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ruvnet/RuView

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

10.2 Low AI signal View on GitHub
10.2
Adjusted Score
10.2
Raw Score
100%
Time Factor
2026-05-30
Last Push
68,382
Stars
Rust
Language
750,413
Lines of Code
2331
Files
4553
Pattern Hits
2026-05-31
Scan Date

Score History

Severity Breakdown

CRITICAL 1HIGH 52MEDIUM 1297LOW 3203

Pattern Findings

4553 matches across 20 categories. Click a row to expand file-level details.

Decorative Section Separators1258 hits · 4022 pts
SeverityFileLineSnippet
MEDIUMinstall.sh23# ======================================================================
MEDIUMinstall.sh30# ─── Colors ───────────────────────────────────────────────────────────
MEDIUMinstall.sh40# ─── Globals ──────────────────────────────────────────────────────────
MEDIUMinstall.sh125# ─── Initialize log ──────────────────────────────────────────────────
MEDIUMinstall.sh128# ======================================================================
MEDIUMinstall.sh130# ======================================================================
MEDIUMinstall.sh2# ======================================================================
MEDIUMinstall.sh68# ─── Helpers ──────────────────────────────────────────────────────────
MEDIUMinstall.sh113# ─── Argument parsing ─────────────────────────────────────────────────
MEDIUMinstall.sh200# ======================================================================
MEDIUMinstall.sh202# ======================================================================
MEDIUMinstall.sh326# ======================================================================
MEDIUMinstall.sh328# ======================================================================
MEDIUMinstall.sh442# ======================================================================
MEDIUMinstall.sh444# ======================================================================
MEDIUMinstall.sh541# ======================================================================
MEDIUMinstall.sh543# ======================================================================
MEDIUMinstall.sh747# ======================================================================
MEDIUMinstall.sh749# ======================================================================
MEDIUMinstall.sh909# ======================================================================
MEDIUMinstall.sh911# ======================================================================
MEDIUMinstall.sh1042# ======================================================================
MEDIUMinstall.sh1044# ======================================================================
MEDIUM…n/pkg/ruvector-attention/ruvector_attention_browser.js22// ── wasm-bindgen heap management ──────────────────────────────────
MEDIUM…n/pkg/ruvector-attention/ruvector_attention_browser.js47// ── Memory views ──────────────────────────────────────────────────
MEDIUM…n/pkg/ruvector-attention/ruvector_attention_browser.js122// ── FinalizationRegistry ──────────────────────────────────────────
MEDIUM…n/pkg/ruvector-attention/ruvector_attention_browser.js134// ── Classes ───────────────────────────────────────────────────────
MEDIUM…n/pkg/ruvector-attention/ruvector_attention_browser.js334// ── Standalone functions ──────────────────────────────────────────
MEDIUM…n/pkg/ruvector-attention/ruvector_attention_browser.js476// ── Collect exports ───────────────────────────────────────────────
MEDIUM…n/pkg/ruvector-attention/ruvector_attention_browser.js496// ── Build WASM import object ──────────────────────────────────────
MEDIUM…n/pkg/ruvector-attention/ruvector_attention_browser.js597// ── Async WASM init (fetch-based for browsers) ───────────────────
MEDIUM…n/pkg/ruvector-attention/ruvector_attention_browser.js621// ── ESM re-exports ────────────────────────────────────────────────
MEDIUMfirmware/esp32-csi-node/provision.py93# ---------------------------------------------------------------------------
MEDIUMfirmware/esp32-csi-node/provision.py95# ---------------------------------------------------------------------------
MEDIUM…mware/esp32-csi-node/test/capture-3board-experiment.py56# ── Analyze ────────────────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/tests/schemas.test.ts32// ── 1. Catalog completeness ────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/tests/schemas.test.ts93// ── 2. Happy-path parse ────────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/tests/schemas.test.ts165// ── 3. Constraint rejection ────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/tests/vitals-tools.test.ts42// ── resolveNodeId ─────────────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/tests/vitals-tools.test.ts49// ── fetchVitals soft-failure ──────────────────────────────────────────────
MEDIUMtools/ruview-mcp/tests/vitals-tools.test.ts62// ── ruview.presence.now ───────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/tests/vitals-tools.test.ts95// ── ruview.vitals.get_breathing ───────────────────────────────────────────
MEDIUMtools/ruview-mcp/tests/vitals-tools.test.ts130// ── ruview.vitals.get_heart_rate ──────────────────────────────────────────
MEDIUMtools/ruview-mcp/tests/vitals-tools.test.ts151// ── ruview.vitals.get_all ─────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/tests/bfld-tools.test.ts40// ── bfldLastScan tests ────────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/tests/bfld-tools.test.ts92// ── bfldSubscribe tests ───────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/tests/http-transport.test.ts21// ── helpers ────────────────────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/tests/http-transport.test.ts76// ── 1. isOriginAllowed unit tests ──────────────────────────────────────────
MEDIUMtools/ruview-mcp/tests/http-transport.test.ts103// ── 2-4. Origin-validation integration tests ───────────────────────────────
MEDIUMtools/ruview-mcp/tests/http-transport.test.ts138// ── 5-6. Bearer-token auth integration tests ──────────────────────────────
