2.5

Adjusted Signal

2.5

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

11.7K

Stars

C++

Language

618.0K

Lines of Code

1.8K

Files

1.3K

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 6.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 814 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.6/100 · LOW

Are imports declared and package/API names verified? 446 finding(s).

Agent Over-Engineering Ratio 2.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 121 finding(s).

PR Review Velocity Impact 11.7/100 · LOW

Which changes need focused human review? 1347 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 0HIGH 3MEDIUM 86LOW 1258

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 1347 distinct pattern matches across 14 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 Block750 hits · 742 pts

Severity	File	Line	Snippet	Context
LOW	example.toml	201	border_color = "outline_variant" # outline color: theme color role (e.g. "primary") or hex (e.g. "#a8b185")	COMMENT
LOW	example.toml	341	# Per-monitor backend override:	COMMENT
LOW	example.toml	361	[location]	COMMENT
LOW	example.toml	421	capsule = false	COMMENT
LOW	example.toml	481	show_dots = false	COMMENT
LOW	example.toml	501	# ── Desktop Widgets ───────────────────────────────────────────────────────────	COMMENT
LOW	example.toml	521	# rotation = 0.0	COMMENT
LOW	example.toml	541	# background_opacity = 0.8	COMMENT
LOW	example.toml	561	# [[control_center.shortcuts]]	COMMENT
LOW	example.toml	581	# bluetooth_enabled = []	COMMENT
LOW	example.toml	601	#	COMMENT
LOW	example.toml	621	# [widget.keyboard_layout.custom_labels] # override display labels by exact layout name	COMMENT
LOW	example.toml	641	# font_weight = 700	COMMENT
LOW	tests/hyprland_workspace_backend_test.cpp	1	#include "compositors/hyprland/hyprland_runtime.h"	COMMENT
LOW	tests/clipboard_storage_permissions_test.cpp	1	#include "security/secret_store.h"	COMMENT
LOW	tests/capsule_group_lane_override_test.cpp	1	// Locks the settings GUI's "lane is overridden" signal across capsule-group edits: adding a widget	COMMENT
LOW	tests/tray_registration_integration_test.cpp	1	#include "core/deferred_call.h"	COMMENT
LOW	tests/process_test.cpp	1	#include "core/process/process.h"	COMMENT
LOW	tests/fingerprint_authenticator_integration_test.cpp	1	#include "auth/fingerprint_authenticator.h"	COMMENT
LOW	tests/plugin_recommendations_test.cpp	1	#include "config/config_service.h"	COMMENT
LOW	tests/url_open_test.cpp	1	#include "net/url_open.h"	COMMENT
LOW	tests/widget_settings_schema_test.cpp	1	// The validator and the settings GUI must agree on which keys a plugin widget accepts.	COMMENT
LOW	tests/theme_shell_mode_test.cpp	1	// [theme].mode is the app-facing mode: it is what the resolved callback carries to templates,	COMMENT
LOW	tests/plugin_i18n_test.cpp	1	#include "i18n/i18n_service.h"	COMMENT
LOW	tests/wayland_toplevels_identity_test.cpp	1	#include "system/internal_app_metadata.h"	COMMENT
LOW	tests/tray_signal_sender_integration_test.cpp	1	#include "core/deferred_call.h"	COMMENT
LOW	tests/vdir_reader_test.cpp	61	"END:VEVENT\r\n"	COMMENT
LOW	tests/widget_definition_test.cpp	1	// Every typed widget definition validates itself lazily: `field()` and `WidgetDefinition::validate()`	COMMENT
