2.2

Adjusted Signal

2.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

12.8K

Stars

Rust

Language

636.0K

Lines of Code

3.5K

Files

568

Pattern Hits

2026-10-31

Scan Date

0.02

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 3.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 446 finding(s).

Hallucinated Dependency & Supply Chain Risk 6.0/100 · LOW

Are imports declared and package/API names verified? 76 finding(s).

Agent Over-Engineering Ratio 1.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 49 finding(s).

PR Review Velocity Impact 9.9/100 · LOW

Which changes need focused human review? 568 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 73HIGH 0MEDIUM 52LOW 443

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 568 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.

Hallucination Indicators73 hits · 785 pts

Severity	File	Line	Snippet	Context
CRITICAL	crates/pumpkin-wasm-host-v0_2/src/server.rs	264	Ok(server.advanced_config.networking.java.motd.clone())	CODE
CRITICAL	crates/pumpkin-wasm-host-v0_2/src/server.rs	288	Ok(server.advanced_config.networking.java.view_distance.get())	CODE
CRITICAL⚡	…rld/src/generation/structure/structures/mansion/mod.rs	490	let min_x = self.piece.bounding_box.min.x.max(chunk_box.min.x);	CODE
CRITICAL⚡	…rld/src/generation/structure/structures/mansion/mod.rs	491	let max_x = self.piece.bounding_box.max.x.min(chunk_box.max.x);	CODE
CRITICAL⚡	…rld/src/generation/structure/structures/mansion/mod.rs	492	let min_z = self.piece.bounding_box.min.z.max(chunk_box.min.z);	CODE
CRITICAL⚡	…rld/src/generation/structure/structures/mansion/mod.rs	493	let max_z = self.piece.bounding_box.max.z.min(chunk_box.max.z);	CODE
CRITICAL	crates/pumpkin-wasm-host-v0_1/src/server.rs	311	Ok(server.advanced_config.networking.java.motd.clone())	CODE
CRITICAL	crates/pumpkin-wasm-host-v0_1/src/server.rs	347	Ok(server.advanced_config.networking.java.view_distance.get())	CODE
CRITICAL	crates/pumpkin-core/src/net/query.rs	160	server.advanced_config.networking.java.motd.as_str(),	CODE
CRITICAL	crates/pumpkin-core/src/net/query.rs	186	server.advanced_config.networking.java.motd.as_str(),	CODE
CRITICAL	crates/pumpkin-core/src/entity/player.rs	7312	self.living_entity.entity.entity_type.resource_name.into(),	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	330	let world = self.mob_entity.living_entity.entity.world.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	371	let pos = self.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	389	let pos = self.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	422	let yaw = self.mob_entity.living_entity.entity.yaw.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	580	let world = self.mob_entity.living_entity.entity.world.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	581	let pos = self.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	601	let world = self.mob_entity.living_entity.entity.world.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	603	let dragon_bbox = self.mob_entity.living_entity.entity.bounding_box.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	639	let world = self.mob_entity.living_entity.entity.world.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	640	let pos = self.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	673	let world = self.mob_entity.living_entity.entity.world.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	674	let bbox = self.mob_entity.living_entity.entity.bounding_box.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	706	let yaw = self.mob_entity.living_entity.entity.yaw.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	711	let pos = self.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	787	let y = self.mob_entity.living_entity.entity.pos.load().y;	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	788	let yaw = self.mob_entity.living_entity.entity.yaw.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	799	let world = self.mob_entity.living_entity.entity.world.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/ender_dragon.rs	843	let pos = self.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL⚡	crates/pumpkin-core/src/entity/boss/wither.rs	176	return self.mob_entity.living_entity.entity.pos.load().x;	CODE
