2.7

Adjusted Signal

2.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

14.5K

Stars

Language

2.8M

Lines of Code

5.3K

Files

7.4K

Pattern Hits

2026-10-31

Scan Date

0.04

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 10.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 7090 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.2/100 · LOW

Are imports declared and package/API names verified? 219 finding(s).

Agent Over-Engineering Ratio 0.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 118 finding(s).

PR Review Velocity Impact 14.7/100 · LOW

Which changes need focused human review? 7394 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 218MEDIUM 232LOW 6943

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 7394 distinct pattern matches across 19 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 Block6700 hits · 5378 pts

Severity	File	Line	Snippet	Context
LOW	config.def.h	21	#include <boolean.h>	COMMENT
LOW	config.def.h	41	#if defined(_3DS)	COMMENT
LOW	config.def.h	61		COMMENT
LOW	config.def.h	81	#if defined(RARCH_MOBILE)	COMMENT
LOW	config.def.h	101	* we need to extract to a user-writable directory on first boot.	COMMENT
LOW	config.def.h	201	#define DEFAULT_ACCESSIBILITY_NARRATOR_SPEECH_SPEED 5	COMMENT
LOW	config.def.h	221	#define DEFAULT_MOUSE_ENABLE true	COMMENT
LOW	config.def.h	321	#define DEFAULT_WINDOW_SAVE_POSITIONS false	COMMENT
LOW	config.def.h	341	#define DEFAULT_WINDOW_HEIGHT 720	COMMENT
LOW	config.def.h	361		COMMENT
LOW	config.def.h	421	#define DEFAULT_MAX_SWAPCHAIN_IMAGES 3	COMMENT
LOW	config.def.h	721	#elif defined(RARCH_CONSOLE)	COMMENT
LOW	config.def.h	761	#define DEFAULT_CORE_SUGGEST_ALWAYS false	COMMENT
LOW	config.def.h	781		COMMENT
LOW	config.def.h	801		COMMENT
LOW	config.def.h	821	#define DEFAULT_INPUT_OVERLAY_MOUSE_SPEED 1.0f	COMMENT
LOW	config.def.h	841	#include "menu/menu_defines.h"	COMMENT
LOW	config.def.h	861	#define DEFAULT_OZONE_FONT_SCALE_FACTOR_TITLE 1.0f	COMMENT
LOW	config.def.h	881	#define DEFAULT_SETTINGS_SHOW_SAVING true	COMMENT
LOW	config.def.h	901	#define DEFAULT_QUICK_MENU_SHOW_CLOSE_CONTENT true	COMMENT
LOW	config.def.h	921	#define DEFAULT_QUICK_MENU_SHOW_INFORMATION true	COMMENT
LOW	config.def.h	941	#define DEFAULT_MENU_SHOW_EJECT_DISC true	COMMENT
LOW	config.def.h	961	#ifdef HAVE_MIST	COMMENT
LOW	config.def.h	1001	#define DEFAULT_MENU_SCREENSAVER_ANIMATION MENU_SCREENSAVER_BLANK	COMMENT
LOW	config.def.h	1021	#if defined(_3DS)	COMMENT
LOW	config.def.h	1041	#define DEFAULT_XMB_VERTICAL_FADE_FACTOR 100	COMMENT
LOW	config.def.h	1061	#define DEFAULT_XMB_THEME XMB_THEME_ELECTRIC_BLUE	COMMENT
LOW	config.def.h	1081	#define DEFAULT_SHOW_ADVANCED_SETTINGS true	COMMENT
LOW	config.def.h	1101	#define DEFAULT_RGUI_PARTICLE_EFFECT RGUI_PARTICLE_EFFECT_NONE	COMMENT
LOW	config.def.h	1121	#define DEFAULT_SORT_SAVEFILES_ENABLE true	COMMENT
LOW	config.def.h	1141	#define DEFAULT_MENU_TOGGLE_GAMEPAD_COMBO INPUT_COMBO_DOWN_Y_L_R	COMMENT
LOW	config.def.h	1161	#define DEFAULT_OVERLAY_SHOW_INPUTS OVERLAY_SHOW_INPUT_TOUCHED	COMMENT
LOW	config.def.h	1181		COMMENT
LOW	config.def.h	1201	#elif defined(PS2)	COMMENT
LOW	config.def.h	1281	#define DEFAULT_REFRESH_RATE (60 / 1.001f)	COMMENT
LOW	config.def.h	1301	#define DEFAULT_BOTTOM_FONT_COLOR 255	COMMENT
LOW	config.def.h	1321	#define DEFAULT_AUDIO_ENABLE_MENU_BGM false	COMMENT
LOW	config.def.h	1401	#define DEFAULT_NOTIFICATION_SHOW_NETPLAY_EXTRA false	COMMENT
LOW	config.def.h	1501	/* Default audio volume of the audio mixer in dB. (0.0 dB == unity gain). */	COMMENT
LOW	config.def.h	1741	/* Default to disabled on I/O-constrained platforms */	COMMENT
LOW	config.def.h	1761	#define DEFAULT_SAVESTATE_FILE_COMPRESSION true	COMMENT
LOW	config.def.h	1821		COMMENT
LOW	config.def.h	1961	#define DEFAULT_ANALOG_OUTER_DEADZONE 0.0f	COMMENT
LOW	config.def.h	1981	#if defined(ANDROID)	COMMENT
LOW	config.def.h	2021	#else	COMMENT
LOW	config.def.h	2041	#else	COMMENT
LOW	config.def.h	2061	#define DEFAULT_MENU_ICON_THUMBNAILS_DEFAULT 0	COMMENT
LOW	config.def.h	2081		COMMENT
LOW	config.def.h	2101	#define DEFAULT_DESKTOP_MENU_SUGGEST_LOADED_CORE_FIRST false	COMMENT
LOW	config.def.h	2121	#define DEFAULT_CONTENT_RUNTIME_LOG false	COMMENT
LOW	config.def.h	2141	#if defined(_WIN32) && !defined(_XBOX) && !defined(__WINRT__)	COMMENT
LOW	config.def.h	2161	#if defined(ANDROID) \|\| TARGET_OS_IPHONE	COMMENT
LOW	config.def.h	2181	#ifdef HAVE_VULKAN	COMMENT
LOW	config.def.h	2201		COMMENT
LOW	config.def.h	2221	#elif defined(ANDROID_X86)	COMMENT
LOW	config.def.h	2241	#elif defined(__aarch64__)	COMMENT
LOW	config.def.h	2261	#endif	COMMENT
LOW	config.def.h	2281	#elif _MSC_VER == 1310	COMMENT
LOW	config.def.h	2301	#define DEFAULT_BUILDBOT_SERVER_URL "http://buildbot.libretro.com/nightly/linux/armhf/latest/"	COMMENT
LOW	config.def.h	2321	#define DEFAULT_DISCORD_APP_ID "475456035851599874"	COMMENT
6640 more matches not shown…