LOW	tests/widget_definition_test.cpp	21	#include "shell/bar/widgets/notification_widget_definition.h"	COMMENT
LOW	tests/widget_definition_test.cpp	41		COMMENT
LOW	tests/template_hook_runner_test.cpp	1	#include "tests/test_check.h"	COMMENT
LOW	tests/capsule_group_style_persist_test.cpp	1	// Locks that every capsule group style field edited in the settings GUI survives a restart. Group	COMMENT
LOW	tests/button_layout_test.cpp	1	#include "render/core/renderer.h"	COMMENT
LOW	tests/screencopy_connection_isolation_test.cpp	1	#include "capture/screencopy_capture.h"	COMMENT
LOW	tests/plugin_git_export_test.cpp	1	#include "core/process/process.h"	COMMENT
LOW	tests/clipboard_service_test.cpp	1	// Drives the data-control callbacks with a fake compositor, covering two things	COMMENT
LOW	tests/config_override_mutation_test.cpp	1	// Locks the atomic set-and-clear contract of ConfigService::mutateOverrides. Switching a calendar	COMMENT
LOW	tests/plugin_bindings_test.cpp	1	#include "core/toml.h"	COMMENT
LOW	tests/secret_collection_probe_integration_test.cpp	1	#include "dbus/secret/secret_collection_probe.h"	COMMENT
LOW	tests/plugin_file_privacy_test.cpp	1	#include "core/toml.h"	COMMENT
LOW	tests/ipc_service_test.cpp	1	#include "ipc/ipc_service.h"	COMMENT
LOW	tests/template_apply_notify_test.cpp	1	// A requested after-apply notification is owed until an application delivers it. Later	COMMENT
LOW	tests/scrollbar_geometry_test.cpp	1	#include "render/animation/animation_manager.h"	COMMENT
LOW	tests/bluetooth_property_integration_test.cpp	1	#include "dbus/bluetooth/bluetooth_service.h"	COMMENT
LOW	tests/calendar_reminder_monitor_test.cpp	1	// Drives the real monitor against a real NotificationManager to prove the countdown state machine	COMMENT
LOW	tests/tray_theme_path_index_test.cpp	1	#include "core/deferred_call.h"	COMMENT
LOW	tests/brightness_service_test.cpp	1	#include "compositors/compositor_platform.h"	COMMENT
LOW	tests/brightness_service_test.cpp	21	#include <print>	COMMENT
LOW	tests/virtual_grid_view_gesture_test.cpp	1	// Covers the click-vs-drag split for adapter-consumed presses. Pointers emit	COMMENT
LOW	tests/plugin_lifecycle_test.cpp	1	#include "config/config_service.h"	COMMENT
LOW	tests/secret_store_test.cpp	1	#include "security/secret_store.h"	COMMENT
LOW	tests/upower_charge_limit_integration_test.cpp	1	#include "dbus/system_bus.h"	COMMENT
LOW	tests/security_primitives_test.cpp	1	#include "security/encrypted_file_store.h"	COMMENT
LOW	tests/location_service_test.cpp	1	#include "config/config_service.h"	COMMENT
LOW	tests/idle_manager_test.cpp	1	#include "core/deferred_call.h"	COMMENT
LOW	tests/umbriel_audio_provider_test.cpp	1	#include "compositors/umbriel/umbriel_audio_provider.h"	COMMENT
LOW	tests/calendar_credential_store_test.cpp	1	#include "calendar/calendar_credential_store.h"	COMMENT
LOW	tests/notification_history_encryption_test.cpp	1	#include "core/deferred_call.h"	COMMENT
LOW	tests/plugin_manifest_test.cpp	1	#include "scripting/plugin_api.h"	COMMENT
LOW	tests/notification_history_image_bounds_test.cpp	1	#include "notification/notification_history_store.h"	COMMENT
690 more matches not shown…

