2.1

Adjusted Signal

2.1

Raw Pattern Score

100%

Time Factor

2026-10-17

Last Push

5.5K

Stars

TypeScript

Language

511.5K

Lines of Code

1.8K

Files

811

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

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

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

Cognitive Ownership Risk 6.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 676 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.3/100 · LOW

Are imports declared and package/API names verified? 24 finding(s).

Agent Over-Engineering Ratio 9.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 743 finding(s).

PR Review Velocity Impact 9.8/100 · LOW

Which changes need focused human review? 811 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 0MEDIUM 119LOW 692

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 811 distinct pattern matches across 14 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers632 hits · 651 pts

Severity	File	Line	Snippet	Context
LOW	…wers/plans/2026-06-30-shader-fx-A-substrate-effects.md	51	export declare function getMotionShaderEffectDefs(): readonly MotionShaderDef[];	CODE
LOW	…wers/plans/2026-06-30-shader-fx-A-substrate-effects.md	52	export declare function defaultMotionShaderParams(def: MotionShaderDef): Record<string, number>;	CODE
LOW	…s/superpowers/plans/2026-06-18-phase0-app-readiness.md	114	export function listRegisteredActionTypes(): string[];	CODE
LOW	…powers/plans/2026-06-02-electron-desktop-phases-0-2.md	368	export function registerAppSchemePrivileges(): void {	CODE
LOW⚡	docs/superpowers/plans/2026-05-22-filter-presets.md	167	def test_temperature_warm_shifts_toward_orange():	CODE
LOW⚡	docs/superpowers/plans/2026-05-22-filter-presets.md	173	def test_temperature_cool_shifts_toward_blue():	CODE
LOW⚡	docs/superpowers/plans/2026-05-22-filter-presets.md	179	def test_tint_positive_pushes_green():	CODE
LOW⚡	docs/superpowers/plans/2026-05-22-filter-presets.md	184	def test_exposure_one_stop_doubles_value():	CODE
LOW⚡	docs/superpowers/plans/2026-05-22-filter-presets.md	189	def test_contrast_s_curve_pushes_midtones_away_from_gray():	CODE
LOW⚡	docs/superpowers/plans/2026-05-22-filter-presets.md	198	def test_saturation_zero_is_grayscale():	CODE
LOW⚡	docs/superpowers/plans/2026-05-22-filter-presets.md	205	def test_vibrance_affects_low_sat_more_than_high_sat():	CODE
LOW⚡	docs/superpowers/plans/2026-05-22-filter-presets.md	215	def test_hue_shift_red_to_orange():	CODE
LOW⚡	docs/superpowers/plans/2026-05-22-filter-presets.md	221	def test_split_tone_pushes_shadows_to_color():	CODE
LOW⚡	docs/superpowers/plans/2026-05-22-filter-presets.md	231	def test_lift_gamma_gain_lift_brightens_blacks():	CODE
LOW⚡	docs/superpowers/plans/2026-05-22-filter-presets.md	237	def test_channel_mixer_identity_unchanged():	CODE
LOW⚡	docs/superpowers/plans/2026-05-22-filter-presets.md	243	def test_tone_curve_monotonic_passthrough():	CODE
LOW⚡	docs/superpowers/plans/2026-05-22-filter-presets.md	249	def test_clip_levels_pulls_blacks_and_whites():	CODE
LOW⚡	docs/superpowers/plans/2026-05-22-filter-presets.md	256	def test_monochrome_with_weights():	CODE
LOW	docs/superpowers/plans/2026-05-22-filter-presets.md	453	def test_identity_lut_corner_values():	CODE
LOW	docs/superpowers/plans/2026-05-22-filter-presets.md	459	def test_apply_transforms_lifts_lut_when_exposure_positive():	CODE
LOW	docs/superpowers/plans/2026-05-22-filter-presets.md	641	def test_recipe_to_transform_steps_resolves_callables(tmp_path: Path):	CODE
LOW	docs/superpowers/plans/2026-05-22-filter-presets.md	663	def test_load_recipe_rejects_unknown_step(tmp_path: Path):	CODE
LOW	docs/superpowers/plans/2026-05-22-filter-presets.md	691	def test_build_manifest_entry_includes_sha_and_bytes(tmp_path: Path):	CODE
LOW	docs/superpowers/plans/2026-05-22-filter-presets.md	713	def test_write_manifest_validates_against_schema(tmp_path: Path):	CODE
LOW	docs/superpowers/plans/2026-05-22-filter-presets.md	827	def recipe_to_transform_steps(recipe: Recipe) -> List[Tuple[Any, dict]]:	CODE
