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AI Slop Code Risk Monitor

blackboardsh/electrobun

SlopCodeMonitor badge for blackboardsh/electrobun Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

Build ultra fast, tiny, and cross-platform desktop apps with TypeScript, Zig, Rust, Go, or Odin.

2.2 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for blackboardsh/electrobun, a Zig project with 12,992 GitHub stars. SynthScan examined 184,166 lines of code across 795 source files, recording 385 pattern matches distributed across 12 syntactic categories. The legacy adjusted pattern signal is 2.2 (Low pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

2.2
Adjusted Signal
2.2
Raw Pattern Score
100%
Time Factor
2026-10-30
Last Push
13.0K
Stars
Zig
Language
184.2K
Lines of Code
795
Files
385
Pattern Hits
2026-10-31
Scan Date
0.01
HC Hit Rate

Risk Review · Payload v1

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

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

Cognitive Ownership Risk 8.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 335 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 25 finding(s).

Agent Over-Engineering Ratio 6.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 260 finding(s).

PR Review Velocity Impact 10.6/100 · LOW

Which changes need focused human review? 385 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 4MEDIUM 4LOW 377

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 385 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 Identifiers232 hits · 220 pts
SeverityFileLineSnippetContext
LOW⚡scripts/desktop-smoke/test_preflight.py32 def test_valid_geometry_returns_one_integer_center(self):CODE
LOW⚡scripts/desktop-smoke/test_preflight.py40 def test_unmapped_unviewable_and_unlaid_out_widgets_are_not_ready(self):CODE
LOW⚡scripts/desktop-smoke/test_preflight.py50 def test_target_must_be_strictly_inside_root_and_screen(self):CODE
LOWscripts/desktop-smoke/test_preflight.py73 def test_valid_center_cannot_be_a_configured_failsafe_point(self):CODE
LOWscripts/desktop-smoke/test_preflight.py220 def test_delayed_geometry_receives_no_input_until_ready(self):CODE
LOWscripts/desktop-smoke/test_preflight.py231 def test_ready_geometry_preserves_original_three_second_pumping(self):CODE
LOWscripts/desktop-smoke/test_preflight.py238 def test_never_ready_times_out_without_input_or_capture(self):CODE
LOWscripts/desktop-smoke/test_preflight.py252 def test_geometry_ready_at_or_after_the_deadline_receives_no_input(self):CODE
LOW⚡scripts/desktop-smoke/test_preflight.py263 def test_xdotool_and_click_reuse_the_same_frozen_integer_center(self):CODE
LOW⚡scripts/desktop-smoke/test_preflight.py270 def test_real_click_callback_is_still_required(self):CODE
LOW⚡scripts/desktop-smoke/test_preflight.py279 def test_visible_probe_pixel_proof_is_still_required(self):CODE
LOW⚡scripts/desktop-smoke/test_preflight.py286 def test_failsafe_exception_propagates_without_retry(self):CODE
LOWscripts/desktop-smoke/test_preflight.py299 def test_diagnostic_write_or_destroy_failure_preserves_original_failsafe(self):CODE
LOW⚡scripts/desktop-smoke/test_picker.py41 def test_picker_uses_beta_arrows_and_name_prompt(self):STRING
LOW⚡scripts/desktop-smoke/test_picker.py45 def test_stable_picker_omits_beta_flag(self):STRING
LOW⚡scripts/desktop-smoke/test_picker.py49 def test_init_failure_is_not_accepted(self):STRING