Fake / Example Data441 hits · 443 pts

Severity	File	Line	Snippet	Context
LOW	tools/notifications-test.sh	17	notify-send "Notification #4" "This is test notification with a very long text that will probably break the layout or ma	CODE
LOW	tools/notifications-test.sh	17	notify-send "Notification #4" "This is test notification with a very long text that will probably break the layout or ma	CODE
LOW	tools/notifications-test.sh	38	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	tools/notifications-test.sh	38	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	tools/notifications-test.sh	52	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Proin lectus nibh, mollis eget pulvinar eget, alique	CODE
LOW	tools/notifications-test.sh	52	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Proin lectus nibh, mollis eget pulvinar eget, alique	CODE
LOW	assets/fonts/tabler.json	17954	"placeholder": {	CODE
LOW	assets/translations/tr.json	746	"placeholder": "Bir yanıt yaz…"	CODE
LOW	assets/translations/tr.json	1089	"placeholder": "Araçlarda ara..."	CODE
LOW	assets/translations/tr.json	1985	"placeholder": "Bir görselin dosya yolu"	CODE
LOW	assets/translations/tr.json	2209	"placeholder": "Masaüstü duvar kağıdını kullan"	CODE
LOW	assets/translations/tr.json	2607	"placeholder": "Şehir, Ülke"	CODE
LOW	assets/translations/tr.json	2637	"placeholder": "/ses/dosyasi/yolu.wav"	CODE
LOW	assets/translations/tr.json	2707	"placeholder": "/ses/dosyasi/yolu.wav"	CODE
LOW	assets/translations/tr.json	2789	"placeholder": "/profil/resmi/yolu.png"	CODE
LOW	assets/translations/tr.json	2810	"placeholder": "gimp {path} veya satty -f -"	CODE
LOW	assets/translations/tr.json	2856	"placeholder": "$CMD"	CODE
LOW	assets/translations/tr.json	3006	"placeholder": "~/Pictures"	CODE
LOW	assets/translations/tr.json	3019	"placeholder": "swappy -f -"	CODE
LOW	assets/translations/tr.json	3114	"placeholder": "~/Resimler/DuvarKağıtları"	CODE
LOW	assets/translations/tr.json	3119	"placeholder": "~/Resimler/DuvarKağıtları"	CODE
LOW	assets/translations/tr.json	3141	"placeholder": "~/Resimler/DuvarKağıtları"	CODE
LOW	assets/translations/tr.json	3145	"placeholder": "~/Resimler/DuvarKağıtları"	CODE
LOW	assets/translations/tr.json	4046	"placeholder": "Ara..."	CODE
LOW	assets/translations/tr.json	4049	"placeholder": "Bir seçenek seçin"	CODE
LOW	assets/translations/hu.json	729	"placeholder": "Válasz írása…"	CODE
LOW	assets/translations/hu.json	1060	"placeholder": "Widgetek keresése…"	CODE
LOW	assets/translations/hu.json	1918	"placeholder": "Útvonal a képhez"	CODE
