0.7

Adjusted Signal

0.7

Raw Pattern Score

100%

Time Factor

2026-09-30

Last Push

13.3K

Stars

Language

482.5K

Lines of Code

1.0K

Files

201

Pattern Hits

2026-10-31

Scan Date

0.03

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? 136 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.3/100 · LOW

Are imports declared and package/API names verified? 17 finding(s).

Agent Over-Engineering Ratio 2.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 92 finding(s).

PR Review Velocity Impact 3.8/100 · LOW

Which changes need focused human review? 201 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 32MEDIUM 4LOW 164

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 201 distinct pattern matches across 7 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.

Cross-File Repetition32 hits · 160 pts

Severity	File	Snippet	Context
HIGH	contents/LLM/vllm/01-from-generate-to-first-token.md	schedule, execute, and make output. returns tuple of outputs and a flag indicating whether the model was executed.	STRING
HIGH	…tents/LLM/vllm/04-enginecore-loop-request-lifecycle.md	schedule, execute, and make output. returns tuple of outputs and a flag indicating whether the model was executed.	STRING
HIGH	contents-en/LLM/vllm/01-from-generate-to-first-token.md	schedule, execute, and make output. returns tuple of outputs and a flag indicating whether the model was executed.	STRING
HIGH	…ts-en/LLM/vllm/04-enginecore-loop-request-lifecycle.md	schedule, execute, and make output. returns tuple of outputs and a flag indicating whether the model was executed.	STRING
HIGH	contents/LLM/vllm/01-from-generate-to-first-token.md	request types defined as hex byte strings, so it can be sent over sockets without separate encoding step.	STRING
HIGH	contents/LLM/vllm/03-v1-process-architecture.md	request types defined as hex byte strings, so it can be sent over sockets without separate encoding step.	STRING
HIGH	contents-en/LLM/vllm/01-from-generate-to-first-token.md	request types defined as hex byte strings, so it can be sent over sockets without separate encoding step.	STRING
HIGH	contents-en/LLM/vllm/03-v1-process-architecture.md	request types defined as hex byte strings, so it can be sent over sockets without separate encoding step.	STRING
HIGH	contents/LLM/vllm/01-from-generate-to-first-token.md	preprocess the request. this function could be directly used in input processing thread to allow request initialization	STRING
HIGH	…tents/LLM/vllm/04-enginecore-loop-request-lifecycle.md	preprocess the request. this function could be directly used in input processing thread to allow request initialization	STRING
HIGH	contents/LLM/vllm/03-v1-process-architecture.md	preprocess the request. this function could be directly used in input processing thread to allow request initialization	STRING
HIGH	contents-en/LLM/vllm/01-from-generate-to-first-token.md	preprocess the request. this function could be directly used in input processing thread to allow request initialization	STRING
HIGH	…ts-en/LLM/vllm/04-enginecore-loop-request-lifecycle.md	preprocess the request. this function could be directly used in input processing thread to allow request initialization	STRING
HIGH	contents-en/LLM/vllm/03-v1-process-architecture.md	preprocess the request. this function could be directly used in input processing thread to allow request initialization	STRING
HIGH	contents/LLM/vllm/01-from-generate-to-first-token.md	add request to the scheduler. `request_wave`: indicate which wave of requests this is expected to belong to in dp case	STRING
HIGH	…tents/LLM/vllm/04-enginecore-loop-request-lifecycle.md	add request to the scheduler. `request_wave`: indicate which wave of requests this is expected to belong to in dp case	STRING
HIGH	contents-en/LLM/vllm/01-from-generate-to-first-token.md	add request to the scheduler. `request_wave`: indicate which wave of requests this is expected to belong to in dp case	STRING
HIGH	…ts-en/LLM/vllm/04-enginecore-loop-request-lifecycle.md	add request to the scheduler. `request_wave`: indicate which wave of requests this is expected to belong to in dp case	STRING
HIGH	contents/LLM/vllm/01-from-generate-to-first-token.md	free the request's kv blocks, deferring the return to the block pool when an in-flight gpu step may still write them.	STRING
HIGH	…tents/LLM/vllm/04-enginecore-loop-request-lifecycle.md	free the request's kv blocks, deferring the return to the block pool when an in-flight gpu step may still write them.	STRING
HIGH	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	free the request's kv blocks, deferring the return to the block pool when an in-flight gpu step may still write them.	STRING
HIGH	contents-en/LLM/vllm/01-from-generate-to-first-token.md	free the request's kv blocks, deferring the return to the block pool when an in-flight gpu step may still write them.	STRING
HIGH	…ts-en/LLM/vllm/04-enginecore-loop-request-lifecycle.md	free the request's kv blocks, deferring the return to the block pool when an in-flight gpu step may still write them.	STRING
HIGH	…ents-en/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	free the request's kv blocks, deferring the return to the block pool when an in-flight gpu step may still write them.	STRING
HIGH	…tents/LLM/vllm/04-enginecore-loop-request-lifecycle.md	called only when there are unfinished local requests.	STRING
HIGH	contents/LLM/vllm/03-v1-process-architecture.md	called only when there are unfinished local requests.	STRING
HIGH	…ts-en/LLM/vllm/04-enginecore-loop-request-lifecycle.md	called only when there are unfinished local requests.	STRING
HIGH	contents-en/LLM/vllm/03-v1-process-architecture.md	called only when there are unfinished local requests.	STRING
HIGH	contents/Go/go_s2_De_Bruijn.md	de bruijn sequence for alphabet k and subsequences of length n.	STRING
HIGH	website/content.en/go_s2_de_bruijn.md	de bruijn sequence for alphabet k and subsequences of length n.	STRING
HIGH	website/content/go_s2_de_bruijn.md	de bruijn sequence for alphabet k and subsequences of length n.	STRING
HIGH	contents-en/Go/go_s2_De_Bruijn.md	de bruijn sequence for alphabet k and subsequences of length n.	STRING