MEDIUMtools/ruview-mcp/src/types.ts9// ── CSI ────────────────────────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/src/types.ts39// ── Pose ──────────────────────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/src/types.ts63// ── Person Count ──────────────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/src/types.ts78// ── Registry ──────────────────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/src/types.ts103// ── Training ──────────────────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/src/types.ts129// ── Vitals (ADR-124 §6 Python surface parity: ws.py:74-88) ───────────────
MEDIUMtools/ruview-mcp/src/types.ts147// ── Config ────────────────────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/src/http-transport.ts102 // ── Origin validation ────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/src/http-transport.ts110 // ── Bearer token auth ────────────────────────────────────────────────
MEDIUMtools/ruview-mcp/src/http-transport.ts123 // ── Route: POST /mcp ─────────────────────────────────────────────────
1198 more matches not shown…
Hyper-Verbose Identifiers1099 hits · 1037 pts
SeverityFileLineSnippet
LOWui/viz.html323 function handleConnectionStateChange(newState, oldState) {
LOWui/services/data-processor.js4export class DataProcessor {
LOWfirmware/esp32-csi-node/tests/test_provision.py27 def test_swarm_and_hopping_flags_count_as_config_values(self):
LOWfirmware/esp32-csi-node/tests/test_provision.py39 def test_operational_flags_alone_do_not_count_as_config_values(self):
LOWfirmware/esp32-csi-node/tests/test_provision.py42 def test_swarm_and_hopping_values_are_written_to_csv(self):
LOWfirmware/esp32-csi-node/tests/test_provision_state.py34 def test_load_state_empty_when_missing(self):
LOWfirmware/esp32-csi-node/tests/test_provision_state.py37 def test_save_then_load_roundtrip(self):
LOWfirmware/esp32-csi-node/tests/test_provision_state.py44 def test_save_creates_per_port_files(self):
LOWfirmware/esp32-csi-node/tests/test_provision_state.py50 def test_load_state_handles_corrupt_json(self):
LOWfirmware/esp32-csi-node/tests/test_provision_state.py69 def test_prior_fills_missing_cli(self):
LOWfirmware/esp32-csi-node/tests/test_provision_state.py85 def test_partial_invocation_does_not_drop_unrelated_keys(self):
LOWfirmware/esp32-csi-node/tests/test_provision_state.py108 def test_falsy_but_not_none_cli_value_overrides_prior(self):
LOWfirmware/esp32-csi-node/tests/test_provision_state.py118 def test_slashes_in_port_are_safe(self):
LOWfirmware/esp32-csi-node/tests/test_provision_state.py123 def test_windows_com_port_is_safe(self):
LOWtools/ruview-mcp/src/validate.ts63export function validateSensingLatestResponse(data: unknown): ValidationResult {
LOWarchive/v1/test_auth_rate_limit.py127 def test_authentication_headers(self):
LOWarchive/v1/test_auth_rate_limit.py389 def test_authentication_states(self):
LOWarchive/v1/test_application.py129async def test_websocket_connection():
LOWarchive/v1/test_application.py164async def test_calibration_endpoints():
LOWarchive/v1/tests/unit/test_hardware_service.py40 async def test_double_start_idempotent(self, mock_settings, mock_domain_config):
LOWarchive/v1/tests/unit/test_densepose_head.py61 def test_head_initialization_creates_correct_architecture(self, mock_config):
LOWarchive/v1/tests/unit/test_densepose_head.py78 def test_forward_pass_produces_correct_output_format(self, densepose_head, mock_feature_input):
LOWarchive/v1/tests/unit/test_densepose_head.py97 def test_segmentation_head_produces_correct_shape(self, densepose_head, mock_feature_input):
LOWarchive/v1/tests/unit/test_densepose_head.py109 def test_uv_regression_head_produces_correct_shape(self, densepose_head, mock_feature_input):
LOWarchive/v1/tests/unit/test_densepose_head.py120 def test_compute_segmentation_loss_measures_pixel_classification(self, densepose_head, mock_feature_input, mock_targ
LOWarchive/v1/tests/unit/test_densepose_head.py142 def test_compute_uv_loss_measures_coordinate_regression(self, densepose_head, mock_feature_input, mock_target_uv):
LOWarchive/v1/tests/unit/test_densepose_head.py165 def test_compute_total_loss_combines_segmentation_and_uv_losses(self, densepose_head, mock_feature_input, mock_targe
LOWarchive/v1/tests/unit/test_densepose_head.py197 def test_fpn_integration_enhances_multi_scale_features(self, mock_config, mock_feature_input):
LOWarchive/v1/tests/unit/test_densepose_head.py219 def test_get_prediction_confidence_provides_uncertainty_estimates(self, densepose_head, mock_feature_input):
LOWarchive/v1/tests/unit/test_densepose_head.py241 def test_post_process_predictions_formats_output(self, densepose_head, mock_feature_input):
LOWarchive/v1/tests/unit/test_densepose_head.py256 def test_training_mode_enables_dropout(self, densepose_head, mock_feature_input):
LOWarchive/v1/tests/unit/test_densepose_head.py269 def test_evaluation_mode_disables_dropout(self, densepose_head, mock_feature_input):
LOWarchive/v1/tests/unit/test_densepose_head.py282 def test_head_validates_input_dimensions(self, densepose_head):
LOWarchive/v1/tests/unit/test_densepose_head.py291 def test_head_handles_different_input_sizes(self, densepose_head):
LOWarchive/v1/tests/unit/test_densepose_head.py305 def test_head_supports_gradient_computation(self, densepose_head, mock_feature_input, mock_target_masks, mock_target
LOWarchive/v1/tests/unit/test_densepose_head.py339 def test_head_configuration_validation(self):
LOWarchive/v1/tests/unit/test_densepose_head.py352 def test_save_and_load_model_state(self, densepose_head, mock_feature_input):
LOWarchive/v1/tests/unit/test_sensing.py135 def test_deterministic_output_same_seed(self):
LOWarchive/v1/tests/unit/test_sensing.py218 def test_time_domain_from_known_sine(self):
LOWarchive/v1/tests/unit/test_sensing.py368 def test_step_change_detected(self):
LOWarchive/v1/tests/unit/test_sensing.py432 def test_absent_when_low_variance(self):
LOWarchive/v1/tests/unit/test_sensing.py670 def test_band_power_single_frequency(self):
LOWarchive/v1/tests/unit/test_sensing.py697 def test_band_power_zero_for_empty_band(self):