LOW	assets/translations/hu.json	2129	"placeholder": "Asztali háttérkép használata"	CODE
LOW	assets/translations/hu.json	2500	"placeholder": "Város, Ország"	CODE
LOW	assets/translations/hu.json	2530	"placeholder": "/path/to/sound.wav"	CODE
LOW	assets/translations/hu.json	2600	"placeholder": "/elérési/út/a/hangfájlhoz.wav"	CODE
LOW	assets/translations/hu.json	2682	"placeholder": "/path/to/avatar.png"	CODE
LOW	assets/translations/hu.json	2703	"placeholder": "gimp {path} vagy satty -f -"	CODE
LOW	assets/translations/hu.json	2739	"placeholder": "$CMD"	CODE
LOW	assets/translations/hu.json	2889	"placeholder": "XDG Képek könyvtár"	CODE
LOW	assets/translations/hu.json	2902	"placeholder": "swappy -f -"	CODE
LOW	assets/translations/hu.json	2989	"placeholder": "~/Pictures/Wallpapers"	CODE
LOW	assets/translations/hu.json	2994	"placeholder": "~/Pictures/Wallpapers"	CODE
LOW	assets/translations/hu.json	3016	"placeholder": "~/Pictures/Wallpapers"	CODE
LOW	assets/translations/hu.json	3020	"placeholder": "~/Pictures/Wallpapers"	CODE
LOW	assets/translations/hu.json	3794	"placeholder": "Keresés…"	CODE
LOW	assets/translations/hu.json	3797	"placeholder": "Válassz egy opciót"	CODE
LOW	assets/translations/nl.json	674	"placeholder": "Typ een reactie..."	CODE
LOW	assets/translations/nl.json	927	"placeholder": "Widgets zoeken..."	CODE
LOW	assets/translations/nl.json	1754	"placeholder": "Bureaubladachtergrond gebruiken"	CODE
LOW	assets/translations/nl.json	1960	"placeholder": "Stad, Land"	CODE
LOW	assets/translations/nl.json	1986	"placeholder": "/pad/naar/geluid.wav"	CODE
LOW	assets/translations/nl.json	2047	"placeholder": "/pad/naar/geluid.wav"	CODE
LOW	assets/translations/nl.json	2126	"placeholder": "/pad/naar/avatar.png"	CODE
LOW	assets/translations/nl.json	2147	"placeholder": "gimp {path} of satty -f -"	CODE
LOW	assets/translations/nl.json	2263	"placeholder": "~/Afbeeldingen"	CODE
LOW	assets/translations/nl.json	2276	"placeholder": "swappy -f -"	CODE
LOW	assets/translations/nl.json	2358	"placeholder": "~/Afbeeldingen/Wallpapers"	CODE
LOW	assets/translations/nl.json	2363	"placeholder": "~/Afbeeldingen/Wallpapers"	CODE
LOW	assets/translations/nl.json	2385	"placeholder": "~/Afbeeldingen/Wallpapers"	CODE
LOW	assets/translations/nl.json	2389	"placeholder": "~/Afbeeldingen/Wallpapers"	CODE
LOW	assets/translations/nl.json	2962	"placeholder": "Zoeken..."	CODE
LOW	assets/translations/nl.json	2965	"placeholder": "Selecteer een optie"	CODE
LOW	assets/translations/ja.json	927	"placeholder": "返信を入力…"	CODE
381 more matches not shown…

