 magic collision (closes #928) (#931)
* fix(ci): SAST actually scans the code + drop deprecated flaky semgrep action

Two real problems in the Static Application Security Testing job:

1. **It scanned a path that no longer exists.** `bandit -r src/` and
   `semgrep … src/` pointed at the repo-root `src/`, but the Python code
   moved to `archive/v1/src/` (64 .py files) when the runtime was rewritten
   in Rust. So the SAST scan matched nothing — a silent no-op (this is also
   why `bandit-results.sarif` was "Path does not exist" on recent runs).
   Fixed both to `archive/v1/src/`.

2. **Deprecated + redundant + flaky semgrep step.** The
   `returntocorp/semgrep-action@v1` step pulled `returntocorp/semgrep-agent:v1`
   from Docker Hub every run (intermittently timing out → red check, e.g. on
   #929) and is EOL. It was redundant: the pip `semgrep --sarif` step is what
   feeds GitHub Security; the action only pushed to the Semgrep cloud app via
   SEMGREP_APP_TOKEN. Removed it and folded its `p/docker` + `p/kubernetes`
   rulesets into the pip semgrep command, so coverage is preserved with no
   Docker pull.

The job stays `continue-on-error: true` (non-gating). YAML validated.

Co-Authored-By: claude-flow <ruv@ruv.net>

* fix(protocol): resolve 0xC511_0004 magic collision (closes #928)

Background

`0xC511_0004` was assigned to two different packet formats in firmware
— `EDGE_FUSED_MAGIC` (ADR-063, 48-byte `edge_fused_vitals_pkt_t`) and
`WASM_OUTPUT_MAGIC` (ADR-040, variable-length `wasm_output_pkt_t`).
Both were transmitted. The sensing-server only had a WASM parser for
that magic and no fused-vitals parser, so on the ESP32-C6 + MR60BHA2
mmWave configuration the fused-vitals packet was silently misparsed
as a malformed WASM output — `breathing_rate` was read as
`event_count`, mmWave-fused vitals were lost, and spurious WASM events
were emitted to subscribers.

Fix

1. Reassign `WASM_OUTPUT_MAGIC` to `0xC511_0007` (next free slot per
   the registry in `rv_feature_state.h`). Smaller blast radius than
   moving fused-vitals — the registry already treats `0xC511_0004` as
   fused-vitals canonical and several years of deployed feature
   tracking depends on that assignment.

2. Add `parse_edge_fused_vitals` + `EdgeFusedVitalsPacket` in
   `wifi-densepose-sensing-server::main`. Byte layout taken directly
   from `edge_processing.h:129`, mirroring the firmware's
   `_Static_assert(sizeof(edge_fused_vitals_pkt_t) == 48)` so future
   firmware changes that grow the packet will break this parser
   loudly instead of silently.

3. Add a dispatch arm in the UDP receive loop. Fused-vitals is tried
   BEFORE WASM so a stale firmware (still emitting 0xC511_0004 with
   the WASM payload) fails to parse as fused-vitals (size mismatch),
   then fails to parse as WASM (magic mismatch on the new 0x...0007),
   and gets dropped — a deliberate "fail loud" outcome rather than the
   pre-fix silent garbage.

4. Update the registry comment in `rv_feature_state.h` to add the new
   0x...0007 row.

5. Add five tests in a new `issue_928_magic_collision_tests` mod:
   - `parse_edge_fused_vitals_extracts_fields_correctly`
   - `parse_edge_fused_vitals_rejects_short_buffer`
   - `parse_edge_fused_vitals_rejects_wrong_magic`
   - `parse_wasm_output_rejects_legacy_0004_magic`
   - `parse_wasm_output_accepts_new_0007_magic`

WebSocket payload

Fused-vitals now broadcasts as `{"type": "edge_fused_vitals", ...}`
with the mmWave-specific block nested under `mmwave`. Schema is
additive — existing subscribers that only inspect `type` are
unaffected; subscribers that switch on `type` gain a new branch.