LOWarchive/v1/tests/unit/test_sensing.py716 def test_unavailable_when_proc_missing(self):
LOWarchive/v1/tests/unit/test_sensing.py723 def test_unavailable_when_interface_not_listed(self):
LOWarchive/v1/tests/unit/test_sensing.py750 def test_unavailable_when_file_unreadable(self):
LOWarchive/v1/tests/unit/test_sensing.py764 def test_returns_simulated_when_no_wifi(self):
LOWarchive/v1/tests/unit/test_sensing.py771 def test_returns_simulated_for_explicit_preference(self):
LOWarchive/v1/tests/unit/test_sensing.py776 def test_returns_linux_collector_when_available(self):
LOWarchive/v1/tests/unit/test_sensing.py92 def test_ring_buffer_overflow(self):
LOWarchive/v1/tests/unit/test_sensing.py151 def test_different_seeds_differ(self):
LOWarchive/v1/tests/unit/test_sensing.py164 def test_sinusoidal_component(self):
LOWarchive/v1/tests/unit/test_sensing.py184 def test_step_change_injection(self):
LOWarchive/v1/tests/unit/test_sensing.py245 def test_frequency_domain_dominant_frequency(self):
LOWarchive/v1/tests/unit/test_sensing.py263 def test_breathing_band_power(self):
LOWarchive/v1/tests/unit/test_sensing.py308 def test_band_isolation_multi_frequency(self):
LOWarchive/v1/tests/unit/test_sensing.py326 def test_constant_signal_features(self):
LOWarchive/v1/tests/unit/test_sensing.py346 def test_extract_from_wifi_samples(self):
LOWarchive/v1/tests/unit/test_sensing.py388 def test_no_change_point_in_constant(self):
LOWarchive/v1/tests/unit/test_sensing.py394 def test_multiple_step_changes(self):
1039 more matches not shown…
Over-Commented Block1012 hits · 990 pts
SeverityFileLineSnippet
LOWinstall.sh1#!/usr/bin/env bash
LOWREADME.md101# counter) and a Wi-Fi 6 soft-AP with TWT Responder so two C6 boards can
LOWui/observatory/js/demo-data.js1381 }
LOWfirmware/esp32-hello-world/main/main.c21#include "esp_wifi.h"
LOWfirmware/esp32-hello-world/main/main.c41#define PROBE_RMT_CHAN_NUM 8
LOWfirmware/esp32-csi-node/tests/host/esp_err.h1/* Host test shim for esp_err.h. Allows us to compile the pure-C
LOWfirmware/esp32-csi-node/components/wasm3/CMakeLists.txt1# WASM3 — WebAssembly interpreter for ESP-IDF
LOWfirmware/esp32-csi-node/main/c6_softap_he.c21 */
LOWfirmware/esp32-csi-node/main/display_hal.c21#include <string.h>
LOWfirmware/esp32-csi-node/main/display_hal.c41/* ---- I2C (shared: touch + TCA9554 expander) ---- */
LOWfirmware/esp32-csi-node/main/display_ui.c21#include "esp_system.h"
LOWfirmware/esp32-csi-node/main/nvs_config.c61#ifdef CONFIG_EDGE_FALL_THRESH
LOWfirmware/esp32-csi-node/main/swarm_bridge.c1/**
LOWfirmware/esp32-csi-node/main/adaptive_controller.c61#define CONFIG_ADAPTIVE_MIN_PKT_YIELD 5
LOWfirmware/esp32-csi-node/main/edge_processing.c21#include "edge_processing.h"
LOWfirmware/esp32-csi-node/main/wasm_runtime.c21
LOWfirmware/esp32-csi-node/main/mock_csi.c21
LOWfirmware/esp32-csi-node/main/main.c1/**
LOWfirmware/esp32-csi-node/main/main.c21#include "led_strip.h"
LOWfirmware/esp32-csi-node/main/mmwave_sensor.c21 * LD2410 frame format (HLK binary, 256000 baud):
LOWfirmware/esp32-csi-node/main/mmwave_sensor.c41
LOWfirmware/esp32-csi-node/main/rvf_parser.h21#include <stdbool.h>
LOWfirmware/esp32-csi-node/main/lv_conf.h21#define LV_MEM_CUSTOM_FREE free
LOWfirmware/esp32-csi-node/main/lv_conf.h41#define LV_FONT_MONTSERRAT_14 1
LOWfirmware/esp32-csi-node/main/lv_conf.h61
LOWfirmware/esp32-csi-node/main/lv_conf.h81/* ---- GPU / render ---- */
LOWfirmware/esp32-csi-node/main/rv_feature_state.h21#include <stdint.h>
LOWfirmware/esp32-csi-node/main/edge_processing.h21#define EDGE_PROCESSING_H
LOWfirmware/esp32-csi-node/main/display_task.c21#include "display_hal.h"
LOWfirmware/esp32-csi-node/main/c6_twt.c21#include "c6_twt.h"
LOWfirmware/esp32-csi-node/main/c6_timesync.c21#if defined(CONFIG_IDF_TARGET_ESP32C6) && defined(CONFIG_IEEE802154_ENABLED)
LOWfirmware/esp32-csi-node/main/lp_core/CMakeLists.txt1# LP-core motion-gate program — ADR-110 Phase 5 (full).
LOWdocker/docker-entrypoint.sh1#!/bin/sh
LOWdocker/docker-compose.yml21 #
LOWarchive/v1/requirements-lock.txt1# WiFi-DensePose Pipeline Verification - Pinned Dependencies
LOWarchive/v1/data/proof/verify.py161 "source": "synthetic_reference",
LOWpython/Cargo.toml1[package]
LOWpython/Cargo.toml41
LOWpython/ruview-meta/pyproject.toml1# ADR-117 sibling release — `ruview` meta-package.
LOWpython/tombstone/pyproject.toml1# ADR-117 §7.2 / §7.4 — v1.99.0 tombstone release.
LOWpython/src/lib.rs1//! ADR-117 — PyO3 bindings for the WiFi-DensePose Rust core.
LOWpython/src/lib.rs61/// it as private.
LOWpython/src/bindings/keypoint.rs1//! ADR-117 P2 — PyO3 bindings for `wifi_densepose_core::Keypoint` +
LOWpython/src/bindings/keypoint.rs21use wifi_densepose_core::{Confidence, Keypoint, KeypointType};
LOWpython/src/bindings/keypoint.rs161 Self { inner: k }
LOWpython/src/bindings/bfld.rs1//! ADR-117 P3.5 — Beamforming Feedback Loop Data (BFLD) bindings.
LOWpython/src/bindings/bfld.rs21//! matrix to RuView
LOWpython/src/bindings/bfld.rs101// ─── BfldFrame ───────────────────────────────────────────────────────
LOWpython/src/bindings/privacy_gate.rs1//! ADR-118 / ADR-125 §2.1.d — Python binding for the BFLD `PrivacyClass`
LOWpython/src/bindings/privacy_gate.rs61 /// Class 0 (`Raw`) is local-only by structural invariant I1
LOWpython/src/bindings/vitals.rs1//! ADR-117 P3 — PyO3 bindings for `wifi_densepose_vitals`.
LOWpython/src/bindings/vitals.rs21
LOWpython/src/bindings/vitals.rs181 )
LOWpython/src/bindings/pose.rs1//! ADR-117 P2 — PyO3 bindings for `BoundingBox`, `PersonPose`,
LOWpython/src/bindings/pose.rs41/// from wifi_densepose import BoundingBox
LOWpython/src/bindings/pose.rs101impl PyBoundingBox {
LOWpython/src/bindings/pose.rs121/// print(pose.get_keypoint(KeypointType.Nose).confidence) # 0.95
LOWpython/src/bindings/pose.rs241}
LOWplans/phase1-specification/functional-spec.md801
LOW…ans/phase2-architecture/neural-network-architecture.md61 B --> C[Amplitude Normalization]
952 more matches not shown…
Excessive Try-Catch Wrapping380 hits · 405 pts
SeverityFileLineSnippet
LOWfirmware/esp32-csi-node/provision.py484 except Exception as e:
LOW…mware/esp32-csi-node/test/capture-3board-experiment.py42 except Exception as e:
