1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

46.0K

Stars

Shell

Language

394.8K

Lines of Code

3.6K

Files

292

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 3.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 190 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 55 finding(s).

Agent Over-Engineering Ratio 2.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 110 finding(s).

PR Review Velocity Impact 5.1/100 · LOW

Which changes need focused human review? 292 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 7MEDIUM 44LOW 241

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 292 distinct pattern matches across 12 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.

Hyper-Verbose Identifiers63 hits · 78 pts

Severity	File	Line	Snippet	Context
LOW	test/shell.d/input-acceptance-checks.py	18	def test_notifications_follow_process_ownership_across_restarts(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	85	def test_vconsole_variants_quotes_and_japanese_without_preference(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	95	def test_rerun_preserves_custom_multilingual_profile(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	103	def test_stock_profile_is_repaired_but_custom_single_keyboard_is_not(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	112	def test_existing_shortcuts_and_addon_options_are_preserved(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	123	def test_ctrl_space_is_removed_from_every_trigger_list(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	131	def test_generated_stock_shortcuts_are_repaired(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	139	def test_inherited_hotkeys_keep_fcitx_defaults_except_the_ctrl_space_toggle(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	146	def test_korean_right_alt_preference_reaches_fcitx_with_its_variant(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	155	def test_lao_preference_keeps_a_latin_fcitx_keyboard(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	159	def test_korean_preference_yields_to_a_later_keyboard_change(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	166	def test_seed_in_a_live_desktop_is_a_harmless_retry(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	174	def test_failed_seed_rolls_back_so_it_can_be_retried(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	182	def test_readiness_checks_the_dbus_array_payload_and_group(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	187	def test_migration_without_a_bus_keeps_written_activation_and_defaults(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	193	def test_live_migration_without_a_bus_does_not_restart_or_rewrite_profile(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	202	def test_migration_does_not_add_an_engine_the_old_daemon_cannot_load(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	212	def test_custom_keyboard_overrides_are_not_stock(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	216	def test_atomic_updates_keep_symlinks_and_modes(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	227	def test_input_preferences_are_data_and_invalid_values_fail(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	232	def test_font_fallback_does_not_replace_existing_preference(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	241	def test_hong_kong_cangjie_reaches_the_hong_kong_glyphs(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	247	def test_a_chosen_cjk_variant_replaces_the_seeded_one(self):	CODE
LOW⚡	test/shell.d/input-method-checks.py	257	def test_font_command_sets_seeds_and_clears_the_variant(self):	CODE
LOW	test/shell.d/input-method-checks.py	20	def test_pinyin_defaults_suppress_cloud_prompt(self):	CODE
LOW	test/shell.d/input-method-checks.py	26	def test_pinyin_prompt_suppression_preserves_existing_preferences(self):	CODE
LOW	test/shell.d/input-method-checks.py	55	def test_every_installer_engine_is_seeded_and_inactive(self):	CODE
LOW	test/shell.d/input-method-checks.py	72	def test_positional_engines_stay_on_qwerty_under_other_latin_layouts(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	44	def test_readding_input_keeps_its_original_override(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	50	def test_positional_engines_added_under_dvorak_keep_qwerty_positions(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	54	def test_a_new_leading_layout_redecides_only_omarchys_engine_overrides(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	62	def test_input_deselection_keeps_keyboard_and_selected_overrides(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	67	def test_input_changes_keep_the_switching_order(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	72	def test_failed_input_save_leaves_fonts_alone(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	80	def test_an_engine_installed_after_fcitx_started_loads_on_selection(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	89	def test_an_uninstalled_engine_names_its_package_without_restarting(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	97	def test_command_line_addition_appends_once(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	105	def test_a_cjk_language_adds_its_engine_only_to_a_keyboard_only_group(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	116	def test_a_cjk_language_without_fcitx_still_seeds_its_glyph_forms(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	123	def test_failed_font_write_restores_the_input_group(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	130	def test_cancellation_does_not_change_input_settings(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	135	def test_failed_input_save_restores_the_original_group(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	143	def test_picker_preselects_current_entries_and_returns_empty_selection(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	153	def test_apply_rejects_unknown_values(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	157	def test_immediate_selection_removes_an_input_and_accepts_keyboard_only(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	164	def test_keyboard_checks_reflect_normalized_selection(self):	CODE
LOW⚡	test/shell.d/typing-setup-checks.py	169	def test_keyboard_override_failure_preserves_symlink_and_restores_settings(self):	CODE
LOW	test/shell.d/typing-setup-checks.py	19	def test_variants_and_installer_binding_safety(self):	CODE
LOW	test/shell.d/typing-setup-checks.py	26	def test_keyboard_catalog_uses_installer_choices(self):	CODE
LOW	test/shell.d/typing-setup-checks.py	187	def test_keyboard_save_aligns_fcitx_and_preserves_language_overrides(self):	CODE
LOW	test/shell.d/hermes-desktop-install-test.sh	26	def _write_desktop_build_stamp(project_root, *, source_mode):	CODE
LOW	test/shell.d/agent-usage-codex-limits-test.sh	168	def fetch_across_login_change(home_dir=None, primary=True):	CODE
LOW	shell/plugins/panels/audio/Model.js	184	function streamRepresentsMprisPlayer(streamLabel, playerLabel) {	CODE
LOW	shell/plugins/panels/audio/Model.js	231	function unmatchedMprisStreamLabel(label, players, streams) {	CODE
LOW	shell/plugins/panels/bluetooth/Model.js	66	function bluetoothSinkMatchesDevice(node, device) {	CODE
LOW	shell/plugins/panels/weather/Model.js	180	function openMeteoCurrentCondition(dailyForecastReport) {	CODE
LOW	shell/plugins/panels/weather/Model.js	211	function weatherResponseCompletesSave(hasConfiguredCoordinates, source) {	CODE
LOW	shell/plugins/agents/collectors.py	1720	def claude_code_local_command(line: dict[str, Any]) -> str \| None:	CODE
LOW	shell/plugins/agents/collectors.py	1792	def read_claude_code_transcript(path: Path, entry: dict[str, Any] \| None) -> dict[str, Any]:	CODE
LOW	shell/plugins/agents/collectors.py	2008	def _claude_code_read_transcripts(files: list[Path], previous: dict[str, Any]) -> tuple[dict[str, Any], list[str], bool]	CODE
3 more matches not shown…