Deployment note

This is a wire-protocol change. Firmware older than this commit that
emits WASM output on 0xC511_0004 will lose its WASM event stream
against an updated host (host expects 0xC511_0007). Per the issue
discussion, "fail loud" is preferred to silent misparsing. Operators
running C6+mmWave should reflash firmware concurrent with the host
upgrade.

Test results
  cargo test -p wifi-densepose-sensing-server --no-default-features
  --bin sensing-server
  → 122 passed / 0 failed (5 new + 117 existing, unchanged)

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-06-03 11:56:35 +02:00
rUv 0cfd255730 fix: --export-rvf no longer silently produces a placeholder model (#920)
The --export-rvf handler ran *before* the --train/--pretrain handlers and
unconditionally wrote placeholder sine-wave weights, then returned. So the
documented `--train --dataset … --export-rvf <path>` workflow
(user-guide.md) short-circuited to a PLACEHOLDER model and never trained —
printing "exported successfully" for a non-functional model. Given the
project's anti-"is it fake" stance, silently emitting a fake model is the
wrong default.

Fix:
- Only emit the placeholder container-format demo when --export-rvf is used
  *standalone* (new `export_emits_placeholder_demo` guard). With
  --train/--pretrain, fall through so the real training pipeline runs and
  exports calibrated weights.
- The standalone path now prints a clear WARNING that it writes a
  container-format demo with placeholder weights — not a trained model —
  pointing to --train / a pretrained encoder (#894).
- Docs: flag --export-rvf as a placeholder demo in the flag table, and fix
  the Docker training example to use --save-rvf (consistent with the
  from-source example) instead of the placeholder --export-rvf.

3 unit tests for the guard. Full crate unit suite: 429 + 117 passed, 0 failed.
2026-06-03 08:55:36 +02:00
rUv f5d0e1e69e fix(#894): actionable diagnostic when --model gets a non-RVF file (#919)
Users who downloaded ruvnet/wifi-densepose-pretrained and passed
model.safetensors / model-q4.bin / model.rvf.jsonl to --model hit a bare
"Progressive loader init failed: invalid magic at offset 0: expected
0x52564653, got 0x77455735" and were stuck — the server then silently fell
back to signal heuristics (which over-count, feeding "is it fake" reports).

The HF files are a different *format* and encoder architecture than the RVF
binary container the progressive loader expects, so they can't load directly.
Now the load-failure path detects the common cases (safetensors header,
JSONL manifest, quantized .bin blob) and emits a plain explanation naming the
format, what --model actually expects (RVF `RVFS` container from
wifi-densepose-train), and that it's continuing with heuristics — with a
pointer to #894.

Pure, testable `diagnose_model_load_error()` + 4 unit tests (run under the
default `--no-default-features` CI). Full crate unit suite: 429 + 114 passed,
0 failed.
2026-06-02 20:05:30 +02:00
rUv b12662a54d fix(mqtt): per-node HA devices use each node's own presence/motion (#872) (#918)
The MQTT bridge fanned out one Home-Assistant device per node (#898) but
applied the *room-level aggregate* classification to every node — so in a
multi-node setup a node in an empty corner inherited another node's
"present", and `motion_level: "absent"` was mis-mapped to full motion
(the aggregate match fell through `Some(_) => 1.0`).

Each node in the sensing broadcast's `nodes` array already carries its own
`classification` (`motion_level`/`presence`/`confidence`, see
PerNodeFeatureInfo) and RSSI. Now each per-node snapshot reads that node's
own classification, deferring to the room aggregate only for fields a node
omits. Vitals (breathing/heart rate) and person count stay room-level.

Extracted the JSON→VitalsSnapshot mapping into a pure, testable function
(`vitals_snapshots_from_sensing_json`) and added 4 unit tests covering
per-node divergence, partial-field fallback, the no-nodes aggregate path,
and the absent→zero-motion fix.

Supersedes #899, which targeted the right bug but read non-existent fields
(`node["motion_level"]` / `node["status"]` instead of the nested
`node["classification"]` + `stale`).

