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AI Slop Code Risk Monitor

koush/scrypted

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

Scrypted is a high performance video integration and automation platform

3.7 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for koush/scrypted, a TypeScript project with 6,027 GitHub stars. SynthScan examined 221,339 lines of code across 1113 source files, recording 511 pattern matches distributed across 15 syntactic categories. The legacy adjusted pattern signal is 3.7 (Low pattern signal); it is not an authorship estimate.

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

3.7
Adjusted Signal
3.7
Raw Pattern Score
100%
Time Factor
2026-10-27
Last Push
6.0K
Stars
TypeScript
Language
221.3K
Lines of Code
1.1K
Files
511
Pattern Hits
2026-10-31
Scan Date
0.07
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 5.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 245 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.6/100 · LOW

Are imports declared and package/API names verified? 85 finding(s).

Agent Over-Engineering Ratio 10.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 297 finding(s).

PR Review Velocity Impact 19.8/100 · LOW

Which changes need focused human review? 511 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 8HIGH 69MEDIUM 23LOW 411

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 511 distinct pattern matches across 15 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.

Empty Error Handlers68 hits · 302 pts
SeverityFileLineSnippetContext
HIGHplugins/onnx/src/ort/__init__.py219except:CODE
HIGHplugins/openvino/src/detect/__init__.py82except:CODE
HIGHplugins/openvino/src/ov/__init__.py355except:CODE
HIGHplugins/openvino/src/ov/__init__.py133except:CODE
HIGHplugins/openvino/src/predict/__init__.py472except:CODE
HIGHplugins/wyze/src/main.py165except Exception:CODE
HIGHplugins/wyze/src/main.py232except Exception:CODE
HIGHplugins/wyze/src/main.py237except Exception:CODE
HIGHplugins/wyze/src/main.py295except Exception:CODE
HIGHplugins/wyze/src/main.py331except Exception:CODE
HIGHplugins/wyze/src/main.py411except Exception:CODE
HIGHplugins/wyze/src/main.py417except Exception:CODE
HIGHplugins/wyze/src/main.py441except Exception:CODE
HIGHplugins/wyze/src/main.py464except Exception:CODE
HIGHplugins/wyze/src/main.py155except TypeError:CODE
HIGHplugins/wyze/src/main.py161except Exception:CODE
HIGHplugins/wyze/src/main.py402except Exception:CODE
HIGHplugins/wyze/src/main.py426except Exception:CODE
HIGHplugins/wyze/src/main.py539except Exception:CODE
HIGHplugins/wyze/src/main.py783except:CODE
HIGHplugins/wyze/src/main.py815except Exception:CODE
HIGHplugins/wyze/src/main.py256except Exception:CODE
HIGHplugins/wyze/src/main.py261except Exception:CODE
HIGHplugins/wyze/src/main.py266except Exception:CODE
HIGHplugins/wyze/src/main.py271except Exception:CODE
HIGHplugins/wyze/src/main.py303except Exception:CODE
HIGHplugins/wyze/src/main.py319except Exception:CODE
HIGHplugins/wyze/src/main.py325except Exception:CODE
HIGHplugins/wyze/src/main.py329except Exception:CODE
HIGHplugins/wyze/src/main.py383except Exception:CODE
HIGHplugins/wyze/src/main.py387except Exception:CODE
HIGHplugins/wyze/src/main.py431except Exception:CODE
HIGHplugins/wyze/src/main.py788except:CODE
HIGHplugins/wyze/src/main.py793except:CODE
HIGHplugins/wyze/src/main.py409except Exception:CODE
HIGHplugins/wyze/src/main.py537except Exception:CODE
HIGHplugins/wyze/src/main.py528except Exception:CODE
HIGHplugins/wyze/src/main.py562except Exception:CODE
HIGHplugins/wyze/src/main.py288except Exception:CODE
HIGHplugins/wyze/src/main.py367except Exception:CODE
HIGHplugins/coreml/src/coreml/__init__.py169except:CODE
HIGHplugins/python-codecs/src/gst_generator.py101except:CODE
HIGHplugins/python-codecs/src/libav.py16except:CODE
HIGHplugins/python-codecs/src/libav.py51except:CODE
HIGHplugins/python-codecs/src/pilimage.py9except:CODE
HIGHplugins/python-codecs/src/main.py19except:CODE
HIGHplugins/python-codecs/src/main.py25except:CODE
HIGHplugins/python-codecs/src/main.py35except:CODE
HIGHplugins/ncnn/src/nc/__init__.py179except:CODE