CRITICAL⚡	crates/pumpkin-core/src/entity/boss/wither.rs	178	let yaw = self.mob_entity.living_entity.entity.yaw.load();	CODE
CRITICAL⚡	crates/pumpkin-core/src/entity/boss/wither.rs	180	self.mob_entity.living_entity.entity.pos.load().x + (angle.cos() as f64) * 1.3	CODE
CRITICAL⚡	crates/pumpkin-core/src/entity/boss/wither.rs	185	let base_y = self.mob_entity.living_entity.entity.pos.load().y;	CODE
CRITICAL⚡	crates/pumpkin-core/src/entity/boss/wither.rs	196	return self.mob_entity.living_entity.entity.pos.load().z;	CODE
CRITICAL⚡	crates/pumpkin-core/src/entity/boss/wither.rs	198	let yaw = self.mob_entity.living_entity.entity.yaw.load();	CODE
CRITICAL⚡	crates/pumpkin-core/src/entity/boss/wither.rs	200	self.mob_entity.living_entity.entity.pos.load().z + (angle.sin() as f64) * 1.3	CODE
CRITICAL	crates/pumpkin-core/src/entity/boss/wither.rs	273	let pos = self.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL	…in-core/src/entity/boss/ender_dragon/phase/circling.rs	14	let pos = dragon.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL	…in-core/src/entity/boss/ender_dragon/phase/circling.rs	55	let world = dragon.mob_entity.living_entity.entity.world.load();	CODE
CRITICAL	…src/entity/boss/ender_dragon/phase/landing_approach.rs	21	let pos = dragon.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL	…in-core/src/entity/boss/ender_dragon/phase/strafing.rs	36	let world = dragon.mob_entity.living_entity.entity.world.load();	CODE
CRITICAL	…in-core/src/entity/boss/ender_dragon/phase/strafing.rs	37	let pos = dragon.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL	…in-core/src/entity/boss/ender_dragon/phase/strafing.rs	133	let yaw = dragon.mob_entity.living_entity.entity.yaw.load();	CODE
CRITICAL	…-core/src/entity/boss/ender_dragon/phase/taking_off.rs	21	let pos = dragon.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL	…in-core/src/entity/boss/ender_dragon/phase/charging.rs	21	let world = dragon.mob_entity.living_entity.entity.world.load();	CODE
CRITICAL	…in-core/src/entity/boss/ender_dragon/phase/charging.rs	22	let pos = dragon.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL	…re/src/entity/boss/ender_dragon/phase/fly_to_portal.rs	21	let pos = dragon.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL	…es/pumpkin-core/src/entity/passive/wandering_trader.rs	857	&self.mob_entity.living_entity.entity.pos.load(),	CODE
CRITICAL	…es/pumpkin-core/src/entity/passive/wandering_trader.rs	962	let entity_pos = trader.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL	…es/pumpkin-core/src/entity/passive/wandering_trader.rs	977	let entity_pos = trader.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL	…es/pumpkin-core/src/entity/passive/wandering_trader.rs	1004	let entity_pos = trader.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL	…es/pumpkin-core/src/entity/passive/wandering_trader.rs	1120	let world = trader.mob_entity.living_entity.entity.world.load();	CODE
CRITICAL	…es/pumpkin-core/src/entity/passive/wandering_trader.rs	1188	&trader.mob_entity.living_entity.entity.pos.load(),	CODE
CRITICAL	…es/pumpkin-core/src/entity/passive/wandering_trader.rs	1212	&trader.mob_entity.living_entity.entity.pos.load(),	CODE
CRITICAL	…es/pumpkin-core/src/entity/passive/wandering_trader.rs	1229	&trader.mob_entity.living_entity.entity.pos.load(),	CODE
CRITICAL	…kin-core/src/entity/ai/goal/teleport_towards_player.rs	81	let world = self.enderman.mob_entity.living_entity.entity.world.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/mob/piglin_ai.rs	224	let world = piglin.mob_entity.living_entity.entity.world.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/mob/piglin_ai.rs	323	.unwrap_or_else(\|\| piglin.mob_entity.living_entity.entity.pos.load())	CODE
CRITICAL	crates/pumpkin-core/src/entity/mob/ghast.rs	364	let pos = ghast.mob_entity.living_entity.entity.pos.load();	CODE
CRITICAL	crates/pumpkin-core/src/entity/mob/ghast.rs	374	let pos = ghast.mob_entity.living_entity.entity.pos.load();	CODE
13 more matches not shown…