Verified: builds with `--features mqtt`; new tests pass; full crate unit
suite 432 + 114 passed, 0 failed.
2026-06-02 19:26:01 +02:00
ruv 9ddcf0c9fc fix(mqtt): one HA device per node — closes #898
After the #872 MQTT wiring, the JSON->VitalsSnapshot bridge hard-coded a
single node_id (the MQTT client id) and the publisher used one
OwnedDiscoveryBuilder, so every physical node collapsed into a single
Home-Assistant device (identifiers:["wifi_densepose_wifi-densepose-1"]),
contradicting the one-device-per-node docs.

- Bridge (main.rs): emit one VitalsSnapshot per node in the sensing
  update's nodes[] (each carries its own node_id + RSSI; shared aggregate
  presence/vitals), falling back to a single aggregate snapshot when
  there is no per-node data (wifi/simulate sources).
- Publisher (publisher.rs): add OwnedDiscoveryBuilder::for_node(), and
  publish discovery + availability lazily on first sight of each node_id,
  routing state to per-node topics. Heartbeat/refresh/offline-LWT iterate
  all known nodes. Result: N distinct HA devices, one per node.

3 new unit tests (distinct nodes -> distinct wifi_densepose_<node>
identifiers); full MQTT suite 71 passed, example builds.
2026-06-02 09:43:28 +02:00
ruv 4007db5d13 fix(sensing-server): fix CSI per-node count clamp — #803 (part 2)
The pure-CSI per-node path clamped its own occupancy estimate before the
aggregator could read it. estimate_persons_from_correlation (DynamicMinCut)
returns 0-3, but it was mapped to a score via `corr_persons / 3.0`, putting
2 people at 0.667 — just under the 0.70 up-threshold of
score_to_person_count — so the per-node count never climbed past 1, leaving
node_max stuck at 1 for CSI-only nodes even when the min-cut cleanly
separated two people.

Replace the lossy /3.0 mapping with a threshold-aligned corr_persons_to_score
(1->0.40, 2->0.74, 3->0.96) whose steady state round-trips back to the same
count through the EMA + hysteresis bands, while still gating transient noise.

A convergence test replays the exact CSI-loop EMA and asserts min-cut=2 now
reports 2 / 3 reports 3 / 1 reports 1, plus a regression test documenting
that the old /3.0 mapping pinned two people to 1.

Full suite: 586 passed, 0 failed.

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-05-31 10:09:58 -04:00
ruv a933fc7732 fix(sensing-server): surface count-aware per-node estimates — #803
Person count was pinned to 1 because the aggregate was derived from
`smoothed_person_score`, an EMA-smoothed *activity* score (amplitude
variance / motion / spectral energy) that saturates near a single
occupant and cannot discriminate count. The count-aware per-node
estimates the ESP32 paths already compute (firmware n_persons, mincut
corr_persons) were stored in NodeState::prev_person_count then discarded
by the aggregator — the same dead-wiring class as #872.

Add `aggregate_person_count(activity_count, node_states)` = max(activity,
node_max) and use it at both ESP32 aggregation sites (edge-vitals + CSI
loop, Some + fallback arms). It can only raise the count when a node
positively reports more occupants, so the lone-occupant case is provably
never inflated (regression-guarded).

5 new unit tests + full suite: 582 passed, 0 failed.

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-05-31 10:00:56 -04:00
ruv a3f80b0cda fix(sensing-server): wire MQTT publisher into the binary — closes #872
#872 reported '--mqtt: unexpected argument' on the Docker image; prior
attempts chased a Docker *rebuild*, but the real cause was disconnected
*code*: the --mqtt* flags lived only in cli::Args (dead code — referenced
nowhere), while the binary parses a separate main::Args with no mqtt fields,
and main.rs never declared/started the mqtt:: publisher. So MQTT was fully
unwired: flags didn't parse, and the publisher never ran.

