3.9

Adjusted Signal

3.9

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

4.1K

Stars

C++

Language

1.4M

Lines of Code

5.7K

Files

5.0K

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 15.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 4696 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 17 finding(s).

Agent Over-Engineering Ratio 2.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 280 finding(s).

PR Review Velocity Impact 17.4/100 · LOW

Which changes need focused human review? 4980 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 1HIGH 8MEDIUM 252LOW 4719

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 4980 distinct pattern matches across 16 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Over-Commented Block4616 hits · 4612 pts

Severity	File	Line	Snippet	Context
LOW	.appveyor.yml	21	# -DCMAKE_PREFIX_PATH=C:\\Qt\\5.15.2\\msvc2019_64;C:\\Libraries\\boost_1_73_0"	COMMENT
LOW	.appveyor.yml	41	# # - TARGET: 'vs2019gui'	COMMENT
LOW	.appveyor.yml	61	# # secure: kyU5TaXRoily6q/QLRLqal2xCFGWEdnb8AJIu7FknsUQyj1wjRGmqC2My+Wfszod	COMMENT
LOW	.appveyor.yml	81	# devscripts fakeroot debhelper libfftw3-dev qtbase5-dev libopengl-dev libqt5opengl5-dev \	COMMENT
LOW	.appveyor.yml	101	# - sh: if [[ ! "${CMAKE_CUSTOM_OPTIONS}" =~ "ENABLE_EXTERNAL_LIBRARIES" ]]; then bash cmake/ci/build_rtlsdr.sh; f	COMMENT
LOW	.appveyor.yml	121	# # release: sdrangel-v$(appveyor_build_version)	COMMENT
LOW	modemm17/M17Demodulator.h	1	// Copyright 2020-2021 Rob Riggs <rob@mobilinkd.com>	COMMENT
LOW	modemm17/M17FrameDecoder.h	1	// Copyright 2021 Mobilinkd LLC.	COMMENT
LOW	modemm17/M17Demodulator.cpp	1	#include <QDebug>	COMMENT
LOW	modemm17/M17Demodulator.cpp	21	// -0.11540977897637611, -0.14703962203941534, -0.16119995609538576, -0.14969512896336504, -0.10610329539459	COMMENT
LOW	modemm17/Util.h	1	// Copyright 2020 Mobilinkd LLC.	COMMENT
LOW	modemm17/M17Modulator.cpp	21	// 0.0029364388513841593, 0.0031468394550958484, 0.002699564567597445, 0.001661182944400927, 0.00023319405581	COMMENT
LOW	modemm17/M17Modulator.cpp	41	// -0.01944761739590459, -0.018598682349642525, -0.013403099825723372, -0.0055333532968188165, 0.00303152272555	COMMENT
LOW	modemm17/ax25_frame.h	1	// Copyright 2012-2021 Rob Riggs <rob@mobilinkd.com>	COMMENT
LOW	modemm17/Correlator.h	1	// Copyright 2021 Rob Riggs <rob@mobilinkd.com>	COMMENT
LOW	modemm17/M17Modulator.h	1	#pragma once	COMMENT
LOW	modemdab/dabaudioframing.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabmsc.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabmsc.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabtii.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabtii.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabofdm.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabtables.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabconvolutional.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabaudioframing.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabpad.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabfft.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabfft.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabreceiver.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabreceiver.h	21		COMMENT
LOW	modemdab/dabtables.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabprofile.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabofdm.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabprofile.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabensemble.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabensemble.h	21		COMMENT
LOW	modemdab/dabreceiver.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabcoherent.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabcoherent.cpp	421	m_feedback = alpha;	COMMENT
LOW	modemdab/dabpad.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabaudiodecoder.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabcoherent.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabcoherent.h	21		COMMENT
LOW	modemdab/dabcoherent.h	41	// then estimated from the symbols before and after, each turned by its known symbol, rather	COMMENT
LOW	modemdab/dabensemble.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabconvolutional.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemdab/dabaudiodecoder.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemmeshcore/meshcore_crypto.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemmeshcore/meshcore_crypto.h	41	MODEMMESHCORE_API QByteArray derivePubKey(const QByteArray& seed);	COMMENT
LOW	modemmeshcore/tiny_aes.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemmeshcore/meshcore_identity.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemmeshcore/monocypher.h	1	// Monocypher version __git__	COMMENT
LOW	modemmeshcore/monocypher.h	21	//	COMMENT
LOW	modemmeshcore/monocypher.h	41	//	COMMENT
LOW	modemmeshcore/meshcore_builders.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemmeshcore/meshcore_command.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemmeshcore/meshcore_crypto.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemmeshcore/meshcore_builders.h	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemmeshcore/meshcore_identity.cpp	1	///////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	modemmeshcore/monocypher-ed25519.h	1	// Monocypher version __git__	COMMENT
4556 more matches not shown…