AI Slop Vocabulary26 hits · 74 pts

Severity	File	Line	Snippet	Context
MEDIUM	test/shell.d/factory-reset-limine-test.sh	371	# Prints the verdict, so a broken harness cannot pass for "not stale".	COMMENT
MEDIUM	test/shell.d/agent-usage-agy-harness-test.sh	3	# Antigravity signed in through another harness, with agy itself absent: the	COMMENT
MEDIUM	test/shell.d/agent-usage-agy-harness-test.sh	4	# record still carries the plan and limits, asked with that harness' token,	COMMENT
MEDIUM	test/shell.d/agent-usage-agy-harness-test.sh	107	# A lapsed token is renewed the next time its harness runs, so the limits are	COMMENT
MEDIUM	test/shell.d/install-language-test.sh	37	# world stubbed, so it is seen to elevate and notify nothing.	COMMENT
MEDIUM	test/shell.d/security-fido2-test.sh	61	# this harness.	COMMENT
MEDIUM	test/shell.d/agent-usage-local-scanner-test.sh	325	# A harness's route config can move its rows onto this machine without its	COMMENT
MEDIUM	test/shell.d/agent-usage-local-scanner-test.sh	326	# store changing, so the cached scan is kept only while every harness still	COMMENT
MEDIUM	test/shell.d/agent-usage-partition-test.sh	117	# and a hand-declared gateway; Kimchi harness sessions on its gateway,	COMMENT
MEDIUM	test/shell.d/agent-usage-partition-test.sh	140	# None means nobody may count it; "-" means the harness never records it.	COMMENT
MEDIUM	test/shell.d/agent-usage-partition-test.sh	369	# Kimchi's harness sessions, in pi's format: its own gateway routes are	COMMENT
MEDIUM	test/shell.d/agent-usage-partition-test.sh	867	# ------------------------------------------------------- harness provider ids	COMMENT
MEDIUM	test/shell.d/agent-usage-partition-test.sh	887	# (harness, provider, owner)	COMMENT
MEDIUM	test/shell.d/agent-usage-partition-test.sh	980	# ----------------------------------------------------- harness stores' routes	COMMENT
MEDIUM	test/shell.d/agent-usage-partition-test.sh	984	# the harness's own collector when its service billed it, by `local` on a	COMMENT
MEDIUM	test/shell.d/agent-usage-partition-test.sh	1226	# A local.json naming each harness's own id for a plan leaves every row to	STRING
MEDIUM	test/shell.d/agent-usage-partition-test.sh	1914	# own harness, opencode's `kimchi` provider, and the Claude Code and Codex	STRING
MEDIUM	test/shell.d/agent-usage-kimchi-test.sh	5	# own), and the pi-format sessions under its harness. The unused-machine	COMMENT
MEDIUM	test/shell.d/agent-usage-kimchi-test.sh	293	# Tokens come from assistant messages in the harness's pi session files:	COMMENT
MEDIUM	test/shell.d/agent-usage-kimchi-test.sh	336	# KIMCHI_CODING_AGENT_DIR moves the harness, as it does for the CLI.	COMMENT
MEDIUM	test/shell.d/agent-usage-kimchi-test.sh	352	# provider named kimchi, as pi 1.4.0 and omp 18.12.6 write them), harness	COMMENT
MEDIUM	test/shell.d/agent-usage-accounts-test.sh	164	# ------------------------------------------------------------------ harness	COMMENT
MEDIUM	test/shell.d/agent-usage-agy-limits-test.sh	6	# other harnesses are in agy-harness; local stats in agy-scanner. The	COMMENT
MEDIUM	test/shell.d/sudo-docker-test.sh	5	# session can reach the socket, which is what decides if a command must elevate.	COMMENT
MEDIUM	test/acceptance.d/shell-surfaces-test.sh	24	# Search and select an emoji. The host harness separately proves the shortcut	COMMENT
MEDIUM	shell/plugins/agents/collectors.py	1449	# The hosts a harness is pointed at in place of its own service, by the	COMMENT