Over-Commented Block412 hits · 404 pts

Severity	File	Line	Snippet	Context
LOW	docker-compose.yml	1	services:	COMMENT
LOW	tools/pumpkin-codegen/src/advancement.rs	241	shift: f32,	COMMENT
LOW	tools/pumpkin-codegen/src/advancement.rs	361	/// It performs a post-order traversal (children before parent) to recursively calculate positions.	COMMENT
LOW	tools/pumpkin-codegen/src/advancement.rs	421	/// (parent before children) to accumulate modifications from parent nodes to children.	COMMENT
LOW	tools/pumpkin-codegen/src/advancement.rs	481	/// * `nodes` - A mutable reference to the vector of `TreeNodePosition` representing the tree structure.	COMMENT
LOW	tools/pumpkin-codegen/src/advancement.rs	621	///	COMMENT
LOW	tools/pumpkin-codegen/src/context_provider.rs	41		COMMENT
LOW	tools/pumpkin-codegen/src/biome.rs	41	/// Downfall value affecting how wet the biome is (influences snow/rain).	COMMENT
LOW	tools/pumpkin-codegen/src/biome.rs	101	/// Miscellaneous entity spawners for this biome.	COMMENT
LOW	tools/pumpkin-codegen/src/item.rs	21	pub struct Item {	COMMENT
LOW	tools/pumpkin-codegen/src/item.rs	41	#[serde(rename = "minecraft:jukebox_playable")]	COMMENT
LOW	tools/pumpkin-codegen/src/item.rs	61	/// Consumable component, present if this item has a custom use animation or duration.	COMMENT
LOW	tools/pumpkin-codegen/src/item.rs	1541	pub swappable: bool,	COMMENT
LOW	tools/pumpkin-codegen/src/block.rs	641	pub collision_shapes: Vec<u16>,	COMMENT
LOW	tools/pumpkin-codegen/src/block.rs	1801	#[must_use]	COMMENT
LOW	tools/pumpkin-codegen/src/block.rs	1901	#[must_use]	COMMENT
LOW	tools/pumpkin-codegen/src/structures.rs	141	/// Optional height provider (e.g. for nether fossils).	COMMENT
LOW	tools/pumpkin-codegen/src/recipes.rs	21	#[serde(rename = "minecraft:crafting_shapeless")]	COMMENT
LOW	tools/pumpkin-codegen/src/recipes.rs	41	/// Stonecutter recipe.	COMMENT
LOW	crates/pumpkin-data/src/lib.rs	41	#[cfg(feature = "translation")]	COMMENT
LOW	crates/pumpkin-data/src/lib.rs	81		COMMENT
LOW	crates/pumpkin-data/src/lib.rs	121	#[cfg(feature = "noise_parameter")]	COMMENT
LOW	crates/pumpkin-data/src/lib.rs	141	#[cfg(feature = "chunk_status")]	COMMENT
LOW	crates/pumpkin-data/src/lib.rs	161		COMMENT
LOW	crates/pumpkin-data/src/lib.rs	241	#[cfg(feature = "damage")]	COMMENT
LOW	crates/pumpkin-data/src/lib.rs	261	#[cfg(feature = "bedrock_biome")]	COMMENT
LOW	crates/pumpkin-data/src/lib.rs	281		COMMENT
LOW	crates/pumpkin-data/src/lib.rs	301		COMMENT
LOW	crates/pumpkin-data/src/lib.rs	321		COMMENT
LOW	crates/pumpkin-data/src/lib.rs	341		COMMENT