Cross-Language Confusion198 hits · 1215 pts

Severity	File	Line	Snippet	Context
HIGH⚡	tools/settings_migrate_group.py	833	r = run("cd intl && python3 h2json.py msg_hash_us.h")	STRING
HIGH⚡	tools/settings_migrate_group.py	836	run("rm -rf /tmp/base && mkdir -p /tmp/base/intl /tmp/base/settings")	STRING
HIGH⚡	tools/settings_migrate_group.py	840	run("cd /tmp/base/intl && python3 h2json.py msg_hash_us.h")	STRING
HIGH	tools/stack_chain.py	43	mkdir ci && cd ci	STRING
HIGH	tools/ci_apt_check.py	52	command -v x \|\| sudo apt-get install -y -qq x	CODE
HIGH	tools/ci_apt_check.py	70	'command -v x \|\| sudo apt-get install -y -qq x']	STRING
HIGH	tools/msg_hash_name_harness.py	152	put_escaped(s ? s : "(null)");	CODE
HIGH	tools/test_video_decode_interface.py	44	assert(old.iface.open && old.iface.decode && old.iface.drain && old.iface.close);	CODE
HIGH	tools/test_video_decode_interface.py	47	assert(current.decode_ex && current.drain_ex && current.get_frame);	CODE
HIGH⚡	tools/test_video_decode_interface.py	62	assert(*position+n<=end && n+4<65536);	CODE
HIGH⚡	tools/test_video_decode_interface.py	70	result=iface->get_gpu_frame(decoder,&gpu);assert(result==2 && readbacks==before);	CODE
HIGH⚡	tools/test_video_decode_interface.py	72	assert(result==1 && gpu.image && gpu.width && gpu.height && gpu.abandon);	CODE
HIGH⚡	tools/test_video_decode_interface.py	74	assert(iface->get_gpu_frame(decoder,&duplicate)==-1 && readbacks==before);	CODE
HIGH	tools/test_video_decode_interface.py	104	assert(iface.get_frame==NULL \|\| iface.get_frame(decoder,&frame)==-1);	CODE
HIGH	tools/test_video_decode_interface.py	114	assert(n>0 && pos+n<=packet.size && au_size+n+4<1024*1024);	CODE
HIGH⚡	tools/test_video_decode_interface.py	126	assert(result==0 \|\| result==1);	CODE
HIGH⚡	tools/test_video_decode_interface.py	130	assert(!frame.planes[0] && frame.width && frame.height && frame.hardware);	CODE
HIGH⚡	tools/test_video_decode_interface.py	134	assert(iface.get_frame(decoder,&frame)==1 && readbacks==before+1);	CODE
HIGH⚡	tools/test_video_decode_interface.py	157	assert(iface.get_frame(decoder,&frame)==1 && readbacks==before+1);	CODE
HIGH⚡	tools/test_video_decode_interface.py	160	assert((deferred==2 \|\| frame.planes[0]) && frame.hardware);shown++;	CODE
HIGH⚡	tools/test_video_decode_interface.py	166	assert(!fake.errors && readbacks==(deferred==2?0:shown));	CODE
HIGH	tools/test_video_decode_interface.py	177	gpu=decode_stream(argv[1],2);assert(eager==deferred && eager==gpu && eager==24);	CODE
HIGH	tools/ci_local.py	1674	("github.event.pull_request.number \|\| github.ref", 'refs/heads/master'),	CODE
HIGH	tools/ci_local.py	1676	("matrix.n == '' && 15 \|\| 40", 40.0),	CODE
HIGH	tools/ci_local.py	1718	test "${{ matrix.a }}" = x \|\| test "${{ matrix.extra }}" = more	CODE
HIGH⚡	tools/gen_lbl_str.py	82	self.push('defined(%s)' % s[7:].strip())	CODE
HIGH⚡	tools/gen_lbl_str.py	84	self.push('!defined(%s)' % s[8:].strip())	CODE
HIGH⚡	tools/gen_lbl_str.py	86	self.push(s[4:].strip())	CODE
HIGH	samples/menu/entry_alloc/run.py	15	end = s.index(' if (mlist && mlist->size)', start)	CODE
HIGH	samples/menu/entry_alloc/run.py	59	assert(!continued && !live && list.size == 1);	CODE
HIGH	samples/gfx/d3d_p010_import/hdr_reference.py	78	' if (r[0] == depth && r[1] == full && r[2] == transfer',	CODE
HIGH	samples/gfx/d3d_p010_import/hdr_reference.py	79	' && r[3] == y && r[4] == u && r[5] == v)', ' {',	CODE
HIGH	samples/gfx/dxgi_present/run.py	40	reuse_start = frontend.index(" if (vk->dxgi_presenter && ra_vulkan_dxgi_resize(")	CODE