Fix:
- Extract the mqtt + privacy flags into a shared
  (#[derive(clap::Args)]); retarget mqtt::config::{from_args,build_tls} to it.
- #[command(flatten)] MqttArgs into the binary's main::Args (using the *lib*
  crate's type so it matches from_args), so --mqtt* now parse.
- Spawn the publisher on --mqtt: build MqttConfig, validate, and bridge the
  existing JSON sensing broadcast into the typed VitalsSnapshot stream the
  publisher consumes (defensive serde_json::Value mapping — absent fields
  default, never wrong values). #[cfg(feature=mqtt)]-gated; without the
  feature --mqtt WARNs and no-ops (documented contract). Fix the
  mqtt_publisher example for the new signature.

Verified end-to-end against local mosquitto: publisher connects and emits
20 HA auto-discovery entities + live state (presence ON, person_count, …).
Tests: 577 pass default / 580 pass --features mqtt / 0 fail; both configs
build.

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-05-31 09:39:21 -04:00
rUv 00a234eda8 ADR-110: ESP32-C6 firmware extension (#764)
Closes the firmware-side ADR-110 design at v0.7.0-esp32 after a 38-iter /loop SOTA sprint.

Headline (bench, COM9+COM12 ESP32-C6):
- 99.56% cross-board RX, 104.1 µs smoothed offset stdev (≤100 µs §2.4 target met)
- 3.95× EMA suppression, 1.4 ppm crystal skew preserved

4 firmware releases: v0.6.7 / v0.6.8 / v0.6.9 / v0.7.0-esp32.
42 ADR-110 unit tests, 1761 v2 workspace tests, full Firmware CI + QEMU green.
2026-05-23 15:34:48 -04:00
rUv 004a63e82d fix(security): audit — fix RUSTSEC vulns, clippy warnings, dead code (#769)
- Upgrade openssl to 0.10.78 (CVE-2026-41676), jsonwebtoken to 9.4
- Suppress unmaintained-only/no-CVE advisories in .cargo/audit.toml
  with per-entry rationale
- Fix all `cargo clippy --all-targets -- -D warnings` errors across
  35 crates: derivable_impls, needless_range_loop, map_or→is_some_and/
  is_none_or, await_holding_lock (drop MutexGuard before .await),
  ptr_arg (&mut Vec→&mut [T]), useless_conversion, approximate_constant
  (2.718→E, 3.14→PI), field_reassign_with_default, manual_inspect,
  useless_vec, lines_filter_map_ok, print_literal, dead_code
- Apply `cargo fmt --all`
- Pre-existing test failure in wifi-densepose-signal
  (test_estimate_occupancy_noise_only) is not introduced by this PR
2026-05-23 05:36:13 -04:00
rUv 67fec45e61 feat(edge-registry): ADR-102 — surface Cognitum cog catalog via /api/v1/edge/registry (#648)
* feat(edge-registry): ADR-102 — surface Cognitum cog catalog via /api/v1/edge/registry

Adds a new sensing-server endpoint that fetches and caches the canonical
Cognitum app registry at
https://storage.googleapis.com/cognitum-apps/app-registry.json (105 cogs
across 11 categories as of v2.1.0). RuView previously had no live
awareness of the catalog — the README's capability table was hand-
curated and went stale as Cognitum shipped new cogs (the registry was
last updated 6 days ago).

ADR:
* docs/adr/ADR-102-edge-module-registry.md — full design, response
  shape, configuration flags, failure modes, and a 12-row security
  review covering SSRF, response inflation, ?refresh abuse, stale-serve
  semantics, TLS, cache poisoning, JSON-panic resistance, etc.

