1.2

Adjusted Signal

1.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

10.9K

Stars

Kotlin

Language

133.7K

Lines of Code

908

Files

Pattern Hits

2026-10-31

Scan Date

0.01

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 0.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 20 finding(s).

Hallucinated Dependency & Supply Chain Risk 4.0/100 · LOW

Are imports declared and package/API names verified? 9 finding(s).

Agent Over-Engineering Ratio 1.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 13 finding(s).

PR Review Velocity Impact 5.5/100 · LOW

Which changes need focused human review? 41 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 9HIGH 4MEDIUM 4LOW 24

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 41 distinct pattern matches across 8 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.

Hallucination Indicators9 hits · 110 pts

Severity	File	Line	Snippet	Context
CRITICAL	CHANGELOG.md	705	- Fix App crashing with exception "com.deniscerri.ytdl.database.viewmodel.DownloadViewModel.checkIfAllProcessingItemsHav	CODE
CRITICAL	…com/deniscerri/ytdl/ui/more/cookies/WebViewActivity.kt	202	com.deniscerri.ytdl.database.models.CookieItem(	CODE
CRITICAL⚡	…p/src/main/java/com/deniscerri/ytdl/util/Extensions.kt	97	matcher = com.neoutils.highlight.core.util.Matcher.fully(UiColor.Hex("#FC8500"))),	CODE
CRITICAL⚡	…p/src/main/java/com/deniscerri/ytdl/util/Extensions.kt	100	matcher = com.neoutils.highlight.core.util.Matcher.fully(UiColor.Hex("#77eb09"))),	CODE
CRITICAL⚡	…p/src/main/java/com/deniscerri/ytdl/util/Extensions.kt	103	matcher = com.neoutils.highlight.core.util.Matcher.fully(UiColor.Hex("#b5942f"))),	CODE
CRITICAL⚡	…p/src/main/java/com/deniscerri/ytdl/util/Extensions.kt	106	matcher = com.neoutils.highlight.core.util.Matcher.fully(UiColor.Hex("#43a564"))),	CODE
CRITICAL	app/src/main/java/com/deniscerri/ytdl/util/UiUtil.kt	198	com.google.android.material.color.MaterialColors.getColor(this, com.google.android.material.R.at	CODE
CRITICAL	app/src/main/java/com/deniscerri/ytdl/util/UiUtil.kt	201	setTextColor(com.google.android.material.color.MaterialColors.getColor(this, com.google.android.material	CODE
CRITICAL	…stlane/metadata/android/en-US/changelogs/107090000.txt	3	- Fix App crashing with exception "com.deniscerri.ytdl.database.viewmodel.DownloadViewModel.checkIfAllProcessingItemsHav	CODE

Over-Commented Block15 hits · 15 pts

Severity	File	Line	Snippet	Context
LOW	…/main/java/com/deniscerri/ytdl/ui/home/HomeFragment.kt	661	// Handler(Looper.getMainLooper()).post {	COMMENT
LOW	…/main/java/com/deniscerri/ytdl/ui/home/HomeFragment.kt	681	//	COMMENT
LOW	…/main/java/com/deniscerri/ytdl/ui/home/HomeFragment.kt	701	// v	COMMENT
LOW	…erri/ytdl/ui/downloadcard/CutVideoBottomSheetDialog.kt	321	updateFromSlider()	COMMENT
LOW	…erri/ytdl/ui/downloadcard/CutVideoBottomSheetDialog.kt	341	// rangeSlider.setValues((newTimestamp / 1000).toFloat(), (endTimestamp / 1000).toFloat())	COMMENT
LOW	…erri/ytdl/ui/downloadcard/CutVideoBottomSheetDialog.kt	721	// val minutes = bottomSheet.findViewById<NumberPicker>(R.id.minutes)!!	COMMENT
LOW	…erri/ytdl/ui/downloadcard/CutVideoBottomSheetDialog.kt	741	// }	COMMENT
LOW	…erri/ytdl/ui/downloadcard/CutVideoBottomSheetDialog.kt	761	// if (minutes.maxValue < 1){	COMMENT
LOW	…erri/ytdl/ui/downloadcard/CutVideoBottomSheetDialog.kt	781	//	COMMENT
LOW	…ain/java/com/deniscerri/ytdl/ui/adapter/HomeAdapter.kt	101		COMMENT
LOW	…ain/java/com/deniscerri/ytdl/ui/adapter/HomeAdapter.kt	121	// if(video.isAudioDownloaded() == 1){	COMMENT
LOW	…m/deniscerri/ytdl/ui/more/terminal/TerminalFragment.kt	241	// scrollView = HorizontalScrollView(requireContext())	COMMENT
LOW	…om/deniscerri/ytdl/ui/more/terminal/ShortcutBinding.kt	121	prefKey = "shortcut_paste",	COMMENT
LOW	…ui/more/terminal/virtualkeys/VirtualKeysConstants.java	161	new VirtualKeyDisplayMap() {	COMMENT
LOW	…c/main/java/com/deniscerri/ytdl/work/DownloadWorker.kt	461	downloadItem.title,	COMMENT

Empty Error Handlers3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	…oder/yt_dlp_plugins/postprocessor/compatiblerecoder.py	417	except OSError:	CODE
HIGH	…oder/yt_dlp_plugins/postprocessor/compatiblerecoder.py	388	except OSError:	CODE
HIGH	…oder/yt_dlp_plugins/postprocessor/compatiblerecoder.py	404	except OSError:	CODE

Decorative Section Separators4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	…oder/yt_dlp_plugins/postprocessor/compatiblerecoder.py	206	# ------------------------------------------------------------------	COMMENT
MEDIUM	…oder/yt_dlp_plugins/postprocessor/compatiblerecoder.py	208	# ------------------------------------------------------------------	COMMENT
MEDIUM	…oder/yt_dlp_plugins/postprocessor/compatiblerecoder.py	224	# ------------------------------------------------------------------	COMMENT
MEDIUM	…oder/yt_dlp_plugins/postprocessor/compatiblerecoder.py	230	# ------------------------------------------------------------------	COMMENT

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	CONTRIBUTING.MD	39	3. Disclosure: If a significant portion of your PR (e.g., a new module or complex function) was generated by AI, ple	CODE

Excessive Try-Catch Wrapping5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	…_plugins/lyrics/yt_dlp_plugins/postprocessor/lyrics.py	197	except Exception as e:	CODE
LOW	…_plugins/lyrics/yt_dlp_plugins/postprocessor/lyrics.py	215	except Exception as e:	CODE
LOW	…oder/yt_dlp_plugins/postprocessor/compatiblerecoder.py	305	except Exception as error:	CODE
LOW	…oder/yt_dlp_plugins/postprocessor/compatiblerecoder.py	381	except Exception as error:	CODE
LOW	scripts/fetch_translators.py	63	except Exception as e: # rate limit / network: don't overwrite the committed file with partial data	CODE

Deep Nesting3 hits · 3 pts

Severity	File	Line	Context
LOW	…_plugins/lyrics/yt_dlp_plugins/postprocessor/lyrics.py	122	CODE
LOW	…oder/yt_dlp_plugins/postprocessor/compatiblerecoder.py	109	CODE
LOW	scripts/fetch_translators.py	41	CODE

Hyper-Verbose Identifiers1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…oder/yt_dlp_plugins/postprocessor/compatiblerecoder.py	91	def _subtitle_can_be_embedded(self, stream):	CODE

deniscerri/ytdlnis

Open-Source Code Quality, Security and Technical Debt Review