HIGHserver/python/plugin_console.py8except Exception as e:CODE
HIGHserver/python/plugin_pip.py42except:CODE
HIGHserver/python/plugin_pip.py40except:CODE
HIGHserver/python/plugin_volume.py26except Exception as e:CODE
HIGHserver/python/cluster_setup.py127except:CODE
HIGHserver/python/cluster_setup.py135except:CODE
HIGHserver/python/cluster_setup.py195except:CODE
HIGHserver/python/cluster_setup.py203except:CODE
HIGHserver/python/plugin_remote.py633except:CODE
HIGHserver/python/plugin_remote.py758except:CODE
HIGHserver/python/plugin_remote.py936except:CODE
8 more matches not shown…
Excessive Try-Catch Wrapping111 hits · 92 pts
SeverityFileLineSnippetContext
LOWplugins/tensorflow-lite/src/tflite/__init__.py17except Exception as e:CODE
LOWplugins/tensorflow-lite/src/tflite/__init__.py83 except Exception as e:CODE
LOWplugins/tensorflow-lite/src/tflite/__init__.py161 except Exception as e:CODE
LOWplugins/tensorflow-lite/src/tflite/__init__.py168 except Exception as e:CODE
LOWplugins/rknn/src/rknn/text_recognition.py262 except Exception as e:CODE
LOWplugins/openvino/src/ov/__init__.py206 except Exception as e:CODE
LOWplugins/openvino/src/common/yolov9_seg.py89 except Exception as e:CODE
LOWplugins/openvino/src/predict/custom_detect.py22 except Exception:CODE
LOWplugins/openvino/src/predict/face_recognize.py41 except Exception:CODE
LOWplugins/openvino/src/predict/face_recognize.py93 except Exception as e:CODE
LOWplugins/openvino/src/predict/__init__.py109 except Exception:CODE
MEDIUMplugins/openvino/src/predict/__init__.py146 print("Error downloading", url)CODE
LOWplugins/openvino/src/predict/__init__.py258 except Exception as e:CODE
LOWplugins/openvino/src/predict/text_recognize.py163 except Exception as e:CODE
LOWplugins/openvino/src/predict/clip.py28 except Exception as e:CODE
MEDIUMplugins/openvino/src/predict/clip.py29 self.print("Error initializing CLIP model:", e)CODE
LOWplugins/openvino/src/predict/clip.py40 except Exception:CODE
LOWplugins/openvino/src/predict/clip.py54 except Exception:CODE
MEDIUMplugins/wyze/src/main.py932 self.print("Error retrieving codec info")CODE
MEDIUMplugins/wyze/src/main.py147def _resolve_ioctl_result(res):CODE
MEDIUMplugins/wyze/src/main.py434def _bootstrap_cruise_points(self):CODE
MEDIUMplugins/wyze/src/main.py631def getMainByteRate(self, default=False):CODE
LOW⚡plugins/wyze/src/main.py95 except Exception:CODE
LOW⚡plugins/wyze/src/main.py104 except Exception:CODE
LOW⚡plugins/wyze/src/main.py111 except Exception:CODE
LOW⚡plugins/wyze/src/main.py125 except Exception:CODE
LOW⚡plugins/wyze/src/main.py232 except Exception:CODE
LOW⚡plugins/wyze/src/main.py237 except Exception:CODE
LOW⚡plugins/wyze/src/main.py245 except Exception:CODE
LOW⚡plugins/wyze/src/main.py256 except Exception:CODE
LOW⚡plugins/wyze/src/main.py261 except Exception:CODE
LOW⚡plugins/wyze/src/main.py266 except Exception:CODE
LOW⚡plugins/wyze/src/main.py271 except Exception:CODE
LOW⚡plugins/wyze/src/main.py285 except Exception:CODE
LOW⚡plugins/wyze/src/main.py288 except Exception:CODE
LOW⚡plugins/wyze/src/main.py292 except Exception:CODE
LOW⚡plugins/wyze/src/main.py295 except Exception:CODE
LOW⚡plugins/wyze/src/main.py300 except Exception:CODE
LOW⚡plugins/wyze/src/main.py303 except Exception:CODE
LOW⚡plugins/wyze/src/main.py319 except Exception:CODE
LOW⚡plugins/wyze/src/main.py325 except Exception:CODE
LOW⚡plugins/wyze/src/main.py329 except Exception:CODE
LOW⚡plugins/wyze/src/main.py331 except Exception:CODE
LOW⚡plugins/wyze/src/main.py337 except Exception:CODE
LOW⚡plugins/wyze/src/main.py402 except Exception:CODE
LOW⚡plugins/wyze/src/main.py406 except Exception as e:CODE
LOW⚡plugins/wyze/src/main.py409 except Exception:CODE
LOW⚡plugins/wyze/src/main.py411 except Exception:CODE
LOW⚡plugins/wyze/src/main.py417 except Exception:CODE
LOW⚡plugins/wyze/src/main.py426 except Exception:CODE
LOW⚡plugins/wyze/src/main.py428 except Exception as e:CODE
LOW⚡plugins/wyze/src/main.py431 except Exception:CODE
LOW⚡plugins/wyze/src/main.py437 except Exception:CODE
LOW⚡plugins/wyze/src/main.py441 except Exception:CODE
LOW⚡plugins/wyze/src/main.py528 except Exception:CODE
LOW⚡plugins/wyze/src/main.py537 except Exception:CODE