LOW	crates/pumpkin-data/src/lib.rs	361		COMMENT
LOW	crates/pumpkin-data/src/lib.rs	381		COMMENT
LOW	crates/pumpkin-data/src/lib.rs	401		COMMENT
LOW	crates/pumpkin-data/src/lib.rs	421		COMMENT
LOW	crates/pumpkin-data/src/lib.rs	481	#[cfg(feature = "slot_ranges")]	COMMENT
LOW	crates/pumpkin-data/src/blocks.rs	61	Default,	COMMENT
LOW	crates/pumpkin-scheduler/src/global.rs	81	}	COMMENT
LOW	crates/pumpkin-scheduler/src/domain.rs	21	domain_id!(RegionDomainId);	COMMENT
LOW	crates/pumpkin-scheduler/src/domain.rs	41	///	COMMENT
LOW	crates/pumpkin-scheduler/src/domain.rs	61	/// Owns work associated with one movable player or entity.	COMMENT
LOW	crates/pumpkin-world/src/world.rs	21	const NOTIFY_ALL = 0b000_0000_0011;	COMMENT
LOW	crates/pumpkin-world/src/level.rs	61	/// The `Level` module provides functionality for working with chunks within or outside a Minecraft world.	COMMENT
LOW	crates/pumpkin-world/src/chunk/palette.rs	1161	}	COMMENT
LOW	crates/pumpkin-world/src/chunk/format/linear.rs	21	/// Allowed grid sizes for v2 bucket subdivision.	COMMENT
LOW	crates/pumpkin-world/src/test_instance/mod.rs	1	//! Embedded `GameTest` test-instance resources.	COMMENT
LOW	crates/pumpkin-world/src/biome/multi_noise.rs	61	// use pumpkin_util::world_seed::Seed;	COMMENT
LOW	crates/pumpkin-world/src/biome/multi_noise.rs	81	// y,	COMMENT
LOW	crates/pumpkin-world/src/world_info/mod.rs	81	// These are NOT serialized to level.dat, but are still deserialized from it if present.	COMMENT
LOW	crates/pumpkin-world/src/data/player_data.rs	61	#[must_use]	COMMENT
LOW	…kin-world/src/generation/generator/structure_finder.rs	21	/// Finds the block position of the nearest structure whose placement is listed	COMMENT
LOW	…d/src/generation/noise/router/density_function/test.rs	581	// let proto_stack =	COMMENT
LOW	…d/src/generation/noise/router/density_function/test.rs	601	// struct DensityFunctionReprs {	COMMENT
LOW	…d/src/generation/noise/router/density_function/test.rs	621	// factor: DensityFunctionRepr,	COMMENT
LOW	…d/src/generation/noise/router/density_function/test.rs	641	// };	COMMENT
LOW	…d/src/generation/noise/router/density_function/test.rs	661	// sample,	COMMENT
LOW	…d/src/generation/noise/router/density_function/test.rs	681	// f32::EPSILON	COMMENT
LOW	…d/src/generation/noise/router/density_function/test.rs	701	// );	COMMENT
LOW	…d/src/generation/noise/router/density_function/test.rs	721	// }	COMMENT
LOW	…d/src/generation/noise/router/density_function/test.rs	741	// }	COMMENT
LOW	…d/src/generation/noise/router/density_function/test.rs	761		COMMENT
352 more matches not shown…

