0.3

Adjusted Signal

0.3

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

5.5K

Stars

Lua

Language

816.7K

Lines of Code

474

Files

254

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 1.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 250 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 4 finding(s).

Agent Over-Engineering Ratio 0.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 47 finding(s).

PR Review Velocity Impact 1.6/100 · LOW

Which changes need focused human review? 254 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 0MEDIUM 0LOW 253

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 254 distinct pattern matches across 5 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 Block202 hits · 181 pts

Severity	File	Line	Snippet	Context
LOW	src/Export/Bases/body.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/body.txt	21		COMMENT
LOW	src/Export/Bases/jewel.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/jewel.txt	21	#subType Timeless	COMMENT
LOW	src/Export/Bases/Rares.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/Rares.txt	21	#setBestBase Gloves, Evasion, [ Prefix: LocalIncreasedEvasionRating2, Prefix: LocalIncreasedEvasionRatingPercent5, Prefi	COMMENT
LOW	src/Export/Bases/Rares.txt	41	#setBestBase Body Armour, Armour/Energy Shield, Armour/Energy Shield Chest, [ Prefix: LocalBaseArmourAndEnergyShield5, P	COMMENT
LOW	src/Export/Bases/Rares.txt	61	#setBestBase Shield, Armour, [ Prefix: LocalIncreasedBlockPercentage5, Prefix: LocalIncreasedPhysicalDamageReductionRati	COMMENT
LOW	src/Export/Bases/Rares.txt	81	#setBase Jade Amulet, [ Suffix: Dexterity5]	COMMENT
LOW	src/Export/Bases/Rares.txt	101	#setBase Ruby Ring, Resistance Ring, [ ]	COMMENT
LOW	src/Export/Bases/Rares.txt	121	-- Belts	COMMENT
LOW	src/Export/Bases/Rares.txt	141	#baseGroup Elemental Two Handed, [ Prefix: LocalAddedFireDamageTwoHand8_, Prefix: LocalAddedColdDamageTwoHand8, Prefix:	COMMENT
LOW	src/Export/Bases/Rares.txt	161	#setBase Pneumatic Dagger, Elemental %s, [ ]	COMMENT
LOW	src/Export/Bases/Rares.txt	181	#setBase Impact Force Propagator, Elemental %s, [ ]	COMMENT
LOW	src/Export/Bases/Rares.txt	201	#setBase Anarchic Spiritblade, Physical %s, [ ]	COMMENT
LOW	src/Export/Bases/flask.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/boots.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/boots.txt	21	#forceShow true	COMMENT
LOW	src/Export/Bases/shield.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/shield.txt	21		COMMENT
LOW	src/Export/Bases/dagger.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/quiver.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/gloves.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/gloves.txt	21		COMMENT
LOW	src/Export/Bases/belt.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/amulet.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/amulet.txt	21	#base Metadata/Items/Amulets/Talismans/Talisman3_6_1 Monkey Paw Talisman (Power)	COMMENT
LOW	src/Export/Bases/staff.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/ring.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/sword.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/sword.txt	21	#subType	COMMENT
LOW	src/Export/Bases/mace.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/graft.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/helmet.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/helmet.txt	21	#baseMatch Metadata/Items/Armours/Helmets/HelmetStrInt%d+	COMMENT
LOW	src/Export/Bases/wand.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Bases/axe.txt	1	-- Item data (c) Grinding Gear Games	COMMENT
LOW	src/Export/Skills/act_dex.txt	281	#mods	COMMENT
LOW	src/Export/Skills/act_dex.txt	601	#mods	COMMENT
LOW	src/Export/Skills/act_dex.txt	641	},	COMMENT
LOW	src/Export/Skills/act_dex.txt	1041	#mods	COMMENT
LOW	src/Export/Skills/act_dex.txt	1241	#skill EnsnaringArrow	COMMENT
LOW	src/Export/Skills/act_dex.txt	1581		COMMENT
LOW	src/Export/Skills/act_dex.txt	1981	area = false,	COMMENT
LOW	src/Export/Skills/act_dex.txt	2221	#mods	COMMENT
LOW	src/Export/Skills/act_dex.txt	2481	#mods	COMMENT
LOW	src/Export/Skills/act_dex.txt	3001	},	COMMENT
LOW	src/Export/Skills/act_dex.txt	3041	#baseMod skill("radius", 18)	COMMENT
LOW	src/Export/Skills/act_dex.txt	3081	#mods	COMMENT
LOW	src/Export/Skills/sup_int.txt	581		COMMENT
LOW	src/Export/Skills/act_int.txt	641		COMMENT
LOW	src/Export/Skills/act_int.txt	661	#skill ColdSnapAltX	COMMENT
LOW	src/Export/Skills/act_int.txt	681	},	COMMENT
LOW	src/Export/Skills/act_int.txt	721	},	COMMENT
LOW	src/Export/Skills/act_int.txt	1041	#baseMod skill("radius", 22)	COMMENT
LOW	src/Export/Skills/act_int.txt	1161	["firestorm_initial_impact_area_of_effect_+%_final"] = {	COMMENT
LOW	src/Export/Skills/act_int.txt	1181		COMMENT
LOW	src/Export/Skills/act_int.txt	1681	#baseMod skill("radiusSecondaryLabel", "Area of Chilled Ground:")	COMMENT
LOW	src/Export/Skills/act_int.txt	3161	#skill VaalLightningTrap	COMMENT
LOW	src/Export/Skills/act_int.txt	3461	},	COMMENT
142 more matches not shown…