LOW⚡plugins/wyze/src/main.py539 except Exception:CODE
LOW⚡plugins/wyze/src/main.py547 except Exception:CODE
LOWplugins/wyze/src/main.py137 except Exception:CODE
LOWplugins/wyze/src/main.py161 except Exception:CODE
51 more matches not shown…
Hyper-Verbose Identifiers84 hits · 84 pts
SeverityFileLineSnippetContext
LOWplugins/snapshot/src/ffmpeg-image-filter.ts46function ffmpegCreateOutputArguments(inputArguments: string[], options: FFmpegImageFilterOptions) {CODE
LOWplugins/snapshot/src/ffmpeg-image-filter.ts176export async function ffmpegFilterImageInternal(cp: ChildProcess, options: FFmpegImageFilterOptions) {CODE
LOWplugins/snapshot/src/main.ts36function calculateConstrainedDimensions(originalWidth: number, originalHeight: number, targetAspectRatio: number) {CODE
LOWplugins/prebuffer-mixin/src/flv.ts151function parseAVCDecoderConfigurationRecord(buffer: Buffer, offset: number, length: number): {CODE
LOWplugins/prebuffer-mixin/src/stream-settings.ts137 function getDefaultPrebufferedStreams(msos: ResponseMediaStreamOptions[]) {CODE
LOWplugins/rtsp/src/rtsp.ts8export function createRtspMediaStreamOptions(url: string, index: number): UrlMediaStreamOptions {CODE
LOWplugins/homekit/src/camera-mixin.ts16export function createCameraStorageSettings(device: StorageSettingsDevice) {CODE
LOWplugins/homekit/src/address-override.ts16export async function getScryptedServerAddresses() {CODE
LOWplugins/homekit/src/hap-utils.ts77export function createHAPUsernameStorageSettingsDict(device: { storage: Storage, name?: string }, group: string, subgrouCODE
LOWplugins/homekit/src/types/common.ts99function commonHumidifierDehumidifier(mode: HumidityMode, subtype: string, name: string, device: ScryptedDevice & HumidiCODE
LOWplugins/homekit/src/types/camera/camera-utils.ts51export async function getStreamingConfiguration(device: ScryptedDevice & VideoCamera, isHomeHub: boolean, storage: StoraCODE
LOWplugins/homekit/src/types/camera/camera-utils.ts108export function transcodingDebugModeWarning() {CODE
LOWplugins/homekit/src/types/camera/camera-streaming.ts33export function createCameraStreamingDelegate(device: ScryptedDevice & VideoCamera & VideoCameraConfiguration & Camera &CODE
LOW…ugins/homekit/src/types/camera/camera-multitier-rtp.ts57export function createMultiTierRtpDelegate(device: ScryptedDevice & VideoCamera & Intercom, tiers: SecureVideoVideoTier[CODE
LOWplugins/homekit/src/types/camera/camera-secure-video.ts9export function createSecureVideoController(accessory: Accessory,CODE
LOWplugins/homekit/src/types/camera/camera-webrtc.ts60export function mergeHomeKitIceCandidates(sdp: string, candidates: WebRTCICECandidate[]) {CODE
LOWplugins/homekit/src/types/camera/camera-webrtc.ts130export function createHomeKitWebRTCDelegate(camera: RTCSignalingChannel, console: Console,CODE
LOWplugins/core/src/platform/lxc.ts93async function dockerGetScryptedContainerImageId() {CODE
LOWplugins/core/src/platform/lxc.ts106export async function checkLxcVersionUpdateNeeded() {CODE
LOWplugins/google-device-access/src/main.ts19function getSdmRtspMediaStreamOptions(): ResponseMediaStreamOptions {CODE
LOWplugins/unifi-protect/src/camera-sensors.ts22export function debounceFingerprintDetected(device: UnifiFingerprintDevice) {CODE
LOWplugins/alexa/src/types/light/handlers.ts107function commonColorTemperatureResponse(header, endpoint, payload, response, device: ScryptedDevice & ColorSettingTemperCODE
LOWplugins/rknn/src/rknn/plugin.py32def ensure_compatibility_and_get_cpu():CODE
LOWplugins/rknn/src/rec_utils/operators.py290 def resize_image_for_totaltext(self, im, max_side_len=512):CODE
LOWplugins/rknn/src/det_utils/operators.py287 def resize_image_for_totaltext(self, im, max_side_len=512):CODE
LOWplugins/openvino/src/common/path_tools.py3def replace_last_path_component(url, new_path):CODE
LOWplugins/openvino/src/predict/segment.py50 def process_segmentation_output(self, pred, proto):CODE
LOW⚡plugins/wyze/src/main.py115def _annotate_points_with_degrees(points: List[Dict[str, int]]) -> List[Dict[str, int]]:CODE
LOWplugins/hikvision-doorbell/src/sip/digest.js37function calculateUserRealmPasswordHash(user, realm, password) {CODE