Over-Commented Block68 hits · 65 pts

Severity	File	Line	Snippet	Context
LOW	install/hardware/fix-yt6801-ethernet-adapter.sh	1	# Fresh installs use the kernel's upstream dwmac-motorcomm driver and do not	COMMENT
LOW	install/hardware/bluetooth.sh	1	systemctl enable bluetooth.service	COMMENT
LOW	install/hardware/n1x.sh	1	# NVIDIA N1x laptop (GB10-class SoC, MediaTek CPU-side peripherals; first seen	COMMENT
LOW	install/hardware/n1x.sh	21	# see install/hardware/n1x.sh.	COMMENT
LOW	install/hardware/n1x.sh	41	# firmware hands over each core with its CPPC floor raised to its ceiling for a	COMMENT
LOW	install/hardware/n1x.sh	101	if (( ${#n1x_pkgbase_files[@]} != 1 )); then	COMMENT
LOW	install/hardware/speaker-tuning.sh	1	# Install the LV2 plugins that shipped speaker tunings need.	COMMENT
LOW	install/hardware/fix-synaptic-touchpad.sh	1	# Enable Synaptics InterTouch for confirmed touchpads if not already loaded	COMMENT
LOW	install/hardware/apple/fix-brcmfmac-supplicant.sh	1	# Apple Macs ship Broadcom Wi-Fi driven by brcmfmac, whose firmware runs the WPA	COMMENT
LOW	install/hardware/intel/fix-wifi7-eht.sh	1	# Temporary fix for Dell XPS 14/16 on Panther Lake	COMMENT
LOW	install/hardware/asus/fix-asus-proart-p14-speakers.sh	1	# Speaker amplifier tuning for the ASUS ProArt P14 H7407BA (NVIDIA N1x).	COMMENT
LOW	install/hardware/asus/fix-z13-touchpad.sh	1	# Fix disable-while-typing on ASUS ROG Flow Z13 detachable keyboard.	COMMENT
LOW	install/hardware/asus/fix-asus-zenbook-a16-speakers.sh	1	# Speakers and microphones for the ASUS Zenbook A16 UX3607OA (Snapdragon X2	COMMENT
LOW	install/hardware/asus/fix-asus-ptl-display-backlight.sh	1	# Display backlight fix for ASUS Panther Lake / Xe3 iGPU laptops.	COMMENT
LOW	install/config/docker.sh	1	# The Docker daemon runs as root and its socket is root-owned, so membership in	COMMENT
LOW	install/provisioning/luks-rekey.sh	1	# Resumable re-key of the root LUKS volume from the staged install key to the	COMMENT
LOW	install/provisioning/setup-form.sh	1	# The setup form: every question Omarchy asks a human to describe their machine	COMMENT
LOW	install/provisioning/setup-form.sh	21	# the variables these prompts write: keyboard, keyboard_label,	COMMENT
LOW	install/provisioning/setup-form.sh	221		COMMENT
LOW	install/user/chromium.sh	1	# Chromium ships in the base packages, so it never goes through	COMMENT
LOW	install/user/first-run/enable-user-units.sh	1	#!/bin/bash	COMMENT
LOW	install/user/first-run/audio-tuning.sh	1	#!/bin/bash	COMMENT
LOW	install/helpers/image-target.sh	1	# Image builds and the hardware setup they defer to the machine's first boot.	COMMENT
LOW	install/helpers/image-target.sh	21	# from it would share one: where install finalization would make the keyring	COMMENT
LOW	test/shell.d/qml-text-format-scan.py	321	rel = path.relative_to(root)	COMMENT
LOW	test/shell.d/qml-text-format-scan.py	341	found.append(f'{rel}:{b["start"] + 1}: root Text element declares no textFormat')	COMMENT
LOW	test/shell.d/unowned-system-paths-test.sh	1	#!/bin/bash	COMMENT
