ruvnet/RuView

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π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.

Stars: 94.4k
Forks: 12.5k
Open beginner issues: 0
Indexed issues: 70
Avg merge: 21h 27m
Merged PRs (30d): 43

Dominant language: Rust
License: MIT
Last GitHub push: Sep 16, 2026
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

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70 open issues indexed

Merge order for the 2026-09-04 cohort: four PRs that merge clean in sequence, and why several contain each other Open

question

Difficulty 4/5 3-5 days Newbie friendliness 25/100

ruvnet/RuView#1956 · Opened Sep 17, 2026
Calibration qualification can accept an always-absent model without an occupied sensitivity control Open

bug

Difficulty 5/5 Over a week Newbie friendliness 35/100

ruvnet/RuView#1952 · Opened Sep 16, 2026
Qualify RAC1 CSI freshness, provenance, privacy, and retained physical evidence Open

bug

Difficulty 5/5 Over a week Newbie friendliness 35/100

ruvnet/RuView#1950 · Opened Sep 16, 2026
RTL8721Dx vs ESP32-S3 CSI comparison — RTL8721Dx has the only MEASURED throughput number Open

hardware

Difficulty 4/5 3-5 days Newbie friendliness 55/100

ruvnet/RuView#1943 · Opened Sep 15, 2026
device_digest is not unique across boards, weakening the USB provisioning anti-swap guard Open

bug firmware

Difficulty 4/5 3-5 days Newbie friendliness 48/100

ruvnet/RuView#1942 · Opened Sep 15, 2026
ESP32-C6 stops sending CSI while staying configured, reachable and responsive Open

bug firmware

Difficulty 4/5 3-5 days Newbie friendliness 42/100

ruvnet/RuView#1941 · 1 comment · Opened Sep 15, 2026
Eigenvalue occupancy is compiled out of the shipped server; all counting is one scalar threshold Open

bug

Difficulty 5/5 Over a week Newbie friendliness 30/100

ruvnet/RuView#1940 · Opened Sep 15, 2026
Calibration binds a grid the radios abandon, then hangs in collecting forever Open

bug

Difficulty 1/5 Under an hour Newbie friendliness 25/100

ruvnet/RuView#1939 · Opened Sep 15, 2026
Multi-node calibration silently produces false occupancy Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 20/100

ruvnet/RuView#1938 · Opened Sep 15, 2026
Experiment: evidence grounded radar depth refinement under degraded visibility Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

ruvnet/RuView#1929 · Opened Sep 14, 2026
Research: operator conditioned WiFi representation and observability gates from MotionQ Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 28/100

ruvnet/RuView#1928 · Opened Sep 14, 2026
release_bins/ ships firmware that yields ~1 pps on ESP32-S3 display boards, blocking calibration Open

bug firmware

Difficulty 4/5 3-5 days Newbie friendliness 55/100

ruvnet/RuView#1899 · 1 comment · Opened Sep 11, 2026
Verify hang up at Phase 3 Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 45/100

ruvnet/RuView#1897 · 2 comments · Opened Sep 11, 2026
firmware: aggregator IP change (DHCP) silently kills every node with no way to recover except USB re-provisioning — proposal: POST /config on the OTA server Open

bug firmware

Difficulty 4/5 3-5 days Newbie friendliness 63/100

ruvnet/RuView#1895 · Opened Sep 10, 2026
sensing-server: processing loop silently stops with >1 ESP32 node — /health tick freezes while HTTP keeps serving (stale readings, calibration lost) Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 38/100

ruvnet/RuView#1894 · Opened Sep 10, 2026
firmware: POST /ota always fails — stack overflow in task httpd during esp_ota_end() image validation (ESP32-S3, v0.8.8) Open

bug firmware

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

ruvnet/RuView#1893 · 1 comment · Opened Sep 10, 2026
Benchmark long term hazard graph memory for embodied planning Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

ruvnet/RuView#1875 · Opened Sep 9, 2026
Adaptive multimodal observability gate for RF, radar, LiDAR and vision fusion Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

ruvnet/RuView#1854 · Opened Sep 7, 2026
4x ESP32-S3 occupancy detection - what works, what doesn't, and questions on the intende d detection methods Open

hardware question

Difficulty 5/5 Over a week Newbie friendliness 28/100

ruvnet/RuView#1804 · 2 comments · Opened Sep 4, 2026
Research: CSI optical flow as a dense RF motion field primitive Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

ruvnet/RuView#1786 · 1 comment · Opened Sep 3, 2026
Persistent sendto ENOMEM on ESP32-S3 N16R8 (AMOLED board) — zero UDP frames reach server, not fixed by --edge-tier 1 (v0.8.8-esp32) Open

bug firmware

Difficulty 4/5 3-5 days Newbie friendliness 45/100

ruvnet/RuView#1764 · 3 comments · Opened Aug 31, 2026
fix(calibration): fresh/bound calibration emits no `calibrated_presence_evidence` on any endpoint Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 52/100

ruvnet/RuView#1759 · 2 comments · Opened Aug 31, 2026
occupancy classification does not change across gross occupancy change (single deployment, needs second-site confirmation) Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 45/100

ruvnet/RuView#1758 · 2 comments · Opened Aug 31, 2026
fix(provision): per-device state keyed by serial port path, so a different board inherits the previous board's node_id Open

bug firmware

Difficulty 4/5 3-5 days Newbie friendliness 55/100

ruvnet/RuView#1755 · Opened Aug 31, 2026
fix(provision): WiFi password persisted world-readable (0644) in per-port state file Open