LOWplugins/hikvision-doorbell/src/sip/sip.js132function parseAuthenticationInfoHeader(d) {CODE
LOWplugins/hikvision-doorbell/src/sip/sip.js999function createInviteServerTransaction(transport, cleanup) {CODE
LOWplugins/hikvision-doorbell/src/sip/sip.js1090function createInviteClientTransaction(rq, transport, tu, cleanup, options) {CODE
LOWplugins/tuya/src/tuya/deprecated.ts758export function getEndPointWithCountryName(name: string) {CODE
LOWplugins/cloud/src/cloudflared-local-managed.ts116export async function createLocallyManagedTunnel(domain: string, bin?: string, signal?: AbortSignal, urlCallback?: (url:CODE
LOWplugins/diagnostics/src/main.ts14function cosineSimilarityPrenormalized(e1: Buffer, e2: Buffer) {CODE
LOWplugins/sip/src/sip-manager.ts27export abstract class SipRequestHandler {CODE
LOWplugins/objectdetector/src/ffmpeg-videoframes.ts15async function createRawImageMediaObject(image: RawImage): Promise<Image & MediaObject> {CODE
LOWplugins/objectdetector/src/polygon.ts57export function polygonIntersectsBoundingBox(polygon: ClipPath, boundingBox: BoundingBox): boolean {CODE
LOWplugins/objectdetector/src/polygon.ts88export function polygonContainsBoundingBox(polygon: ClipPath, boundingBox: BoundingBox): boolean {CODE
LOWplugins/webrtc/src/webrtc-required-codecs.ts85export function getFFmpegRtpAudioOutputArguments(audio: AudioStreamOptions, outputCodecParameters: RTCRtpCodecParametersCODE
LOWplugins/webrtc/src/wrtc-to-rtsp.ts31export async function createRTCPeerConnectionSource(options: {CODE
LOWplugins/webrtc/src/ffmpeg-to-wrtc.ts814export async function createRTCPeerConnectionSink(CODE
LOWplugins/webrtc/src/peerconnection-util.ts43function isPeerIceConnectionClosed(pc: RTCPeerConnection) {CODE
LOWplugins/ffmpeg-camera/src/main.ts7function parseDoubleQuotedArguments(input: string) {CODE
LOWserver/bin/packaged-python.d.ts2export declare function installScryptedServerRequirements(version?: string, dest?: string, options?: any): Promise<strinCODE
LOWserver/bin/packaged-python.js16module.exports.installScryptedServerRequirements = async function installScryptedServerRequirements(version, dest, optioCODE
LOWserver/python/cluster_labels.py46def needs_cluster_fork_worker(options: ClusterForkOptions) -> bool:CODE
LOWserver/src/rpc-serializer.ts87export function createRpcDuplexSerializer(writable: {CODE
LOWserver/src/rpc-serializer.ts184export function createDataChannelSerializer(dc: { send: (data: Buffer) => void }) {CODE
LOWserver/src/ip.ts67export function getUsableNetworkAddresses() {CODE
LOWserver/src/rpc.ts1export function startPeriodicGarbageCollection() {CODE
LOWserver/src/cert.ts17export function createSelfSignedCertificate(existing?: SelfSignedCertificate): SelfSignedCertificate {CODE
LOWserver/src/cluster/cluster-labels.ts54export function utilizesClusterForkWorker(options?: ClusterForkOptions) {CODE
LOWserver/src/plugin/plugin-npm-dependencies.ts45export async function installOptionalDependencies(console: Console, packageJson: any) {CODE
LOWserver/src/plugin/runtime/node-fork-worker.ts15export function isNodePluginWorkerProcess() {CODE
LOWserver/src/plugin/runtime/node-fork-worker.ts23export function isNodePluginThreadProcess() {CODE
LOWserver/src/fetch/http-fetch.ts56export function httpFetchParseIncomingMessage(readable: IncomingMessage, responseType: HttpFetchResponseType | undefinedCODE
LOWserver/src/fetch/index.ts96export function setDefaultHttpFetchAccept(headers: [string, string][], responseType: HttpFetchResponseType | undefined) CODE
LOWserver/src/fetch/index.ts153export async function domFetchParseIncomingMessage(response: Response, responseType: HttpFetchResponseType | undefined) CODE
LOWsites/static/google-cast-receiver/js/main.js1(()=>{"use strict";var __webpack_modules__={636:(module,__webpack_exports__,__webpack_require__)=>{function startPeriodiCODE
24 more matches not shown…
Hallucination Indicators8 hits · 80 pts
SeverityFileLineSnippetContext
CRITICALplugins/prebuffer-mixin/src/main.ts302 if (this.mixin.streamSettings.storageSettings.values.synthenticStreams.includes(this.streamId)) {CODE
