Commit Graph

159 Commits

Author SHA1 Message Date
Smittix
2e9bab75b1 fix: Correct Scottie sync search to prevent decoder stall
The previous sync search used search_margin = line_samples/10 (~306
samples for Scottie2), reaching deep into B channel pixel data behind
pos and well past the expected sync end ahead of pos.

When _find_sync returned a position in the late portion of that wide
region, pos + R_channel_samples exceeded the buffer length. The
buffer-too-short guard in _decode_line then returned early without
consuming data or advancing the line counter, causing the stall guard
in feed() to permanently break the decode loop.

Fix: use a 50-sample backward margin (covers >130 ppm SDR drift) and
a forward margin capped to whatever the current buffer can safely
support for the R channel. A final candidate-position check before
committing pos ensures no overflow is possible.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-02-19 10:01:28 +00:00
Smittix
0dc40bbea3 fix: Correct Scottie SSTV image slant by resyncing to mid-line sync pulse
Scottie modes place their horizontal sync pulse between the Blue and Red
channels. The decoder was using a fixed offset to skip over it, so any
SDR clock error accumulated line-by-line and produced a visible diagonal
slant in the decoded image.

Fix: search for the actual 1200 Hz sync pulse in a ±10% window around
the expected position before decoding the Red channel, then align to the
real pulse. This resets accumulated clock drift on every scanline, the
same way Martin and Robot modes already handle their front-of-line sync.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-02-19 09:54:28 +00:00
Smittix
17f6947648 fix: Correct SSTV VIS codes and replace Goertzel pixel decoder with Hilbert transform
Fix wrong VIS codes for PD90 (96→99), PD120 (93→95), PD180 (95→97),
PD240 (113→96), and ScottieDX (55→76). This caused PD180 to be detected
as PD90 and PD120 to fail entirely.

Replace batch Goertzel pixel decoding with analytic signal (Hilbert
transform) FM demodulation. The Goertzel approach used 96-sample windows
with ~500 Hz resolution — wider than the 800 Hz pixel frequency range —
making accurate pixel decoding impossible for fast modes like Martin2
and Scottie2. The Hilbert method computes per-sample instantaneous
frequency, matching the approach used by QSSTV and other professional
SSTV decoders.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-19 09:23:15 +00:00
Smittix
481651c88d fix: Improve HF SSTV VIS detection reliability and error correction
Tolerate intermittent ambiguous windows during leader detection (up to
3 consecutive misses), use energy-based break detection when tone
classification fails at leader-break boundary, and add single-bit VIS
error correction for parity-bit and data-bit corruption on noisy HF.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-18 21:52:56 +00:00
Smittix
ad4903d4ac fix: Add missing SSTV mode specs for HF decoding (PD90/PD160/PD240/ScottieDX)
VIS detection recognized these modes but ALL_MODES had no decoder specs,
causing silent decode failures on common HF frequencies like 14.230 MHz.
Also emit a user-visible SSE event when an unsupported VIS code is detected.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-18 21:29:34 +00:00
Smittix
3a962ca207 fix: SSTV VIS detector stuck in DETECTED state on validation failure
The previous fix (f29ae3d) introduced a regression: when VIS parity
check failed or the VIS code was unrecognized, the detector entered
DETECTED state permanently and never resumed scanning. Now it resets
to IDLE on validation failure and only enters DETECTED on success.

Also resets partial image progress counter between consecutive decodes
and adds SDR device claiming to general SSTV route to prevent conflicts.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-18 21:12:12 +00:00
Smittix
f29ae3d5a8 fix: Preserve image-start samples across VIS-to-decoder boundary
VISDetector._process_window() was calling self.reset() inside the
STOP_BIT handler, wiping self._buffer before feed() could advance
past the triggering window. All audio samples buffered after the
VIS STOP_BIT (the start of the first scan line) were silently
discarded, causing the image decoder to begin decoding mid-stream
with no alignment reference. The result was every scan line being
desynchronised from the first, producing the diagonal stripes and
scrambled colours seen in decoded images.