LOW⚡scripts/desktop-smoke/test_desktop.py48 def test_present_text_short_circuits_remaining_ocr_passes(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py56 def test_absence_requires_every_region_and_decreasing_subprocess_budgets(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py64 def test_later_region_can_find_text_without_false_absence(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py69 def test_slow_matching_or_empty_ocr_cannot_succeed_after_analysis_deadline(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py78 def test_ocr_timeout_or_read_error_never_becomes_absence(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py219 def test_timely_closed_frame_can_finish_analysis_after_response_deadline(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py227 def test_presence_has_same_separate_capture_and_analysis_semantics(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py233 def test_each_failed_observation_uses_a_fresh_frame_without_extending_deadlines(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py244 def test_late_capture_is_rejected_before_ocr_even_when_it_shows_closed_dialog(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py252 def test_capture_completed_exactly_at_response_deadline_is_eligible(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py257 def test_analysis_overrun_cannot_pass_a_timely_closed_frame(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py265 def test_slow_first_nonmatch_does_not_block_timely_presence_captures(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py274 def test_arm_capture_and_ocr_costs_still_preserve_a_timely_later_frame(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py284 def test_late_capture_cannot_replace_or_invalidate_an_earlier_matching_frame(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py292 def test_poll_wait_is_clamped_and_no_capture_starts_at_expired_deadline(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py301 def test_ocr_errors_and_capture_errors_preserve_failure_and_evidence(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py808 def test_native_only_success_is_fixed_before_summary_and_adds_no_waits_or_screenshots(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py818 def test_native_only_diagnostic_errors_preserve_original_assertion(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py825 def test_native_only_thread_errors_preserve_both_outcomes_and_do_not_stop_later_evidence(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py848 def test_native_only_rejects_a_window_outside_the_launched_process_tree(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py856 def test_native_only_reused_hwnd_never_redirects_samples_or_crops_another_process(self):CODE
LOW⚡scripts/desktop-smoke/test_desktop.py864 def test_native_only_rejects_pid_reuse_between_discovery_and_the_first_state_read(self):CODE
LOWscripts/desktop-smoke/test_desktop.py90 def test_expired_budget_never_starts_unbounded_zero_timeout_ocr(self):CODE
LOWscripts/desktop-smoke/test_desktop.py96 def test_region_generation_time_counts_toward_analysis_deadline(self):CODE
LOWscripts/desktop-smoke/test_desktop.py107 def test_empty_region_set_cannot_establish_absence(self):CODE
LOWscripts/desktop-smoke/test_desktop.py133 def test_ocr_runs_off_caller_and_cancellation_prevents_another_pass_and_joins(self):CODE
LOWscripts/desktop-smoke/test_desktop.py314 def test_app_crash_during_ocr_prevents_success(self):CODE