Over-Commented Block90 hits · 90 pts

Severity	File	Line	Snippet	Context
LOW	…lm/05-scheduler-continuous-batching-chunked-prefill.md	441	loop body 最后还有一次 skip：running request 的 grant 被 clamp 到零。	COMMENT
LOW	…lm/05-scheduler-continuous-batching-chunked-prefill.md	1461		COMMENT
LOW	…lm/05-scheduler-continuous-batching-chunked-prefill.md	1481	# included in the dictionary.	COMMENT
LOW	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	2321	request = request_queue.pop_request()	COMMENT
LOW	contents/Go/go_s2_De_Bruijn.md	601		COMMENT
LOW	contents/Go/go_reflection.md	101	//	COMMENT
LOW	contents/Go/go_reflection.md	121	// 方法集和一个表示是否找到该方法的布尔值。	COMMENT
LOW	contents/Go/go_reflection.md	201	// 更具体的，如果 t 代表 func(x int, y ... float64)，那么：	COMMENT
LOW	contents/Go/go_reflection.md	221		COMMENT
LOW	…/Go/go_map_bench_test/concurrent-map/concurrent_map.go	301		COMMENT
LOW	contents/iOS/Weex/sdk/WeexSDK/dependency/SRWebSocket.m	1	//	COMMENT
LOW	contents/iOS/Weex/sdk/WeexSDK/dependency/SRWebSocket.m	21	#define HAS_ICU	COMMENT
LOW	contents/iOS/Weex/sdk/WeexSDK/dependency/SRWebSocket.h	1	//	COMMENT
LOW	contents/iOS/Weex/sdk/WeexSDK/Sources/WeexSDK.h	1	/**	COMMENT
LOW	contents/iOS/Weex/sdk/WeexSDK/Sources/WeexSDK.h	21	#import "WXResourceRequest.h"	COMMENT
LOW	…s/iOS/Weex/sdk/WeexSDK/Sources/Bridge/WXJSCoreBridge.m	1	/**	COMMENT
LOW	…/iOS/Weex/sdk/WeexSDK/Sources/Bridge/WXBridgeContext.m	1	/**	COMMENT
LOW	…/iOS/Weex/sdk/WeexSDK/Sources/Bridge/WXBridgeContext.m	21	#import "WXSDKManager.h"	COMMENT
LOW	…s/iOS/Weex/sdk/WeexSDK/Sources/Layout/WXLayoutDefine.h	21	#define css_align_t WX_LAYOUT_PREFIX(css_align_t)	COMMENT
LOW	contents/iOS/Weex/sdk/WeexSDK/Sources/Layout/Layout.c	661	// We aggregate the total dimensions of the container in those two variables	COMMENT
LOW	contents/iOS/Weex/sdk/WeexSDK/Sources/Layout/Layout.c	1021	// <Loop C> Position elements in the main axis and compute dimensions	COMMENT
LOW	contents/iOS/Weex/sdk/WeexSDK/Sources/Layout/Layout.c	1181	// here too, but for the moment this is safer since it won't interfere with	COMMENT
LOW	…/WeexSDK/Sources/Component/WXComponent+GradientColor.h	1	//	COMMENT
LOW	…S/Weex/sdk/WeexSDK/Sources/Component/WXListComponent.m	1	/**	COMMENT
LOW	…/WeexSDK/Sources/Component/WXSliderNeighborComponent.m	1	/**	COMMENT
LOW	…/WeexSDK/Sources/Component/WXComponent+GradientColor.m	1	//	COMMENT
LOW	…/Weex/sdk/WeexSDK/Sources/Manager/WXComponentManager.h	1	/**	COMMENT
LOW	…/Weex/sdk/WeexSDK/Sources/Manager/WXInvocationConfig.m	1	/**	COMMENT