Decorative Section Separators79 hits · 234 pts

Severity	File	Line	Snippet	Context
MEDIUM	example.toml	5	# ── Shell ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	134	# ── Wallpaper ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	157	# ── Theme ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	183	# ── Backdrop ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	190	# ── Notifications ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	220	# ── OSD ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	252	# ── Lock Screen ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	266	# ── System Monitor ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	278	# ── Calendar ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	306	# ── Weather ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	315	# ── Audio ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	328	# ── Bluetooth ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	334	# ── Brightness ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	350	# ── Night Light ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	358	# ── Location ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	370	# ── Idle ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	388	# ── Keybinds ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	401	# ── Bar ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	451	# ── Dock ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	501	# ── Desktop Widgets ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	543	# ── Control Center ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	example.toml	566	# ── Hooks ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	assets/templates/helix/helix.toml	2	# -------------------	COMMENT
MEDIUM	assets/templates/helix/helix.toml	61	# --------------	COMMENT
MEDIUM	src/ui/dialogs/dialog_popup_host.h	132	// ── Hooks ────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/core/log.h	14	// ── Global free functions (no section tag) ────────────────────────────────────	COMMENT
MEDIUM	src/core/log.h	32	// ── Logger — per-module logger with a section tag ─────────────────────────────	COMMENT
MEDIUM	src/config/config_service.cpp	548	// ── Lifecycle ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/config/config_service.cpp	583	// ── Public interface ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/config/config_service.cpp	1119	// ── Private helpers ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/config/schema/field.h	154	// ── Leaf codec factories ─────────────────────────────────────────────────	COMMENT
MEDIUM	src/shell/settings/settings_content_plugins.cpp	368	// ── Per-plugin settings editor ─────────────────────────────────────────	COMMENT
MEDIUM	src/shell/settings/settings_content_plugins.cpp	843	// ── Plugins ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/shell/control_center/shortcut_registry.cpp	37	// ── Toggle shortcuts ────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/shell/control_center/shortcut_registry.cpp	378	// ── Action-only shortcuts ────��──────────────────────────────────────────────	COMMENT
MEDIUM	src/shell/test/test_panel.cpp	129	// ── Column A: Buttons + Icon buttons ────────────────────────────────────	COMMENT
MEDIUM	src/shell/test/test_panel.cpp	297	// ── Column B: Toggles, Segmented, Checkbox, Radio, Spinner ──────────────	COMMENT
MEDIUM	src/shell/test/test_panel.cpp	478	// ── Column C: File dialog, Color picker, Grid view, Transforms ──────────	COMMENT
MEDIUM	src/shell/test/test_panel.cpp	894	// ── Section heading ────────────────────────────────────────────────	COMMENT
MEDIUM	src/shell/test/test_panel.cpp	906	// ── Font family controls ──────────────────────────────────────────	COMMENT
MEDIUM	src/shell/test/test_panel.cpp	1411	// ── Auto-scrolling labels (marquee) ────────────────────────────────	COMMENT
MEDIUM	src/shell/wallpaper/wallpaper.cpp	1355	// ── Wallpaper loading & transitions ──────────────────────────────────────────	COMMENT
MEDIUM	src/shell/wallpaper/panel/wallpaper_panel.cpp	783	// ── Body: virtualized scrolling grid ──────────────────────────────────	COMMENT
MEDIUM	src/shell/dock/dock_items.cpp	1190	// ── Drag-to-reorder ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/shell/dock/dock.cpp	305	// ── Lifecycle ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/shell/dock/dock.cpp	503	// ── Input ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/shell/dock/dock.cpp	657	// ── Private: instance management ─────────────────────────────────────────────	COMMENT
MEDIUM	src/shell/dock/dock.cpp	864	// ── Private: scene building ───────────────────────────────────────────────────	COMMENT
MEDIUM	src/shell/dock/dock.cpp	911	// ── Private: item population ──────────────────────────────────────────────────	COMMENT
MEDIUM	src/shell/dock/dock.cpp	950	// ── Private: visual update ────────────────────────────────────────────────────	COMMENT
MEDIUM	src/shell/dock/dock.cpp	996	// ── Private: item context menu (right-click) ──────────────────────────────────	COMMENT
MEDIUM	src/render/render_target.cpp	10	// ── ScaledRenderer ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/render_target.cpp	80	// ── RenderTarget ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/core/shared_texture_cache.cpp	77	// ── Lease ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/core/shared_texture_cache.cpp	129	// ── Cache ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/text/cairo_text_renderer.cpp	160	// ── CacheKey equality/hash ──────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/text/cairo_text_renderer.cpp	226	// ── Lifecycle ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/text/cairo_text_renderer.cpp	370	// ── Layout construction ─────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/text/cairo_text_renderer.cpp	495	// ── measure / truncate ──────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/text/cairo_text_renderer.cpp	703	// ── Rasterization ───────────────────────────────────────────────────────────	COMMENT
19 more matches not shown…