LOWscripts/desktop-smoke/test_desktop.py321 def test_unfinished_analysis_is_cancelled_and_cannot_revise_a_deadline_failure(self):CODE
LOWscripts/desktop-smoke/test_desktop.py332 def test_capture_error_cancels_pending_ocr_and_keeps_original_failure(self):CODE
LOWscripts/desktop-smoke/test_desktop.py341 def test_cleanup_error_does_not_replace_capture_failure(self):CODE
LOWscripts/desktop-smoke/test_desktop.py442 def test_presence_and_absence_observe_fresh_frames_after_exactly_one_original_click(self):CODE
LOWscripts/desktop-smoke/test_desktop.py454 def test_later_failure_screenshot_cannot_replace_original_deadline_evidence(self):CODE
LOWscripts/desktop-smoke/test_desktop.py499 def test_windows_observation_preserves_hwnd_width_and_child_hit_and_bounds_z_order(self):CODE
LOWscripts/desktop-smoke/test_desktop.py521 def test_activation_records_original_calls_once_and_never_adds_input(self):CODE
LOWscripts/desktop-smoke/test_desktop.py589 def test_diagnostics_are_opt_in_and_add_no_delay_to_original_assertion(self):CODE
LOWscripts/desktop-smoke/test_desktop.py603 def test_diagnostic_read_and_capture_errors_preserve_original_failure(self):CODE
LOWscripts/desktop-smoke/test_desktop.py608 def test_post_failure_never_follows_reused_hwnd_to_another_pid(self):CODE
LOWscripts/desktop-smoke/test_desktop.py797 def test_native_only_failure_observes_after_original_assertion_and_keeps_late_paint_a_failure(self):CODE
LOWscripts/desktop-smoke/test_desktop.py836 def test_native_only_disabled_or_nonwindows_has_no_diagnostic_side_effects(self):CODE
LOWscripts/desktop-smoke/test_desktop.py876 def test_post_failure_observation_stops_when_its_remaining_time_cannot_cover_another_wait(self):CODE
LOWscripts/desktop-smoke/test_desktop.py933 def test_dispatcher_and_direct_child_reads_filter_pid_and_preserve_full_hwnd(self):CODE
LOWscripts/desktop-smoke/test_desktop.py953 def test_foreign_process_threads_cannot_establish_a_match(self):CODE
LOWscripts/desktop-smoke/test_desktop.py962 def test_window_thread_enumeration_caps_native_reads_even_when_more_windows_exist(self):CODE
LOWscripts/desktop-smoke/test_desktop.py974 def test_window_thread_enumeration_stops_on_a_cycle_without_rereading_the_owner(self):CODE
172 more matches not shown…
Over-Commented Block59 hits · 54 pts
SeverityFileLineSnippetContext
LOWkitchen/src/tests/session.test.ts61 // // Just test that the call doesn't throwCOMMENT
LOWkitchen/src/tests/session.test.ts81 // category: "Session",COMMENT
LOWkitchen/src/tests/session.test.ts101COMMENT
LOWkitchen/src/tests/interactive/permissions.test.ts1// Interactive Permission Prompt TestsCOMMENT
LOWpackage/src/native/macos/nativeWrapper.mm1/*COMMENT
LOWpackage/src/native/macos/nativeWrapper.mm21static bool wgpuDebugEnabled() {COMMENT
LOWpackage/src/native/macos/nativeWrapper.mm41#include "include/base/cef_logging.h"COMMENT
LOWpackage/src/native/macos/nativeWrapper.mm61#include <cstdint>COMMENT
LOWpackage/src/native/macos/nativeWrapper.mm81#include "../shared/glob_match.h"COMMENT
LOWpackage/src/native/macos/nativeWrapper.mm7441COMMENT
LOWpackage/src/native/win/nativeWrapper.cpp1#include <winsock2.h> // Must come before Windows.hCOMMENT
LOWpackage/src/native/win/nativeWrapper.cpp21#include <filesystem>COMMENT
LOWpackage/src/native/win/nativeWrapper.cpp41#include <shobjidl.h> // For IFileOpenDialogCOMMENT
LOWpackage/src/native/win/nativeWrapper.cpp61#include "../shared/glob_match.h"COMMENT
LOWpackage/src/native/win/nativeWrapper.cpp81#include "../shared/chromium_flags.h"COMMENT