Decorative Section Separators209 hits · 698 pts

Severity	File	Line	Snippet	Context
MEDIUM	scriptsapi/config.py	29	# ======================================================================	COMMENT
MEDIUM	scriptsapi/config.py	45	# ======================================================================	COMMENT
MEDIUM	scriptsapi/config.py	52	# ======================================================================	COMMENT
MEDIUM	scriptsapi/config.py	65	# ======================================================================	COMMENT
MEDIUM	scriptsapi/config.py	113	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/plutodvbrpt.py	94	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/plutodvbrpt.py	97	# ----------------------------------------------------------------------	COMMENT
MEDIUM⚡	scriptsapi/plutodvbrpt.py	106	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/plutodvbrpt.py	109	# ----------------------------------------------------------------------	COMMENT
MEDIUM⚡	scriptsapi/plutodvbrpt.py	127	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/plutodvbrpt.py	130	# ----------------------------------------------------------------------	COMMENT
MEDIUM⚡	scriptsapi/plutodvbrpt.py	134	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/plutodvbrpt.py	137	# ----------------------------------------------------------------------	COMMENT
MEDIUM⚡	scriptsapi/plutodvbrpt.py	162	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/plutodvbrpt.py	165	# ----------------------------------------------------------------------	COMMENT
MEDIUM⚡	scriptsapi/plutodvbrpt.py	169	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/plutodvbrpt.py	172	# ----------------------------------------------------------------------	COMMENT
MEDIUM	scriptsapi/plutodvbrpt.py	52	# ======================================================================	COMMENT
MEDIUM	scriptsapi/plutodvbrpt.py	65	# ======================================================================	COMMENT
MEDIUM	scriptsapi/plutodvbrpt.py	68	# ----------------------------------------------------------------------	COMMENT
MEDIUM	scriptsapi/plutodvbrpt.py	195	# ======================================================================	COMMENT
MEDIUM	scriptsapi/plutodvbrpt.py	198	# ----------------------------------------------------------------------	COMMENT
MEDIUM	scriptsapi/plutodvbrpt.py	211	# ======================================================================	COMMENT
MEDIUM	scriptsapi/plutodvbrpt.py	214	# ----------------------------------------------------------------------	COMMENT
MEDIUM	scriptsapi/plutodvbrpt.py	237	# ======================================================================	COMMENT
MEDIUM	scriptsapi/plutodvbrpt.py	240	# ----------------------------------------------------------------------	COMMENT
MEDIUM	scriptsapi/plutodvbrpt.py	275	# ======================================================================	COMMENT
MEDIUM	scriptsapi/plutodvbrpt.py	278	# ----------------------------------------------------------------------	COMMENT
MEDIUM	scriptsapi/plutodvbrpt.py	302	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/superscanner.py	30	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/superscanner.py	35	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/superscanner.py	39	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/superscanner.py	43	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/superscanner.py	47	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/superscanner.py	51	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/superscanner.py	56	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/superscanner.py	138	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/superscanner.py	142	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/superscanner.py	146	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/superscanner.py	153	# ======================================================================	COMMENT
MEDIUM	scriptsapi/superscanner.py	107	# ======================================================================	COMMENT
MEDIUM	scriptsapi/superscanner.py	171	# ======================================================================	COMMENT
MEDIUM	scriptsapi/superscanner.py	177	# ======================================================================	COMMENT
MEDIUM	scriptsapi/superscanner.py	197	# ======================================================================	COMMENT
MEDIUM	scriptsapi/superscanner.py	211	# ======================================================================	COMMENT
MEDIUM	scriptsapi/superscanner.py	216	# ======================================================================	COMMENT
MEDIUM	scriptsapi/superscanner.py	255	# ======================================================================	COMMENT
MEDIUM	scriptsapi/superscanner.py	263	# ======================================================================	COMMENT
MEDIUM	scriptsapi/superscanner.py	275	# ======================================================================	COMMENT
MEDIUM	scriptsapi/superscanner.py	287	# ======================================================================	COMMENT
MEDIUM	scriptsapi/superscanner.py	354	# ======================================================================	COMMENT
MEDIUM	scriptsapi/superscanner.py	373	# ======================================================================	COMMENT
MEDIUM	scriptsapi/superscanner.py	390	# ======================================================================	COMMENT
MEDIUM	scriptsapi/superscanner.py	398	# ======================================================================	COMMENT
MEDIUM	scriptsapi/superscanner.py	416	# ======================================================================	COMMENT
MEDIUM	scriptsapi/superscanner.py	451	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/freqtracking.py	59	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/freqtracking.py	62	# ----------------------------------------------------------------------	COMMENT
MEDIUM⚡	scriptsapi/freqtracking.py	70	# ======================================================================	COMMENT
MEDIUM⚡	scriptsapi/freqtracking.py	73	# ----------------------------------------------------------------------	COMMENT
149 more matches not shown…