LOW	test/shell.d/shell-idle-spawn-test.sh	1	#!/bin/bash	COMMENT
LOW	test/shell.d/agent-usage-fireworks-scanner-test.sh	1	#!/bin/bash	COMMENT
LOW	test/shell.d/privileged-heredoc-test.sh	1	#!/bin/bash	COMMENT
LOW	test/shell.d/privileged-heredoc-test.sh	21	#	COMMENT
LOW	test/shell.d/privileged-heredoc-test.sh	41	# Path roots the installing user can replace outright -- by editing the	COMMENT
LOW	test/shell.d/privileged-heredoc-test.sh	61		COMMENT
LOW	test/shell.d/privileged-heredoc-test.sh	301	# Whole name only. A prefix match would read ${OMARCHY_INSTALL_USER:-}, which	COMMENT
LOW	test/shell.d/privileged-heredoc-test.sh	341	# When the token itself is not a path and the shape came only from the	COMMENT
LOW	test/shell.d/menu-guard-budget-test.sh	1	#!/bin/bash	COMMENT
LOW	test/shell.d/agent-usage-partition-test.sh	1	#!/bin/bash	COMMENT
LOW	test/shell.d/agent-usage-partition-test.sh	101	# another root: its lines carry no id, so only dropping the nested root	COMMENT
LOW	test/shell.d/qml-text-format-test.sh	1	#!/bin/bash	COMMENT
LOW	test/shell.d/agent-usage-helpers.sh	1	#!/bin/bash	COMMENT
LOW	test/shell.d/agent-usage-helpers.sh	181	fi	COMMENT
LOW	test/shell.d/realtime-repair-test.sh	1	#!/bin/bash	COMMENT
LOW	test/shell.d/openclaw-cli-test.sh	101	# installer does that itself for a gateway it finds loaded. As upstream does	COMMENT
LOW	test/acceptance.d/security-test.sh	1	#!/bin/bash	COMMENT
LOW	shell/Commons/AudioNodesModel.js	21	// A platform's audio hints, which its own package ships in the platform root	COMMENT
LOW	shell/plugins/panels/clock/Model.js	1	// Pure date and format math for the clock widget and its calendar panel.	COMMENT
LOW	shell/plugins/agents/collectors.py	1521	text = str(model or "").lower()	COMMENT
LOW	shell/plugins/agents/collectors.py	1601	return None	COMMENT
LOW	shell/plugins/agents/collectors.py	1621	# that answered each prompt. Version 11 stops counting a built-in local	COMMENT
LOW	shell/plugins/agents/collectors.py	2261	# ------------------------------------------------------- Codex rollouts	COMMENT
LOW	shell/plugins/agents/collectors.py	2961		COMMENT
LOW	shell/plugins/agents/collectors.py	3181	# ------------------------------------------------------- MiniMax Code	COMMENT
LOW	shell/plugins/menu/MenuModel.js	441	]	COMMENT
LOW	shell/plugins/menu/MenuModel.js	461	//	COMMENT
LOW	shell/plugins/menu/MenuModel.js	521		COMMENT
LOW	shell/plugins/menu/MenuModel.js	581	// opens on the last evaluation's answers, so however long this takes is how	COMMENT
LOW	shell/plugins/bar/BarModel.js	321	// widget moved to another section can be handed over rather than built again.	COMMENT
LOW	shell/plugins/bar/widgets/KeyboardLayoutModel.js	1	// Label math for the keyboard layout widget, kept Qt-free so it can be unit	COMMENT
LOW	shell/plugins/bar/widgets/KeyboardLayoutModel.js	41	// which reads as ENG/POR but at least says something.	COMMENT
LOW	shell/plugins/bar/widgets/KeyboardLayoutModel.js	81	// the seat hands it ends up describing a button. Leave them out and what remains	COMMENT
8 more matches not shown…