Code:
* v2/.../edge_registry.rs — EdgeRegistry struct + UreqFetcher +
  MockFetcher trait + 7 unit tests. RwLock<Option<CachedEntry>> with
  stale-on-error fallback. MAX_PAYLOAD_BYTES=8 MiB, 10s wire timeout.
* v2/.../main.rs — constructs Option<Arc<EdgeRegistry>> at startup,
  registers GET /api/v1/edge/registry handler, wires Extension layer.
  Handler runs the blocking ureq fetch via tokio::task::spawn_blocking
  so the async runtime stays free.
* v2/.../cli.rs / main.rs Args — three new flags (per user request to
  "allow the registry to be disabled or changed"):
    --edge-registry-url <URL>       (env RUVIEW_EDGE_REGISTRY_URL)
    --edge-registry-ttl-secs <N>    (env RUVIEW_EDGE_REGISTRY_TTL_SECS)
    --no-edge-registry              (env RUVIEW_NO_EDGE_REGISTRY)
  When --no-edge-registry is set or the URL is empty, the endpoint
  returns 404.

Cargo.toml: adds ureq (rustls), sha2, thiserror as direct deps.

README:
* New collapsed "🧩 Edge Module Catalog" section with the full 105-cog
  table generated from the registry, grouped by category with practical
  one-line descriptions (e.g. "Spots irregular heartbeats and abnormal
  heart rhythms", "Detects walking problems and scores fall risk").
  Links to https://seed.cognitum.one/store and the local appliance
  /cogs page. Sits between the HF model section and How It Works.

Tests (7/7 pass):
  first_call_hits_upstream_and_caches
  ttl_expiry_triggers_refetch
  force_refresh_bypasses_fresh_cache
  stale_serve_on_upstream_failure_after_cached_success
  no_cache_no_upstream_returns_error
  upstream_invalid_json_is_treated_as_error
  upstream_sha256_is_deterministic

Security highlights (full review in ADR-102 §"Security review"):
- The registry is metadata-only; per-cog binary signatures (ADR-100)
  remain the trust root for installs. A compromised registry can
  mislead a human reader but cannot ship malicious binaries.
- 8 MiB cap + 10s timeout + Option<Arc<...>> via Extension layer means
  the endpoint can't be used to exhaust memory or pin tokio threads.
- Stale-on-error responses carry an explicit `stale: true` field so
  upstream outages are visible to consumers rather than silently
  masked.
- Endpoint sits behind the existing RUVIEW_API_TOKEN bearer gate when
  set, otherwise unauthenticated (registry contents are public anyway).

* chore: refresh Cargo.lock for ureq/sha2/thiserror deps added by ADR-102
2026-05-19 18:08:43 -04:00
Rahul c00f45e296 fix(sensing): finish #611 NaN-panic audit — 7 more sites missed by #613 (#624)
#613 fixed adaptive_classifier.rs:94 (the IQR sort) and called the audit
done, but the grep used `partial_cmp(b).unwrap()` as a literal and missed
seven additional production sites that use comparator variants:

  adaptive_classifier.rs:205  AdaptiveModel::classify() argmax over softmax
                              probs — same per-frame hot path as #611.
                              NaN flows through normalise → logits → softmax
                              and still reaches this site even after the
                              IQR fix.
  adaptive_classifier.rs:480  train() argmax (training accuracy loop)
  adaptive_classifier.rs:500  train() per-class argmax
  main.rs:2446, 2449          count_persons_mincut variance source/sink select
  csi.rs:602, 605             count_persons_mincut variance source/sink select
                              (duplicate of main.rs logic in csi.rs)

For the variance-select sites, note that the *outer* `unwrap_or((0, &0))`
only catches an empty iterator — it cannot rescue a panic raised inside
the comparator. A single NaN in `variances[]` still aborts the process.

Same fix as #613: swap `.unwrap()` for `.unwrap_or(std::cmp::Ordering::Equal)`
inside the comparator closure. Pure behavioural change, no API surface.

Re-audit of the remaining `partial_cmp(...).unwrap()` matches in v2/:
they are all inside `#[cfg(test)]` / `#[test]` blocks (spectrogram.rs:269,
depth.rs:234, connectivity.rs:477, vital_signs.rs:737) where inputs are
controlled and panic-on-NaN is acceptable.
2026-05-19 10:02:08 -04:00
ruv 79cc2d7b22 Merge #491: feat(sensing-server): adaptive person count — RollingP95 + dedup_factor runtime API
Integrating @schwarztim's PR #491 into main on their behalf — their fork has
fallen too far behind for a clean rebase (the PR's commit graph dropped
silently during `git rebase origin/main`), so applying as a merge from the
fork head to preserve the diff cleanly.