HIGH⚡	samples/gfx/display_servers/resolution_result_test.py	184	assert(applies == (i == 0 \|\| i == 5 \|\| i == 6));	CODE
HIGH⚡	samples/gfx/display_servers/resolution_result_test.py	186	if (i == 1) assert(!tests && enumerated == 3);	CODE
HIGH⚡	samples/gfx/display_servers/resolution_result_test.py	189	assert(!serv.modes && current_modes[0].dmDisplayFrequency == 60);	CODE
HIGH	samples/gfx/display_servers/resolution_result_test.py	200	assert(serv.modes && serv.modes->next);	CODE
HIGH	samples/gfx/display_servers/resolution_result_test.py	240	assert(!serv.modes && current_modes[0].dmDisplayFrequency == 144);	CODE
HIGH	samples/gfx/display_servers/resolution_result_test.py	267	assert(applies == (i == 0 \|\| i == 5));	CODE
HIGH	samples/gfx/display_servers/resolution_result_test.py	309	assert(lease && current_modes[0].dmDisplayFrequency == 120);	CODE
HIGH	samples/gfx/display_servers/resolution_result_test.py	313	assert(!serv.modes && current_modes[0].dmDisplayFrequency == 75);	CODE
HIGH⚡	samples/gfx/display_servers/error_scope_test.py	56	assert(trapped.xerrors == 2 && forwarded == 0);	CODE
HIGH⚡	samples/gfx/display_servers/error_scope_test.py	58	assert(trapped.xerrors == 2 && forwarded == 1);	CODE
HIGH⚡	samples/gfx/display_servers/error_scope_test.py	60	assert(x11_ml_error_handler(&own, &error) == 17 && forwarded == 2);	CODE
HIGH⚡	samples/gfx/display_servers/error_scope_test.py	62	assert(x11_ml_error_handler(&other, &error) == 0 && forwarded == 2);	CODE
HIGH	samples/gfx/display_servers/x11_refresh_lease_test.py	103	{ (void)d; (void)r; return o >= 10 && o <= 12 && !disconnected ? &output_info[o-10] : NULL; }	CODE
HIGH	samples/gfx/display_servers/x11_refresh_lease_test.py	106	{ (void)d; (void)r; return c >= 100 && c <= 101 ? &heads[c-100] : NULL; }	CODE
HIGH	samples/gfx/display_servers/x11_refresh_lease_test.py	142	assert(head->x == x && head->y == y && head->rotation == rotation);	CODE
HIGH	samples/gfx/display_servers/x11_refresh_lease_test.py	143	assert(count == head->noutput && out == head->outputs);	CODE
HIGH⚡	samples/gfx/display_servers/x11_refresh_lease_test.py	212	assert(owner_updates==2 && owner_changed && !video_driver_st.window_refresh_known);	CODE
HIGH⚡	samples/gfx/display_servers/x11_refresh_lease_test.py	215	assert(owner_updates==3 && !owner_changed && video_driver_st.window_refresh_known);	CODE
HIGH⚡	samples/gfx/display_servers/x11_refresh_lease_test.py	218	assert(owner_updates==4 && owner_changed && !video_media_refresh_output_changed);	CODE
HIGH⚡	samples/gfx/display_servers/x11_refresh_lease_test.py	220	assert(owner_updates==4 && owner_resets==1);	CODE
HIGH⚡	samples/gfx/display_servers/x11_refresh_lease_test.py	260	assert(lease && heads[0].mode==2 && heads[1].mode==1 && calls==1);	CODE
HIGH⚡	samples/gfx/display_servers/x11_refresh_lease_test.py	268	assert(heads[0].mode==1 && heads[1].mode==1 && calls==2 && allocations==0);	CODE
HIGH⚡	samples/gfx/display_servers/x11_refresh_lease_test.py	270	assert(lease && lease->crtc==101 && heads[0].mode==1 && heads[1].mode==2);	CODE
HIGH⚡	samples/gfx/display_servers/x11_refresh_lease_test.py	272	assert(heads[0].mode==1 && heads[1].mode==1);	CODE
HIGH⚡	samples/gfx/display_servers/x11_refresh_lease_test.py	274	assert(lease && heads[0].mode==4);	CODE
HIGH⚡	samples/gfx/display_servers/x11_refresh_lease_test.py	280	assert(heads[0].mode==3 && calls==1);	CODE
HIGH⚡	samples/gfx/display_servers/x11_refresh_lease_test.py	284	assert(heads[0].mode==2 && calls==1);	CODE
138 more matches not shown…