CRITICALplugins/prebuffer-mixin/src/main.ts355 const choices = this.mixin.streamSettings.storageSettings.values.synthenticStreams.includes(this.streamId)CODE
CRITICALplugins/prebuffer-mixin/src/main.ts532 else if (this.mixin.streamSettings.storageSettings.values.synthenticStreams.includes(this.streamId)) {CODE
CRITICALplugins/unifi-protect/src/camera.ts379 return this.protect.api.bootstrap.cameras.find(camera => camera.id === id);CODE
CRITICALplugins/unifi-protect/src/light.ts33 return this.protect.api.bootstrap.lights.find(light => light.id === id);CODE
CRITICALplugins/unifi-protect/src/sensor.ts18 return this.protect.api.bootstrap.sensors.find(sensor => sensor.id === id);CODE
CRITICALplugins/tuya/src/tuya/sharing.ts103 topics: homeIds.map(id => response.result.topic.ownerId.sub.replace("{ownerId}", id))CODE
CRITICALplugins/tuya/src/tuya/sharing.ts104 .concat(deviceIds.map(id => response.result.topic.devId.sub.replace("{devId}", id) + "/sta")),CODE
Unused Imports73 hits · 72 pts
SeverityFileLineSnippetContext
LOWplugins/tensorflow-lite/src/tflite/__init__.py1CODE
LOWplugins/tensorflow-lite/src/tflite/__init__.py9CODE
LOWplugins/tensorflow-lite/src/tflite/__init__.py27CODE
LOWplugins/onnx/src/ort/clip_embedding.py1CODE
LOWplugins/onnx/src/ort/__init__.py1CODE
LOWplugins/onnx/src/ort/custom_detection.py1CODE
LOWplugins/onnx/src/ort/segment.py1CODE
LOWplugins/onnx/src/ort/text_recognition.py1CODE
LOWplugins/onnx/src/ort/face_recognition.py1CODE
LOWplugins/rknn/src/rknn/__init__.py1CODE
LOWplugins/rknn/src/rec_utils/operators.py17CODE
LOWplugins/rknn/src/rec_utils/operators.py18CODE
LOWplugins/rknn/src/rec_utils/operators.py19CODE
LOWplugins/rknn/src/rec_utils/operators.py20CODE
LOWplugins/rknn/src/det_utils/db_postprocess.py18CODE
LOWplugins/rknn/src/det_utils/db_postprocess.py19CODE
LOWplugins/rknn/src/det_utils/db_postprocess.py20CODE
LOWplugins/rknn/src/det_utils/operators.py17CODE
LOWplugins/rknn/src/det_utils/operators.py18CODE
LOWplugins/rknn/src/det_utils/operators.py19CODE
LOWplugins/rknn/src/det_utils/operators.py20CODE
LOWplugins/openvino/src/detect/__init__.py1CODE
LOWplugins/openvino/src/ov/clip_embedding.py1CODE
LOWplugins/openvino/src/ov/clip_embedding.py8CODE
LOWplugins/openvino/src/ov/__init__.py1CODE
LOWplugins/openvino/src/ov/custom_detection.py1CODE
LOWplugins/openvino/src/ov/segment.py1CODE
LOWplugins/openvino/src/ov/text_recognition.py1CODE
LOWplugins/openvino/src/ov/face_recognition.py1CODE
LOWplugins/openvino/src/predict/custom_detect.py1CODE
LOWplugins/openvino/src/predict/custom_detect.py9CODE
LOWplugins/openvino/src/predict/face_recognize.py1CODE
LOWplugins/openvino/src/predict/__init__.py1CODE
LOWplugins/openvino/src/predict/text_recognize.py1CODE
LOWplugins/openvino/src/predict/segment.py1CODE
LOWplugins/openvino/src/predict/segment.py4CODE
LOWplugins/openvino/src/predict/segment.py12CODE
LOWplugins/openvino/src/predict/clip.py1CODE
LOWplugins/wyze/src/main.py1CODE
LOWplugins/coreml/src/coreml/clip_embedding.py1CODE
LOWplugins/coreml/src/coreml/__init__.py1CODE
LOWplugins/coreml/src/coreml/__init__.py25CODE
LOWplugins/coreml/src/coreml/__init__.py26CODE
LOWplugins/coreml/src/coreml/custom_detection.py1CODE
LOWplugins/coreml/src/coreml/segment.py1CODE
LOWplugins/coreml/src/coreml/segment.py7CODE
LOWplugins/coreml/src/coreml/text_recognition.py1CODE
LOWplugins/coreml/src/coreml/face_recognition.py1CODE
LOWplugins/opencv/src/opencv/__init__.py1CODE
LOWplugins/opencv/src/opencv/__init__.py13CODE
LOWplugins/ncnn/src/nc/__init__.py1CODE
LOWplugins/ncnn/src/nc/__init__.py32CODE
LOWplugins/ncnn/src/nc/__init__.py33CODE
LOWplugins/ncnn/src/nc/custom_detection.py1CODE
LOWplugins/ncnn/src/nc/custom_detection.py7CODE
LOWplugins/ncnn/src/nc/segment.py1CODE
LOWplugins/ncnn/src/nc/text_recognition.py1CODE
LOWplugins/ncnn/src/nc/face_recognition.py1CODE
LOWplugins/vscode-python/src/main.py1CODE
LOWserver/python/rpc_reader.py1CODE
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Over-Commented Block63 hits · 63 pts
SeverityFileLineSnippetContext
LOWinstall/docker/install-intel-graphics.sh21 COMMENT
LOWinstall/docker/install-intel-graphics.sh61fiCOMMENT
LOWinstall/docker/docker-compose.yml1# The Scrypted docker-compose.yml file typically resides at:COMMENT