LOWpackage/src/native/win/nativeWrapper.cpp381#undef GetFirstChildCOMMENT
LOWpackage/src/native/win/nativeWrapper.cpp401#pragma pop_macro("GetNextSibling")COMMENT
LOWpackage/src/native/win/nativeWrapper.cpp4181 // NOTE: WebView2 visual masking is not supported.COMMENT
LOWpackage/src/native/win/nativeWrapper.cpp5181 }COMMENT
LOWpackage/src/native/win/nativeWrapper.cpp12161COMMENT
LOWpackage/src/native/win/nativeWrapper.cpp13061 // else: default titleBarStyle = WS_OVERLAPPEDWINDOW (standard window)COMMENT
LOWpackage/src/native/win/dcomp_compositor.h1// dcomp_compositor.h — DirectComposition GPU surface compositor for WindowsCOMMENT
LOWpackage/src/native/shared/windows_profile_paths.h1#ifndef ELECTROBUN_WINDOWS_PROFILE_PATHS_HCOMMENT
LOWpackage/src/native/shared/cef_response_filter.h1// cef_response_filter.h - Cross-platform CEF response filter for preload script injectionCOMMENT
LOWpackage/src/native/shared/json_menu_parser.h1// json_menu_parser.h - Cross-platform simple JSON menu parserCOMMENT
LOWpackage/src/native/shared/thread_safe_map.h1// thread_safe_map.h - Cross-platform thread-safe map templateCOMMENT
LOWpackage/src/native/shared/download_event.h1// download_event.h - Cross-platform download event structuresCOMMENT
LOWpackage/src/native/shared/windows_ui_test.cpp1#include <algorithm>COMMENT
LOWpackage/src/native/shared/permissions.h1// permissions.h - Cross-platform permission cache managementCOMMENT
LOWpackage/src/native/shared/navigation_rules.h1// navigation_rules.h - Cross-platform navigation rules checkingCOMMENT
LOWpackage/src/native/shared/asar.h1// asar.h - Cross-platform ASAR archive C FFI declarationsCOMMENT
LOWpackage/src/native/shared/shutdown_guard.h1// shutdown_guard.h - Cross-platform shutdown state managementCOMMENT
LOWpackage/src/native/shared/permissions_cef.h1// permissions_cef.h - CEF-aware permission helpersCOMMENT
LOWpackage/src/native/shared/windows_utf.h1#ifndef ELECTROBUN_WINDOWS_UTF_HCOMMENT
LOWpackage/src/native/shared/ffi_helpers.h1// ffi_helpers.h - Cross-platform FFI helper utilitiesCOMMENT
LOWpackage/src/native/shared/webview_storage.h1// webview_storage.h - Cross-platform webview content storageCOMMENT
LOWpackage/src/native/shared/cache_migration.h1// cache_migration.h - One-shot CEF cache folder wipe on Electrobun upgrades.COMMENT
LOWpackage/src/native/shared/cache_migration.h21// "old layout" that needs wiping.COMMENT
LOWpackage/src/native/shared/cache_migration.h41#include <exception>COMMENT
LOWpackage/src/native/shared/partition_context.h1// partition_context.h - Cross-platform CEF partition (CefRequestContext) management.COMMENT
LOWpackage/src/native/shared/partition_context.h21// - partition starts with "persist:" → cached per identifier; first call createsCOMMENT
LOWpackage/src/native/shared/mime_types.h1// mime_types.h - Cross-platform MIME type detectionCOMMENT
LOWpackage/src/native/shared/glob_match.h1// glob_match.h - Cross-platform glob pattern matching utilityCOMMENT
LOWpackage/src/native/shared/chromium_flags.h1// chromium_flags.h - Cross-platform Chromium CLI flag passthroughCOMMENT
LOWpackage/src/native/linux/wayland_pipewire_capture.cpp1#include "wayland_pipewire_capture.h"COMMENT
LOWpackage/src/native/linux/nativeWrapper.cpp1#include <gtk/gtk.h>COMMENT
LOWpackage/src/native/linux/nativeWrapper.cpp21#include <string>COMMENT
LOWpackage/src/native/linux/nativeWrapper.cpp41#include "../shared/deferred_navigation.h"COMMENT