Hyper-Verbose Identifiers47 hits · 49 pts

Severity	File	Line	Snippet	Context
LOW	spec/System/TestSkills_spec.lua	417	local function getAverageDamageMultiplier()	CODE
LOW	spec/System/TestDefence_spec.lua	15	local function poolsRemainingAfterTypeMaxHit(type, enemyDamageMulti)	CODE
LOW	spec/System/TestRadiusJewelStatDiff_spec.lua	90	local function findAllocatedNodesInRadius(spec, socketNode, radiusIndex)	CODE
LOW	spec/System/TestRadiusJewelStatDiff_spec.lua	262	local function tooltipContainsNegativeStat(tooltip, label)	CODE
LOW	spec/System/TestRadiusJewelStatDiff_spec.lua	281	local function findLeapOverlapCandidates(spec, radiusIndex)	CODE
LOW	spec/System/TestImport_spec.lua	149	function importAndReimportWithOldJewel(shouldDelete)	CODE
LOW⚡	spec/System/TestImportReimport_spec.lua	58	local function reimportSocketedItemsWithOptions(itemTypeLine, inventoryId, socketedItems, clearItems)	CODE
LOW⚡	spec/System/TestImportReimport_spec.lua	65	local function reimportSingleSocketedGemWithOptions(itemTypeLine, inventoryId, gemName, clearItems)	CODE
LOW⚡	spec/System/TestImportReimport_spec.lua	71	local function reimportSingleSocketedGem(itemTypeLine, inventoryId, gemName)	CODE
LOW⚡	spec/System/TestImportReimport_spec.lua	75	local function assertReimportPreservesSkillSubstate(slotName, itemTypeLine, inventoryId, gemName, fieldName, fieldValue	CODE
LOW	spec/System/TestMinionAttackTime_spec.lua	20	local function equipReplicaMaatasTeaching()	CODE
LOW	spec/System/TestTriggers_spec.lua	2	local function equipDreadCaptainsCutlass()	CODE
LOW	spec/System/TestItemCorruption_spec.lua	4	local function assertImplicitSelectionsCleared(controls)	CODE
LOW	src/_SimpleGraphic.def.lua	191	function SetDPIScaleOverridePercent(percent) end	CODE
LOW	src/_SimpleGraphic.def.lua	194	function GetDPIScaleOverridePercent()	CODE
LOW	src/Classes/ItemsTab.lua	2858	local function buildEnchantmentSourceList()	CODE
LOW	src/Classes/ItemsTab.lua	4160	local function cloneSpecForJewelComparison(spec)	CODE
LOW	src/Classes/ItemsTab.lua	4216	local function buildSpecForJewelComparison(itemsTab, compareSlot, replacementItem)	CODE
LOW	src/Classes/TradeQuery.lua	259	local function initStatSortSelectionList(list)	CODE
LOW	src/Classes/TradeQuery.lua	1225	local function addMegalomaniacCompareToTooltipIfApplicable(tooltip, result_index)	CODE
LOW	src/Classes/CompareTab.lua	4639	local function calcRowMatchesBetweenBuilds(self, colData, primaryActor, compareActor, compareEntry)	CODE
LOW	src/Classes/ImportTab.lua	888	function FindMatchingStandardLeague(league)	CODE
LOW	src/Classes/ImportTab.lua	1257	local function getSocketGroupReimportKey(socketGroup)	CODE
LOW	src/Classes/ImportTab.lua	1271	local function snapshotSocketGroupReimportState(socketGroup, isMainGroup)	CODE
LOW	src/Classes/ImportTab.lua	1324	local function applySocketGroupReimportState(socketGroup, state)	CODE
LOW	src/Classes/CalcsTab.lua	532	local function masteryEffectCanBeAssignedToNode(node, masteryEffect)	CODE