LOWarchive/v1/test_auth_rate_limit.py87 except Exception as e:
LOWarchive/v1/test_auth_rate_limit.py120 except Exception as e:
LOWarchive/v1/test_auth_rate_limit.py157 except Exception as e:
LOWarchive/v1/test_auth_rate_limit.py228 except Exception as e:
LOWarchive/v1/test_auth_rate_limit.py293 except Exception as e:
LOWarchive/v1/test_auth_rate_limit.py349 except Exception as e:
LOWarchive/v1/test_auth_rate_limit.py382 except Exception as e:
LOWarchive/v1/test_auth_rate_limit.py411 except Exception as e:
LOWarchive/v1/test_application.py161 except Exception as e:
LOWarchive/v1/test_application.py193 except Exception as e:
LOWarchive/v1/tests/unit/test_sensing.py798 except Exception as exc:
LOW…hive/v1/tests/integration/test_windows_live_sensing.py34 except Exception:
LOWarchive/v1/tests/integration/test_streaming_pipeline.py101 except Exception as e:
LOWarchive/v1/tests/integration/test_streaming_pipeline.py188 except Exception:
LOWarchive/v1/tests/integration/test_streaming_pipeline.py441 except Exception:
LOWarchive/v1/tests/integration/test_csi_pipeline.py328 except Exception as e:
MEDIUMarchive/v1/tests/integration/test_csi_pipeline.py323def process_stream(stream_id, data):
LOWarchive/v1/tests/performance/test_api_throughput.py73 except Exception as e:
LOWarchive/v1/docs/developer/contributing.md270 except Exception as e:
LOWarchive/v1/docs/developer/contributing.md332 except Exception as e:
LOWarchive/v1/docs/developer/contributing.md378 except Exception as e:
LOWarchive/v1/docs/api/websocket-api.md894 except Exception as e:
LOWarchive/v1/docs/api/websocket-api.md905 except Exception as e:
MEDIUMarchive/v1/docs/api/websocket-api.md906 print(f"Error listening for messages: {e}")
LOWarchive/v1/docs/api/websocket-api.md963 except Exception as e:
LOWarchive/v1/scripts/test_websocket_streaming.py62 except Exception as e:
LOWarchive/v1/scripts/test_websocket_streaming.py72 except Exception as e:
LOWarchive/v1/scripts/test_websocket_streaming.py107 except Exception as e:
LOWarchive/v1/scripts/test_websocket_streaming.py120 except Exception as e:
LOWarchive/v1/scripts/test_websocket_streaming.py132 except Exception as e:
LOWarchive/v1/scripts/test_monitoring.py58 except Exception as e:
LOWarchive/v1/scripts/test_monitoring.py92 except Exception as e:
LOWarchive/v1/scripts/test_monitoring.py124 except Exception as e:
LOWarchive/v1/scripts/test_monitoring.py163 except Exception as e:
LOWarchive/v1/scripts/test_monitoring.py197 except Exception as e:
LOWarchive/v1/scripts/test_monitoring.py244 except Exception as e:
LOWarchive/v1/scripts/test_monitoring.py293 except Exception as e:
LOWarchive/v1/scripts/test_api_endpoints.py131 except Exception as e:
LOWarchive/v1/scripts/test_api_endpoints.py197 except Exception as e:
LOWarchive/v1/scripts/test_api_endpoints.py341 except Exception as e:
LOWarchive/v1/scripts/test_api_endpoints.py359 except Exception as e:
MEDIUMarchive/v1/data/proof/cir_verify_helper.py70 print("Error running binary:", result.stderr)
LOWarchive/v1/src/config.py232 except Exception as e:
LOWarchive/v1/src/config.py241 except Exception as e:
LOWarchive/v1/src/config.py249 except Exception as e:
LOWarchive/v1/src/config.py257 except Exception as e:
LOWarchive/v1/src/config.py260 except Exception as e:
LOWarchive/v1/src/logger.py271 except Exception as e:
LOWarchive/v1/src/logger.py291 except Exception as e:
LOWarchive/v1/src/cli.py125 except Exception as e:
LOWarchive/v1/src/cli.py158 except Exception as e:
LOWarchive/v1/src/cli.py190 except Exception as e:
LOWarchive/v1/src/cli.py240 except Exception as migration_error:
LOWarchive/v1/src/cli.py245 except Exception as e:
LOWarchive/v1/src/cli.py269 except Exception as e:
LOWarchive/v1/src/cli.py294 except Exception as e:
LOWarchive/v1/src/cli.py341 except Exception as e:
LOWarchive/v1/src/cli.py375 except Exception as e:
320 more matches not shown…
Unused Imports429 hits · 404 pts
SeverityFileLineSnippet
LOWfirmware/esp32-csi-node/provision.py47
LOW…mware/esp32-csi-node/test/capture-3board-experiment.py13
LOWfirmware/esp32-csi-node/tests/test_provision_state.py3
LOWfirmware/esp32-csi-node/tests/test_provision_state.py6
LOWarchive/v1/test_auth_rate_limit.py10
LOWarchive/v1/test_auth_rate_limit.py10
LOWarchive/v1/test_application.py11
LOWarchive/v1/test_application.py11
LOWarchive/v1/tests/unit/test_hardware_service.py4
LOWarchive/v1/tests/unit/test_densepose_head.py4
LOWarchive/v1/tests/unit/test_densepose_head.py5
LOWarchive/v1/tests/unit/test_densepose_head.py5
LOWarchive/v1/tests/unit/test_sensing.py13
LOWarchive/v1/tests/unit/test_sensing.py15
LOWarchive/v1/tests/unit/conftest.py5
LOWarchive/v1/tests/unit/test_csi_extractor_direct.py7
LOWarchive/v1/tests/unit/test_csi_extractor_direct.py8
LOWarchive/v1/tests/unit/test_csi_extractor_direct.py8
LOWarchive/v1/tests/unit/test_csi_extractor_direct.py8
LOWarchive/v1/tests/unit/test_csi_processor_tdd.py7
LOWarchive/v1/tests/unit/test_csi_processor_tdd.py7
LOWarchive/v1/tests/unit/test_csi_processor_tdd.py10
LOWarchive/v1/tests/unit/test_csi_processor_tdd.py10
LOWarchive/v1/tests/unit/test_csi_processor_tdd.py10
LOWarchive/v1/tests/unit/test_csi_extractor.py4
LOWarchive/v1/tests/unit/test_metrics.py5
LOWarchive/v1/tests/unit/test_router_interface.py2
LOWarchive/v1/tests/unit/test_router_interface.py3
LOWarchive/v1/tests/unit/test_csi_processor.py5
LOWarchive/v1/tests/unit/test_csi_processor.py5
LOWarchive/v1/tests/unit/test_stream_service.py4
LOWarchive/v1/tests/unit/test_stream_service.py4
LOWarchive/v1/tests/unit/test_stream_service.py4
LOW…chive/v1/tests/unit/test_csi_extractor_tdd_complete.py5
LOW…chive/v1/tests/unit/test_csi_extractor_tdd_complete.py6
LOW…chive/v1/tests/unit/test_csi_extractor_tdd_complete.py6
LOW…chive/v1/tests/unit/test_csi_extractor_tdd_complete.py6
LOWarchive/v1/tests/unit/test_phase_sanitizer.py4
LOWarchive/v1/tests/unit/test_phase_sanitizer.py4
LOWarchive/v1/tests/unit/test_health_check.py4
LOWarchive/v1/tests/unit/test_rate_limit.py3
LOWarchive/v1/tests/unit/test_rate_limit.py4
LOWarchive/v1/tests/unit/test_router_interface_tdd.py8