What this lands:
- `RollingP95` adaptive normaliser for the person-count feature scaling.
  Streaming P95 over a 600-sample / ~30 s sliding window. Cold-start
  (<60 samples) falls back to the legacy denominators (variance/300,
  motion_band_power/250, spectral_power/500) so day-0 behaviour is
  preserved on every deployment.
- `RuntimeConfig` struct + `load_runtime_config` / `save_runtime_config`
  persisted to `data/config.json`. Exposes `dedup_factor` via REST so
  multi-node deployments can tune cluster-deduplication without a rebuild,
  including an auto-tune endpoint that derives optimal dedup from a known
  person count (calibration mode).
- `compute_person_score()` now takes &AppStateInner alongside &FeatureInfo
  so the adaptive denominators are reachable. All 3 call sites updated.
- New `AppStateInner` fields: `p95_variance`, `p95_motion_band_power`,
  `p95_spectral_power`, `dedup_factor`, `data_dir`.

Closes #491. Directly addresses:
- #499 (double skeletons, multi-node) — the slot-clustering problem this
  PR's adaptive normaliser was designed to fix
- #519 Bug 1 (ghost person detection on edge-tier 1 & 2 multi-node)
- #496 (person count over-reporting on single-room single-person)

Verified locally:
- cargo check -p wifi-densepose-sensing-server --no-default-features: 1.0s
- cargo test -p wifi-densepose-sensing-server --no-default-features --lib:
  233/233 passed in 25.0s

Co-authored-by: @schwarztim
Co-Authored-By: claude-flow <ruv@ruv.net>
2026-05-19 08:25:47 -04:00
rUv b2e2e6d6fd fix(sensing-server): WS broadcast emits effective_source() not hardcoded "esp32" (closes #618) (#621)
Reported by @ArnonEnbar with a complete reproduction.

broadcast_tick_task() re-emits the cached `latest_update` every tick so
pose WS clients keep getting data even when ESP32 pauses between
frames. The `source` field of that cached update was set to "esp32" at
the moment a fresh ESP32 frame was last decoded (main.rs:3885, :4136).

After the ESP32 loses power or network, no fresh frame is decoded —
the cached `latest_update` is still re-broadcast every tick with the
stale source: "esp32" baked in. UI's "Sensing" tab keeps showing
"LIVE — ESP32 HARDWARE Connected" with frozen vitals/features/
classification re-broadcast indefinitely. REST `/health` correctly
reports source: "esp32:offline" (via effective_source(), which checks
last_esp32_frame elapsed time against ESP32_OFFLINE_TIMEOUT=5s) — but
the WS broadcast path was the one consumer that didn't call it.

Fix: clone the cached update per tick, overwrite source with
s.effective_source(), then serialize and broadcast. UI now switches to
"esp32:offline" on the same 5s budget as the REST surface.

cargo build -p wifi-densepose-sensing-server --no-default-features:
17s, no errors (1 pre-existing unused-import warning unchanged).
2026-05-18 08:18:18 -04:00
Chaitanya Tata f853c74563 v2: pin Rust 1.89 and fix sensing-server UI path when run from v2 (#523)
* v2: pin Rust 1.89 for sensing-server dependency chain

ruvector-core 2.0.5, hnsw_rs 0.3.4, and mmap-rs 0.7 require newer Cargo/rustc
than 1.82 (edition2024 manifest, is_multiple_of, stable avx512f target_feature
on x86_64). Add v2/rust-toolchain.toml so cargo build -p
wifi-densepose-sensing-server picks a compatible toolchain.