LOWpackage/src/native/linux/nativeWrapper.cpp61#include "../shared/asar.h"COMMENT
LOWpackage/src/native/linux/nativeWrapper.cpp121static std::atomic<int> g_activeOperations{0};COMMENT
LOWpackage/src/native/linux/nativeWrapper.cpp141#include "include/cef_context_menu_handler.h"COMMENT
LOWpackage/src/native/linux/nativeWrapper.cpp1961 // Analyze toolkit based on class namesCOMMENT
LOWpackage/src/native/linux/wayland_screen_capture.cpp1#include "wayland_screen_capture.h"COMMENT
LOW…/src/native/linux/tests/window_resize_handles_test.cpp1#include <gtk/gtk.h>COMMENT
LOWpackage/src/shared/odin-version.ts1// Default Odin toolchain release used to compile Odin main processes.COMMENT
LOWpackage/src/shared/cottontail-version.ts1// Cottontail is an opt-in Electrobun application runtime. This is theCOMMENT
LOWpackage/src/shared/warren/reactive.ts1// Warren — reactivity core.COMMENT
LOWpackage/src/shared/warren/jsx.ts1// Warren JSX core — renderer-agnostic.COMMENT
LOWpackage/src/preload/index.ts1// Electrobun Full Preload Script (for trusted webviews)COMMENT
Excessive Try-Catch Wrapping22 hits · 28 pts
SeverityFileLineSnippetContext
LOWscripts/desktop-smoke/picker.py34 except Exception as error:CODE
MEDIUMscripts/desktop-smoke/picker.py25def read():CODE
LOWscripts/desktop-smoke/preflight.py101 except Exception as error:CODE
LOW⚡scripts/desktop-smoke/preflight.py112 except Exception as error:CODE
LOW⚡scripts/desktop-smoke/preflight.py117 except Exception:CODE
LOW⚡scripts/desktop-smoke/preflight.py123 except Exception:CODE
MEDIUMscripts/desktop-smoke/desktop.py257def record(self, label, handle, activation=None):CODE
MEDIUMscripts/desktop-smoke/desktop.py277def record_pointer(self, gui, label):CODE
LOW⚡scripts/desktop-smoke/desktop.py1178 except Exception as error:CODE
LOW⚡scripts/desktop-smoke/desktop.py1183 except Exception as capture_error:CODE
LOW⚡scripts/desktop-smoke/desktop.py1190 except Exception as diagnostic_failure:CODE
LOWscripts/desktop-smoke/desktop.py273 except Exception as error:CODE
LOWscripts/desktop-smoke/desktop.py283 except Exception as error:CODE
LOWscripts/desktop-smoke/desktop.py310 except Exception as error:CODE
LOWscripts/desktop-smoke/desktop.py348 except Exception as error:CODE
LOWscripts/desktop-smoke/desktop.py353 except Exception as error:CODE
LOWscripts/desktop-smoke/desktop.py723 except Exception as error:CODE
LOWscripts/desktop-smoke/desktop.py742 except Exception as failure:CODE
LOWscripts/desktop-smoke/desktop.py846 except Exception as error:CODE
LOWscripts/desktop-smoke/desktop.py855 except Exception as error:CODE
LOWscripts/desktop-smoke/desktop.py891 except Exception as error:CODE
LOWscripts/desktop-smoke/desktop.py943 except Exception as error:CODE
Fake / Example Data23 hits · 21 pts
SeverityFileLineSnippetContext
LOWscripts/desktop-smoke/test_desktop.py465 def fake_user(self):CODE
LOWscripts/desktop-smoke/test_desktop.py501 user, target, child, other = self.fake_user()CODE
LOWscripts/desktop-smoke/test_desktop.py522 user, target, _, _ = self.fake_user()CODE
LOWscripts/desktop-smoke/test_desktop.py643 user, handle, _, _ = WindowsDiagnosticTests().fake_user()CODE
LOWkitchen/src/tests/interactive/native-ui.test.tsx209 <p style="-webkit-line-clamp: 2; display: -webkit-box; overflow: hidden">Line clamp: Lorem ipsum dolor sit amet, cCODE