AI Slop Vocabulary181 hits · 570 pts

Severity	File	Line	Snippet	Context
MEDIUM	tools/settings_migrate_group.py	705	# and the session harness and are exercised on real migrations.	STRING
MEDIUM	tools/companion_cocoa_test_macos.sh	2	# The Cocoa companion harness on a real Mac: the same	COMMENT
MEDIUM	tools/companion_cocoa_test.sh	2	# Regression harness for the Cocoa companion, on Linux: the real	COMMENT
MEDIUM	tools/call_arity_check.py	138	# A harness stub deliberately declares a platform function with a	COMMENT
MEDIUM	tools/libretro-common-link-check.sh	2	# Builds every sample and tool harness in the tree that compiles a given	COMMENT
MEDIUM	tools/companion_win32_test.sh	2	# Regression harness for the Win32 companion, on Linux: the real	COMMENT
MEDIUM	tools/companion_win32_test.sh	65	# on stderr is dropped; the harness prints to stdout.	COMMENT
MEDIUM	libretro-db/samples/libretrodb/sweep.sh	11	# holding .rdb files and the matching harness sources adds the	COMMENT
MEDIUM	samples/settings/verbosity_toggle/build.sh	2	# Builds the menu verbosity-toggle transition harness.	COMMENT
MEDIUM	samples/settings/verbosity_toggle/build.sh	19	# retroarch.c is recompiled here with main renamed, so the harness can	COMMENT
MEDIUM	samples/settings/verbosity_toggle/build.sh	22	# own command lines, taken from make -n, so the harness cannot drift	COMMENT
MEDIUM	samples/settings/verbosity_toggle/build.sh	49	# way, once for the harness itself, so both are built exactly the way	COMMENT
MEDIUM	samples/settings/packed_rows/build.sh	2	# Builds the menu packed-row settings harness.	COMMENT
MEDIUM	samples/settings/packed_rows/build.sh	17	# retroarch.c is recompiled here with main renamed, so the harness can	COMMENT
MEDIUM	samples/settings/packed_rows/build.sh	20	# own command lines, taken from make -n, so the harness cannot drift	COMMENT
MEDIUM	samples/settings/packed_rows/build.sh	47	# way, once for the harness itself, so both are built exactly the way	COMMENT
MEDIUM	samples/tasks/exit_drain/build.sh	2	# Builds the exit-path task-drain harness.	COMMENT
MEDIUM	samples/tasks/exit_drain/build.sh	19	# retroarch.c is recompiled here with main renamed, so the harness can	COMMENT
MEDIUM	samples/tasks/exit_drain/build.sh	22	# own command lines, taken from make -n, so the harness cannot drift	COMMENT
MEDIUM	samples/tasks/exit_drain/build.sh	49	# way, once for the harness itself, so both are built exactly the way	COMMENT
MEDIUM	samples/tasks/content_load/build.sh	2	# Builds the staged content load harness.	COMMENT
MEDIUM	samples/tasks/content_load/build.sh	8	# The harness is meant to run under a sanitizer, so the build it links	COMMENT
MEDIUM	samples/tasks/content_load/build.sh	20	# from make -n, so the harness cannot drift from how the program is	COMMENT
MEDIUM	samples/tasks/content_load/build.sh	67	# The harness core: a plain shared library, no sanitizer, so that what	COMMENT
MEDIUM	samples/runloop/frontend_overhead/build.sh	2	# Builds the frontend-overhead harness.	COMMENT
MEDIUM	samples/runloop/frontend_overhead/build.sh	8	# The harness is meant to run under a sanitizer, so the build it links	COMMENT
MEDIUM	samples/runloop/frontend_overhead/build.sh	20	# from make -n, so the harness cannot drift from how the program is	COMMENT
MEDIUM	samples/runloop/frontend_overhead/build.sh	67	# The harness core: a plain shared library, no sanitizer, so that what	COMMENT
MEDIUM	samples/runloop/cloudsync_unload/build.sh	2	# Builds the cloud sync unload harness.	COMMENT
MEDIUM	samples/runloop/cloudsync_unload/build.sh	6	# task_push_cloud_sync, so the harness sees each sync the frontend	COMMENT
MEDIUM	samples/runloop/content_closing/build.sh	2	# Builds the menu playlist navigation harness.	COMMENT
MEDIUM	samples/runloop/content_closing/build.sh	20	# retroarch.c is recompiled here with main renamed, so the harness can	COMMENT
MEDIUM	samples/runloop/content_closing/build.sh	23	# own command lines, taken from make -n, so the harness cannot drift	COMMENT
MEDIUM	samples/runloop/content_closing/build.sh	50	# way, once for the harness itself, so both are built exactly the way	COMMENT
MEDIUM	samples/frontend/log_atomicity/build.sh	2	# Builds the concurrent log-line integrity harness.	COMMENT
MEDIUM	samples/frontend/log_atomicity/build.sh	19	# retroarch.c is recompiled here with main renamed, so the harness can	COMMENT
MEDIUM	samples/frontend/log_atomicity/build.sh	22	# own command lines, taken from make -n, so the harness cannot drift	COMMENT
MEDIUM	samples/frontend/log_atomicity/build.sh	49	# way, once for the harness itself, so both are built exactly the way	COMMENT
MEDIUM	samples/frontend/logger_macros/build.sh	2	# Logger-macro capture harness: compiles verbosity.h under the four	COMMENT
MEDIUM	samples/openxr/e2e/test_run.py	11	# Under another name: run.py imports the views harness's run module.	COMMENT
MEDIUM	samples/input/test_input/test_autoconf.sh	17	# fragment grep is both correct and robust, where a whole-line	COMMENT
MEDIUM	samples/network/command_frames/build.sh	49	# The harness core: a plain shared library, no sanitizer, so that what	COMMENT
MEDIUM	samples/audio/mixer_retirement/build.sh	2	# Builds the mixer add-stream init-window harness.	COMMENT
MEDIUM	samples/audio/mixer_retirement/build.sh	19	# retroarch.c is recompiled here with main renamed, so the harness can	COMMENT
MEDIUM	samples/audio/mixer_retirement/build.sh	22	# own command lines, taken from make -n, so the harness cannot drift	COMMENT
MEDIUM	samples/audio/mixer_retirement/build.sh	49	# way, once for the harness itself, so both are built exactly the way	COMMENT
MEDIUM	samples/menu/monitor_index/build.sh	2	# Builds the Monitor Index dropdown harness.	COMMENT
MEDIUM	samples/menu/monitor_index/build.sh	17	# taken from make -n, so the harness cannot drift away from how the	COMMENT
MEDIUM	samples/menu/playlists_scan/build.sh	2	# Builds the Playlists-tab Scan harness.	COMMENT
MEDIUM	samples/menu/playlists_scan/build.sh	15	# retroarch.c is recompiled here with main renamed, so the harness can	COMMENT
MEDIUM	samples/menu/playlists_scan/build.sh	18	# own command lines, taken from make -n, so the harness cannot drift	COMMENT
MEDIUM	samples/menu/playlists_scan/build.sh	46	# way, once for the harness itself, so both are built exactly the way	COMMENT
MEDIUM	samples/menu/ozone_sublabel_scroll/build.sh	2	# Builds the ozone sublabel scroll harness.	COMMENT
MEDIUM	samples/menu/ozone_sublabel_scroll/build.sh	5	# built RetroArch with only main() replaced. The harness also	COMMENT
MEDIUM	samples/menu/core_info_page/build.sh	2	# Builds the core info page harness.	COMMENT
MEDIUM	samples/menu/core_info_page/build.sh	44	# rarch_main() with the application up; the harness keeps that main	COMMENT
MEDIUM	samples/menu/core_info_page/build.sh	46	# Elsewhere main() is retroarch.c's and the harness's own replaces it.	COMMENT
MEDIUM	samples/menu/mouse_click/build.sh	2	# Builds the menu mouse harness.	COMMENT
MEDIUM	samples/menu/mouse_click/build.sh	17	# retroarch.c is recompiled here with main renamed, so the harness can	COMMENT
MEDIUM	samples/menu/mouse_click/build.sh	20	# own command lines, taken from make -n, so the harness cannot drift	COMMENT
121 more matches not shown…