Signed-off-by: Chaitanya Tata <chaitanya@dotstarconsulting.com>
Co-authored-by: Cursor <cursoragent@cursor.com>

* sensing-server: default UI path for cwd v2/ and coalesce fallbacks

The previous default ../../ui resolves to a non-existent directory when
the binary is run from v2/ (common), so /ui/* returned 404 and the
dashboard appeared broken. Default to ../ui and try ../ui, ./ui,
../../ui when the configured path is missing.

Signed-off-by: Chaitanya Tata <chaitanya@dotstarconsulting.com>
Co-authored-by: Cursor <cursoragent@cursor.com>

---------

Signed-off-by: Chaitanya Tata <chaitanya@dotstarconsulting.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 18:00:36 -04:00
Timothy Schwarz 8b297dd706 fix(sensing-server): handle WebSocket Lagged + add ping keepalive (#484)
Root cause: broadcast channel Lagged error caused instant disconnect
when clients fell behind 256 frames (10Hz * 50-200KB = easy to lag).
Client reconnects, immediately lags again, rapid cycling ensues.

Sensing handler: Lagged error now continues (skips missed frames)
instead of breaking. Added 30s ping interval for proxy keepalive.
Pose handler: same Lagged handling + Pong match arm.

CHANGELOG updated under Unreleased/Fixed.

Co-authored-by: Deploy Bot <deploy@example.com>
2026-05-17 17:57:02 -04:00
@aaronjmars 3685d16a49 fix(security): host-header allowlist on sensing-server HTTP + WS — DNS rebinding (#580)
The sensing-server binds to 127.0.0.1 by default with no `Host` header
validation on either router. A foreign page can lower its DNS TTL,
re-resolve to 127.0.0.1 after the browser has accepted the origin, and
then read live pose + vital signs from /api/v1/* + /ws/sensing as
same-origin against the attacker's hostname. When `RUVIEW_API_TOKEN` is
unset (the documented LAN-mode default from #443/#547) the attacker
can also drive state-mutating POSTs (recording/start, models/load,
adaptive/train, calibration/start, sona/activate).

Defense: a small `host_validation` axum middleware that pins the `Host`
header to a configurable allowlist. The loopback names (`localhost`,
`127.0.0.1`, `[::1]`, each with or without a port) are always in the
set, so default 127.0.0.1 deployments keep working from the local
browser without any configuration change. Operators who bind to a
routable address extend the set with one or more `--allowed-host`
flags or a comma-separated `SENSING_ALLOWED_HOSTS` env var.
Reverse-proxy deployments that already canonicalise `Host` opt out
with `--disable-host-validation`.

The layer is wired into both the dedicated WebSocket router on
`--ws-port` (8765) and the main HTTP router on `--http-port` (8080),
so /ws/sensing on either listener is covered. Rejection responses are
`421 Misdirected Request` (the correct status for a request that
arrived at a server that does not consider the supplied `Host`
authoritative); missing `Host` is `400 Bad Request`.

CWE-346 (Origin Validation Error), CWE-350 (Reliance on Reverse DNS).
Severity: high.

Tests: 13 new unit tests on the middleware (loopback defaults,
case-insensitivity, IPv6 bracketing, port stripping, env-var/CLI
merge, foreign-host rejection on /health + /ws/*, disabled-allowlist
escape hatch). Full suite: 220/220 pass under
`cargo test -p wifi-densepose-sensing-server --no-default-features`.

Co-authored-by: Aeon <aeon@aaronjmars.com>
2026-05-17 17:27:00 -04:00
ruv 4a1f3a1e10 feat(sensing-server): wire ADR-099 introspection tap + /ws/introspection + /api/v1/introspection/snapshot
I3 (per ADR-099). Three changes in main.rs:

1) AppStateInner: + intro: IntrospectionState + intro_tx: broadcast::Sender<String>
   (256-slot ring, same shape as the existing tx).