LOW	docs/superpowers/plans/2026-05-22-filter-presets.md	1057	def test_sample_generates_expected_cube(tmp_path: Path):	CODE
LOW	docs/superpowers/plans/2026-05-27-studio-redesign.md	1656	function detectorTypeForSubjectKind(kind: Subject["kind"]): { node: string; outPort: string } \| null {	CODE
LOW	scripts/filters/recipe.py	96	def recipe_to_transform_steps(recipe: Recipe) -> list[tuple[Any, dict]]:	CODE
LOW	scripts/filters/tests/test_recipe_loader.py	38	def test_recipe_to_transform_steps_resolves_callables(tmp_path: Path):	CODE
LOW	scripts/filters/tests/test_recipe_loader.py	60	def test_load_recipe_rejects_unknown_step(tmp_path: Path):	CODE
LOW	scripts/filters/tests/test_recipe_loader.py	78	def test_build_manifest_entry_includes_sha_and_bytes(tmp_path: Path):	CODE
LOW	scripts/filters/tests/test_recipe_loader.py	100	def test_write_manifest_validates_against_schema(tmp_path: Path):	CODE
LOW	scripts/filters/tests/test_generate.py	11	def test_sample_generates_expected_cube(tmp_path: Path):	CODE
LOW⚡	scripts/filters/tests/test_transforms.py	25	def test_temperature_warm_shifts_toward_orange():	CODE
LOW⚡	scripts/filters/tests/test_transforms.py	31	def test_temperature_cool_shifts_toward_blue():	CODE
LOW⚡	scripts/filters/tests/test_transforms.py	37	def test_tint_positive_pushes_green():	CODE
LOW⚡	scripts/filters/tests/test_transforms.py	42	def test_exposure_one_stop_doubles_value():	CODE
LOW⚡	scripts/filters/tests/test_transforms.py	47	def test_contrast_s_curve_pushes_midtones_away_from_gray():	CODE
LOW⚡	scripts/filters/tests/test_transforms.py	56	def test_saturation_zero_is_grayscale():	CODE
LOW⚡	scripts/filters/tests/test_transforms.py	63	def test_vibrance_affects_low_sat_more_than_high_sat():	CODE
LOW⚡	scripts/filters/tests/test_transforms.py	73	def test_hue_shift_red_to_orange():	CODE
LOW⚡	scripts/filters/tests/test_transforms.py	79	def test_split_tone_pushes_shadows_to_color():	CODE
LOW⚡	scripts/filters/tests/test_transforms.py	89	def test_lift_gamma_gain_lift_brightens_blacks():	CODE
LOW⚡	scripts/filters/tests/test_transforms.py	95	def test_channel_mixer_identity_unchanged():	CODE
LOW⚡	scripts/filters/tests/test_transforms.py	101	def test_tone_curve_monotonic_passthrough():	CODE
LOW⚡	scripts/filters/tests/test_transforms.py	107	def test_clip_levels_pulls_blacks_and_whites():	CODE
LOW⚡	scripts/filters/tests/test_transforms.py	114	def test_monochrome_with_weights():	CODE
LOW	scripts/filters/tests/test_lut.py	17	def test_identity_lut_corner_values():	CODE
LOW	scripts/filters/tests/test_lut.py	23	def test_apply_transforms_lifts_lut_when_exposure_positive():	CODE
LOW	packages/ui/src/components/toolcraft-panel-section.tsx	120	function ToolcraftPanelSectionBody({	CODE
LOW	packages/ui/src/components/toolcraft-panel-section.tsx	184	function useInitialControlTransitionSuppression(dependency: unknown): boolean {	CODE
LOW	packages/ui/src/components/toolcraft-input-control.tsx	276	export function ToolcraftNumberInputControl({	CODE
LOW	…ges/ui/src/components/toolcraft-number-field-group.tsx	17	export function ToolcraftNumberFieldGroup({	CODE
LOW	packages/core/src/video/chroma-key-engine.ts	36	export function createDefaultChromaKeySettings(): ChromaKeySettings {	CODE
LOW	packages/core/src/video/video-effects-engine.ts	1912	export async function getVideoEffectsEngineAsync(	CODE
LOW	packages/core/src/video/video-effects-engine.ts	1960	export function disposeVideoEffectsEngine(): void {	CODE
LOW	packages/core/src/video/canvas-fit.ts	12	export function resolveCanvasFitDimensions(	CODE
LOW	packages/core/src/video/unified-effects-processor.ts	252	export function getUnifiedEffectsProcessor(): UnifiedEffectsProcessor {	CODE
LOW	packages/core/src/video/unified-effects-processor.ts	259	export async function initUnifiedEffectsProcessor(	CODE
LOW	packages/core/src/video/canvas2d-fallback-renderer.ts	220	function resolveCompositeOperation(	CODE
572 more matches not shown…