LOWarchive/v1/tests/unit/test_router_interface_tdd.py8
LOWarchive/v1/tests/unit/test_auth_middleware.py4
LOWarchive/v1/tests/unit/test_auth_middleware.py5
LOWarchive/v1/tests/unit/test_auth_middleware.py6
LOWarchive/v1/tests/unit/test_auth_middleware.py6
LOWarchive/v1/tests/unit/test_esp32_binary_parser.py4
LOWarchive/v1/tests/unit/test_esp32_binary_parser.py10
LOWarchive/v1/tests/unit/test_phase_sanitizer_tdd.py7
LOWarchive/v1/tests/unit/test_phase_sanitizer_tdd.py8
LOWarchive/v1/tests/unit/test_phase_sanitizer_tdd.py8
LOWarchive/v1/tests/unit/test_csi_extractor_tdd.py5
LOWarchive/v1/tests/unit/test_csi_extractor_tdd.py6
LOWarchive/v1/tests/unit/test_csi_extractor_tdd.py6
LOWarchive/v1/tests/unit/test_csi_extractor_tdd.py6
LOWarchive/v1/tests/unit/test_csi_extractor_tdd.py10
LOWarchive/v1/tests/unit/test_pose_service.py5
LOWarchive/v1/tests/unit/test_pose_service.py6
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Verbosity Indicators96 hits · 179 pts
SeverityFileLineSnippet
LOWarchive/v1/tests/integration/test_pose_pipeline.py231 # Step 1: Process CSI data
LOWarchive/v1/tests/integration/test_pose_pipeline.py234 # Step 2: Extract features
LOWarchive/v1/tests/integration/test_pose_pipeline.py237 # Step 3: Estimate poses
LOWarchive/v1/tests/integration/test_pose_pipeline.py240 # Step 4: Assign to zones
LOWarchive/v1/tests/integration/test_pose_pipeline.py528 # Step 1: CSI processing
LOWarchive/v1/tests/integration/test_pose_pipeline.py538 # Step 2: Pose estimation
LOWarchive/v1/tests/integration/test_pose_pipeline.py547 # Step 3: Zone assignment
LOWarchive/v1/data/proof/generate_reference_signal.py298 # Step 1: Generate deterministic parameters
LOWarchive/v1/data/proof/generate_reference_signal.py307 # Step 2: Generate all frames
LOWarchive/v1/data/proof/generate_reference_signal.py315 # Step 3: Save output
LOWarchive/v1/data/proof/verify.py446 # Step 0: Print source provenance
LOWarchive/v1/data/proof/verify.py452 # Step 1: Load and describe reference signal
LOWarchive/v1/data/proof/verify.py464 # Step 2: Process through the real pipeline
LOWarchive/v1/data/proof/verify.py473 # Step 3: Hash comparison
LOWarchive/v1/data/proof/verify.py510 # Step 4: Audit (if requested or always in full mode)
LOWreferences/script_4.py85 # Step 1: Unwrap phase
LOWreferences/script_4.py89 # Step 2: Apply filters
LOWreferences/script_4.py93 # Step 3: Linear fitting
LOWreferences/script_5.py91 # Step 1: Unwrap phase
LOWreferences/script_5.py95 # Step 2: Apply filters
LOWreferences/script_5.py99 # Step 3: Linear fitting
LOWreferences/script_5.py192 # Step 1: Phase sanitization
LOWreferences/script_5.py195 # Step 2: Modality translation
LOWreferences/script_5.py198 # Step 3: Simulate DensePose prediction
LOWreferences/script_2.py89 # Step 1: Unwrap phase
LOWreferences/script_2.py92 # Step 2: Apply filters
LOWreferences/script_2.py95 # Step 3: Linear fitting
LOWreferences/script.py86 # Step 1: Unwrap phase
LOWreferences/script.py89 # Step 2: Apply filters
LOWreferences/script.py92 # Step 3: Linear fitting
LOWreferences/wifi_densepose_pytorch.py94 # Step 1: Unwrap phase
LOWreferences/wifi_densepose_pytorch.py97 # Step 2: Apply filters
LOWreferences/wifi_densepose_pytorch.py100 # Step 3: Linear fitting
LOWv2/crates/wifi-densepose-nn/src/inference.rs421 // Step 1: Translate CSI to visual features
LOWv2/crates/wifi-densepose-nn/src/inference.rs424 // Step 2: Run DensePose on visual features
LOW…crates/wifi-densepose-train/src/bin/verify_training.rs126 // Step 1: display proof configuration.
LOW…crates/wifi-densepose-train/src/bin/verify_training.rs145 // Step 2: run the proof.
LOW…crates/wifi-densepose-train/src/bin/verify_training.rs174 // Step 3: hash comparison.
LOW…crates/wifi-densepose-train/src/bin/verify_training.rs203 // Step 4: final verdict.
LOWv2/crates/wifi-densepose-mat/src/domain/triage.rs94 // Step 1: Check if any vitals are detected
LOWv2/crates/wifi-densepose-mat/src/domain/triage.rs100 // Step 2: Assess breathing
LOWv2/crates/wifi-densepose-mat/src/domain/triage.rs103 // Step 3: Assess movement/responsiveness
LOWv2/crates/wifi-densepose-mat/src/domain/triage.rs106 // Step 4: Combine assessments
LOW…ates/wifi-densepose-signal/src/ruvsense/phase_align.rs141 // Step 1: Find static subcarriers (lowest amplitude variance across channels)
LOW…ates/wifi-densepose-signal/src/ruvsense/phase_align.rs147 // Step 5: Apply correction
LOW…ates/wifi-densepose-signal/src/ruvsense/field_model.rs696 // Step 1: subtract baseline
LOW…ates/wifi-densepose-signal/src/ruvsense/field_model.rs702 // Step 2: project out environmental modes
LOW…ates/wifi-densepose-signal/src/ruvsense/field_model.rs715 // Step 3: compute energy (L2 norm)
LOW…s/wifi-densepose-wasm-edge/src/exo_hyperbolic_space.rs178 // Step 1: Extract 8D feature vector (mean amplitude per group).
LOW…s/wifi-densepose-wasm-edge/src/exo_hyperbolic_space.rs196 // Step 2: Project to 2D Poincare disk.
LOW…s/wifi-densepose-wasm-edge/src/exo_hyperbolic_space.rs206 // Step 3: Normalize to Poincare disk (||p|| < 1).
LOW…s/wifi-densepose-wasm-edge/src/exo_hyperbolic_space.rs218 // Step 4: Find nearest reference by Poincare distance.
LOW…s/wifi-densepose-wasm-edge/src/exo_hyperbolic_space.rs245 // Step 5: Determine hierarchy level from embedding radius.
LOW…rates/ruv-neural/ruv-neural-mincut/src/spectral_cut.rs43 // Step 1: The smallest eigenvalue of L is 0 with eigenvector = all-ones
LOW…rates/ruv-neural/ruv-neural-mincut/src/spectral_cut.rs45 // Step 2: Run power iteration on (mu*I - L) to find the largest eigenvalue
LOW…tes/ruv-neural/ruv-neural-cli/src/commands/pipeline.rs28 // Step 1: Generate simulated sensor data.
LOW…tes/ruv-neural/ruv-neural-cli/src/commands/pipeline.rs35 // Step 2: Preprocess (bandpass filter 1-100 Hz).
LOW…tes/ruv-neural/ruv-neural-cli/src/commands/pipeline.rs47 // Step 3: Construct brain graph via PLV connectivity.
LOW…tes/ruv-neural/ruv-neural-cli/src/commands/pipeline.rs57 // Step 4: Compute mincut and topology metrics.
LOW…tes/ruv-neural/ruv-neural-cli/src/commands/pipeline.rs68 // Step 5: Generate embedding.