bug security

Difficulty 3/5 1-2 days Newbie friendliness 76/100

ruvnet/RuView#1754 · Opened Aug 31, 2026
fix(firmware): OTA PSK cannot be provisioned — documented `provision.py --ota-psk` does not exist Open

bug firmware security

Difficulty 3/5 1-2 days Newbie friendliness 72/100

ruvnet/RuView#1753 · Opened Aug 31, 2026
feat(multistatic): make phase evidence explicit and gate coherent versus noncoherent fusion Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

ruvnet/RuView#1752 · Opened Aug 31, 2026
experiment: benchmark subcarrier aware respiratory selection before weighted fusion Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 45/100

ruvnet/RuView#1751 · Opened Aug 31, 2026
feat: expose governed cohort freshness and aperture coverage on live multistatic sensing Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 42/100

ruvnet/RuView#1750 · Opened Aug 31, 2026
supply-chain: gate automated submodule bumps on upstream and consumer validation Open

security

Difficulty 5/5 Over a week Newbie friendliness 35/100

ruvnet/RuView#1743 · 2 comments · Opened Aug 30, 2026
ESP32-S3 CSI UDP packets reach sensing-server but no data appears in Web UI Open

bug firmware

Difficulty 4/5 3-5 days Newbie friendliness 45/100

ruvnet/RuView#1725 · 2 comments · Opened Aug 27, 2026
Subject: Multistatic fusion can't hold a 60ms guard on 4x ESP32-S3 — mesh timestamps carry 0.28–1.5s residual error Open

bug firmware hardware

Difficulty 5/5 Over a week Newbie friendliness 30/100

ruvnet/RuView#1710 · 1 comment · Opened Aug 25, 2026
ESP32 recordings contain sensing_update events with empty CSI; dashboard training parses 0 frames and falls back to live history Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 38/100

ruvnet/RuView#1703 · 7 comments · Opened Aug 24, 2026
feat: connect iPhone LiDAR to RuView HAL, ground-truth, and uncertainty-aware RF fusion Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

ruvnet/RuView#1702 · Opened Aug 24, 2026
research: benchmark environment-level RF world embeddings against MERIDIAN site adaptation Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

ruvnet/RuView#1701 · 1 comment · Opened Aug 24, 2026
Release RuView NLOS iOS beta through TestFlight Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ruvnet/RuView#1692 · Opened Aug 23, 2026
Research: camera-free electromagnetic world model via privileged multimodal distillation Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

ruvnet/RuView#1691 · Opened Aug 23, 2026
Field validation: test iPhone LiDAR capabilities and RuView NLOS client Open

enhancement hardware

Difficulty 5/5 Over a week Newbie friendliness 25/100

ruvnet/RuView#1690 · 2 comments · Opened Aug 23, 2026
Question set on deploying WiFi-CSI pose/vitals on 2.4GHz ESP32-S3 Open

question

Difficulty 5/5 Over a week Newbie friendliness 25/100

ruvnet/RuView#1665 · 3 comments · Opened Aug 21, 2026
[PIR] Epic: Perpetual Intelligence Runtime — RF sensing substrate Open

epic pir

Difficulty 5/5 Over a week Newbie friendliness 20/100

ruvnet/RuView#1658 · Opened Aug 20, 2026
[PIR][WP14] Real-CSI validation + pose-semantic embedding pipeline (pick up ADR-178 gaps C & D) Open

pir stretch

Difficulty 5/5 Over a week Newbie friendliness 32/100

ruvnet/RuView#1657 · Opened Aug 20, 2026
calibrate-serve: session stuck in `finalizing` forever when duration_s expires with frames < min_frames — no API escape Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 78/100

ruvnet/RuView#1634 · 1 comment · Opened Aug 18, 2026
trained pose-estimation weights Open

question

Difficulty 5/5 Over a week Newbie friendliness 25/100

ruvnet/RuView#1633 · 4 comments · Opened Aug 18, 2026
esp32-csi-node + sensing-server: surface the associated AP BSSID (and optionally pin it) — mesh roams silently swap the sensing link geometry Open

enhancement firmware

Difficulty 4/5 3-5 days Newbie friendliness 48/100

ruvnet/RuView#1542 · 3 comments · Opened Aug 6, 2026
model.safetensors header is NUL-padded and rejected by the reference safetensors loader (README claims it works) Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

ruvnet/RuView#1522 · 3 comments · Opened Aug 3, 2026
Published presence head cannot output 'absent' for any input (bias 8.19 > ||w|| 3.67 on L2-normalized embeddings) Open

bug

Difficulty 5/5 Over a week Newbie friendliness 42/100

ruvnet/RuView#1521 · 4 comments · Opened Aug 3, 2026
release_bins 0.6.7 yields 0 pps CSI on ESP32-S3-DevKitC-1 (RuView#893 fix verified on C6 only) Open

bug firmware

Difficulty 4/5 3-5 days Newbie friendliness 55/100

ruvnet/RuView#1499 · 3 comments · Opened Jul 31, 2026
Controlled reproduction: raw-CSI presence detection sits at chance (AUC ≈ 0.58) once time-of-day is controlled — the two apparent successes were confounds Open

bug

Difficulty 5/5 Over a week Newbie friendliness 28/100

ruvnet/RuView#1440 · 3 comments · 1 reaction · Opened Jul 26, 2026
ruview-unified: strengthen 3 tests whose names overclaim what they verify (PR #1437 follow-up) Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 55/100

ruvnet/RuView#1438 · Opened Jul 26, 2026
Split P6 SOTA bindings into separate PyPI packages (aether/mat/meridian) Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

ruvnet/RuView#1412 · Opened Jul 24, 2026

ruvnet/RuView

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