Decorative Section Separators109 hits · 330 pts

Severity	File	Line	Snippet	Context
MEDIUM	…s/2026-06-02-electron-desktop-native-offload-design.md	39	┌─ Renderer (Chromium, app://) ───────┐ ┌─ Main process (Node) ──────────────┐	CODE
MEDIUM	packages/fxpkg/src/nodelib.ts	99	// ── Inputs (§12.3) ──────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/nodelib.ts	131	// ── Math (§12.3) ────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/nodelib.ts	177	// ── Color (§12.3) ───────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/nodelib.ts	257	// ── Spatial (§12.3) ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/nodelib.ts	309	// ── Sampling (§12.3) ────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/nodelib.ts	332	// ── Detection (§12.4) ───────────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/nodelib.ts	385	// ── Particles (§12.4, §20) ──────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/nodelib.ts	407	// ── Overlays (§12.4, §21) ───────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/nodelib.ts	434	// ── Temporal (§12.4, §19) ───────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/nodelib.ts	456	// ── Behavior drivers (§12.4) ────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/nodelib.ts	483	// ── Composite (§12.3, §22) ──────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/nodelib.ts	523	// ── Output (§12.3) ──────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/nodelib.ts	530	// ── System-owned blueprint safety nodes (§9A.6) ─────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/nodelib.ts	552	// ── Template nodes (§12.2) ──────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/money.ts	54	// ── KYC tiers (§42.3) ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/money.ts	68	// ── Anti-fraud (§43) ────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/money.ts	95	// ── Event sealing (§41.5) ──────────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/money.ts	109	// ── Holdback + payout batch (§42.2) ─────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/money.ts	146	// ── Payout rails (§42.1) ────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/blueprints.ts	28	// ── Passthrough (Phase 0 milestone) ──────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/blueprints.ts	51	// ── Warm look (a simple filter blueprint, §48 Phase 2) ───────────────────	COMMENT
MEDIUM	packages/fxpkg/src/blueprints.ts	92	// ── Snow around subject (§9A.1) ──────────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/blueprints.ts	158	// ── Fire Aura (§9A.4 high difficulty, Appendix C reference effect) ────────	COMMENT
MEDIUM	packages/fxpkg/src/blueprints.ts	276	// ── Mirror World (subject reflected) ─────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/blueprints.ts	313	// ── Ghost Trail (temporal, ABI 1.1) ──────────────────────────────────────	COMMENT
MEDIUM	packages/fxpkg/src/blueprints.ts	343	// ── Sparkles on the subject (pose-driven particles) ──────────────────────	COMMENT
MEDIUM	packages/image-core/src/schema.ts	3	// ── Primitives ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/schema.ts	75	// ── Adjustments ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/schema.ts	195	// ── Mask ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/schema.ts	209	// ── Layer base ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/schema.ts	241	// ── Layer variants ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/schema.ts	366	// ── Project types ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	48	// ── Fixtures ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	131	// ── Helper: apply then invert ─────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	143	// ── SetProjectNameCommand ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	166	// ── AddArtboardCommand ────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	188	// ── RemoveArtboardCommand ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	224	// ── UpdateArtboardCommand ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	242	// ── AddLayerCommand ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	271	// ── RemoveLayerCommand ────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	297	// ── DuplicateLayerCommand ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	317	// ── ReorderLayerCommand ───────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	344	// ── UpdateLayerTransformCommand ───────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	391	// ── UpdateLayerStyleCommand ───────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	435	// ── UpdateTextCommand ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	473	// ── ApplyAdjustmentCommand ────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	519	// ── ApplyMaskCommand ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	555	// ── RasterEditCommand ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	591	// ── GroupLayersCommand / UngroupLayersCommand ─────────────────────────────────	COMMENT