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Redundant / Tautological Comments74 hits · 116 pts
SeverityFileLineSnippet
LOWui/start-ui.sh15# Check if port 3000 is already in use
LOWui/start-ui.sh22# Check if FastAPI backend is running on port 8000
LOWarchive/v1/test_auth_rate_limit.py48 # Print result
LOWarchive/v1/test_auth_rate_limit.py393 # Check if authentication is enabled
LOWarchive/v1/tests/integration/test_rate_limiting.py391 # Check if we're at the limit
LOWarchive/v1/tests/integration/test_rate_limiting.py440 # Check if we have tokens available
LOWarchive/v1/tests/integration/test_inference_pipeline.py129 # Set models to evaluation mode
LOWarchive/v1/tests/integration/test_inference_pipeline.py177 # Set models to evaluation mode
LOWarchive/v1/tests/integration/test_inference_pipeline.py210 # Set models to training mode
LOWarchive/v1/tests/integration/test_inference_pipeline.py270 # Set models to evaluation mode for inference
LOWarchive/v1/tests/integration/test_inference_pipeline.py376 # Set models to evaluation mode
LOW…e/v1/tests/integration/test_full_system_integration.py337 # Check if tables exist
LOWarchive/v1/scripts/test_monitoring.py231 # Check if at least some metrics are non-zero
LOWarchive/v1/scripts/validate-deployment.sh37# Check if kubectl is available and configured
LOWarchive/v1/scripts/validate-deployment.sh158 # Check if ingress has an IP/hostname assigned
LOWarchive/v1/scripts/validate-integration.sh65 # Check if virtual environment exists
LOWarchive/v1/scripts/validate-integration.sh75 # Check if requirements are installed
LOWarchive/v1/scripts/test_api_endpoints.py365 # Check if required packages are available
LOWarchive/v1/src/cli.py554 # Output results
LOWarchive/v1/src/middleware/cors.py67 # Check if this is a CORS preflight request
LOWarchive/v1/src/middleware/cors.py204 # Check if origin ends with the domain
LOWarchive/v1/src/middleware/cors.py367 # Check if origin is allowed
LOWarchive/v1/src/middleware/rate_limit.py67 # Check if we have enough tokens
LOWarchive/v1/src/middleware/rate_limit.py103 # Check if limit is exceeded
LOWarchive/v1/src/middleware/rate_limit.py227 # Check if user is authenticated
LOWarchive/v1/src/database/connection.py434 # Check if using failsafe modes
LOWarchive/v1/src/core/phase_sanitizer.py247 # Check if data is large enough for filtering
LOWarchive/v1/src/core/phase_sanitizer.py311 # Check if data is 2D
LOWarchive/v1/src/core/phase_sanitizer.py315 # Check if data is not empty
LOWarchive/v1/src/core/phase_sanitizer.py319 # Check if values are within valid range
LOWarchive/v1/src/api/dependencies.py73 # Check if user is already set by middleware
LOWarchive/v1/src/api/dependencies.py123 # Check if user is active
LOWarchive/v1/src/api/dependencies.py180 # Check if zone exists
LOWarchive/v1/src/api/dependencies.py188 # Check if zone is enabled
LOWarchive/v1/src/api/dependencies.py220 # Check if router exists
LOWarchive/v1/src/api/dependencies.py228 # Check if router is enabled
LOWarchive/v1/src/api/routers/health.py198 # Check if services are available in app state
LOWarchive/v1/src/api/routers/pose.py331 # Check if calibration is already in progress
LOWarchive/v1/src/api/middleware/rate_limit.py78 # Check if client is temporarily blocked
LOWarchive/v1/src/api/middleware/rate_limit.py98 # Check if client should be temporarily blocked
LOWarchive/v1/src/api/middleware/rate_limit.py190 # Check if limit exceeded
LOWarchive/v1/src/api/websocket/connection_manager.py82 # Check if any requested zone is in connection's zones
LOWarchive/v1/src/api/websocket/connection_manager.py399 # Check if connection is inactive
LOWarchive/v1/src/api/websocket/connection_manager.py404 # Check if connection is stale (no ping response)
LOWarchive/v1/src/commands/stop.py66 # Check if process is still running
LOWarchive/v1/src/commands/stop.py151 # Check if process is running
LOWarchive/v1/src/commands/start.py231 # Check if PID file already exists
LOWarchive/v1/src/commands/start.py237 # Check if process is still running
LOWarchive/v1/src/commands/start.py347 # Check if process is running
LOWarchive/v1/src/commands/status.py499 # Check if server is running
LOWarchive/v1/src/services/pose_service.py130 # Set models to evaluation mode
LOWreferences/script_6.py246# Display results
LOW.claude/helpers/validate-v3-config.sh147 # Check if Node.js version is 20+
LOW.claude/helpers/ddd-tracker.sh34 # Check if domain directory exists (20 points)
LOW.claude/helpers/worker-manager.sh83 # Check if daemon is running
LOW.claude/helpers/perf-worker.sh15# Check if we should run (throttle to once per 5 minutes)
LOW.claude/helpers/checkpoint-manager.sh89 # Check if it's a tag
LOW.claude/helpers/checkpoint-manager.sh99 # Check if it's a branch
LOW.claude/helpers/v3.sh97 echo " v3 update performance 2.5x # Set performance to 2.5x"
LOW.claude/helpers/learning-hooks.sh40 # Check if better-sqlite3 is available
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Cross-File Repetition23 hits · 115 pts
SeverityFileLineSnippet
HIGHarchive/v1/tests/unit/test_csi_processor_tdd.py0should raise error when initialized with invalid configuration.
HIGHarchive/v1/tests/unit/test_router_interface_tdd.py0should raise error when initialized with invalid configuration.
HIGHarchive/v1/tests/unit/test_phase_sanitizer_tdd.py0should raise error when initialized with invalid configuration.
HIGHarchive/v1/tests/unit/test_csi_extractor_tdd.py0should raise error when initialized with invalid configuration.