Deep Nesting157 hits · 142 pts

Severity	File	Line	Context
LOW	tools/rslc-hlsl-check.py	38	CODE
LOW	tools/rslc-hlsl-check.py	96	CODE
LOW	tools/settings_migrate_group.py	99	CODE
LOW	tools/settings_migrate_group.py	270	CODE
LOW	tools/rslc-corpus-check.py	41	CODE
LOW	tools/rslc-corpus-check.py	158	CODE
LOW	tools/cg2glsl.py	45	CODE
LOW	tools/cg2glsl.py	127	CODE
LOW	tools/cg2glsl.py	323	CODE
LOW	tools/cg2glsl.py	361	CODE
LOW	tools/cg2glsl.py	651	CODE
LOW	tools/rslc-glsl-check.py	42	CODE
LOW	tools/ci_apt_check.py	27	CODE
LOW	tools/msg_hash_name_harness.py	34	CODE
LOW	tools/packed_field_check.py	27	CODE
LOW	tools/packed_field_check.py	48	CODE
LOW	tools/packed_field_check.py	60	CODE
LOW	tools/rslc-cafe-check.py	47	CODE
LOW	tools/wdmks_abi_guids.py	79	CODE
LOW	tools/call_arity_check.py	43	CODE
LOW	tools/call_arity_check.py	73	CODE
LOW	tools/call_arity_check.py	88	CODE
LOW	tools/call_arity_check.py	104	CODE
LOW	tools/ci_local.py	109	CODE
LOW	tools/ci_local.py	1551	CODE
LOW	tools/ci_local.py	1911	CODE
LOW	tools/ci_local.py	190	CODE
LOW	tools/ci_local.py	323	CODE
LOW	tools/ci_local.py	340	CODE
LOW	tools/ci_local.py	395	CODE
LOW	tools/ci_local.py	444	CODE
LOW	tools/ci_local.py	484	CODE
LOW	tools/ci_local.py	670	CODE
LOW	tools/ci_local.py	709	CODE
LOW	tools/ci_local.py	1470	CODE
LOW	tools/stack_budget.py	311	CODE
LOW	tools/thread_read_audit.py	180	CODE
LOW	tools/thread_read_audit.py	221	CODE
LOW	tools/thread_read_audit.py	363	CODE
LOW	tools/thread_read_audit.py	396	CODE
LOW	tools/rslc-census.py	120	CODE
LOW	tools/rslc-census.py	280	CODE
LOW	tools/gen_lbl_str.py	226	CODE
LOW	tools/gen_lbl_str.py	79	CODE
LOW	tools/viewport_shadow_check.py	41	CODE
LOW	tools/viewport_shadow_check.py	70	CODE
LOW	tools/bitmapfont_convert.py	59	CODE
LOW	tools/bitmapfont_convert.py	85	CODE
LOW	tools/rslc-pp-check.py	35	CODE
LOW	tools/rslc-pp-check.py	87	CODE
LOW	tools/android_elf_alignment.py	64	CODE
LOW	tools/ra_stress.py	869	CODE
LOW	tools/ra_stress.py	685	CODE
LOW	tools/vulkan_loader_generator.py	11	CODE
LOW	intl/json2h.py	36	CODE
LOW	intl/json2h.py	236	CODE
LOW	intl/json2h.py	272	CODE
LOW	intl/json2h.py	293	CODE
LOW	intl/json2h.py	338	CODE
LOW	intl/json2h.py	43	CODE
97 more matches not shown…