MEDIUM	packages/image-core/src/commands.test.ts	703	// ── PasteLayersCommand ────────────────────────────────────────────────────────	COMMENT
MEDIUM	apps/web/src/components/editor/EditorInterface.tsx	193	// ── Layout state (resizable columns and timeline band) ──────────	COMMENT
MEDIUM	apps/web/src/components/editor/EditorInterface.tsx	336	// ── Render ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…ps/web/src/components/editor/inspector/TextSection.tsx	587	// ─── Text shader controls ────────────────────────────────────────	COMMENT
MEDIUM	…ps/web/src/components/editor/inspector/TextSection.tsx	695	// ─── 3D Text controls ─────────────────────────────────────────────	COMMENT
MEDIUM	…c/components/editor/panels/EffectsTransitionsPanel.tsx	16	// ─── Effect & Transition catalogs ──────────────────────────────────	COMMENT
MEDIUM	…c/components/editor/panels/EffectsTransitionsPanel.tsx	1230	// ─── Drag payload helpers ──────────────────────────────────────────	COMMENT
MEDIUM	…c/components/editor/panels/EffectsTransitionsPanel.tsx	1236	// ─── Cards ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…c/components/editor/panels/EffectsTransitionsPanel.tsx	1404	// ─── Hook: thumbnail of the user's currently selected clip ────────	COMMENT
MEDIUM	…c/components/editor/panels/EffectsTransitionsPanel.tsx	1450	// ─── Main panel ───────────────────────────────────────────────────	COMMENT
49 more matches not shown…

Over-Commented Block25 hits · 25 pts

Severity	File	Line	Snippet	Context
LOW	.serena/project.yml	1	# the name by which the project can be referenced within Serena	COMMENT
LOW	.serena/project.yml	21	# - For Free Pascal/Lazarus, use pascal	COMMENT
LOW	.serena/project.yml	41	# If not set, the global setting from serena_config.yml is used.	COMMENT
LOW	.serena/project.yml	61	# Below is the complete list of tools for convenience.	COMMENT
LOW	.serena/project.yml	81	# * `insert_before_symbol`: Inserts content before the beginning of the definition of a given symbol.	COMMENT
LOW	.serena/project.yml	101	# list of tools to include that would otherwise be disabled (particularly optional tools that are disabled by default)	COMMENT
LOW	.serena/project.local.yml	1	# This file allows you to locally override settings in project.yml for development purposes.	COMMENT
LOW	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	141	/// The schema version this crate currently models. Matches iOS `OpenReelProjectFile.schemaVersion`.	COMMENT
LOW	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	401	#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]	COMMENT
LOW	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	441	/// QuickTime MOV.	COMMENT
LOW	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	461	pub enum ProResProfile {	COMMENT
LOW	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	561	/// Underlying source-file location.	COMMENT
LOW	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	601	#[serde(default, skip_serializing_if = "Option::is_none")]	COMMENT
LOW	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	701		COMMENT
LOW	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	721	pub duration: f64,	COMMENT
LOW	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	741	/// Blend mode (opaque passthrough for now; typed in a later plan).	COMMENT
LOW	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	761	pub audio_configuration: AudioConfiguration,	COMMENT
LOW	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	781	pub position: Point,	COMMENT
LOW	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	841		COMMENT
LOW	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	1021	#[serde(default)]	COMMENT
LOW	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	1061	pub struct AudioTrackMix {	COMMENT
LOW	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	1161	#[serde(rename = "createdAt")]	COMMENT
LOW	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	1261	//! Schema-migration plumbing.	COMMENT
LOW	packages/creation-core/src/creation_core.cpp	1	// OpenReel Creation Core - native C++ implementation of the C ABI.	COMMENT
LOW	.github/workflows/release.yml	1	name: Release Desktop	COMMENT