Fix: remove the premature reset() from _process_window(). The
STOP_BIT handler now sets state=DETECTED and returns the result.
A new remaining_buffer property exposes the post-VIS samples.
_decode_audio_stream() and decode_file() capture those samples
before calling reset(), then immediately feed them into the newly
created SSTVImageDecoder so decoding begins from sample 0 of
the first sync pulse.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-02-18 19:06:32 +00:00
Smittix
f4ade209f9 feat: Weather satellite and ADS-B trail rendering improvements
Weather Satellite:
- Fix duplicate event listeners on mode re-entry via locationListenersAttached guard
- Add suspend() to stop countdown/SSE stream when switching away from the mode
- Call WeatherSat.suspend() in switchMode() when leaving weathersat
- Fix toggleScheduler() to take the checkbox element as source of truth,
  preventing both checkboxes fighting each other
- Reset isRunning/UI state after auto-capture completes (scheduler path)
- Always re-select first pass and reset selectedPassIndex after loadPasses()
- Keep timeline cursor in sync inside selectPass()
- Add seconds to pass ID format to avoid collisions on concurrent passes
- Improve predict_passes() comment clarity; fix trajectory comment

ADS-B dashboard:
- Batch altitude-colour trail segments into runs of same-colour polylines,
  reducing Leaflet layer count from O(trail length) to O(colour changes)
  for significantly better rendering performance with many aircraft

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-02-18 11:43:47 +00:00
Smittix
23f28a8102 fix: Resolve multiple weather satellite decoder bugs
- Fix SatDump crash reported as "Capture complete" by collecting exit
  status via process.wait() before checking returncode
- Fix PTY file descriptor double-close race between stop() and reader
  thread by adding thread-safe _close_pty() helper with dedicated lock
- Fix image watcher missing final images by doing post-exit scans after
  SatDump process ends, using threading.Event for fast wakeup
- Fix failed image copy permanently skipping file by only marking as
  known after successful copy
- Fix frontend error handler not resetting isRunning, preventing new
  captures after a crash
- Fix console auto-hide timer leak on rapid complete/error events
- Fix ground track and auto-scheduler ignoring shared ObserverLocation

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-17 16:16:28 +00:00
Smittix
b83ecfcc19 feat: Add ACARS, VDL2, APRS, and Meshtastic to analytics dashboard
Extend cross-mode analytics to include ACARS/VDL2 message counts, APRS
stations, and Meshtastic messages. Refactor count helpers into reusable
_safe_len() and _safe_route_attr() utilities. Add health checks for
rtlamr, dmr, and meshtastic modes.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-17 14:13:28 +00:00
Smittix
671bf38083 fix: Read WiFi/BT data from v2 scanners in analytics dashboard
The analytics summary, health, and export were only reading from legacy
DataStores (app_module.wifi_networks, bt_devices) which the v2 WiFi and
Bluetooth scanners don't populate. Now checks v2 scanner singletons
first and falls back to legacy stores.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-17 13:48:56 +00:00
Smittix
0f5a414a09 feat: Add cross-mode analytics dashboard with geofencing, correlations, and data export
Adds a unified analytics mode under the Security nav group that aggregates
data across all signal modes. Includes emergency squawk alerting (7700/7600/7500),
vertical rate anomaly detection, ACARS/VDL2-to-ADS-B flight correlation,
geofence zones with enter/exit detection for aircraft/vessels/APRS stations,
temporal pattern detection, RSSI history tracking, Meshtastic topology mapping,
and JSON/CSV data export.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-17 12:59:31 +00:00
Smittix
df2c0a0d25 fix: Report SatDump crash as error instead of misleading "Capture complete"
Check process exit code when SatDump terminates — non-zero exit now
emits an error status with the exit code instead of falsely reporting
a successful capture completion.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-17 09:11:33 +00:00
Smittix
5605ae0359 fix: Preserve GPS satellites across DOP-only SKY messages
gpsd sends multiple SKY messages per cycle — some contain only DOP
values with an empty satellites array. Previously this would overwrite
the satellite list, causing the sky view to flicker empty. Now DOP-only
SKY messages preserve the existing satellite list. Also adds a 5-second
polling fallback for satellite data since SSE can miss sky updates due
to queue contention.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-16 19:48:46 +00:00
Smittix
c0498ebe68 fix: Resolve gpsd deadlock causing GPS connect to hang
start_gpsd_daemon() acquires _gpsd_process_lock then calls
stop_gpsd_daemon() which tries to acquire the same non-reentrant Lock,
causing an immediate deadlock. Changed to RLock so the same thread can
re-enter the lock.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-16 15:38:00 +00:00
Smittix
99d52eafe7 chore: Bump version to v2.18.0
Bluetooth enhancements (service data inspector, appearance codes, MAC
cluster tracking, behavioral flags, IRK badges, distance estimation),
ACARS SoapySDR multi-backend support, dump1090 stale process cleanup,
GPS error state, and proximity radar/signal card UI improvements.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-16 15:12:10 +00:00
Smittix
d8d08a8b1e feat: Add BT Locate and GPS modes with IRK auto-detection
New modes:
- BT Locate: SAR Bluetooth device location with GPS-tagged signal trail,
  RSSI-based proximity bands, audio alerts, and IRK auto-extraction from
  paired devices (macOS plist / Linux BlueZ)
- GPS: Real-time position tracking with live map, speed, heading, altitude,
  satellite info, and track recording via gpsd