Fake / Example Data51 hits · 51 pts

Severity	File	Line	Snippet	Context
LOW	test/shell.d/remove-security-sshd-firewall-test.sh	66	printf 'ssh-ed25519 fake-key test@example\n' >"$home/.ssh/authorized_keys"	CODE
LOW	manual/51-unattended-installs.md	21	The name and email for git commits aren't part of the install. Set them once the machine is up, over SSH for example, wi	CODE
LOW	manual/sl/51-unattended-installs.md	21	Ime in e-pošta za potrditve git nista del namestitve. Nastavite ju, ko je naprava zagnana, na primer prek SSH, z `omarch	CODE
LOW	manual/sk/51-unattended-installs.md	21	Meno a e-mail pre commity v gite nie sú súčasťou inštalácie. Nastavte ich, keď stroj beží, napríklad cez SSH, pomocou `o	CODE
LOW	manual/ur/51-unattended-installs.md	21	git commits کے لیے نام اور ای میل انسٹال کا حصہ نہیں ہیں۔ مشین تیار ہو جانے کے بعد انہیں ایک بار سیٹ کر دیں، مثلاً SSH ک	CODE
LOW	manual/sw/51-unattended-installs.md	21	Jina na barua pepe kwa ajili ya ahadi za git si sehemu ya usakinishaji. Viweke mara tu mashine inapokuwa imewashwa, kwa	CODE
LOW	manual/uz/51-unattended-installs.md	21	Git commit lari uchun ism va email o'rnatishning bir qismi emas. Mashina ishga tushgandan so'ng ularni o'rnating, masala	CODE
LOW	manual/pl/51-unattended-installs.md	21	Nazwa i adres e-mail do commitów w git nie są częścią instalacji. Ustaw je, gdy maszyna już działa, na przykład przez SS	CODE
LOW	manual/vi/51-unattended-installs.md	21	Tên và email cho các commit git không phải là một phần của quá trình cài đặt. Hãy đặt chúng sau khi máy đã hoạt động, ch	CODE
LOW	manual/sv/51-unattended-installs.md	21	Namnet och e-postadressen för git-commits ingår inte i installationen. Ställ in dem när maskinen är igång, till exempel	CODE
LOW	manual/ga/51-unattended-installs.md	21	Ní cuid den tsuiteáil iad an t-ainm agus an ríomhphost le haghaidh gealltanais git. Socraigh iad a luaithe a bheidh an m	CODE
LOW	manual/he/51-unattended-installs.md	21	השם והאימייל עבור commits ב-git אינם חלק מההתקנה. הגדירו אותם לאחר שהמכונה עולה, באמצעות SSH למשל, בעזרת `omarchy setup	CODE
LOW	manual/ms/51-unattended-installs.md	21	Nama dan e-mel untuk commit git bukan sebahagian daripada pemasangan. Tetapkannya sebaik sahaja mesin beroperasi, melalu	CODE
LOW	manual/da/51-unattended-installs.md	21	Navn og e-mail til git-commits er ikke en del af installationen. Sæt dem, når maskinen er oppe at køre, over SSH for eks	CODE
LOW	manual/no/51-unattended-installs.md	21	Navnet og e-postadressen for git-commits er ikke en del av installasjonen. Angi dem når maskinen er oppe, over SSH for e	CODE
LOW	manual/ja/51-unattended-installs.md	21	git コミット用の名前とメールアドレスはインストールの一部ではない。マシンが起動したら、たとえば SSH 経由で `omarchy setup git --name "Jane Doe" --email jane@example.com`	CODE
LOW	manual/el/51-unattended-installs.md	21	Το όνομα και το email για τα git commits δεν αποτελούν μέρος της εγκατάστασης. Όρισέ τα μόλις το μηχάνημα είναι έτοιμο,	CODE
LOW	manual/lv/51-unattended-installs.md	21	Vārds un e-pasts git komitiem nav instalēšanas daļa. Iestatiet tos, kad ierīce ir darbspējīga, piemēram, caur SSH, ar `o	CODE
LOW	manual/it/51-unattended-installs.md	21	Il nome e l'email per i commit git non fanno parte dell'installazione. Impostali una volta che la macchina è attiva, via	CODE
LOW	manual/ca/51-unattended-installs.md	21	El nom i el correu electrònic per als commits de git no formen part de la instal·lació. Configura'ls un cop la màquina e	CODE
LOW	manual/is/51-unattended-installs.md	21	Nafnið og netfangið fyrir git-commit eru ekki hluti af uppsetningunni. Stilltu þau þegar vélin er komin í gang, til dæmi	CODE
LOW	manual/cs/51-unattended-installs.md	21	Jméno a e-mail pro commity v gitu součástí instalace nejsou. Nastavte je, jakmile stroj běží, například přes SSH pomocí	CODE
LOW	manual/es-MX/51-unattended-installs.md	21	El nombre y el correo para los commits de git no forman parte de la instalación. Configúralos una vez que la máquina est	CODE
LOW	manual/ru/51-unattended-installs.md	21	Имя и email для коммитов git не входят в установку. Задайте их, когда машина заработает, например по SSH, командой `omar	CODE
LOW	manual/ro/51-unattended-installs.md	21	Numele și adresa de e-mail pentru commit-urile git nu fac parte din instalare. Setează-le după ce mașina este pornită, p	CODE