Fake / Example Data17 hits · 25 pts

Severity	File	Line	Snippet	Context
LOW⚡	…storm/46511-1779972049/content/workspace-paradigm.html	12	<div class="placeholder" style="background:#2a2a3a;">Media</div>	CODE
LOW⚡	…storm/46511-1779972049/content/workspace-paradigm.html	13	<div class="placeholder" style="background:#1a1a2a;">Preview</div>	CODE
LOW⚡	…storm/46511-1779972049/content/workspace-paradigm.html	14	<div class="placeholder" style="background:#2a2a3a;">Inspector</div>	CODE
LOW⚡	…storm/46511-1779972049/content/workspace-paradigm.html	15	<div class="placeholder" style="grid-column: 1 / -1; background:#1f1f2f;">Timeline (multi-track)</div>	CODE
LOW⚡	…storm/46511-1779972049/content/workspace-paradigm.html	37	<div class="placeholder" style="background:#2a2a3a;">Media</div>	CODE
LOW⚡	…storm/46511-1779972049/content/workspace-paradigm.html	38	<div class="placeholder" style="background:#1a1a2a;">Preview</div>	CODE
LOW⚡	…storm/46511-1779972049/content/workspace-paradigm.html	39	<div class="placeholder" style="background:#2a2a3a;">Inspector</div>	CODE
LOW⚡	…storm/46511-1779972049/content/workspace-paradigm.html	40	<div class="placeholder" style="grid-column: 1 / -1; background:#1f1f2f;">Timeline</div>	CODE
LOW⚡	…storm/46511-1779972049/content/workspace-paradigm.html	54	<div class="placeholder" style="background:#2a2a3a;">Media</div>	CODE
LOW⚡	…storm/46511-1779972049/content/workspace-paradigm.html	55	<div class="placeholder" style="background:#1a1a2a;">Preview</div>	CODE
LOW⚡	…storm/46511-1779972049/content/workspace-paradigm.html	56	<div class="placeholder" style="background:#2a2a3a;">Inspector</div>	CODE
LOW⚡	…storm/46511-1779972049/content/workspace-paradigm.html	57	<div class="placeholder" style="grid-column: 1 / -1; background:#1f1f2f;">Timeline</div>	CODE
LOW⚡	…storm/46511-1779972049/content/workspace-paradigm.html	72	<div class="placeholder" style="position: absolute; top: 8px; left: 8px; width: 35%; height: 50%; background:#	CODE
LOW⚡	…storm/46511-1779972049/content/workspace-paradigm.html	73	<div class="placeholder" style="position: absolute; top: 8px; right: 8px; width: 45%; height: 60%; background:	CODE
LOW⚡	…storm/46511-1779972049/content/workspace-paradigm.html	74	<div class="placeholder" style="position: absolute; bottom: 30%; left: 8px; width: 35%; height: 30%; backgroun	CODE
LOW⚡	…storm/46511-1779972049/content/workspace-paradigm.html	75	<div class="placeholder" style="position: absolute; bottom: 8px; left: 8px; right: 8px; height: 25%; backgroun	CODE
LOW	…b/src/components/shaders/ShaderPreviewBrowser.test.tsx	60	).toHaveAttribute("placeholder", "Search effects");	CODE