Hyper-Verbose Identifiers34 hits · 38 pts

Severity	File	Line	Snippet	Context
LOW	tools/i18n-check.py	157	def is_placeholder_or_internal_literal(s: str) -> bool:	CODE
LOW	tools/i18n-check.py	179	def looks_like_user_visible_copy(s: str) -> bool:	CODE
LOW	tools/i18n-check.py	195	def cpp_code_before_line_comment(line: str) -> str:	CODE
LOW	tools/i18n-check.py	253	def looks_like_wide_prose_string(s: str) -> bool:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	45	def test_accepts_canonical_template(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	48	def test_accepts_completed_ready_template(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	57	def test_accepts_ready_template_without_context_sections(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	72	def test_accepts_ready_template_without_inapplicable_change_types(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	81	def test_accepts_annotated_change_type(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	89	def test_accepts_asterisk_bullets(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	96	def test_accepts_template_line_wrapping(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	103	def test_accepts_body_stripped_of_guidance_comments(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	107	def test_rejects_missing_testing_section(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	114	def test_rejects_missing_motivation_section(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	121	def test_rejects_renamed_section(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	128	def test_rejects_ready_template_without_a_checked_change_type(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	135	def test_rejects_ready_template_with_two_primary_change_types(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	142	def test_rejects_breaking_change_as_the_only_change_type(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	153	def test_accepts_breaking_change_alongside_one_primary_type(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	160	def test_ready_template_requires_every_mandatory_item(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	168	def test_draft_allows_unchecked_mandatory_items(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	177	def test_rejects_deleted_checklist_item(self) -> None:	CODE
LOW⚡	.github/workflows/scripts/test_enforce_pr_template.py	185	def test_rejects_altered_checklist_item(self) -> None:	CODE
LOW	.github/workflows/scripts/test_enforce_pr_template.py	228	def test_valid_template_writes_nothing_when_no_comment_exists(self) -> None:	CODE
LOW	.github/workflows/scripts/test_enforce_pr_template.py	240	def test_valid_template_resolves_an_existing_enforcement_comment(self) -> None:	CODE
LOW	.github/workflows/scripts/test_enforce_pr_template.py	271	def test_invalid_ready_pull_request_is_converted_then_gets_fresh_comment(self) -> None:	CODE
LOW	.github/workflows/scripts/test_enforce_pr_template.py	302	def test_each_conversion_posts_a_fresh_comment_without_reading_old_comments(	CODE
LOW	.github/workflows/scripts/test_enforce_pr_template.py	321	def test_invalid_draft_updates_the_latest_enforcement_comment(self) -> None:	CODE
LOW	.github/workflows/scripts/test_enforce_pr_template.py	358	def test_identical_draft_comment_is_not_rewritten(self) -> None:	CODE
LOW	.github/workflows/scripts/test_enforce_pr_template.py	383	def test_invalid_draft_replaces_a_comment_by_another_author(self) -> None:	CODE
LOW	.github/workflows/scripts/test_enforce_pr_template.py	426	def test_valid_template_deletes_a_comment_by_another_author(self) -> None:	CODE
LOW	.github/workflows/scripts/test_enforce_pr_template.py	452	def test_own_comment_is_updated_and_older_foreign_comment_deleted(self) -> None:	CODE
LOW	.github/workflows/scripts/test_enforce_pr_template.py	479	def test_graphql_error_stops_before_posting_conversion_comment(self) -> None:	CODE
LOW	.github/workflows/scripts/enforce-pr-template.py	74	def build_enforcement_comment(missing: list[str], *, converted: bool) -> str:	STRING

AI Slop Vocabulary7 hits · 21 pts

Severity	File	Line	Snippet	Context
MEDIUM	third_party/luau/Common/include/Luau/DenseHash.h	453	// We can leverage the structure of the bitvector here to skip contiguous chunks of empty elements	COMMENT
MEDIUM	third_party/luau/VM/src/ldebug.cpp	416	// this can be changed, but if requires making patching a bit more nuanced so that we don't patch AUX words	COMMENT
MEDIUM	src/ui/controls/label.h	117	// User-visible text (wire text may duplicate for seamless marquee).	COMMENT
MEDIUM	src/app/application_events.cpp	54	// A robust-context reset invalidates the whole share group. Tear down every	COMMENT
MEDIUM	src/render/core/shader_program.h	18	// Forget the GL name without deleting it. Used after a robust-context reset, when the	COMMENT
MEDIUM	src/render/core/texture_manager.h	63	// Forget GL names without deleting them. Used after a robust-context reset,	COMMENT
MEDIUM	src/render/backend/gles_texture_manager.cpp	45	// Drops errors raised before the call we are about to check. Bounded because a robust context that	COMMENT

Empty Error Handlers2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	tools/tray_appindicator_compat_test.py	100	except AttributeError:	CODE
HIGH	tests/plugin_recommendations_http_test.py	153	except (ssl.SSLError, ConnectionError):	CODE