LOW	manual/zh-CN/51-unattended-installs.md	21	用于 git 提交的姓名和电子邮件不属于安装的一部分。等机器启动后，再通过例如 SSH，用 `omarchy setup git --name "Jane Doe" --email jane@example.com` 设置它们。	CODE
LOW	manual/pt/51-unattended-installs.md	21	O nome e o e-mail para os commits do git não fazem parte da instalação. Defina-os quando a máquina estiver a funcionar,	CODE
LOW	manual/uk/51-unattended-installs.md	21	Ім'я та email для комітів git не входять до встановлення. Задайте їх, коли машина запрацює, наприклад через SSH, за допо	CODE
LOW	manual/sr/51-unattended-installs.md	21	Име и имејл за git уписе нису део инсталације. Подесите их када машина проради, преко SSH-а на пример, помоћу `omarchy s	CODE
LOW	manual/si/51-unattended-installs.md	21	git commit සඳහා නම සහ email එක ස්ථාපනයේ කොටසක් නොවේ. උදාහරණයක් ලෙස SSH හරහා, යන්ත්‍රය ක්‍රියාත්මක වූ පසු `omarchy setup	CODE
LOW	manual/zh-TW/51-unattended-installs.md	21	git 提交所用的姓名與電子郵件並不屬於安裝的一部分。等機器啟動後再設定即可，例如透過 SSH 使用 `omarchy setup git --name "Jane Doe" --email jane@example.com`。	CODE
LOW	manual/ar/51-unattended-installs.md	21	لا يُعد الاسم والبريد الإلكتروني الخاصان بعمليات git جزءًا من التثبيت. عيّنهما بعد أن يصبح الجهاز جاهزًا للعمل، عبر SSH	CODE
LOW	manual/hr/51-unattended-installs.md	21	Ime i e-pošta za git commitove nisu dio instalacije. Postavite ih nakon što se računalo pokrene, primjerice putem SSH-a,	CODE
LOW	manual/pt-BR/51-unattended-installs.md	21	O nome e o e-mail para os commits do git não fazem parte da instalação. Configure-os quando a máquina estiver no ar, por	CODE
LOW	manual/hu/51-unattended-installs.md	21	A git-commitetekhez használt név és e-mail-cím nem része a telepítésnek. Állítsd be őket, amint a gép felállt, például S	CODE
LOW	manual/nl/51-unattended-installs.md	21	De naam en het e-mailadres voor git-commits maken geen deel uit van de installatie. Stel ze in zodra de machine draait,	CODE
LOW	manual/bg/51-unattended-installs.md	21	Името и имейлът за git комити не са част от инсталацията. Задайте ги, след като машината заработи, например през SSH, с	CODE
LOW	manual/bn/51-unattended-installs.md	21	git কমিটের জন্য নাম এবং ইমেইল ইনস্টলের অংশ নয়। মেশিন চালু হয়ে গেলে সেগুলো সেট করুন, যেমন SSH দিয়ে, `omarchy setup git	CODE
LOW	manual/fil/51-unattended-installs.md	21	Ang pangalan at email para sa mga git commit ay hindi bahagi ng install. Itakda ang mga ito kapag tumatakbo na ang machi	CODE
LOW	manual/hi/51-unattended-installs.md	21	git कमिट के लिए नाम और ईमेल इंस्टॉल का हिस्सा नहीं हैं। मशीन चालू हो जाने के बाद उन्हें सेट करें, उदाहरण के लिए SSH के ज	CODE
LOW	manual/de/51-unattended-installs.md	21	Name und E-Mail für Git-Commits sind nicht Teil der Installation. Lege sie fest, sobald die Maschine läuft, zum Beispiel	CODE
LOW	manual/ko/51-unattended-installs.md	21	git 커밋용 이름과 이메일은 설치에 포함되지 않는다. 컴퓨터가 부팅된 뒤, 예를 들어 SSH를 통해 `omarchy setup git --name "Jane Doe" --email jane@example.com`으	CODE
LOW	manual/fi/51-unattended-installs.md	21	Git-committeihin käytettävät nimi ja sähköposti eivät kuulu asennukseen. Aseta ne, kun kone on käynnissä, esimerkiksi SS	CODE
LOW	manual/id/51-unattended-installs.md	21	Nama dan email untuk commit git bukan bagian dari instalasi. Tetapkan setelah mesin hidup, lewat SSH misalnya, dengan `o	CODE
LOW	manual/fr/51-unattended-installs.md	21	Le nom et l'adresse e-mail pour les commits git ne font pas partie de l'installation. Définissez-les une fois la machine	CODE
LOW	manual/et/51-unattended-installs.md	21	Giti commit'ide nimi ja e-posti aadress ei ole paigalduse osa. Määra need, kui masin on üleval, näiteks SSH kaudu käsuga	CODE
LOW	manual/fa/51-unattended-installs.md	21	نام و ایمیل برای کامیت‌های git بخشی از نصب نیستند. وقتی ماشین بالا آمد، آن‌ها را تنظیم کنید، مثلاً از طریق SSH، با `omar	CODE
LOW	manual/lt/51-unattended-installs.md	21	Vardas ir el. paštas git įrašams nėra diegimo dalis. Nustatykite juos, kai kompiuteris jau veiks, pavyzdžiui, per SSH, k	CODE
LOW	manual/ta/51-unattended-installs.md	21	git கமிட்களுக்கான பெயரும் மின்னஞ்சலும் நிறுவலின் பகுதி அல்ல. கணினி இயங்கத் தொடங்கியதும் அவற்றை அமையுங்கள், உதாரணமாக SSH	CODE
LOW	manual/th/51-unattended-installs.md	21	ชื่อและอีเมลสำหรับ git commits ไม่ได้เป็นส่วนหนึ่งของการติดตั้ง ตั้งค่าเหล่านั้นเมื่อเครื่องพร้อมใช้งานแล้ว เช่น ผ่าน SS	CODE
LOW	manual/tr/51-unattended-installs.md	21	Git commit'leri için ad ve e-posta kurulumun parçası değildir. Bunları makine açıldıktan sonra, örneğin SSH üzerinden, `	CODE