LOWinstall/docker/docker-compose.yml21 scrypted:COMMENT
LOWinstall/docker/docker-compose.yml41 # Avahi is used by the HomeKit plugin for mDNS advertisement.COMMENT
LOWinstall/docker/docker-compose.yml61 # without needing to bind port 5353 directly.COMMENT
LOWinstall/docker/docker-compose.yml81 # - /mnt/media/video:/nvrCOMMENT
LOWinstall/docker/docker-compose.yml101 # - /etc/avahi/services:/etc/avahi/services:roCOMMENT
LOWinstall/docker/docker-compose.yml121 # them through to docker.COMMENT
LOWinstall/docker/template/warning.sh1################################################################COMMENT
LOWplugins/homekit/src/types/camera/camera-utils.ts61 // 42mm: 378 x 448 pixelsCOMMENT
LOWplugins/homekit/src/types/camera/opus-repacketizer.ts1import type { RtpPacket } from "@koush/werift-src/packages/rtp/src/rtp/rtp";COMMENT
LOWplugins/homekit/src/types/camera/opus-repacketizer.ts21// 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1 2 3 4 5 6 7 8 9 0 1COMMENT
LOWplugins/homekit/src/types/camera/opus-repacketizer.ts41// | |COMMENT
LOWplugins/homekit/src/types/camera/camera-return-audio.ts61 csd = csdBuffer.toString('hex').toUpperCase();COMMENT
LOW…ns/homekit/src/types/camera/camera-streaming-ffmpeg.ts221COMMENT
LOWplugins/tensorflow-lite/src/tflite/tflite_common.py1# Lint as: python3COMMENT
LOWplugins/tapo/src/digest-auth.ts21 return '';COMMENT
LOWplugins/amcrest/src/amcrest-api.ts381COMMENT
LOWplugins/amcrest/src/amcrest-api.ts401 // there are 4 configurable motion windows, will use the first one, index 0.COMMENT
LOWplugins/hikvision/src/main.ts221 // movement: {COMMENT
LOWplugins/hikvision/src/hikvision-xml-types.ts101COMMENT
LOWplugins/hikvision/src/hikvision-xml-types.ts121// videoQualityControlType: [COMMENT
LOWplugins/hikvision/src/hikvision-xml-types.ts141// ],COMMENT
LOWplugins/hikvision/src/hikvision-xml-types.ts161// ],COMMENT
LOWplugins/google-device-access/pubsub-server/app.yaml1# Copyright 2017, Google, Inc.COMMENT
LOWplugins/unifi-protect/src/main.ts221COMMENT
LOWplugins/alexa/src/types/camera/handlers.ts41 // trickle ICE is disabled, all candidates ship in the initial SDP, so omitting theCOMMENT
LOWplugins/rknn/src/rec_utils/rec_postprocess.py1# copyright (c) 2020 PaddlePaddle Authors. All Rights Reserve.COMMENT
LOWplugins/rknn/src/rec_utils/rec_postprocess.py721# self.nclass = len(self.character) + 1COMMENT
LOWplugins/rknn/src/rec_utils/rec_postprocess.py741# ]COMMENT
LOWplugins/rknn/src/rec_utils/rec_postprocess.py761# text_pre = paddle.to_tensor(text_pre, dtype='float32')COMMENT
LOWplugins/rknn/src/rec_utils/rec_postprocess.py781# shape=[int(out_length.sum()), self.nclass], dtype=x.dtype)COMMENT
LOWplugins/rknn/src/rec_utils/rec_postprocess.py801# self.character[idx - 1]COMMENT
LOWplugins/rknn/src/rec_utils/operators.py1"""COMMENT
LOWplugins/rknn/src/det_utils/db_postprocess.py1# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.COMMENT
LOWplugins/rknn/src/det_utils/operators.py1"""COMMENT
LOWplugins/openvino/src/requirements.txt1# openvino 2025.3.0 is failing to load on 9700 (VGG), this may be because models need to be reexported.COMMENT
LOWplugins/openvino/src/predict/face_recognize.py161 futures.append(asyncio.ensure_future(self.setEmbedding(d, image)))COMMENT
LOWplugins/doorbird/src/main.ts441 // Specify the input URL for the Doorbird's RTSP video stream.COMMENT
LOWplugins/doorbird/src/main.ts621 }COMMENT
LOWplugins/wyze/.devcontainer/devcontainer.json1// For format details, see https://aka.ms/devcontainer.json. For config options, see theCOMMENT
LOWplugins/coreml/src/coreml/face_recognition.py61COMMENT
LOWplugins/coreml/src/coreml/face_recognition.py81 # request_handler = Vision.VNImageRequestHandler.alloc().initWithCIImage_options_(COMMENT
LOWplugins/coreml/src/coreml/face_recognition.py101 # t = (1 - origin.y - size.height) * input.heightCOMMENT
LOWplugins/coreml/src/coreml/face_recognition.py121 # future = await asyncio.get_event_loop().run_in_executor(COMMENT
LOWplugins/mqtt/src/autodiscovery.ts61// "r": 255,COMMENT
LOWplugins/webrtc/src/h265-packetizer.ts141 seiSuffix?: Buffer;COMMENT
LOWplugins/webrtc/src/ffmpeg-to-wrtc.ts341 const packet = RtpPacket.deSerialize(rtp);COMMENT