Modern AI Meta-Vocabulary7 hits · 20 pts

Severity	File	Line	Snippet	Context
MEDIUM	…powers/plans/2026-06-02-desktop-native-pro-redesign.md	51	# PHASE 1 — Native shell + theme + boot scaffold	COMMENT
MEDIUM	docs/superpowers/plans/2026-05-28-ios-trim-and-crop.md	1097	### Task 2.3: Create the `CropEditorView` scaffolding (no interactions yet)	COMMENT
MEDIUM	…rs/plans/2026-05-28-phase-0-openreel-project-schema.md	62	### Task 2: Wire deps into `openreel-project` and replace the scaffold `lib.rs`	COMMENT
MEDIUM	…powers/plans/2026-06-02-electron-desktop-phases-0-2.md	476	### Task 0.4: IPC contract scaffold + zod validation harness	COMMENT
MEDIUM	…s/2026-06-02-electron-desktop-native-offload-design.md	76	sidecar/ # FFmpeg orchestration (encode/decode/capture/probe)	CODE
MEDIUM	…s/2026-06-02-electron-desktop-native-offload-design.md	164	### 6.3 Job orchestration	COMMENT
MEDIUM	packages/creation-core/src/creation_core.cpp	3	// This is the Phase 0 native scaffold. It implements the C ABI declared in	COMMENT

Unused Imports7 hits · 7 pts

Severity	File	Line	Context
LOW	scripts/filters/transforms.py	1	CODE
LOW	scripts/filters/manifest.py	1	CODE
LOW	scripts/filters/generate.py	1	CODE
LOW	scripts/filters/lut.py	1	CODE
LOW	scripts/filters/recipe.py	1	CODE
LOW	scripts/filters/tests/test_transforms.py	2	CODE
LOW	scripts/parity/compare_averages.py	7	CODE

Slop Phrases2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	.serena/project.yml	51	# Same syntax as gitignore, so you can use * and **.	COMMENT
LOW	.serena/project.yml	62	# To make sure you have the latest list of tools, and to view their descriptions,	COMMENT

Verbosity Indicators2 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW⚡	packages/core/src/audio/beat-detection-engine.ts	117	// Step 3: Compute dynamic threshold based on local statistics and sensitivity	COMMENT
LOW⚡	packages/core/src/audio/beat-detection-engine.ts	123	// Step 4: Detect peaks (onsets) with multiple constraints	COMMENT

Structural Annotation Overuse2 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW⚡	packages/core/src/audio/beat-detection-engine.ts	117	// Step 3: Compute dynamic threshold based on local statistics and sensitivity	COMMENT
LOW⚡	packages/core/src/audio/beat-detection-engine.ts	123	// Step 4: Detect peaks (onsets) with multiple constraints	COMMENT

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	.serena/project.yml	112	# Set this to [] to disable base modes for this project.	COMMENT
LOW	.serena/project.yml	113	# Set this to a list of mode names to always include the respective modes for this project.	COMMENT

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/start-issue.sh	43	# Create the branch linked to the issue and check it out	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/agent/src/headless-host.ts	47	// robust to inverse handlers throwing and to history trimming (maxHistorySize)	COMMENT

Deep Nesting2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/filters/transforms.py	55		CODE
LOW	scripts/filters/lut.py	28		CODE

Excessive Try-Catch Wrapping2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	apps/desktop/src/main/sidecar/rigging-backend.ts	264	except Exception as exc:	CODE
LOW	apps/desktop/src/main/sidecar/rigging-backend.ts	327	except Exception as exc:	CODE

Augani/openreel-video

Open-Source Code Quality, Security and Technical Debt Review