Decorative Section Separators10 hits · 30 pts

Severity	File	Line	Snippet	Context
MEDIUM	test/shell.d/platform-setup-test.sh	43	# ── system setup ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	test/shell.d/platform-setup-test.sh	76	# ── user setup ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	test/shell.d/platform-setup-test.sh	99	# ── first run ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	test/shell.d/pacman-templates-test.sh	25	# ── the templates ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	test/shell.d/pacman-templates-test.sh	100	# ── install finalization ─────────────────────────────────────────────────────	COMMENT
MEDIUM	test/shell.d/pacman-templates-test.sh	147	# ── refresh through the command, with every privileged step a stand-in ───────	COMMENT
MEDIUM	test/shell.d/platform-app-hooks-test.sh	59	# ── browsers ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	test/shell.d/platform-app-hooks-test.sh	92	# ── Steam ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	test/shell.d/platform-app-hooks-test.sh	118	# ── 32-bit drivers ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	test/shell.d/lifecycle-dispatch-test.sh	230	# ── setup and app-install operations ─────────────────────────────────────────	COMMENT

Empty Error Handlers6 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	shell/plugins/agents/collectors.py	1497	except ValueError:	CODE
HIGH	shell/plugins/agents/collectors.py	655	except OSError:	CODE
HIGH	shell/plugins/agents/collectors.py	1086	except OSError:	CODE
HIGH	default/input-methods/configure.py	277	except (OSError, ValueError, KeyError, IndexError, subprocess.CalledProcessError):	CODE
HIGH	scripts/i18n-sync.py	429	except ValueError:	CODE
HIGH	scripts/i18n-sync.py	435	except ValueError:	CODE