Decorative Section Separators46 hits · 138 pts

Severity	File	Line	Snippet	Context
MEDIUM	tools/pumpkin-codegen/src/mob_variant.rs	16	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	tools/pumpkin-codegen/src/mob_variant.rs	18	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	tools/pumpkin-codegen/src/mob_variant.rs	258	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	tools/pumpkin-codegen/src/mob_variant.rs	260	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/pumpkin-data/src/item_stack/mod.rs	1139	// ── damage_item ───────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-data/src/item_stack/mod.rs	1264	// ── repair_item ──────────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-data/src/item_stack/mod.rs	1382	// ── stacked item breaking ────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-data/src/item_stack/mod.rs	1410	// ── weapon category predicates ───────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-data/src/item_stack/mod.rs	1501	// ── Unbreaking (statistical) ─────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-data/src/item_stack/mod.rs	1555	// ── set_damage ───────────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-world/src/world_info/anvil.rs	437	// ── Write level.dat ───────────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-world/src/world_info/anvil.rs	460	// ── Write data/minecraft/*.dat files ─────────────────────────────────	COMMENT
MEDIUM	…kin-world/src/generation/generator/structure_finder.rs	49	// ── Pass 1: Concentric-rings (strongholds) ──────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/entity/living.rs	4504	// ── bypasses_armor_durability ─────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/entity/mob/equipment.rs	41	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/pumpkin-core/src/entity/mob/equipment.rs	45	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/pumpkin-core/src/entity/mob/equipment.rs	79	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/pumpkin-core/src/entity/mob/equipment.rs	86	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/pumpkin-core/src/entity/mob/equipment.rs	136	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/pumpkin-core/src/entity/mob/equipment.rs	138	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/pumpkin-core/src/entity/mob/equipment.rs	456	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/pumpkin-core/src/entity/mob/equipment.rs	461	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/pumpkin-core/src/entity/mob/equipment.rs	579	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/pumpkin-core/src/entity/mob/equipment.rs	581	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/pumpkin-core/src/entity/mob/equipment.rs	621	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/pumpkin-core/src/entity/mob/equipment.rs	627	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/pumpkin-core/src/entity/mob/equipment.rs	808	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/pumpkin-core/src/entity/mob/equipment.rs	810	// ══════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	24	// ── Constants (match vanilla exactly) ────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	38	// ── End Spike definition ─────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	42	// ── Respawn stage ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	54	// ── DragonFight ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	57	// ── Persistent state (SavedData in vanilla) ───────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	69	// ── Transient counters & testing flags ────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	76	// ── Boss bar ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	152	// ── Main tick ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	206	// ── State scanning ────────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	283	// ── Exit portal pattern & discovery ───────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	400	// ── Dragon lifecycle ──────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	547	// ── Crystal destruction ───────────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	565	// ── Respawn sequence ──────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	898	// ── Gateway spawning ──────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	967	// ── Crystal spawning ──────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	1008	// ── Exit portal ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	1030	// ── Boss-bar management ───────────────────────────────────────────────────	COMMENT
MEDIUM	crates/pumpkin-core/src/world/dragon_fight.rs	1117	// ── Public queries ────────────────────────────────────────────────────────	COMMENT

Structural Annotation Overuse10 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	crates/pumpkin-data/src/block_rotation.rs	558	// Step 1: StairBlock.mirror	COMMENT
LOW	crates/pumpkin-data/src/block_rotation.rs	595	// Step 2: StairBlock.rotate (only rotates facing)	COMMENT
LOW⚡	crates/pumpkin-data/src/block_rotation.rs	631	// Step 1: DoorBlock.mirror	COMMENT
LOW⚡	crates/pumpkin-data/src/block_rotation.rs	640	// Step 2: DoorBlock.rotate	COMMENT
LOW	crates/pumpkin-protocol/src/java/packet_encoder.rs	208	/// NOTE: This method does not flush. Call [`Self::flush`] to flush buffered data.	COMMENT
LOW⚡	crates/pumpkin-plugin-api/src/worldgen.rs	96	/// Step 1: Assign biomes across the chunk column.	COMMENT
LOW⚡	crates/pumpkin-plugin-api/src/worldgen.rs	99	/// Step 2: Generate basic terrain / noise shape into the chunk.	COMMENT
LOW⚡	crates/pumpkin-plugin-api/src/worldgen.rs	102	/// Step 3: Apply surface rules (e.g. grass, sand, stone layers).	COMMENT
LOW⚡	crates/pumpkin-plugin-api/src/worldgen.rs	105	/// Step 4: Populate chunk with features, structures, decorations, ores, etc.	COMMENT
LOW	crates/pumpkin-core/src/world/mod.rs	4352	// NOTE: This function doesn't actually await on anything, it just spawns two tokio tasks	COMMENT