Excessive Try-Catch Wrapping56 hits · 99 pts

Severity	File	Line	Snippet	Context
MEDIUM	scriptsapi/config.py	94	print("Error %d:%s" % (r.status_code, command.get('msg', '')))	CODE
LOW	scriptsapi/config.py	108	except Exception as ex:	CODE
MEDIUM	scriptsapi/config.py	66	def main():	CODE
LOW⚡	scriptsapi/plutodvbrpt.py	122	except Exception as ex:	CODE
LOW⚡	scriptsapi/plutodvbrpt.py	158	except Exception as ex:	CODE
LOW	scriptsapi/plutodvbrpt.py	296	except Exception as ex: # pylint: disable=broad-except	CODE
MEDIUM	scriptsapi/superscanner.py	417	def main():	CODE
LOW⚡	scriptsapi/superscanner.py	134	except Exception as ex:	CODE
LOW	scriptsapi/superscanner.py	447	except Exception as ex:	CODE
LOW	scriptsapi/dump.py	242	except Exception as ex:	CODE
MEDIUM	scriptsapi/dump.py	227	def main():	CODE
LOW	scriptsapi/ptt_feature.py	106	except Exception as ex:	CODE
MEDIUM	scriptsapi/ptt_feature.py	93	def main():	CODE
LOW	scriptsapi/qo100_datv.py	186	except Exception as ex: # pylint: disable=broad-except	CODE
MEDIUM⚡	swagger/sdrangel/examples/ptt.py	52	print("Error starting device %d" % deviceIndex)	CODE
MEDIUM⚡	swagger/sdrangel/examples/ptt.py	58	print("Error getting device %d running state" % deviceIndex)	CODE
MEDIUM⚡	swagger/sdrangel/examples/ptt.py	74	print("Error stopping device %d" % deviceIndex)	CODE
MEDIUM⚡	swagger/sdrangel/examples/ptt.py	80	print("Error getting device %d running state" % deviceIndex)	CODE
MEDIUM⚡	swagger/sdrangel/examples/ptt.py	92	print("Error setting focus on device set %d" % deviceIndex)	CODE
MEDIUM	swagger/sdrangel/examples/ptt.py	128	print("Error getting device sets configuration")	CODE
LOW	swagger/sdrangel/examples/ptt.py	130	except Exception as ex:	CODE
MEDIUM	swagger/sdrangel/examples/ptt.py	96	def main():	CODE
LOW	swagger/sdrangel/examples/nfm_test.py	93	except Exception as ex:	CODE
MEDIUM	swagger/sdrangel/examples/nfm_test.py	57	def main():	CODE
MEDIUM⚡	swagger/sdrangel/examples/start_stop.py	50	print("Error starting device %d" % deviceIndex)	CODE
MEDIUM⚡	swagger/sdrangel/examples/start_stop.py	56	print("Error getting device %d running state" % deviceIndex)	CODE
MEDIUM⚡	swagger/sdrangel/examples/start_stop.py	72	print("Error stopping device %d" % deviceIndex)	CODE
MEDIUM⚡	swagger/sdrangel/examples/start_stop.py	78	print("Error getting device %d running state" % deviceIndex)	CODE