LOW	…tents/iOS/Weex/sdk/WeexSDK/Sources/Model/WXComponent.m	1	/**	COMMENT
LOW	…eex/sdk/WeexSDK/Sources/Model/WXComponent+Navigation.m	1	/**	COMMENT
LOW	…nts/iOS/Weex/sdk/WeexSDK/Sources/Model/WXSDKInstance.m	1	/**	COMMENT
LOW	…Weex/sdk/WeexSDK/Sources/Display/WXComponent+Display.m	1	/**	COMMENT
LOW	…S/Weex/sdk/WeexSDK/Sources/Display/UIBezierPath+Weex.m	41	// \|ht \|	COMMENT
LOW	…S/Weex/sdk/WeexSDK/Sources/Display/UIBezierPath+Weex.m	61	// +------------------+	COMMENT
LOW	…S/Weex/sdk/WeexSDK/Sources/Events/WXComponent+Events.m	1	/**	COMMENT
LOW	…tents/iOS/Weex/sdk/WeexSDK/Sources/Utility/WXUtility.m	1	/**	COMMENT
LOW	contents/iOS/Weex/sdk/WeexSDK/Sources/Utility/WXLog.m	1	/**	COMMENT
LOW	contents/iOS/Weex/sdk/WeexSDK/Sources/Utility/WXLog.m	21	// How to apply color formatting to your log statements:	COMMENT
LOW	contents/iOS/Weex/sdk/WeexSDKTests/WXRootViewTests.m	1	//	COMMENT
LOW	contents/iOS/Weex/sdk/WeexSDKTests/WXURLRewriteTests.m	1	//	COMMENT
LOW	…s/iOS/Weex/sdk/WeexSDKTests/dependency/OCMock/OCMock.h	21	#import <OCMock/OCMArg.h>	COMMENT
LOW	…s/iOS/Xcode8AutolayoutDemo-master/NewAutolayout/main.m	1	//	COMMENT
LOW	…mentsSettingDemo-master/Pods/FXForms/FXForms/FXForms.m	1	//	COMMENT
LOW	…mentsSettingDemo-master/Pods/FXForms/FXForms/FXForms.m	21	//	COMMENT
LOW	…mentsSettingDemo-master/Pods/FXForms/FXForms/FXForms.h	1	//	COMMENT
LOW	…mentsSettingDemo-master/Pods/FXForms/FXForms/FXForms.h	21	//	COMMENT
LOW	…ttingDemo-master/Pods/Headers/Public/FXForms/FXForms.h	1	//	COMMENT
LOW	…ttingDemo-master/Pods/Headers/Public/FXForms/FXForms.h	21	//	COMMENT
LOW	…tingDemo-master/Pods/Headers/Private/FXForms/FXForms.h	1	//	COMMENT
LOW	…tingDemo-master/Pods/Headers/Private/FXForms/FXForms.h	21	//	COMMENT
LOW	…nvironmentsSettingDemo-master/TestMultiXCConfig/main.m	1	//	COMMENT
LOW	…/iOS/CircleSlider-master/CircleSlider/UICircleSlider.m	1	//	COMMENT
LOW	contents/iOS/CircleSlider-master/CircleSlider/main.m	1	//	COMMENT
LOW	contents/iOS/Aspect/ios_aspect.md	481	#define _C_USHT 'S'	COMMENT
LOW	…ofiling-master/AutoLayoutProfiling/ALPWeexLayoutView.h	1	//	COMMENT
LOW	…tProfiling-master/AutoLayoutProfiling/ALPAppDelegate.h	1	//	COMMENT
LOW	…ofiling-master/AutoLayoutProfiling/ALPYogaLayoutView.m	1	//	COMMENT
LOW	…ofiling-master/AutoLayoutProfiling/ALPWeexLayoutView.m	41	// for (NSUInteger i = 0; i < viewCount; i++) {	COMMENT
LOW	…ofiling-master/AutoLayoutProfiling/ALPWeexLayoutView.m	61	// for (NSUInteger i = 0; i < viewCount; i++) {	COMMENT
LOW	…ofiling-master/AutoLayoutProfiling/ALPYogaLayoutView.h	1	//	COMMENT
30 more matches not shown…