LOWkitchen/src/tests/interactive/native-ui.test.tsx209 <p style="-webkit-line-clamp: 2; display: -webkit-box; overflow: hidden">Line clamp: Lorem ipsum dolor sit amet, cCODE
LOWkitchen/src/playgrounds/host-message/index.html137 <span class="placeholder">Waiting for messages from the nested webview...</span>CODE
LOWkitchen/src/playgrounds/quit-test/index.html55 <span class="placeholder">Events will appear here...</span>CODE
LOWkitchen/src/playgrounds/quit-test/index.ts61 eventLogEl.innerHTML = `<span class="placeholder">Events will appear here...</span>`;CODE
LOWkitchen/src/playgrounds/tray/index.html67 <span class="placeholder">Tray events will appear here...</span>CODE
LOWkitchen/src/playgrounds/webview-settings/index.html55 <div id="emptyMsg" class="placeholder">No webviews yet. Click "+ Add Webview" above.</div>CODE
LOWkitchen/src/playgrounds/shortcuts/index.html42 <span class="placeholder">No shortcuts registered yet.</span>CODE
LOWkitchen/src/playgrounds/shortcuts/index.html49 <span class="placeholder">Shortcut triggers will appear here...</span>CODE
LOWkitchen/src/playgrounds/shortcuts/index.ts126 activeShortcutsEl.innerHTML = `<span class="placeholder">No shortcuts registered yet.</span>`;CODE
LOWkitchen/src/playgrounds/shortcuts/index.ts175 eventLogEl.innerHTML = `<span class="placeholder">Shortcut triggers will appear here...</span>`;CODE
LOWkitchen/src/playgrounds/file-dialog/index.html69 <span class="placeholder">No result yet. Click "Open File Dialog" to test.</span>CODE
LOWkitchen/src/playgrounds/file-dialog/index.html76 <span class="placeholder">Previous results will appear here.</span>CODE
LOWkitchen/src/playgrounds/file-dialog/index.ts114 historyBox.innerHTML = `<span class="placeholder">Previous results will appear here.</span>`;CODE
LOWkitchen/src/playgrounds/clipboard/index.html24 <span class="placeholder">Click "Read Clipboard" to see contents...</span>CODE
LOWkitchen/src/playgrounds/clipboard/index.html27 <span class="placeholder">Available formats will appear here...</span>CODE
LOWkitchen/src/playgrounds/clipboard/index.html50 <span class="placeholder">Clipboard operations will appear here...</span>CODE
LOWkitchen/src/playgrounds/clipboard/index.ts49 readResult.innerHTML = `<span class="placeholder">(empty or no text content)</span>`;CODE
LOWkitchen/src/playgrounds/clipboard/index.ts56 formatsEl.innerHTML = `<span class="placeholder">No format information available</span>`;CODE
Verbosity Indicators10 hits · 20 pts
SeverityFileLineSnippetContext
LOW⚡package/src/native/win/nativeWrapper.cpp11677 // Step 1: Init DComp compositor (visual tree) on main threadCOMMENT
LOW⚡package/src/native/win/nativeWrapper.cpp11687 // Step 2: Get Dawn's DX12 device to find the DXGI adapterCOMMENT
LOW⚡package/src/native/win/nativeWrapper.cpp11694 // Step 3: Create dedicated presentation D3D11 device on Dawn's adapterCOMMENT
LOW⚡package/src/native/win/nativeWrapper.cpp11737 // Step 4: Create swap chain on the presentation deviceCOMMENT
LOW⚡package/src/native/win/nativeWrapper.cpp11747 // Step 5: Create DX12 staging texture with shared accessCOMMENT
LOW⚡package/src/native/win/nativeWrapper.cpp11770 // Step 6: Create DXGI shared handleCOMMENT
LOW⚡package/src/native/win/nativeWrapper.cpp11779 // Step 7: Set up bidirectional cross-device synchronization. EndAccessCOMMENT
LOWpackage/src/native/win/nativeWrapper.cpp11813 // Step 8: Open shared handle on presentation device for CopyResourceCOMMENT
LOWpackage/src/native/win/nativeWrapper.cpp11826 // Step 9: Import into Dawn via SharedTextureMemoryCOMMENT