MEDIUM	swagger/sdrangel/examples/start_stop.py	102	print("Error getting device sets configuration")	CODE
LOW	swagger/sdrangel/examples/start_stop.py	104	except Exception as ex:	CODE
MEDIUM	swagger/sdrangel/examples/start_stop.py	82	def main():	CODE
LOW	swagger/sdrangel/examples/scanner.py	374	except Exception as ex:	CODE
MEDIUM	swagger/sdrangel/examples/scanner.py	276	def main():	CODE
MEDIUM⚡	swagger/sdrangel/examples/config.py	55	print("Error %d:%s" % (r.status_code, command[4]))	CODE
LOW⚡	swagger/sdrangel/examples/config.py	64	except Exception as ex:	CODE
MEDIUM	swagger/sdrangel/examples/config.py	38	def main():	CODE
LOW	swagger/sdrangel/examples/tx_test.py	287	except Exception as ex:	CODE
MEDIUM	swagger/sdrangel/examples/tx_test.py	261	def main():	CODE
LOW	swagger/sdrangel/examples/rx_tx_test.py	251	except Exception as ex:	CODE
MEDIUM	swagger/sdrangel/examples/rx_tx_test.py	90	def main():	CODE
LOW	swagger/sdrangel/examples/rx_test.py	364	except Exception as ex:	CODE
MEDIUM	swagger/sdrangel/examples/rx_test.py	340	def main():	CODE
LOW	swagger/sdrangel/examples/stop_server.py	68	except Exception as ex:	CODE
MEDIUM	swagger/sdrangel/examples/stop_server.py	57	def main():	CODE
MEDIUM	swagger/sdrangel/examples/add_channel.py	44	print("Error adding channel. HTTP: %d" % r.status_code)	CODE
LOW	swagger/sdrangel/examples/add_channel.py	47	except Exception as ex:	CODE
MEDIUM	swagger/sdrangel/examples/add_channel.py	33	def main():	CODE
MEDIUM	swagger/sdrangel/examples/randomize_colors.py	112	print("Error changing channel {0} color to rgb({1},{2},{3})".format(channel_info["index"], rn, gn, bn))	CODE
MEDIUM⚡	swagger/sdrangel/examples/randomize_colors.py	152	print("Error changing channel {0} color to rgb({1},{2},{3})".format(channel_info["index"], rn, gn, bn))	CODE
MEDIUM	swagger/sdrangel/examples/randomize_colors.py	184	print("Error getting deviceset %d info. HTTP: %d" % (options.device_index, r.status_code))	CODE
LOW	swagger/sdrangel/examples/randomize_colors.py	187	except Exception as ex:	CODE
MEDIUM	swagger/sdrangel/examples/randomize_colors.py	169	def main():	CODE
LOW	swagger/sdrangel/examples/limesdr_tx.py	116	except Exception as ex:	CODE
MEDIUM	swagger/sdrangel/examples/limesdr_tx.py	61	def main():	CODE
MEDIUM	swagger/sdrangel/examples/rtlsdr_settings.py	57	print("Error HTTP:", r.status_code)	CODE
MEDIUM	swagger/sdrangel/examples/rtlsdr_settings.py	68	print("Error HTTP:", r.status_code)	CODE