HIGHarchive/v1/src/hardware/csi_extractor.py0validate configuration parameters. args: config: configuration to validate raises: valueerror: if configuration is inval
HIGHarchive/v1/src/hardware/router_interface.py0validate configuration parameters. args: config: configuration to validate raises: valueerror: if configuration is inval
HIGHarchive/v1/src/core/csi_processor.py0validate configuration parameters. args: config: configuration to validate raises: valueerror: if configuration is inval
HIGHarchive/v1/src/core/phase_sanitizer.py0validate configuration parameters. args: config: configuration to validate raises: valueerror: if configuration is inval
HIGHreferences/script_4.py0processes raw csi phase data through unwrapping, filtering, and linear fitting based on the phase sanitization methodolo
HIGHreferences/script_5.py0processes raw csi phase data through unwrapping, filtering, and linear fitting based on the phase sanitization methodolo
HIGHreferences/script_2.py0processes raw csi phase data through unwrapping, filtering, and linear fitting based on the phase sanitization methodolo
HIGHreferences/script.py0processes raw csi phase data through unwrapping, filtering, and linear fitting based on the phase sanitization methodolo
HIGHreferences/wifi_densepose_pytorch.py0processes raw csi phase data through unwrapping, filtering, and linear fitting based on the phase sanitization methodolo
HIGHreferences/script_4.py0apply median and uniform filters to eliminate outliers
HIGHreferences/script_5.py0apply median and uniform filters to eliminate outliers
HIGHreferences/script_2.py0apply median and uniform filters to eliminate outliers
HIGHreferences/script.py0apply median and uniform filters to eliminate outliers
HIGHreferences/wifi_densepose_pytorch.py0apply median and uniform filters to eliminate outliers
HIGHreferences/script_4.py0apply linear fitting to remove systematic phase drift
HIGHreferences/script_5.py0apply linear fitting to remove systematic phase drift
HIGHreferences/script_2.py0apply linear fitting to remove systematic phase drift
HIGHreferences/script.py0apply linear fitting to remove systematic phase drift
HIGHreferences/wifi_densepose_pytorch.py0apply linear fitting to remove systematic phase drift
Docstring Block Structure19 hits · 95 pts
SeverityFileLineSnippet
HIGHarchive/v1/docs/developer/contributing.md252Process CSI data and return pose estimations. Args: input_data: List of CSI data to process
HIGHarchive/v1/docs/developer/contributing.md403Estimate human poses from CSI features. This function takes preprocessed CSI features and uses a neural network
HIGHarchive/v1/data/proof/verify.py120Load the reference CSI signal from JSON. Args: data_path: Path to sample_csi_data.json. Returns:
HIGHarchive/v1/src/hardware/csi_extractor.py57Parse ESP32 CSI data format. Args: raw_data: Raw bytes from ESP32 Retu
HIGHarchive/v1/src/hardware/csi_extractor.py177Parse an ADR-018 binary frame into CSIData. Args: raw_data: Raw binary frame bytes. Return
HIGHarchive/v1/src/hardware/csi_extractor.py377Parse router CSI data format. Args: raw_data: Raw bytes from router Re
HIGHarchive/v1/src/hardware/csi_extractor.py532Validate CSI data structure and values. Args: csi_data: CSI data to validate
HIGHarchive/v1/src/hardware/router_interface.py104Execute command on router via SSH. Args: command: Command to execute R
HIGHarchive/v1/src/hardware/router_interface.py202Parse CSI response data. Args: response: Raw response from router Returns: Par
HIGHarchive/v1/src/core/csi_processor.py120Preprocess CSI data for feature extraction. Args: csi_data: Raw CSI data
HIGHarchive/v1/src/core/csi_processor.py150Extract features from CSI data. Args: csi_data: Preprocessed CSI data
HIGHarchive/v1/src/core/csi_processor.py192Detect human presence from CSI features. Args: features: Extracted CSI features
HIGHarchive/v1/src/core/csi_processor.py235Process CSI data through the complete pipeline. Args: csi_data: Raw CSI data
HIGHarchive/v1/src/core/phase_sanitizer.py78Unwrap phase data to remove discontinuities. Args: phase_data: Wrapped phase data (2D array
HIGHarchive/v1/src/core/phase_sanitizer.py125Remove outliers from phase data. Args: phase_data: Phase data (2D array)
HIGHarchive/v1/src/core/phase_sanitizer.py182Smooth phase data to reduce noise. Args: phase_data: Phase data (2D array)
HIGHarchive/v1/src/core/phase_sanitizer.py222Filter noise from phase data. Args: phase_data: Phase data (2D array)
HIGHarchive/v1/src/core/phase_sanitizer.py267Sanitize phase data through complete pipeline. Args: phase_data: Raw phase data (2D array)
HIGHarchive/v1/src/core/phase_sanitizer.py300Validate phase data format and values. Args: phase_data: Phase data to validate
Deep Nesting92 hits · 82 pts
SeverityFileLineSnippet
LOWfirmware/esp32-csi-node/provision.py240
LOWfirmware/esp32-csi-node/provision.py307
LOWarchive/v1/test_auth_rate_limit.py164
LOWarchive/v1/test_auth_rate_limit.py253
LOWarchive/v1/setup.py18
LOWarchive/v1/tests/unit/test_sensing.py789
LOWarchive/v1/tests/unit/test_csi_processor_tdd.py202
LOWarchive/v1/tests/unit/test_phase_sanitizer_tdd.py274
LOWarchive/v1/scripts/test_websocket_streaming.py13
LOWarchive/v1/data/proof/verify.py357
LOWarchive/v1/src/config.py217
LOWarchive/v1/src/cli.py437
LOWarchive/v1/src/cli.py513
LOWarchive/v1/src/middleware/cors.py89
LOWarchive/v1/src/middleware/error_handler.py314
LOWarchive/v1/src/tasks/backup.py350
LOWarchive/v1/src/core/phase_sanitizer.py77
LOWarchive/v1/src/api/dependencies.py253
LOWarchive/v1/src/api/routers/health.py56
LOWarchive/v1/src/api/routers/stream.py70
LOWarchive/v1/src/api/routers/stream.py186
LOWarchive/v1/src/api/websocket/pose_stream.py80
LOWarchive/v1/src/commands/status.py130
LOWarchive/v1/src/commands/status.py350
LOWarchive/v1/src/sensing/ws_server.py236
LOWarchive/v1/src/sensing/ws_server.py426
LOWarchive/v1/src/sensing/rssi_collector.py770
LOWarchive/v1/src/sensing/rssi_collector.py259
LOWarchive/v1/src/sensing/rssi_collector.py581
LOWarchive/v1/src/sensing/rssi_collector.py709
LOWarchive/v1/src/services/pose_service.py410
LOWarchive/v1/src/services/pose_service.py495
LOWarchive/v1/src/services/orchestrator.py335
LOWarchive/v1/src/services/hardware_service.py253
LOWarchive/v1/src/services/hardware_service.py279
LOWarchive/v1/src/services/hardware_service.py445
LOWreferences/script_4.py139
LOWreferences/script_5.py20
LOWreferences/script_5.py56
LOWreferences/script_5.py274
LOWreferences/wifi_densepose_pytorch.py61
LOWexamples/ruview_live.py607
LOWexamples/ruview_live.py88
LOWexamples/ruview_live.py446
LOWexamples/sleep/apnea_screener.py30
LOWexamples/three.js/server/ruvultra-csi-bridge.py69
LOW…/research-sota/02-placement/r6_2_2_1_3d_multistatic.py79
LOW…arch-sota/02-placement/r6_2_2_multistatic_placement.py81
LOW…ples/research-sota/02-placement/r6_2_1_3d_placement.py75
LOW…ples/research-sota/02-placement/r6_2_1_3d_placement.py114
LOW…les/research-sota/02-placement/r6_2_5_multi_subject.py70
LOW…earch-sota/02-placement/r6_2_4_3d_chest_multistatic.py74
LOW…sota/03-spatial-intelligence/r5_subcarrier_saliency.py38
LOWexamples/medical/bp_estimator.py249
LOWexamples/medical/bp_estimator.py266
LOWexamples/medical/vitals_suite.py282
LOWexamples/medical/vitals_suite.py158
LOWexamples/environment/room_monitor.py45
LOWexamples/environment/room_monitor.py63
LOWexamples/stress/hrv_stress_monitor.py30
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AI Slop Vocabulary17 hits · 41 pts
SeverityFileLineSnippet
LOWdocker/docker-entrypoint.sh42# server binary so users can just pass flags:
MEDIUMarchive/v1/src/__init__.py138 """Get comprehensive package information."""
MEDIUMarchive/v1/src/commands/status.py44 """Collect comprehensive status data."""
MEDIUMreferences/script_8.py1# Create comprehensive implementation summary and results CSV
MEDIUMreferences/script_8.py88# Create comprehensive results CSV
MEDIUM.claude/helpers/auto-commit.sh3# Handles git add, commit, and push in a robust way
MEDIUMv2/crates/wifi-densepose-ruvector/src/signal/bvp.rs5//! scores, to produce a single robust BVP (body velocity profile) vector.