Decorative Section Separators45 hits · 135 pts

Severity	File	Line	Snippet	Context
MEDIUM	tools/ci_local.py	49	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci_local.py	51	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci_local.py	513	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci_local.py	515	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci_local.py	816	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci_local.py	818	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci_local.py	1018	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci_local.py	1020	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci_local.py	1439	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci_local.py	1441	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci_local.py	1620	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci_local.py	1622	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ci_local.py	1909	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ra_stress.py	324	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ra_stress.py	326	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ra_stress.py	392	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ra_stress.py	394	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ra_stress.py	512	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ra_stress.py	514	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ra_stress.py	743	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ra_stress.py	745	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ra_stress.py	786	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ra_stress.py	788	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ra_stress.py	865	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ra_stress.py	867	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ra_stress.py	914	# --------------------------------------------------------------------------	COMMENT
MEDIUM	tools/ra_stress.py	916	# --------------------------------------------------------------------------	COMMENT
MEDIUM	intl/json2h.py	209	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	intl/json2h.py	232	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	samples/input/test_input/test_autoconf.sh	110	# ---------------------------------------------------------------	COMMENT
MEDIUM	samples/input/test_input/test_autoconf.sh	133	# ---------------------------------------------------------------	COMMENT
MEDIUM	samples/input/test_input/test_autoconf.sh	142	# ---------------------------------------------------------------	COMMENT
MEDIUM	samples/input/test_input/test_autoconf.sh	159	# ---------------------------------------------------------------	COMMENT
MEDIUM	samples/input/test_input/test_autoconf.sh	170	# ---------------------------------------------------------------	COMMENT
MEDIUM	samples/input/test_input/test_autoconf.sh	179	# ---------------------------------------------------------------	COMMENT
MEDIUM	samples/input/test_input/test_autoconf.sh	191	# ---------------------------------------------------------------	COMMENT
MEDIUM	samples/input/test_input/test_autoconf.sh	211	# ---------------------------------------------------------------	COMMENT
MEDIUM	samples/input/test_input/test_autoconf.sh	266	# ---------------------------------------------------------------	COMMENT
MEDIUM	samples/input/test_input/test_autoconf.sh	311	# ---------------------------------------------------------------	COMMENT
MEDIUM	samples/input/test_input/test_autoconf.sh	376	# ---------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/Apple.yml	28	# ------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/Apple.yml	56	# ------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/Apple.yml	128	# ------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/Apple.yml	133	# ------------------------------------------------------------------	COMMENT
MEDIUM	…ns/example_translation/intl/core_option_translation.py	487	# ------------------------------------------------------------------------------------	COMMENT

Empty Error Handlers17 hits · 85 pts

Severity	File	Line	Snippet	Context
HIGH	tools/rslc-hlsl-check.py	85	except OSError:	CODE
HIGH	tools/packed_field_check.py	79	except OSError:	CODE
HIGH	tools/call_arity_check.py	134	except OSError:	CODE
HIGH	tools/ci_local.py	1195	except (Unresolved, ExprError):	CODE
HIGH	tools/ci_local.py	1354	except (OSError, subprocess.TimeoutExpired):	CODE
HIGH	tools/stack_budget.py	216	except ValueError:	CODE
HIGH	tools/sublabel_map_check.py	117	except ValueError:	CODE
HIGH	tools/msvc2005_dialog_check.py	50	except AssertionError:	CODE
HIGH	samples/openxr/e2e/run.py	464	except subprocess.TimeoutExpired:	CODE
HIGH	samples/network/nfs_retro/fake_nfs42.py	288	except (EOFError, ConnectionError):	CODE
HIGH	samples/network/cheevos_login/mock_ra_server.py	76	except (OSError, ssl.SSLError):	CODE
HIGH	samples/network/cheevos_login/mock_ra_server.py	81	except OSError:	CODE
HIGH	samples/gfx/menu_wine/swfb.py	185	except subprocess.TimeoutExpired:	CODE
HIGH	samples/cores/video_views/e2e/run.py	882	except OSError:	CODE
HIGH	samples/cores/video_views/e2e/run.py	1069	except subprocess.TimeoutExpired:	CODE
HIGH	libretro-common/test/fuzz/relay.py	16	except OSError: pass	CODE
HIGH	libretro-common/test/fuzz/relay.py	18	except OSError: pass	CODE