AI Response Leakage7 hits · 38 pts

Severity	File	Line	Snippet	Context
HIGH	plugins/samplesource/limesdrinput/readme.md	69	☞ In the LMS7002M TSP block the NCO sits before the decimator (see Fig.14 of the [datasheet](http://www.limemicro.	CODE
HIGH	plugins/samplesource/xtrxinput/readme.md	97	☞ In the LMS7002M TSP block the NCO sits before the decimator (see Fig.14 of the [datasheet](http://www.limemicro.	CODE
HIGH	plugins/samplesink/limesdroutput/readme.md	87	☞ In the LMS7002M TSP block the NCO sits after the interpolator (see Fig.14 of the [datasheet](http://www.limemicr	CODE
HIGH	plugins/samplesink/xtrxoutput/readme.md	87	☞ In the LMS7002M TSP block the NCO sits after the interpolator (see Fig.14 of the [datasheet](http://www.limemicr	CODE
HIGH	plugins/channelrx/demodadsb/adsbdemodgui.cpp	3717	// I've implemented a few extra BDSes, but these are rarely seen.	COMMENT
HIGH	plugins/samplemimo/limesdrmimo/readme.md	76	☞ In the LMS7002M TSP Rx block the NCO sits before the decimator (see Fig.14 of the [datasheet](http://www.limemic	CODE
HIGH	plugins/samplemimo/xtrxmimo/readme.md	106	☞ In the LMS7002M TSP Rx block the NCO sits before the decimator (see Fig.14 of the [datasheet](http://www.limemic	CODE

Deep Nesting27 hits · 25 pts

Severity	File	Line	Context
LOW	scriptsapi/config.py	66	CODE
LOW	scriptsapi/plutodvbrpt.py	135	CODE
LOW	scriptsapi/superscanner.py	108	CODE
LOW	scriptsapi/superscanner.py	217	CODE
LOW	scriptsapi/freqtracking.py	71	CODE
LOW	scriptsapi/dump.py	198	CODE
LOW	scriptsapi/ptt_feature.py	32	CODE
LOW	swagger/sdrangel/examples/ptt.py	40	CODE
LOW	swagger/sdrangel/examples/ptt.py	62	CODE
LOW	swagger/sdrangel/examples/ptt.py	96	CODE
LOW	swagger/sdrangel/examples/start_stop.py	38	CODE
LOW	swagger/sdrangel/examples/start_stop.py	60	CODE
LOW	swagger/sdrangel/examples/start_stop.py	82	CODE
LOW	swagger/sdrangel/examples/scanner.py	103	CODE
LOW	swagger/sdrangel/examples/scanner.py	158	CODE
LOW	swagger/sdrangel/examples/scanner.py	178	CODE
LOW	swagger/sdrangel/examples/scanner.py	223	CODE
LOW	swagger/sdrangel/examples/scanner.py	276	CODE
LOW	swagger/sdrangel/examples/config.py	38	CODE
LOW	swagger/sdrangel/examples/tx_test.py	95	CODE
LOW	swagger/sdrangel/examples/tx_test.py	113	CODE
LOW	swagger/sdrangel/examples/tx_test.py	168	CODE
LOW	swagger/sdrangel/examples/rx_tx_test.py	90	CODE
LOW	swagger/sdrangel/examples/rx_test.py	135	CODE
LOW	swagger/sdrangel/examples/rx_test.py	244	CODE
LOW	swagger/sdrangel/examples/randomize_colors.py	41	CODE
LOW	sdrgui/copygen.py	113	CODE

AI Slop Vocabulary8 hits · 22 pts

Severity	File	Line	Snippet	Context
MEDIUM	plugins/feature/startracker/startracker.cpp	724	// (Essentially the same as Gaussian of exp(-4*ln(theta^2/beamwidth^2))	COMMENT
MEDIUM	plugins/channelrx/demoddrm/drmdemodsink.cpp	1610	// starts it again (a seamless reconfiguration would need each frame's	COMMENT
MEDIUM	plugins/channelrx/demodwefax/wefaxdecoder.cpp	421	// Theil-Sen gives a robust first estimate for the short phasing sequence.	COMMENT
MEDIUM	plugins/channelrx/demodselcal/selcalcarriertracker.cpp	105	// The median is robust to the carrier and any tones near it. For noise	COMMENT
MEDIUM	plugins/channelrx/demodselcal/selcaldecoder.cpp	264	// The median of the band is robust to the tones themselves. For white	COMMENT
MEDIUM	…ugins/channelrx/demodmeshtastic/meshtasticdemodgui.cpp	1179	const int minEffectiveRate = std::max(500000, bandwidthHz * 4); // Keep margin above 2*BW for robust LoRa decode.	CODE
MEDIUM	plugins/channelrx/demodmeshcore/meshcoredemodgui.cpp	1179	const int minEffectiveRate = std::max(500000, bandwidthHz * 4); // Keep margin above 2*BW for robust LoRa decode.	CODE
MEDIUM	sdrgui/dtv/dtvvideoplayer.cpp	1196	// GPU decoders aren't as robust against damaged data as FFmpeg's own: NVDEC read thousands of bytes beyond a	COMMENT