Verbosity Indicators8 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	crates/pumpkin-data/src/block_rotation.rs	558	// Step 1: StairBlock.mirror	COMMENT
LOW	crates/pumpkin-data/src/block_rotation.rs	595	// Step 2: StairBlock.rotate (only rotates facing)	COMMENT
LOW⚡	crates/pumpkin-data/src/block_rotation.rs	631	// Step 1: DoorBlock.mirror	COMMENT
LOW⚡	crates/pumpkin-data/src/block_rotation.rs	640	// Step 2: DoorBlock.rotate	COMMENT
LOW⚡	crates/pumpkin-plugin-api/src/worldgen.rs	96	/// Step 1: Assign biomes across the chunk column.	COMMENT
LOW⚡	crates/pumpkin-plugin-api/src/worldgen.rs	99	/// Step 2: Generate basic terrain / noise shape into the chunk.	COMMENT
LOW⚡	crates/pumpkin-plugin-api/src/worldgen.rs	102	/// Step 3: Apply surface rules (e.g. grass, sand, stone layers).	COMMENT
LOW⚡	crates/pumpkin-plugin-api/src/worldgen.rs	105	/// Step 4: Populate chunk with features, structures, decorations, ores, etc.	COMMENT

AI Slop Vocabulary4 hits · 11 pts

Severity	File	Line	Snippet	Context
MEDIUM	crates/pumpkin-command/src/node/tree.rs	200	/// Essentially, this means that a [`CommandDetachedNode`] must have the root node	COMMENT
MEDIUM	crates/pumpkin-command/src/node/tree.rs	221	/// Essentially, this means that a [`CommandAttachedNode`] must have the root node	COMMENT
MEDIUM	crates/pumpkin-nbt/src/compound.rs	411	Self::String(v) => write!(f, "\"{v}\""), // TODO: Proper escaping needed for robust SNBT	CODE
MEDIUM⚡	assets/en_us_java.json	1	{"accessibility.onboarding.accessibility.button":"Accessibility Settings...","accessibility.onboarding.accessibility.but	CODE

TODO Padding5 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	crates/pumpkin-core/src/entity/predicate/mod.rs	27	// TODO: implement	COMMENT
LOW	crates/pumpkin-core/src/entity/ai/goal/ambient_stand.rs	13	// TODO: implement when Horses are implemented	COMMENT
LOW⚡	crates/pumpkin-core/src/entity/mob/mod.rs	2369	// TODO: implement	COMMENT
LOW⚡	crates/pumpkin-core/src/entity/mob/mod.rs	2379	// TODO: implement	COMMENT
LOW⚡	crates/pumpkin-core/src/entity/mob/mod.rs	2383	// TODO: implement	COMMENT

Modern AI Meta-Vocabulary2 hits · 5 pts

Severity	File	Line	Snippet	Context
MEDIUM	crates/pumpkin-core/src/block/blocks/scaffolding.rs	15	#[pumpkin_block("minecraft:scaffolding")]	COMMENT
MEDIUM	assets/items.json	1	{"air":{"id":0,"components":{"minecraft:lore":[],"minecraft:interact_animation":{},"minecraft:repair_cost":0,"minecraft:	CODE

Hyper-Verbose Identifiers3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	.github/scripts/ci_packages.py	144	def is_rust_ci_ignored_change(path: Path) -> bool:	CODE
LOW	.github/scripts/ci_packages.py	176	def reverse_dependency_closure(	CODE
LOW	.github/scripts/ci_packages.py	275	def cargo_package_insert_index(command: list[str]) -> int:	CODE

Slop Phrases2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW⚡	assets/en_us_java.json	1	{"accessibility.onboarding.accessibility.button":"Accessibility Settings...","accessibility.onboarding.accessibility.but	CODE
LOW⚡	assets/en_us_java.json	1	{"accessibility.onboarding.accessibility.button":"Accessibility Settings...","accessibility.onboarding.accessibility.but	CODE

Fake / Example Data2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	crates/pumpkin-wasm-host-v0_2/src/forms.rs	89	"type": "input", "text": self.translate_res_v0_2(text, locale), "placeholder": placeholder, "default	CODE
LOW	crates/pumpkin-wasm-host-v0_1/src/forms.rs	89	"type": "input", "text": self.translate_res(text, locale), "placeholder": placeholder, "default": de	CODE

Unused Imports1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	.github/scripts/ci_packages.py	4		CODE

Pumpkin-MC/Pumpkin

Open-Source Code Quality, Security and Technical Debt Review