LOWplugins/webrtc/src/ffmpeg-to-wrtc.ts361 // https://groups.google.com/g/discuss-webrtc/c/gH5ysR3SoZICOMMENT
LOWplugins/ffmpeg-camera/src/main.ts21 description: 'FFmpeg input arguments passed to the command line ffmpeg tool. A camera may have multiple streCOMMENT
LOWplugins/ffmpeg-camera/src/main.ts41COMMENT
LOWserver/test/rpc-python-test.ts41 // const ticker = await rpcPeer.getParam('ticker');COMMENT
LOWcommon/src/async-queue.ts201// await sleep(100);COMMENT
LOWcommon/src/async-queue.ts221// const asyncQueue = createAsyncQueue<number>();COMMENT
LOWsdk/types/src/types.input.ts721 getVideoStream(options?: RequestMediaStreamOptions): Promise<MediaObject>;COMMENT
LOWsdk/types/src/types.input.ts741// "height": 1080COMMENT
LOWsdk/types/src/types.input.ts761// "min": 1,COMMENT
LOWsdk/types/src/types.input.ts781// {COMMENT
LOWsdk/types/src/types.input.ts801// },COMMENT
3 more matches not shown…
Deep Nesting49 hits · 45 pts
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LOWplugins/tensorflow-lite/src/tflite/__init__.py74CODE
LOWplugins/onnx/src/ort/__init__.py222CODE
LOWplugins/rknn/src/rknn/plugin.py32CODE
LOWplugins/rknn/src/rec_utils/rec_postprocess.py183CODE
LOWplugins/rknn/src/rec_utils/rec_postprocess.py278CODE
LOWplugins/rknn/src/rec_utils/rec_postprocess.py360CODE
LOWplugins/rknn/src/rec_utils/rec_postprocess.py431CODE
LOWplugins/rknn/src/rec_utils/operators.py198CODE
LOWplugins/rknn/src/det_utils/operators.py195CODE
LOWplugins/openvino/src/ov/__init__.py73CODE
LOWplugins/openvino/src/ov/__init__.py98CODE
LOWplugins/openvino/src/ov/__init__.py358CODE
LOWplugins/openvino/src/common/yolo.py125CODE
LOWplugins/openvino/src/predict/text_skew.py46CODE
LOWplugins/openvino/src/predict/custom_detect.py73CODE
LOWplugins/openvino/src/predict/face_recognize.py104CODE
LOWplugins/openvino/src/predict/__init__.py119CODE
LOWplugins/openvino/src/predict/__init__.py293CODE
LOWplugins/openvino/src/predict/__init__.py420CODE
LOWplugins/openvino/src/predict/segment.py50CODE
LOWplugins/openvino/src/predict/craft_utils.py98CODE
LOWplugins/wyze/src/main.py240CODE
LOWplugins/wyze/src/main.py334CODE
LOWplugins/wyze/src/main.py515CODE
LOWplugins/wyze/src/main.py542CODE
LOWplugins/wyze/src/main.py832CODE
LOWplugins/wyze/src/main.py1207CODE
LOWplugins/wyze/src/main.py1233CODE
LOWplugins/wyze/src/main.py1246CODE
LOWplugins/coreml/src/coreml/__init__.py172CODE
LOWplugins/python-codecs/src/vipsimage.py26CODE
LOWplugins/python-codecs/src/gstreamer_postprocess.py20CODE
LOWplugins/python-codecs/src/gstreamer_postprocess.py49CODE
LOWplugins/python-codecs/src/gst_generator.py17CODE
LOWplugins/python-codecs/src/gst_generator.py75CODE
LOWplugins/python-codecs/src/libav.py20CODE
LOWplugins/python-codecs/src/pilimage.py26CODE
LOWplugins/python-codecs/src/gstreamer.py228CODE
LOWplugins/python-codecs/src/gstreamer.py309CODE
LOWplugins/python-codecs/src/gstreamer.py73CODE
LOWserver/python/plugin_pip.py26CODE
LOWserver/python/rpc_reader.py224CODE
LOWserver/python/rpc_reader.py229CODE
LOWserver/python/rpc.py495CODE
LOWserver/python/plugin_remote.py264CODE
LOWpackages/python-client/rpc_reader.py224CODE
LOWpackages/python-client/rpc_reader.py229CODE
LOWpackages/python-client/rpc.py495CODE
LOWpackages/python-client/plugin_remote.py264CODE
AI Slop Vocabulary11 hits · 35 pts
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MEDIUMplugins/onnx/src/ort/clip_embedding.py77 # this is a hack to utilize the existing image massaging infrastructureCOMMENT
MEDIUMplugins/openvino/src/ov/clip_embedding.py55 # this is a hack to utilize the existing image massaging infrastructureCOMMENT
LOWplugins/openvino/src/common/colors.py39 # if the format is already yuvj444p, just return the data as is.COMMENT
MEDIUMplugins/coreml/src/coreml/clip_embedding.py47 # this is a hack to utilize the existing image massaging infrastructureCOMMENT
MEDIUMplugins/hikvision-doorbell/src/main.ts46const GRACE_PERIOD_SEC: number = 2 // Grace period for seamless SIP reconnectionCODE
MEDIUM⚡plugins/hikvision-doorbell/src/main.ts75 // grace period for seamless reconnectionCOMMENT