Verbosity Indicators11 hits · 21 pts

Severity	File	Line	Snippet	Context
LOW	plugins/channelrx/freqscanner/freqscannersink.cpp	924	// Step 1: Compute log magnitude spectrum	COMMENT
LOW	plugins/channelrx/freqscanner/freqscannersink.cpp	938	// Step 2: Apply cepstral liftering for better source-filter separation	COMMENT
LOW⚡	plugins/channelrx/freqscanner/freqscannersink.cpp	972	// Step 3: IFFT to get cepstrum (quefrency domain)	COMMENT
LOW⚡	plugins/channelrx/freqscanner/freqscannersink.cpp	975	// Step 4: Estimate pitch from the cepstrum before liftering.	COMMENT
LOW	plugins/channelrx/freqscanner/freqscannersink.cpp	1003	// Step 5: Apply lifter (low-pass filter in quefrency domain)	COMMENT
LOW⚡	plugins/channelrx/freqscanner/freqscannersink.cpp	1036	// Step 6: FFT back to frequency domain (smoothed log spectrum)	COMMENT
LOW⚡	plugins/channelrx/freqscanner/freqscannersink.cpp	1039	// Step 7: Convert back to linear magnitude	COMMENT
LOW	plugins/channelrx/demodadsb/adsbdemodgui.cpp	3400	// Called when we have lat & long from local decode and we need to check if it is in a valid range (<180nm/333km airborn	COMMENT
LOW	.github/workflows/coverity.sh	217	# Step 1: Initialize build	COMMENT
LOW⚡	.github/workflows/coverity.sh	242	# Step 2: Upload to cloud	COMMENT
LOW⚡	.github/workflows/coverity.sh	251	# Step 3: Enqueue build	COMMENT

Structural Annotation Overuse10 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	plugins/channelrx/freqscanner/freqscannersink.cpp	924	// Step 1: Compute log magnitude spectrum	COMMENT
LOW	plugins/channelrx/freqscanner/freqscannersink.cpp	938	// Step 2: Apply cepstral liftering for better source-filter separation	COMMENT
LOW⚡	plugins/channelrx/freqscanner/freqscannersink.cpp	972	// Step 3: IFFT to get cepstrum (quefrency domain)	COMMENT
LOW⚡	plugins/channelrx/freqscanner/freqscannersink.cpp	975	// Step 4: Estimate pitch from the cepstrum before liftering.	COMMENT
LOW	plugins/channelrx/freqscanner/freqscannersink.cpp	1003	// Step 5: Apply lifter (low-pass filter in quefrency domain)	COMMENT
LOW⚡	plugins/channelrx/freqscanner/freqscannersink.cpp	1036	// Step 6: FFT back to frequency domain (smoothed log spectrum)	COMMENT
LOW⚡	plugins/channelrx/freqscanner/freqscannersink.cpp	1039	// Step 7: Convert back to linear magnitude	COMMENT
LOW	.github/workflows/coverity.sh	217	# Step 1: Initialize build	COMMENT
LOW⚡	.github/workflows/coverity.sh	242	# Step 2: Upload to cloud	COMMENT
LOW⚡	.github/workflows/coverity.sh	251	# Step 3: Enqueue build	COMMENT