LOW	src/Classes/TradeQueryGenerator.lua	60	local function canModSpawnForItemCategory(mod, category)	CODE
LOW	src/Classes/TradeQueryGenerator.lua	456	local function getTradeCategoryNamesForType(mask, cat)	CODE
LOW	src/Classes/SkillListControl.lua	162	local function updateActiveSocketGroupIndex()	CODE
LOW	src/Classes/PassiveTreeView.lua	464	local function allocateClickedAscendancy()	CODE
LOW	src/Classes/TreeTab.lua	335	local function buildConvertAllButtonLabel()	CODE
LOW	src/Classes/TreeTab.lua	1537	local function buildNodeOptionCheckboxes(nodes)	CODE
LOW	src/Classes/PassiveSpec.lua	2070	local function addToAllocatedSubgraphNodes(node)	CODE
LOW	src/Modules/ConfigModBrowser.lua	113	local function sortAlphabeticallyIgnoringValues(a, b)	CODE
LOW	src/Modules/CalcPerform.lua	551	function doActorLifeManaReservation(actor, addAura)	CODE
LOW	src/Modules/CalcTriggers.lua	65	local function packageSkillDataForSimulation(skill, env)	CODE
LOW	src/Modules/CalcTriggers.lua	105	function calcMultiSpellRotationImpact(env, skillRotation, sourceRate, triggerCD, chance, actor)	CODE
LOW	src/Modules/Main.lua	1279	local function controlIsInsideScrollClip(popupDialog, control)	CODE
LOW	src/Modules/CalcOffence.lua	185	local function calcMoltenStrikeTertiaryRadius(baseRadius, deadzoneRadius, areaMod, speedMod)	CODE
LOW	src/Modules/CalcOffence.lua	235	local function setMoltenStrikeTertiaryRadiusBreakdown(breakdown, deadzoneRadius, baseRadius, label, incArea, moreArea, i	CODE
LOW	src/Modules/ItemTools.lua	205	local function checkSubstitutionCombinations(i, numSubstitutions, indices)	CODE
LOW	src/Modules/DataAbyssJewelLookUpTableHelper.lua	51	local function resolveAbyssJewelComponent(component, legion)	CODE
LOW	src/Modules/DataAbyssJewelLookUpTableHelper.lua	59	local function getAbyssJewelComponentRoll(component, node, statIndex)	CODE
LOW	src/Modules/CalcDefence.lua	154	local function damageMitigationMultiplierForType(damage, type)	CODE
LOW	src/Modules/CalcDefence.lua	179	local function calcLifeHitPoolWithLossPrevention(life, maxLife, lifeLossPrevented, lifeLossBelowHalfPrevented)	CODE
LOW	src/Data/Global.lua	179	function ClearMatchKeywordFlagsCache()	CODE
LOW	src/Data/Uniques/Special/Generated.lua	548	function buildTreeDependentUniques(tree)	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	src/Classes/ImportTab.lua	1861	self.build.skillsTab.controls.imbuedSupport.gemChangeFunc(data.gems[data.gemForBaseName[socketGroup.imbuedSupport:l	CODE

Unused Imports3 hits · 3 pts

Severity	File	Line	Context
LOW	update_manifest.py	10	CODE
LOW	update_manifest.py	10	CODE
LOW	fix_ascendancy_positions.py	2	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	.github/tweak_changelogs.sh	8	# Check if there is more than one non-empty line (the full changelog line) before we continue	COMMENT

PathOfBuildingCommunity/PathOfBuilding

Open-Source Code Quality, Security and Technical Debt Review