LOWpackage/src/native/win/nativeWrapper.cpp11850 // Step 10: Create WGPUTexture from SharedTextureMemoryCOMMENT
Structural Annotation Overuse10 hits · 20 pts
SeverityFileLineSnippetContext
LOW⚡package/src/native/win/nativeWrapper.cpp11677 // Step 1: Init DComp compositor (visual tree) on main threadCOMMENT
LOW⚡package/src/native/win/nativeWrapper.cpp11687 // Step 2: Get Dawn's DX12 device to find the DXGI adapterCOMMENT
LOW⚡package/src/native/win/nativeWrapper.cpp11694 // Step 3: Create dedicated presentation D3D11 device on Dawn's adapterCOMMENT
LOW⚡package/src/native/win/nativeWrapper.cpp11737 // Step 4: Create swap chain on the presentation deviceCOMMENT
LOW⚡package/src/native/win/nativeWrapper.cpp11747 // Step 5: Create DX12 staging texture with shared accessCOMMENT
LOW⚡package/src/native/win/nativeWrapper.cpp11770 // Step 6: Create DXGI shared handleCOMMENT
LOW⚡package/src/native/win/nativeWrapper.cpp11779 // Step 7: Set up bidirectional cross-device synchronization. EndAccessCOMMENT
LOWpackage/src/native/win/nativeWrapper.cpp11813 // Step 8: Open shared handle on presentation device for CopyResourceCOMMENT
LOWpackage/src/native/win/nativeWrapper.cpp11826 // Step 9: Import into Dawn via SharedTextureMemoryCOMMENT
LOWpackage/src/native/win/nativeWrapper.cpp11850 // Step 10: Create WGPUTexture from SharedTextureMemoryCOMMENT
Empty Error Handlers3 hits · 15 pts
SeverityFileLineSnippetContext
HIGHscripts/desktop-smoke/picker.py32except (EOFError, OSError):CODE
HIGHscripts/desktop-smoke/test_desktop.py1071except ProcessLookupError:CODE
HIGHscripts/desktop-smoke/desktop.py443except ProcessLookupError:CODE
Deep Nesting20 hits · 12 pts
SeverityFileLineSnippetContext
LOWscripts/desktop-smoke/picker.py15CODE
LOWscripts/desktop-smoke/test_preflight.py197CODE
LOWscripts/desktop-smoke/test_desktop.py352CODE
LOWscripts/desktop-smoke/test_desktop.py629CODE
LOWscripts/desktop-smoke/test_desktop.py1038CODE
LOWscripts/desktop-smoke/test_desktop.py1163CODE
LOWscripts/desktop-smoke/test_desktop.py1183CODE
LOWscripts/desktop-smoke/test_desktop.py1306CODE
LOWscripts/desktop-smoke/preflight.py38CODE
LOWscripts/desktop-smoke/desktop.py179CODE
LOWscripts/desktop-smoke/desktop.py357CODE
LOWscripts/desktop-smoke/desktop.py457CODE
LOWscripts/desktop-smoke/desktop.py545CODE
LOWscripts/desktop-smoke/desktop.py626CODE
LOWscripts/desktop-smoke/desktop.py763CODE
LOWscripts/desktop-smoke/desktop.py864CODE
LOWscripts/desktop-smoke/desktop.py461CODE
LOWscripts/desktop-smoke/desktop.py491CODE
LOWscripts/desktop-smoke/desktop.py946CODE
LOWpackage/src/ui-core/testdata/images/gen.py46CODE
Cross-Language Confusion1 hit · 5 pts
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HIGHscripts/desktop-smoke/desktop.py150 $entry = [ordered]@{ threadId = $_.Id; startTimeUtc = $null }CODE
AI Slop Vocabulary1 hit · 2 pts
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MEDIUMkitchen/src/rust/webview_observations.rs137 observations.record(18, "did-navigate", r#" { "url" : "views:\/\/test-harness\/index.html?q=\u2713", "extra": trCODE
AI Structural Patterns3 hits · 2 pts
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LOWscripts/desktop-smoke/test_desktop.py169CODE
LOWscripts/desktop-smoke/test_desktop.py629CODE
LOWscripts/desktop-smoke/desktop.py763CODE
Unused Imports1 hit · 1 pts
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LOWscripts/desktop-smoke/test_picker.py3CODE