Hyper-Verbose Identifiers32 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	tools/settings_check_test.py	42	def test_extract_keeps_call_order(self):	CODE
LOW	samples/openxr/e2e/run.py	852	def check_tracked_recenter_eyes(res):	CODE
LOW	samples/openxr/e2e/run.py	860	def check_tracked_recenter_paused(space, screens=True):	CODE
LOW	samples/openxr/e2e/run.py	935	def check_tracked_runtime_recenter(res):	CODE
LOW	samples/openxr/e2e/run.py	1084	def check_tracked_reinit_recentered(space):	CODE
LOW	samples/openxr/e2e/run.py	1114	def check_tracked_reinit_resized(res):	CODE
LOW	samples/openxr/e2e/run.py	1136	def check_tracked_recenter_unlocated(res):	CODE
LOW	samples/openxr/e2e/run.py	1143	def check_tracked_reinit_paused(shown, space):	CODE
LOW	samples/openxr/e2e/run.py	2317	def check_input_device_second(res):	CODE
LOW	samples/openxr/e2e/run.py	2370	def check_input_hotkeys_separate(res):	CODE
LOW	samples/openxr/e2e/run.py	2478	def check_input_sync_unfocused(res):	CODE
LOW	samples/openxr/e2e/run.py	3020	def check_placement_follow_laser(res):	CODE
LOW	samples/openxr/e2e/run.py	3397	def check_menu_click_rgui_views(res):	CODE
LOW	samples/openxr/e2e/run.py	4777	def check_edit_release_moving(res):	CODE
LOW	samples/openxr/e2e/run.py	5135	def check_edit_outlines_flush(res):	CODE
LOW	samples/openxr/e2e/run.py	8488	def check_window_menu_overlay(res):	CODE
LOW	samples/openxr/e2e/run.py	8508	def check_window_recenter_menu(res):	CODE
LOW	samples/openxr/e2e/run.py	8548	def check_tracked_window_menu(res):	CODE
LOW	samples/openxr/e2e/run.py	8568	def check_tracked_window_fallback(res):	CODE
LOW	samples/openxr/e2e/run.py	8594	def check_tracked_flat_native(res):	CODE
LOW	samples/gfx/drm_vkms_live/fetch_debs_test.py	56	def test_stalled_mirror_uses_https_and_signed_index_hashes(self):	STRING
LOW	samples/gfx/drm_vkms_live/fetch_debs_test.py	69	def test_failed_or_bad_hash_download_fails(self):	STRING
LOW	samples/gfx/drm_vkms_live/fetch_debs_test.py	73	def test_missing_metadata_fails(self):	STRING
LOW	samples/cores/video_views/e2e/test_wm_ready.py	26	def test_waits_for_a_managed_client(self):	CODE
LOW	samples/cores/video_views/e2e/test_wm_ready.py	38	def test_identity_property_is_not_management(self):	CODE
LOW⚡	samples/cores/video_views/e2e/test_wm_ready.py	51	def test_probe_timeout_releases_client(self):	CODE
LOW⚡	samples/cores/video_views/e2e/test_wm_ready.py	58	def test_start_requires_probe_success(self):	CODE
LOW⚡	samples/cores/video_views/e2e/test_wm_ready.py	68	def test_unresponsive_manager_is_released(self):	CODE
LOW	samples/cores/video_views/e2e/test_wm_ready.py	85	def test_exited_manager_cannot_borrow_readiness(self):	CODE
LOW	samples/cores/video_views/e2e/test_wm_ready.py	97	def test_exited_server_cannot_borrow_readiness(self):	CODE
LOW	samples/cores/video_views/e2e/test_wm_ready.py	111	def test_server_without_socket_is_killed_and_released(self):	CODE
LOW	pkg/emscripten/libretro-thread/libretro.worker.js	24	function handleNoReturnProxyFunction(func, args) {	CODE

Excessive Try-Catch Wrapping20 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW	tools/cg2glsl.py	691	except Exception as e:	CODE
LOW	tools/cg2glsl.py	710	except Exception as e:	CODE
MEDIUM	tools/ci_local.py	1494	def add_file_text(self, path, via, depth):	CODE
LOW	tools/ci_local.py	1859	except Exception as e:	CODE
LOW	tools/ci_local.py	1878	except Exception as e:	CODE
LOW	tools/ci_local.py	1897	except Exception as e:	CODE
LOW	tools/gen_lbl_str.py	152	except Exception:	CODE
LOW	samples/network/mcp_server/stdio_e2e.py	227	except Exception:	CODE
LOW	samples/cores/video_views/e2e/run.py	1009	except Exception:	CODE
LOW	libretro-common/tools/chd/chd_cd_test.py	96	except Exception: mine=None	CODE
MEDIUM	…le_categories/conversion_scripts/v1_to_v2_converter.py	413	print('An error occurred! Please make sure to use the complete v1 struct! (' + file + ')')	CODE
MEDIUM	…le_categories/conversion_scripts/v1_to_v2_converter.py	418	print('Something went wrong with reading or writing files!')	CODE
LOW	…ions/example_translation/intl/crowdin_source_upload.py	78	except Exception as e:	CODE
LOW	…/core_options/example_translation/intl/initial_sync.py	87	except Exception as e:	CODE
LOW	…options/example_translation/intl/v1_to_v2_converter.py	473	except Exception as e:	CODE
LOW	…ample_translation/intl/crowdin_translation_download.py	78	except Exception as e:	CODE
LOW	libretro-common/samples/net/rtmp/session_peer.py	67	except Exception as error:	CODE
LOW	libretro-common/samples/net/rtmp/session_peer.py	95	except Exception:	CODE
LOW	libretro-common/samples/net/rtmp/session_peer.py	145	except Exception:	CODE
MEDIUM	libretro-common/samples/net/rtmp/session_peer.py	54	def read_frames():	CODE