Hyper-Verbose Identifiers44 hits · 42 pts

Severity	File	Line	Snippet	Context
LOW	contents/LLM/vllm/01-from-generate-to-first-token.md	808	def get_num_unfinished_requests(self) -> int:	CODE
LOW	contents/LLM/vllm/01-from-generate-to-first-token.md	1154	def _should_throttle_prefills(self) -> bool:	CODE
LOW	…tents/LLM/vllm/04-enginecore-loop-request-lifecycle.md	721	def _is_blocked_waiting_status(status: RequestStatus) -> bool:	CODE
LOW	…tents/LLM/vllm/04-enginecore-loop-request-lifecycle.md	1375	def _update_request_with_output(	CODE
LOW	…lm/05-scheduler-continuous-batching-chunked-prefill.md	1000	def _select_waiting_queue_for_scheduling(self) -> RequestQueue \| None:	CODE
LOW	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	1275	def make_block_hash_with_group_id(	CODE
LOW	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	2052	def _request_remaining_blocks(self, request: Request) -> int:	CODE
LOW	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	2065	def _inflight_prefill_reserved_blocks(self) -> int:	CODE
LOW	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	2174	def get_num_new_matched_tokens(	CODE
LOW	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	2352	def _update_waiting_for_remote_kv(self, request: Request) -> None:	CODE
LOW	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	2480	def get_num_common_prefix_blocks(self, running_request_id: str) -> list[int]:	CODE
LOW	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	2493	def get_num_common_prefix_blocks(self, running_request_id: str) -> int:	STRING
LOW	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	2539	def get_num_common_prefix_blocks(self, running_request_id: str) -> list[int]:	STRING
LOW	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	5189	def init_block_table_layout_tensors(self) -> None:	CODE
LOW	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	5708	def _maybe_evict_cached_block(self, block: KVCacheBlock) -> bool:	CODE
LOW	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	5737	def _remove_cached_block_hashes(	CODE
LOW	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	6419	def _emit_block_removed_events(	CODE
LOW	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	6657	def _apply_block_size_default(self) -> "CacheConfig":	CODE
LOW	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	6716	def _warn_deprecated_calculate_kv_scales(cls, calculate_kv_scales: bool) -> bool:	CODE
LOW	contents/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	6863	def validate_mamba_block_size(self) -> "VllmConfig":	CODE
LOW	…tents/LLM/vllm/02-entrypoints-llm-cli-openai-server.md	1659	async def _convert_stream_to_sse_events(	CODE
LOW	contents/LLM/vllm/03-v1-process-architecture.md	1528	def get_core_engine_for_request(self, request: EngineCoreRequest) -> EngineIdentity:	CODE
LOW	contents-en/LLM/vllm/01-from-generate-to-first-token.md	804	def get_num_unfinished_requests(self) -> int:	CODE
LOW	contents-en/LLM/vllm/01-from-generate-to-first-token.md	1150	def _should_throttle_prefills(self) -> bool:	CODE
LOW	…ts-en/LLM/vllm/04-enginecore-loop-request-lifecycle.md	721	def _is_blocked_waiting_status(status: RequestStatus) -> bool:	CODE
LOW	…ts-en/LLM/vllm/04-enginecore-loop-request-lifecycle.md	1375	def _update_request_with_output(	CODE
LOW	…lm/05-scheduler-continuous-batching-chunked-prefill.md	1000	def _select_waiting_queue_for_scheduling(self) -> RequestQueue \| None:	CODE
LOW	…ents-en/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	1275	def make_block_hash_with_group_id(	CODE
LOW	…ents-en/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	2052	def _request_remaining_blocks(self, request: Request) -> int:	CODE