Bug fixes:
- Fix ABBA deadlock between session lock and aggregator lock in BT Locate
- Fix bleak scan lifecycle tracking in BluetoothScanner (is_scanning property
  now cross-checks backend state)
- Fix map tile persistence when switching modes
- Use 15s max_age window for fresh detections in BT Locate poll loop

Documentation:
- Update README, FEATURES.md, USAGE.md, and GitHub Pages with new modes

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-15 21:59:45 +00:00
Smittix
d6f10d29ca fix: Correct DSC decoder phasing sequence handling, MMSI and position decoding
Strip ITU-R M.493 phasing symbols (120-126) after dot pattern sync before
decoding message content. Fix MMSI BCD digit trimming direction and correct
test symbol encodings for position and MMSI edge cases.
2026-02-15 09:58:05 +00:00
Smittix
332735cecf fix: Persist tracked satellites to database (fixes #135)
Satellites added via CelesTrak import or TLE paste are now stored in
SQLite and survive page reloads and app restarts. Adds CRUD API
endpoints and wires frontend sidebar + dashboard to use them.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-14 20:15:21 +00:00
Smittix
7c3ec9e920 chore: commit all changes and remove large IQ captures from tracking
Add .gitignore entry for data/subghz/captures/ to prevent large
IQ recording files from being committed.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-12 23:30:37 +00:00
copilot-swe-agent[bot]
d41ba61aee Fix security issues, breaking changes, and code cleanup for weather satellite PR
Co-authored-by: mitchross <6330506+mitchross@users.noreply.github.com>
2026-02-09 20:58:26 +00:00
Mitch Ross
54c849ab60 Fix weather satellite decoder security, architecture, and race conditions
Security: replace path traversal-vulnerable str().startswith() with
is_relative_to(), anchor path checks to app root, strip filesystem
paths from error responses, add decoder-level path validation.

Architecture: use safe_terminate/register_process for subprocess
lifecycle, replace custom SSE generator with sse_stream(), use
centralized validate_* functions, remove unused app.py declarations.

Bugs: add thread-safe singleton locks, protect _images list across
threads, move blocking process.wait() to async daemon thread, fix
timezone handling for tz-aware datetimes, use full path for image
deduplication, guard TLE auto-refresh during tests, validate
scheduler parameters to avoid 500 errors.

Docker: pin SatDump to v1.2.2 and slowrx to ca6d7012, document
INTERCEPT_IMAGE fallback pattern.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-08 21:29:45 -05:00
Mitch Ross
94ee22fdd4 Merge upstream/main: sync fork with conflict resolution
Resolve conflicts keeping local GSM tools in kill_all() process list
and weather satellite config settings while merging upstream changes
including GSM spy removal, DMR fixes, USB device probe, APRS crash
fix, and cross-module frequency routing.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-08 20:06:41 -05:00
Smittix
e413f54651 Add USB-level device probe to prevent cryptic rtl_fm crashes
When an external process (or stale handle from a crash) holds an SDR
device, claim_sdr_device() registry check passes but rtl_fm fails with
usb_claim_interface error -6. This adds a quick rtl_test probe inside
claim_sdr_device() so all modes get a clear error message before the
decoder pipeline is launched.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-08 22:24:02 +00:00
Smittix
c2891938ab Remove GSM spy functionality for legal compliance
Remove all GSM cellular intelligence features including tower scanning,
signal monitoring, rogue detection, crowd density analysis, and
OpenCellID integration across routes, templates, utils, tests, and
build configuration.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-08 22:04:12 +00:00
Smittix
2bed35dd64 Fix signal handler deadlock and add satellite TLE data
Remove logging and cleanup_all_processes() from signal handler to
prevent deadlocks when another thread holds the logging or process lock.
Process cleanup is handled by the atexit handler instead.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-08 21:50:13 +00:00
Smittix
90e88fc469 Fix tshark hex parsing and add API key settings UI
Parse tshark GSM field values with int(value, 0) instead of int(value)
to auto-detect hex 0x-prefixed output (e.g. 0x039e for TMSI/LAC/CID).
Without this, every tshark line with hex values fails to parse, causing
0 devices to be captured during monitoring.