MEDIUMv2/crates/wifi-densepose-signal/src/hampel.rs1//! Hampel Filter for robust outlier detection and removal.
MEDIUM…rates/ruv-neural/ruv-neural-signal/src/connectivity.rs6//! - Imaginary coherence (robust to volume conduction)
MEDIUM…rates/ruv-neural/ruv-neural-signal/src/connectivity.rs177/// The imaginary part of coherence is robust to volume conduction
MEDIUMv2/crates/wifi-densepose-sensing-server/src/main.rs1976/// More robust than median (uses more data) and less noisy than raw mean.
MEDIUMscripts/validate-esp32-mqtt.sh2# ADR-115 — ESP32 ↔ MQTT end-to-end validation harness.
MEDIUMscripts/validate-esp32-mqtt.sh27# This harness IS the proof-of-life for ADR-115 against real hardware.
MEDIUMscripts/seed_csi_bridge.py521 """Query Seed and print comprehensive stats."""
MEDIUM.claude-flow/metrics/security-audit.json82 "rawOutputPreview": "# Security Audit Report — wifi-densepose\n\n```json\n{\n \"vulnerabilities\": [\n {\n \"
MEDIUMmonitoring/prometheus-config.yml2# This configuration sets up comprehensive monitoring for the WiFi-DensePose application
MEDIUMlogging/fluentd-config.yml2# This configuration sets up comprehensive log aggregation and processing
Self-Referential Comments10 hits · 30 pts
SeverityFileLineSnippet
MEDIUMarchive/v1/src/middleware/error_handler.py325 # Create a mock request for error handling
MEDIUMpython/tombstone/src/wifi_densepose/__init__.py3# This module is part of the `wifi-densepose==1.99.0` PyPI release.
MEDIUMreferences/chart_script.py19# Create the grouped bar chart
MEDIUMreferences/script_6.py97 # Create a random feature map for each proposal
MEDIUMreferences/script_6.py239# Create a dummy input tensor
MEDIUMtests/test_docker_entrypoint.sh51# Create a temporary stub for /app/sensing-server that just prints args
MEDIUMtests/test_docker_entrypoint.sh123# Create a stub that prints MODELS_DIR
MEDIUMscripts/publish-huggingface.sh168# Create a tag for this version
MEDIUMscripts/gcloud-train.sh280 # Create a tarball of the data directory
MEDIUMmonitoring/alerting-rules.yml2# This file defines alerting rules for monitoring the WiFi-DensePose application
Cross-Language Confusion5 hits · 25 pts
SeverityFileLineSnippet
HIGHarchive/v1/tests/unit/test_router_interface_tdd.py333 mock_execute.assert_called_once_with("cat /proc/stat && free && iwconfig")
HIGHarchive/v1/tests/unit/test_router_interface_tdd.py353 "iwconfig wlan0 channel 6 && echo 'CSI monitoring configured'"
HIGHarchive/v1/src/hardware/router_interface.py162 response = await self.execute_command("cat /proc/stat && free && iwconfig")
HIGHwifi_densepose/__init__.py70 " cd wifi-densepose && pip install -e .\n"
HIGHwifi_densepose/__init__.py72 " cd wifi-densepose/v1 && pip install -e ."
Magic Placeholder Names4 hits · 20 pts
SeverityFileLineSnippet
HIGHarchive/v1/docs/api_reference.md850 api_key="your-api-key"
HIGHarchive/v1/docs/api_reference.md881 apiKey: 'your-api-key'
HIGHarchive/v1/docs/security-features.md102 -H "X-API-Key: your-api-key-here"
HIGHarchive/v1/docs/user-guide/api-reference.md56X-API-Key: <your-api-key>
Example Usage Blocks12 hits · 17 pts
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LOWinstall.sh8# Usage:
LOWreferences/wifi_densepose_pytorch.py448# Example usage
LOWexamples/happiness-vector/provision_swarm.sh12# Usage:
LOWscripts/publish-huggingface.sh12# Usage:
LOWscripts/homecore-seed.sh18# Usage:
LOWscripts/verify-calibration-proof.sh9# Usage:
LOWscripts/validate-esp32-mqtt.sh14# Usage:
LOWscripts/rotate-npm-token.sh6# Usage:
LOWscripts/witness-adr-115.sh11# Usage:
LOWscripts/verify-cir-proof.sh8# Usage:
LOWscripts/gcloud-train.sh9# Usage:
LOWscripts/qemu-mesh-test.sh9# Usage:
Fake / Example Data12 hits · 14 pts
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LOWarchive/v1/tests/integration/test_authentication.py55 "email": "admin@example.com",
LOWarchive/v1/tests/integration/test_authentication.py211 "email": "admin@example.com",
LOW.claude/agents/payments/agentic-payments.md23 holder_id: "user@example.com",
LOW.claude/agents/flow-nexus/authentication.md21 email: "user@example.com",
LOW.claude/agents/flow-nexus/authentication.md28 email: "user@example.com",
LOW.claude/agents/flow-nexus/authentication.md40mcp__flow-nexus__user_reset_password({ email: "user@example.com" })
LOW.claude/agents/sparc/refinement.md338 email: 'user@example.com',
LOW.claude/agents/sparc/refinement.md366 email: 'user@example.com',
LOW.claude/skills/browser/SKILL.md114agent-browser fill ".email-input" "test@test.com"
LOW.claude/skills/browser/SKILL.md120agent-browser find label "Email" fill "test@test.com"
LOW.claude/skills/browser/SKILL.md130agent-browser fill @e2 "user@example.com"
LOW.claude/skills/browser/SKILL.md140agent-browser fill @e1 "John Doe"
Hallucination Indicators1 hit · 10 pts
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CRITICALui/observatory/js/main.js433 this._mistPoints.material.uniforms.uColor.value.copy(wc);
Synthetic Comment Markers1 hit · 8 pts
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HIGH.claude/agents/optimization/topology-optimizer.md84 // AI-generated novel topologies
Overly Generic Function Names7 hits · 6 pts
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LOWarchive/v1/tests/performance/test_api_throughput.py33 async def handle_request(self, endpoint: str, method: str = "GET", data: Dict[str, Any] = None) -> Dict[str, Any]:
LOWarchive/v1/tests/performance/test_api_throughput.py509 async def handle_request(self, endpoint: str, method: str = "GET", data: Dict[str, Any] = None) -> Dict[str,
LOWarchive/v1/tests/performance/test_api_throughput.py553 async def handle_request(self, endpoint: str, method: str = "GET", data: Dict[str, Any] = None) -> Dict[str,
LOWarchive/v1/src/tasks/backup.py516 async def run_task(self, task_name: str) -> Dict[str, Any]:
LOWarchive/v1/src/tasks/monitoring.py707 async def run_task(self, task_name: str) -> Dict[str, Any]:
LOWarchive/v1/src/tasks/cleanup.py520 async def run_task(self, task_name: str) -> Dict[str, Any]:
LOW…fi-densepose-desktop/ui/.vite/deps/react-dom_client.js5683 function getData() {
Slop Phrases2 hits · 2 pts
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MEDIUMreferences/script_4.py132 Simulates WiFi CSI data for demonstration purposes
MEDIUMreferences/script_5.py268 """Simulates WiFi CSI data for demonstration purposes"""