LOW	…ents-en/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	2065	def _inflight_prefill_reserved_blocks(self) -> int:	CODE
LOW	…ents-en/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	2174	def get_num_new_matched_tokens(	CODE
LOW	…ents-en/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	2352	def _update_waiting_for_remote_kv(self, request: Request) -> None:	CODE
LOW	…ents-en/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	2480	def get_num_common_prefix_blocks(self, running_request_id: str) -> list[int]:	CODE
LOW	…ents-en/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	2493	def get_num_common_prefix_blocks(self, running_request_id: str) -> int:	STRING
LOW	…ents-en/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	2539	def get_num_common_prefix_blocks(self, running_request_id: str) -> list[int]:	STRING
LOW	…ents-en/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	5189	def init_block_table_layout_tensors(self) -> None:	CODE
LOW	…ents-en/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	5708	def _maybe_evict_cached_block(self, block: KVCacheBlock) -> bool:	CODE
LOW	…ents-en/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	5737	def _remove_cached_block_hashes(	CODE
LOW	…ents-en/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	6419	def _emit_block_removed_events(	CODE
LOW	…ents-en/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	6657	def _apply_block_size_default(self) -> "CacheConfig":	CODE
LOW	…ents-en/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	6716	def _warn_deprecated_calculate_kv_scales(cls, calculate_kv_scales: bool) -> bool:	CODE
LOW	…ents-en/LLM/vllm/06-kv-cache-manager-paged-kv-cache.md	6863	def validate_mamba_block_size(self) -> "VllmConfig":	CODE
LOW	…ts-en/LLM/vllm/02-entrypoints-llm-cli-openai-server.md	1659	async def _convert_stream_to_sse_events(	CODE
LOW	contents-en/LLM/vllm/03-v1-process-architecture.md	1528	def get_core_engine_for_request(self, request: EngineCoreRequest) -> EngineIdentity:	CODE

Excessive Try-Catch Wrapping16 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW	…tents/LLM/vllm/04-enginecore-loop-request-lifecycle.md	210	except Exception as err:	CODE
LOW	…tents/LLM/vllm/04-enginecore-loop-request-lifecycle.md	555	except Exception:	CODE
LOW	…tents/LLM/vllm/04-enginecore-loop-request-lifecycle.md	1082	except Exception as e:	CODE
LOW	…tents/LLM/vllm/04-enginecore-loop-request-lifecycle.md	1209	except Exception as e:	CODE
MEDIUM	…tents/LLM/vllm/04-enginecore-loop-request-lifecycle.md	1204	def _wait_for_response(self):	CODE
LOW	contents/LLM/vllm/03-v1-process-architecture.md	1095	except Exception as e:	CODE
LOW	contents/LLM/vllm/03-v1-process-architecture.md	1394	except Exception as e:	CODE
LOW	contents/LLM/vllm/03-v1-process-architecture.md	2094	except Exception as e:	CODE
LOW	…ts-en/LLM/vllm/04-enginecore-loop-request-lifecycle.md	210	except Exception as err:	CODE
LOW	…ts-en/LLM/vllm/04-enginecore-loop-request-lifecycle.md	555	except Exception:	CODE
LOW	…ts-en/LLM/vllm/04-enginecore-loop-request-lifecycle.md	1082	except Exception as e:	CODE
LOW	…ts-en/LLM/vllm/04-enginecore-loop-request-lifecycle.md	1209	except Exception as e:	CODE
MEDIUM	…ts-en/LLM/vllm/04-enginecore-loop-request-lifecycle.md	1204	def _wait_for_response(self):	CODE
LOW	contents-en/LLM/vllm/03-v1-process-architecture.md	1095	except Exception as e:	CODE
LOW	contents-en/LLM/vllm/03-v1-process-architecture.md	1394	except Exception as e:	CODE
LOW	contents-en/LLM/vllm/03-v1-process-architecture.md	2094	except Exception as e:	CODE