Also add API Keys tab to Settings modal for configuring OpenCellID key
via the UI (in addition to env var), with status display and usage bar.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-08 20:35:31 +00:00
Smittix
7d69cac7e7 Fix geocoding: validate API responses, clean poisoned cache, improve logging
- Cache lookup now requires non-NULL lat/lon — previously a row with
  NULL coordinates counted as a cache hit, returning {lat: None, lon: None}
  which the frontend silently ignored (tower in list but no map pin)
- API response handler validates lat/lon exist before caching, preventing
  error responses (status 200 with error body) from poisoning the cache
- On geocoding worker start, delete any existing poisoned cache rows
- Geocoding worker now logs "API key not configured" vs "rate limit
  reached" so the actual problem is visible in logs
- API error responses now log the response body for easier debugging
2026-02-08 19:55:00 +00:00
Mitch Ross
ca15e227cd add test harness 2026-02-08 14:45:12 -05:00
Mitch Ross
1924203c19 Merge upstream/main: add gsm_spy blueprint 2026-02-08 13:15:20 -05:00
Smittix
cd5f1464b6 Switch gr-gsm source from ptrkrysik to bkerler fork
The ptrkrysik/gr-gsm repo uses SWIG which is incompatible with
GNU Radio 3.10+. The bkerler fork supports modern GNU Radio and
builds successfully on current Ubuntu/Debian systems.

Updated all references in Dockerfile, setup.sh, dependencies.py,
and error messages.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-08 16:26:09 +00:00
Smittix
c3dcf1401a Fix GSM Spy logger never configured - all log output was silenced
gsm_spy.py used logging.getLogger() directly which returns a bare
logger with no handler. The parent 'intercept' logger has
propagate=False, so all GSM Spy logs were silently dropped.

Now uses utils.logging.get_logger() which adds a stderr handler
and sets the log level, matching all other route modules.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-08 15:53:57 +00:00
Smittix
2115bc551d Merge branch 'pr-124'
# Conflicts:
#	app.py
#	routes/__init__.py
#	utils/database.py
2026-02-08 15:04:17 +00:00
Smittix
f6c19af33a Fix PR #124 remaining issues: XSS, state management, DB regression
- kill_all() now resets gsm_spy_scanner_running and related state so
  the scanner thread stops after killall
- scanner_thread sets flag to False instead of None on exit
- Restore alert_rules, alert_events, recording_sessions tables and
  wifi_clients column removed by PR in database.py
- Escape all server-sourced values in analysis modals with escapeHtml()
- Reset gsm_towers_found/gsm_devices_tracked on stop to prevent
  counter drift across sessions
- Replace raw terminate/kill with safe_terminate() in scanner_thread

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-08 15:02:14 +00:00
Smittix
777b83f6e0 Fix waterfall showing solid yellow by auto-scaling FFT quantization
The FFT pipeline produces power values in the ~0-60 dB range for
normalized IQ data, but quantize_to_uint8 used a hardcoded range
of -90 to -20 dB. Every bin saturated to 255, producing a uniform
yellow waterfall with no signal differentiation.