Hyper-Verbose Identifiers13 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	scriptsapi/dump.py	45	def delete_all_features_items(self):	CODE
LOW	scriptsapi/dump.py	116	def delete_all_channels_items(self):	CODE
LOW⚡	scriptsapi/qo100_datv.py	50	def change_device_center_frequency(self, content, new_frequency):	CODE
LOW⚡	scriptsapi/qo100_datv.py	70	def change_channel_center_frequency(self, content, new_frequency):	CODE
LOW⚡	sdrbase/resources/webapi/doc/swagger-ui/swagger-ui.js	1	!function webpackUniversalModuleDefinition(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t():"fu	CODE
LOW⚡	…ces/webapi/doc/swagger-ui/swagger-ui-es-bundle-core.js	2	importas e from"ieee754";importas t from"base64-js";importas r from"react";importas n from"redux";import*as a from"i	CODE
LOW	…/webapi/doc/swagger-ui/swagger-ui-standalone-preset.js	2	!function webpackUniversalModuleDefinition(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"fu	CODE
LOW	swagger/sdrangel/examples/randomize_colors.py	93	def randomize_channels_colors(options, channels):	CODE
LOW	plugins/feature/map/map/cockpit.js	953	function drawVerticalSpeedIndicator(ctx, fm20, fm30) {	CODE
LOW	plugins/feature/map/map/map3d.html	1220	function getTimerIntervalPropertyValueAt(entity, propertyName, time) {	CODE
LOW	plugins/feature/map/map/map3d.html	1235	function getSampledPropertyValueAt(entity, propertyName, time) {	CODE
LOW	plugins/feature/mcpserver/mcpserver.h	34	class MCPRequestHandler;	CODE
LOW	plugins/feature/mcpserver/mcprequesthandler.h	42	class MCPRequestHandler : public qtwebapp::HttpRequestHandler	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	…re/map/Cesium/ThirdParty/google-earth-dbroot-parser.js	1	(()=>{window.cesiumGoogleEarthDbRootParser=function(d){"use strict";var f=d.Reader,u=d.util,n=d.roots.default\|\|(d.roots.	CODE

Unused Imports12 hits · 8 pts

Severity	File	Line	Context
LOW	scriptsapi/plutodvbrpt.py	10	CODE
LOW	scriptsapi/plutodvbrpt.py	11	CODE
LOW	scriptsapi/superscanner.py	6	CODE
LOW	scriptsapi/superscanner.py	8	CODE
LOW	scriptsapi/superscanner.py	9	CODE
LOW	scriptsapi/superscanner.py	15	CODE
LOW	scriptsapi/superscanner.py	199	CODE
LOW	scriptsapi/freqtracking.py	19	CODE
LOW	scriptsapi/freqtracking.py	22	CODE
LOW	scriptsapi/dump.py	15	CODE
LOW	sdrgui/copygen.py	9	CODE
LOW	sdrgui/copygen.py	10	CODE

Fake / Example Data4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW⚡	sdrbase/resources/webapi/doc/swagger-ui/swagger-ui.js	1	!function webpackUniversalModuleDefinition(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t():"fu	CODE
LOW⚡	sdrbase/resources/webapi/doc/swagger-ui/swagger-ui.js	1	!function webpackUniversalModuleDefinition(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t():"fu	CODE
LOW⚡	…ces/webapi/doc/swagger-ui/swagger-ui-es-bundle-core.js	2	importas e from"ieee754";importas t from"base64-js";importas r from"react";importas n from"redux";import*as a from"i	CODE
LOW⚡	…ces/webapi/doc/swagger-ui/swagger-ui-es-bundle-core.js	2	importas e from"ieee754";importas t from"base64-js";importas r from"react";importas n from"redux";import*as a from"i	CODE

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	swagger/sdrangel/examples/scanner.py	372	except KeyboardInterrupt:	CODE

Redundant / Tautological Comments3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/git-attributes.yml	20	# Check if renormalization changed anything	COMMENT
LOW	snap/local/sdrangel_wrapper.sh	202	# Set XDG_DATA_HOME to local path	COMMENT
LOW	snap/local/sdrangel_wrapper.sh	267	# Check if we can actually read the contents of each xdg dir	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	modemmeshcore/monocypher.h	255	// Don't forget to add authentication.	COMMENT

Modern Structural Boilerplate1 hit · 0 pts

Severity	File	Line	Snippet	Context
LOW	scriptsapi/plutodvbrpt.py	20	logger = logging.getLogger(__name__)	CODE

f4exb/sdrangel

Open-Source Code Quality, Security and Technical Debt Review