Excessive Try-Catch Wrapping31 hits · 27 pts

Severity	File	Line	Snippet	Context
LOW	test/shell.d/input-indicator-test.sh	237	except Exception as error:	CODE
MEDIUM	test/shell.d/input-indicator-test.sh	234	def run():	CODE
LOW	test/shell.d/i18n-startup-test.sh	229	except Exception as error:	CODE
LOW	test/shell.d/agent-usage-shared-test.sh	135	except Exception as error:	CODE
LOW	test/shell.d/agent-usage-minimax-test.sh	128	except Exception as failure:	CODE
LOW	test/shell.d/agent-usage-kimi-regression-test.sh	204	except Exception as error:	CODE
MEDIUM	test/shell.d/agent-usage-kimi-regression-test.sh	201	def refresh():	CODE
LOW	shell/plugins/agents/collectors.py	258	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	590	except Exception as exc:	CODE
LOW	shell/plugins/agents/collectors.py	604	except Exception as exc:	CODE
LOW	shell/plugins/agents/collectors.py	847	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	896	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	1024	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	1048	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	1237	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	1371	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	1389	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	1412	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	1424	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	1869	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	2019	except Exception as exc:	CODE
LOW	shell/plugins/agents/collectors.py	2100	except Exception as exc:	CODE
LOW	shell/plugins/agents/collectors.py	2317	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	2424	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	2495	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	3078	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	3088	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	3318	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	3497	except Exception as exc:	CODE
LOW	shell/plugins/agents/collectors.py	3582	except Exception:	CODE
LOW	shell/plugins/agents/collectors.py	3762	except Exception:	CODE

Deep Nesting25 hits · 19 pts

Severity	File	Line	Context
LOW	test/shell.d/qml-text-format-scan.py	86	CODE
LOW	test/shell.d/qml-text-format-scan.py	259	CODE
LOW	test/shell.d/agent_usage_fixtures.py	660	CODE
LOW	shell/plugins/panels/dropbox/status.py	46	CODE
LOW	shell/plugins/agents/collectors.py	812	CODE
LOW	shell/plugins/agents/collectors.py	916	CODE
LOW	shell/plugins/agents/collectors.py	1191	CODE
LOW	shell/plugins/agents/collectors.py	1792	CODE
LOW	shell/plugins/agents/collectors.py	2049	CODE
LOW	shell/plugins/agents/collectors.py	2185	CODE
LOW	shell/plugins/agents/collectors.py	2394	CODE
LOW	shell/plugins/agents/collectors.py	2428	CODE
LOW	shell/plugins/agents/collectors.py	3009	CODE
LOW	shell/plugins/agents/collectors.py	3292	CODE
LOW	shell/plugins/agents/collectors.py	1013	CODE
LOW	shell/plugins/agents/collectors.py	1225	CODE
LOW	default/input-methods/configure.py	90	CODE
LOW	default/input-methods/configure.py	293	CODE
LOW	default/input-methods/configure.py	338	CODE
LOW	scripts/i18n-sync.py	178	CODE
LOW	scripts/i18n-sync.py	259	CODE
LOW	scripts/i18n-sync.py	316	CODE
LOW	scripts/i18n-sync.py	366	CODE
LOW	scripts/i18n-sync.py	440	CODE
LOW	scripts/i18n-sync.py	660	CODE

Modern AI Meta-Vocabulary6 hits · 13 pts

Severity	File	Line	Snippet	Context
MEDIUM	test/shell.d/agent-usage-partition-test.sh	2044	# model's context window twice under new ids, one response served once. A	STRING
MEDIUM	test/shell.d/agent-usage-partition-test.sh	2110	# omp: one response past the declared context window, written twice.	STRING
MEDIUM	shell/plugins/agents/collectors.py	779	# omp writes a reply that overflowed the model's context window twice,	COMMENT
MEDIUM	shell/plugins/agents/collectors.py	1653	# carry the context window as a suffix the replies don't.	COMMENT
MEDIUM	default/agents/skills/omarchy/SKILL.md	16	Manage [Omarchy](https://omarchy.org/) Linux systems - a beautiful, fun, agentic Arch Linux distribution with Hyprland.	CODE
MEDIUM	docs/file-layout.md	368	## Root-side install orchestration	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	test/shell.d/hermes-cli-test.sh	35	# environment and `ls -g` lists it as requested when a test says it was built,	COMMENT

Unused Imports4 hits · 3 pts

Severity	File	Line	Context
LOW	test/shell.d/agent_usage_fixtures.py	17	CODE
LOW	shell/plugins/agents/collectors.py	18	CODE
LOW	shell/plugins/agents/collectors.py	41	CODE
LOW	default/nautilus-python/extensions/localsend.py	1	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	install/hardware/intel/thermald.sh	5	# Check if Sandy Bridge or newer (model >= 42). Sandy Bridge: model 42 (mobile), 45 (desktop)	COMMENT

basecamp/omarchy

Open-Source Code Quality, Security and Technical Debt Review