Cross-File Repetition3 hits · 15 pts

Severity	File	Snippet	Context
HIGH	libretro-common/glsym/glgen.py	license statement applies to this file (xglgen.py) only. permission is hereby granted, free of charge, to any person obt	STRING
HIGH	libretro-common/glsym/rglgen.py	license statement applies to this file (xglgen.py) only. permission is hereby granted, free of charge, to any person obt	STRING
HIGH	libretro-common/glsym/xglgen.py	license statement applies to this file (xglgen.py) only. permission is hereby granted, free of charge, to any person obt	STRING

Unused Imports12 hits · 12 pts

Severity	File	Line	Context
LOW	tools/gen_d3d11_deferred_proxy.py	5	CODE
LOW	tools/msg_hash_name_harness.py	24	CODE
LOW	tools/msg_hash_name_harness.py	57	CODE
LOW	tools/companion_gap_audit.py	7	CODE
LOW	samples/record/mediacodec_encode/draw_pixels.py	4	CODE
LOW	samples/record/mp4_mux/run.py	5	CODE
LOW	samples/network/nfs_retro/fake_nfs42.py	19	CODE
LOW	samples/gfx/menu_wine/run.py	36	CODE
LOW	samples/gfx/threaded_video/menu_framebuffer.py	5	CODE
LOW	libretro-common/glsym/glgen.py	23	CODE
LOW	libretro-common/glsym/xglgen.py	23	CODE
LOW	libretro-common/glsym/rglgen.py	23	CODE

Example Usage Blocks7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	tools/mingw_syntax_check.sh	12	# Usage:	COMMENT
LOW	tools/libretro-common-link-check.sh	14	# Usage:	COMMENT
LOW	tools/ci_configure_link_check.sh	12	# Usage:	COMMENT
LOW	tools/wiiu_syntax_check.sh	13	# Usage:	COMMENT
LOW	…input/test_input/testinput_device_reservation_test.cfg	4	# Usage:	COMMENT
LOW	…nput/test_input/testinput_device_reservation_test2.cfg	4	# Usage:	COMMENT
LOW	…/input/test_input/testinput_alternative_autoconfig.cfg	4	# Usage:	COMMENT

Fake / Example Data8 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	samples/input/joypad_slots/joypad_slots_test.c	121	static const char fake_name(void data)	CODE
LOW	samples/input/joypad_slots/joypad_slots_test.c	133	fake_buttons, fake_axis, fake_name, NULL,	CODE
LOW⚡	libretro-common/test/string/test_stdstring.c	182	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam nec "	CODE
LOW⚡	libretro-common/test/string/test_stdstring.c	182	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam nec "	CODE
LOW⚡	libretro-common/test/string/test_stdstring.c	191	"Lorem ipsum dolor sit amet, consectetur\n"	CODE
LOW⚡	libretro-common/test/string/test_stdstring.c	191	"Lorem ipsum dolor sit amet, consectetur\n"	CODE
LOW	…ring/word_wrap_overflow_test/word_wrap_overflow_test.c	81	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam "	CODE
LOW	…ring/word_wrap_overflow_test/word_wrap_overflow_test.c	81	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam "	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	…WebUploader.bundle/Contents/Resources/js/jquery.min.js	4	},a,b,arguments.length>1)},show:function(){return Wb(this,!0)},hide:function(){return Wb(this)},toggle:function(a){retur	CODE

Verbosity Indicators6 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	ui/drivers/cocoa/AppleTranslateBackend.swift	845	// Step 1: Perform OCR (can run on background thread)	COMMENT
LOW	ui/drivers/cocoa/AppleTranslateBackend.swift	939	// Step 2: Translate if needed	COMMENT
LOW	libretro-common/vfs/vfs_implementation.c	1996	/* We need to check if path is a directory */	COMMENT
LOW	libretro-common/vfs/vfs_implementation.c	2009	/* We need to check if path is a directory */	COMMENT
LOW	libretro-common/vfs/vfs_implementation.c	2021	/* We need to check if path is a directory */	COMMENT
LOW	libretro-common/vfs/vfs_implementation.c	2032	/* We need to check if path is a directory */	COMMENT

Modern AI Meta-Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/Linux-samples-audio.yml	1049	# and event-driven, one period per endpoint buffer, every period	COMMENT
MEDIUM	.github/workflows/scripts/hot-function-budget.sh	19	# runloop_iterate the frame's orchestration	COMMENT

Structural Annotation Overuse2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	ui/drivers/cocoa/AppleTranslateBackend.swift	845	// Step 1: Perform OCR (can run on background thread)	COMMENT
LOW	ui/drivers/cocoa/AppleTranslateBackend.swift	939	// Step 2: Translate if needed	COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	qb/qb.init.sh	70	# Check if the next argument starts with a dash	COMMENT

AI Structural Patterns1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…ns/example_translation/intl/core_option_translation.py	438		CODE

Overly Generic Function Names1 hit · 0 pts

Severity	File	Line	Snippet	Context
LOW	samples/gfx/slang_hdr_bindings/output_state.py	132	def helper(name):	STRING

libretro/RetroArch

Open-Source Code Quality, Security and Technical Debt Review