2) ESP32 frame path: after the global frame_history push, before the
   per-node mutable borrow of s.node_states, compute the per-frame derived
   feature (mean amplitude across subcarriers), call s.intro.update(ts_ns,
   feature), and broadcast the snapshot JSON to s.intro_tx. Placement is
   deliberate — between the global state's mutable touch and the per-node
   &mut so borrow-checking stays linear; ns is borrowed *after* the tap
   completes its s.intro / s.intro_tx access.

3) Routes:
     ws_introspection_handler   → /ws/introspection
     api_introspection_snapshot → /api/v1/introspection/snapshot
   Same Axum + tokio::sync::broadcast pattern as ws_sensing_handler,
   subscribed against s.intro_tx. Wrapped by the bearer-auth middleware
   already on /api/v1/* — orchestrator probes and unauthenticated /ws/sensing
   reachers continue to land on the existing topic.

Verified:
  cargo build -p wifi-densepose-sensing-server --no-default-features ✓
  cargo test  -p wifi-densepose-sensing-server --no-default-features
    lib:           207 passed, 0 failed (199 pre-tap + 8 introspection)
    integration suites: 70, 8, 16, 18 passed, 0 failed
  cargo clippy: clean on the introspection surface (pre-existing warnings
                on -core / -ruvector / -signal unchanged).

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-05-13 23:00:31 -04:00
ruv c641fc44ae feat(docker+sensing-server): refresh Docker publish + opt-in bearer-token API auth
Closes #520, #514, #443.

## #520 / #514 — stale Docker image, missing UI assets

`ruvnet/wifi-densepose:latest` was published before `ui/observatory*` and
`ui/pose-fusion*` were added; users see /app/ui missing those files and the
v0.6+ packet format doesn't reach the server. Two fixes:

1. `docker/Dockerfile.rust` now `RUN`s a build-time guard after `COPY ui/`
   that fails the build if `index.html` / `observatory.html` / `pose-fusion.html`
   / `viz.html` (or the `observatory/` / `pose-fusion/` / `components/` /
   `services/` directories) are missing, plus an exec-bit check on
   `/app/sensing-server`. A stale image can never be silently produced again.

2. New `.github/workflows/sensing-server-docker.yml` rebuilds + pushes on
   every change to the Dockerfile, the server crate, the signal/vitals/
   wifiscan crates, the workspace manifests, the `ui/` tree, or itself —
   plus `v*` tags and manual dispatch. Pushes to both `docker.io/ruvnet/
   wifi-densepose` AND `ghcr.io/ruvnet/wifi-densepose` with `latest` +
   `vX.Y.Z` + `sha-<short>` tags, then post-push smoke-tests the artifact:
   /health, /api/v1/info, the observatory + pose-fusion HTML, AND the
   bearer-auth path (no token → 401, wrong → 401, correct → 200). Uses the
   `DOCKERHUB_USERNAME`/`DOCKERHUB_TOKEN` repo secrets; ghcr.io rides on
   the workflow's GITHUB_TOKEN.

## #443 — sensing-server REST API auth model

QE security audit raised that 40+ /api/v1/* routes have no auth layer with
a default `0.0.0.0` bind. New `wifi_densepose_sensing_server::bearer_auth`
module + middleware:

  - Env-var-gated: `RUVIEW_API_TOKEN` unset/empty ⇒ middleware is a no-op
    (current LAN-mode behaviour preserved — **no default change**); set ⇒
    every `/api/v1/*` request must carry `Authorization: Bearer <token>`
    or the server returns 401.
  - Constant-time byte compare via local `ct_eq` (no new dep).
  - `/health*`, `/ws/sensing`, and `/ui/*` are intentionally never gated
    (orchestrator probes + local browsers).
  - Startup logs which mode is active and warns when auth is ON with a
    `0.0.0.0` bind.
  - 8 unit tests on the middleware via `tower::ServiceExt::oneshot`
    (sensing-server lib tests 191 → 199, 0 failures).

Verified locally: `cargo build --workspace --no-default-features` ✓,
`cargo test -p wifi-densepose-sensing-server --no-default-features` ✓.

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-05-13 08:52:25 -04:00