Verbosity Indicators5 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	src/ui/controls/virtual_grid_view.cpp	256	// Step 1: estimate the canvas's virtual size so ScrollView can measure	COMMENT
LOW	src/ui/controls/virtual_grid_view.cpp	341	// Step 2: determine the visible row range from the resolved scroll offset, with overscan.	COMMENT
LOW	src/ui/controls/virtual_grid_view.cpp	356	// Step 3: grow the pool if needed. Pool is row-major (poolRows * columns)	COMMENT
LOW	src/ui/controls/virtual_grid_view.cpp	409	// Step 4: bind / position pool slots, addressing by `row % poolRows`.	COMMENT
LOW	src/ui/controls/virtual_grid_view.cpp	479	// Step 5: position the input overlay across the entire virtual canvas.	COMMENT

Structural Annotation Overuse5 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	src/ui/controls/virtual_grid_view.cpp	256	// Step 1: estimate the canvas's virtual size so ScrollView can measure	COMMENT
LOW	src/ui/controls/virtual_grid_view.cpp	341	// Step 2: determine the visible row range from the resolved scroll offset, with overscan.	COMMENT
LOW	src/ui/controls/virtual_grid_view.cpp	356	// Step 3: grow the pool if needed. Pool is row-major (poolRows * columns)	COMMENT
LOW	src/ui/controls/virtual_grid_view.cpp	409	// Step 4: bind / position pool slots, addressing by `row % poolRows`.	COMMENT
LOW	src/ui/controls/virtual_grid_view.cpp	479	// Step 5: position the input overlay across the entire virtual canvas.	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	src/shell/osd/osd_overlay.h	55	// Custom OSD as requested by plugins and the osd-show IPC command. No progress hides the bar;	COMMENT

Excessive Try-Catch Wrapping6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	tools/template-engine-compare-all.py	47	except Exception as e:	CODE
LOW	tools/palette-generator-analysis.py	93	except Exception as e:	CODE
LOW	tools/palette-generator-analysis.py	112	except Exception as e:	CODE
LOW	tools/palette-generator-analysis.py	125	except Exception as e:	CODE
LOW	tools/palette-generator-analysis.py	136	except Exception:	CODE
LOW	tools/palette-generator-analysis.py	238	except Exception:	CODE

Deep Nesting6 hits · 6 pts

Severity	File	Line	Context
LOW	tools/template-engine-compare-all.py	78	CODE
LOW	tools/issue-triage.py	208	CODE
LOW	tools/i18n-check.py	110	CODE
LOW	tools/i18n-check.py	195	CODE
LOW	tools/i18n-check.py	269	CODE
LOW	tests/plugin_recommendations_http_test.py	23	CODE

Redundant / Tautological Comments4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	tools/i18n-pull.sh	48	# Check if jq is available	COMMENT
LOW	tools/i18n-push.sh	45	# Check if directory exists	COMMENT
LOW	tools/i18n-push.sh	98	# Check if English exists (only required when pushing all languages)	COMMENT
LOW	tools/i18n-check.py	354	# Check if any known prefix covers this key	COMMENT

Unused Imports5 hits · 4 pts

Severity	File	Line	Context
LOW	tools/template-engine-compare-all.py	11	CODE
LOW	tools/issue-triage.py	36	CODE
LOW	tools/i18n-check.py	33	CODE
LOW	.github/workflows/scripts/test_enforce_pr_template.py	1	CODE
LOW	.github/workflows/scripts/enforce-pr-template.py	2	CODE

Slop Phrases2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	third_party/luau/VM/src/lgc.cpp	1234	// don't forget to visit main thread, it's the only object not allocated in GCO pages	COMMENT
LOW	third_party/luau/Compiler/include/Luau/Compiler.h	28	// Note: this structure is duplicated in luacode.h, don't forget to change these in sync!	COMMENT

noctalia-dev/noctalia

Open-Source Code Quality, Security and Technical Debt Review