Fake / Example Data16 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	contents/Protocol/Protocol-buffers-encode.md	826	name: "John Doe"	CODE
LOW	…ex/sdk/WeexSDK/Sources/Component/WXTextAreaComponent.m	84	if (attributes[@"placeholder"]) {	CODE
LOW	…ex/sdk/WeexSDK/Sources/Component/WXTextAreaComponent.m	85	NSString *placeHolder = [WXConvert NSString:attributes[@"placeholder"]];	CODE
LOW	…ex/sdk/WeexSDK/Sources/Component/WXTextAreaComponent.m	260	if (attributes[@"placeholder"]) {	CODE
LOW	…ex/sdk/WeexSDK/Sources/Component/WXTextAreaComponent.m	261	_placeholderString = attributes[@"placeholder"];	CODE
LOW	…/Weex/sdk/WeexSDK/Sources/Component/WXImageComponent.m	76	if (attributes[@"placeHolder"] \|\| attributes[@"placeholder"]) {	CODE
LOW	…/Weex/sdk/WeexSDK/Sources/Component/WXImageComponent.m	77	_placeholdSrc = [[WXConvert NSString:attributes[@"placeHolder"]?:attributes[@"placeholder"]]stringByTrimmingChar	CODE
LOW	…x/sdk/WeexSDK/Sources/Component/WXTextInputComponent.m	114	_placeholderString = [WXConvert NSString:attributes[@"placeholder"]]?:@"";	CODE
LOW	…x/sdk/WeexSDK/Sources/Component/WXTextInputComponent.m	276	if (attributes[@"placeholder"]) {	CODE
LOW	…x/sdk/WeexSDK/Sources/Component/WXTextInputComponent.m	277	_placeholderString = [WXConvert NSString:attributes[@"placeholder"]]?:@"";	CODE
LOW	…iEnvironmentsSettingDemo-master/Pods/FXForms/README.md	270	static NSString *const FXFormFieldPlaceholder = @"placeholder";	CODE
LOW	…mentsSettingDemo-master/Pods/FXForms/FXForms/FXForms.m	55	NSString *const FXFormFieldPlaceholder = @"placeholder";	CODE
LOW	website/content.en/protobuf_encode.md	735	name: "John Doe"	CODE
LOW	website/content/protobuf_encode.md	817	name: "John Doe"	CODE
LOW	contents-en/Protocol/Protocol-buffers-encode.md	748	name: "John Doe"	CODE
LOW	…iEnvironmentsSettingDemo-master/Pods/FXForms/README.md	270	static NSString *const FXFormFieldPlaceholder = @"placeholder";	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	website/themes/cactus/static/lib/jquery/jquery.min.js	2	!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):f	CODE

Modern AI Meta-Vocabulary2 hits · 5 pts

Severity	File	Line	Snippet	Context
MEDIUM	contents-en/LLM/vllm/03-v1-process-architecture.md	1763	### The launch orchestration	COMMENT
MEDIUM	contents-en/LLM/vllm/03-v1-process-architecture.md	2089	The three-state machine (`EngineShutdownState.{RUNNING, REQUESTED, SHUTTING_DOWN}`) resolves the policy once. `RUNNING`	CODE

halfrost/Halfrost-Field

Open-Source Code Quality, Security and Technical Debt Review