Now auto-scales to the actual min/max of each frame so the full
colour palette is always used.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-08 13:45:07 +00:00
Marc
bdba56bef1 PR #124 fixed major and minor issues 2026-02-08 07:04:10 -06:00
Smittix
026337a350 Add real-time WebSocket waterfall with I/Q capture and server-side FFT
Replace the batch rtl_power SSE pipeline with continuous I/Q streaming
via WebSocket for smooth ~25fps waterfall display. The server captures
raw I/Q samples (rtl_sdr/rx_sdr), computes Hann-windowed FFT, and
sends compact binary frames (1035 bytes vs ~15KB JSON, 93% reduction).
Client falls back to existing SSE path if WebSocket is unavailable.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-08 12:37:50 +00:00
Smittix
766a51753d Add real-time signal scope to both SSTV modes
Adds a phosphor-persistence waveform scope showing audio RMS/peak
levels during ISS SSTV and General SSTV decoding, matching the
existing pager scope pattern with a purple color scheme.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-08 00:28:33 +00:00
Smittix
beb38b6b98 Remove waterfall from all modes except listening post
Reverts IQ pipeline and removes syncWaterfallToFrequency calls from
pager, sensor, rtlamr, DMR, SSTV, and SSTV general modes. Waterfall
is now exclusive to listening post mode.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-07 23:29:56 +00:00
Smittix
f04ba7f143 Add live waterfall during pager and sensor decoding via IQ pipeline
Replace rtl_fm/rtl_433 with rtl_sdr for raw IQ capture when available,
enabling a Python IQ processor to compute FFT for the waterfall while
simultaneously feeding decoded data to multimon-ng (pager) or rtl_433
(sensor). Falls back to the legacy pipeline when rtl_sdr is unavailable.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-07 23:18:43 +00:00
Mitch Ross
fd0953bfb5 up 2026-02-07 17:56:45 -05:00
Mitch Ross
556a4ffcc2 tweaks
1. utils/weather_sat.py — Added delete_all_images() method that globs for *.png, *.jpg, *.jpeg in the output dir, unlinks each, clears _images list, and returns the
  count.
  2. routes/weather_sat.py — Added DELETE /weather-sat/images route that calls decoder.delete_all_images() and returns {'status': 'ok', 'deleted': count}.
  3. static/js/modes/weather-satellite.js:
    - Added currentModalFilename state variable
    - renderGallery() now sorts images by timestamp descending, groups by date using toLocaleDateString(), renders date headers spanning the grid, and adds a delete
  overlay button on each card
    - showImage() accepts a filename param, stores it in currentModalFilename, and creates a modal toolbar with a delete button
    - Added deleteImage(filename) — confirm dialog → DELETE /weather-sat/images/{filename} → filter from array → re-render + close modal
    - Added deleteAllImages() — confirm dialog → DELETE /weather-sat/images → clear array → re-render
    - Exposed deleteImage, deleteAllImages, and _getModalFilename in public API
  4. static/css/modes/weather-satellite.css:
    - Added position: relative to .wxsat-image-card
    - .wxsat-image-actions — absolute top-right overlay, hidden by default, appears on card hover
    - .wxsat-image-actions button — dark background, turns red on hover
    - .wxsat-date-header — full-grid-width date separator with dimmed uppercase text
    - .wxsat-modal-toolbar — absolute top-left in modal for the delete button
    - .wxsat-modal-btn.delete — turns red on hover
    - .wxsat-gallery-clear-btn — subtle icon button, pushed right via margin-left: auto, turns red on hover
    - Updated .wxsat-gallery-header from justify-content: space-between to gap: 8px for proper 3-child layout
  5. templates/index.html — Added clear-all trash button with SVG icon in the gallery header, wired to WeatherSat.deleteAllImages().
2026-02-07 15:52:52 -05:00
Mitch Ross
03c5d33eb7 Fix race condition: set _running before starting reader thread
The reader thread loop checks self._running but it was being set to
True after _start_satdump() returned, which is after the thread
already started. The thread would see _running=False and exit
immediately without reading any SatDump output.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-07 15:28:07 -05:00
Mitch Ross
f9786aa75a Use PTY for SatDump output capture instead of pipe
SatDump writes to stderr via fwrite() with its custom logger. When
stderr is redirected to a pipe, C runtime fully buffers it. Neither
stdbuf nor bufsize settings help since SatDump doesn't use stdio for
output.

PTY (pseudo-terminal) makes SatDump think it's writing to a real
terminal, which disables buffering. Also strips ANSI escape codes
from the output and properly handles \r progress lines.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-07 15:17:03 -05:00
Mitch Ross
b87623cf66 Update weather_sat.py 2026-02-07 15:06:58 -05:00
Mitch Ross
4d24e648ab Update weather_sat.py 2026-02-07 15:04:53 -05:00
Mitch Ross
99f42f66b2 Merge upstream main: add DMR, WebSDR, HF SSTV, alerts, recordings, waterfall
Merges upstream changes into fork while preserving weather satellite
(NOAA APT/Meteor LRPT via SatDump), rtlamr, multi-arch build, and
decoder console features from our branch.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-07 14:29:09 -05:00
Smittix
86e4ba7e29 Add alerts/recording, WiFi/TSCM updates, optimize waterfall 2026-02-07 18:29:58 +00:00
Smittix
4bbc00b765 Improve TSCM detection and include WiFi clients 2026-02-07 17:31:17 +00:00
Smittix
b208576068 Fix TSCM sweep KeyError on RiskLevel.NEEDS_REVIEW
The RiskLevel.NEEDS_REVIEW enum value was 'review' but the
devices_by_risk dict and all summary keys used 'needs_review',
causing a KeyError during sweep correlation.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-07 15:02:57 +00:00