MEDIUM⚡plugins/hikvision-doorbell/src/main.ts79 // RTP stream switcher for seamless target switching (SIP mode)COMMENT
MEDIUM⚡plugins/hikvision-doorbell/src/main.ts82 // HTTP stream switcher for seamless reconnection (ISAPI mode)COMMENT
MEDIUMplugins/hikvision-doorbell/src/main.ts203 // Check if we're in ISAPI mode (no SIP) and can do seamless reconnectionCOMMENT
MEDIUMplugins/hikvision-doorbell/src/main.ts300 // Use switcher for seamless target switching supportCOMMENT
MEDIUMplugins/hikvision-doorbell/src/main.ts420 // This allows seamless switching without killing the forwarderCOMMENT
AI Structural Patterns32 hits · 32 pts
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LOWplugins/tensorflow-lite/src/tflite/__init__.py325CODE
LOWplugins/onnx/src/ort/__init__.py319CODE
LOWplugins/onnx/src/ort/segment.py55CODE
LOWplugins/rknn/src/rknn/text_recognition.py167CODE
LOWplugins/rknn/src/det_utils/db_postprocess.py196CODE
LOWplugins/openvino/src/ov/clip_embedding.py70CODE
LOWplugins/openvino/src/ov/clip_embedding.py83CODE
LOWplugins/openvino/src/ov/__init__.py301CODE
LOWplugins/openvino/src/ov/custom_detection.py55CODE
LOWplugins/openvino/src/ov/custom_detection.py50CODE
LOWplugins/openvino/src/ov/segment.py57CODE
LOWplugins/openvino/src/ov/text_recognition.py48CODE
LOWplugins/openvino/src/ov/text_recognition.py62CODE
LOWplugins/openvino/src/ov/text_recognition.py43CODE
LOWplugins/openvino/src/ov/text_recognition.py57CODE
LOWplugins/openvino/src/ov/face_recognition.py54CODE
LOWplugins/openvino/src/ov/face_recognition.py68CODE
LOWplugins/openvino/src/ov/face_recognition.py49CODE
LOWplugins/openvino/src/ov/face_recognition.py63CODE
LOWplugins/openvino/src/common/yolov9_seg.py260CODE
LOWplugins/openvino/src/predict/face_recognize.py62CODE
LOWplugins/openvino/src/predict/__init__.py418CODE
LOWplugins/coreml/src/coreml/clip_embedding.py63CODE
LOWplugins/coreml/src/coreml/clip_embedding.py76CODE
LOWplugins/coreml/src/coreml/__init__.py228CODE
LOWplugins/coreml/src/coreml/segment.py48CODE
LOWplugins/python-codecs/src/generator_common.py24CODE
LOWplugins/python-codecs/src/gstreamer.py306CODE
LOWplugins/ncnn/src/nc/__init__.py266CODE
LOWplugins/ncnn/src/nc/segment.py76CODE
LOWserver/python/rpc.py391CODE
LOWpackages/python-client/rpc.py391CODE
Self-Referential Comments2 hits · 6 pts
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MEDIUMinstall/docker/docker-compose-setup.py4# Define the devices to check forCOMMENT
MEDIUMplugins/openvino/src/common/path_tools.py19 # Create a new parsed URL with the updated pathCOMMENT
Cross-Language Confusion1 hit · 5 pts
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HIGHsdk/types/scrypted_python/scrypted_sdk/types.py1017 devicesAccessControls: list[ScryptedDeviceAccessControl] # If devicesAccessControls is null, the user has full acceCODE
Fake / Example Data3 hits · 4 pts
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LOW⚡plugins/opencv/src/opencv/__init__.py74 'placeholder': defaultArea,CODE
LOW⚡plugins/opencv/src/opencv/__init__.py82 'placeholder': defaultThreshold,CODE
LOW⚡plugins/opencv/src/opencv/__init__.py90 'placeholder': defaultBlur,CODE
Slop Phrases2 hits · 4 pts
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MEDIUMsdk/types/scrypted_python/scrypted_sdk/types.py539 modalities: list[Any | Any] # Output types that you would like the model to generate. Most models are capable of geCODE
MEDIUMsdk/types/scrypted_python/scrypted_sdk/types.py582 modalities: list[Any | Any] # Output types that you would like the model to generate. Most models are capable of geCODE
Redundant / Tautological Comments2 hits · 2 pts
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LOWplugins/openvino/src/predict/text_skew.py39 # Check if the boxes are adjacent along their left or right sidesCOMMENT
LOWsdk/types/scrypted_python/scrypted_sdk/types.py971 allowBatteryPrebuffer: bool # Set this to true to allow for prebuffering even if the device implements the Battery CODE
Modern Structural Boilerplate2 hits · 2 pts
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LOWpackages/python-client/scrypted_client.py32logger = logging.getLogger(__name__)CODE
LOWpackages/python-client/hatch_build.py73__all__ = [STRING