AI Slop Code Risk Monitor

EastWorld/wechat-app-mall

SlopCodeMonitor badge for EastWorld/wechat-app-mall Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

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1.6 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for EastWorld/wechat-app-mall, a JavaScript project with 21,898 GitHub stars. SynthScan examined 42,730 lines of code across 521 source files, recording 62 pattern matches distributed across 3 syntactic categories. The legacy adjusted pattern signal is 1.6 (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.

1.6
Adjusted Signal
1.6
Raw Pattern Score
100%
Time Factor
2026-10-08
Last Push
21.9K
Stars
JavaScript
Language
42.7K
Lines of Code
521
Files
62
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 5.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 56 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 6.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 54 finding(s).

PR Review Velocity Impact 8.3/100 · LOW

Which changes need focused human review? 62 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 0MEDIUM 6LOW 56

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 62 distinct pattern matches across 3 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Hyper-Verbose Identifiers48 hits · 42 pts
SeverityFileLineSnippetContext
LOW⚡miniprogram_npm/apifm-wxapi/index.js2329 wxappServiceLoginWxaMobile: function wxappServiceLoginWxaMobile(data) {CODE
LOW⚡miniprogram_npm/apifm-wxapi/index.js2332 wxappServiceRegisterComplex: function wxappServiceRegisterComplex(data) {CODE
LOW⚡miniprogram_npm/apifm-wxapi/index.js2335 wxappServiceRegisterSimple: function wxappServiceRegisterSimple(data) {CODE
LOW⚡miniprogram_npm/apifm-wxapi/index.js3065 userAttendantChangeStatus: function userAttendantChangeStatus(data) {CODE
LOW⚡miniprogram_npm/apifm-wxapi/index.js3068 userAttendantDaysTimesAttendant: function userAttendantDaysTimesAttendant(goodsId, day) {CODE
LOW⚡miniprogram_npm/apifm-wxapi/index.js3071 userAttendantDaysTimesAttendantSetQuery: function userAttendantDaysTimesAttendantSetQuery(token, day) {CODE
LOW⚡miniprogram_npm/apifm-wxapi/index.js3074 userAttendantDaysTimesAttendantSet: function userAttendantDaysTimesAttendantSet(data) {CODE
LOW⚡miniprogram_npm/apifm-wxapi/index.js3077 userAttendantListReputation: function userAttendantListReputation(data) {CODE
LOW⚡miniprogram_npm/apifm-wxapi/index.js3092 userAttendantUpdatePosition: function userAttendantUpdatePosition(data) {CODE
LOW⚡miniprogram_npm/apifm-wxapi/index.js3095 userAttendantUpdateUseful: function userAttendantUpdateUseful(data) {CODE
LOW⚡miniprogram_npm/apifm-wxapi/index.js3098 userAttendantOrderServing: function userAttendantOrderServing(token, orderId) {CODE
LOW⚡miniprogram_npm/apifm-wxapi/index.js3101 userAttendantOrderRejectOrder: function userAttendantOrderRejectOrder(token, orderId) {CODE
LOW⚡miniprogram_npm/apifm-wxapi/index.js3104 userAttendantOrderSuccess: function userAttendantOrderSuccess(token, orderId) {CODE
LOW⚡miniprogram_npm/apifm-wxapi/index.js3257 activityVoteInfoJoinDetail: function activityVoteInfoJoinDetail(joinId) {CODE
LOW⚡miniprogram_npm/apifm-wxapi/index.js3260 activityVoteInfoScoreToVotes: function activityVoteInfoScoreToVotes(activityId) {CODE
LOW⚡miniprogram_npm/apifm-wxapi/index.js3263 activityVoteInfoFetchVoteNumber: function activityVoteInfoFetchVoteNumber(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js373 wxpayRequestMerchantTransfer: function wxpayRequestMerchantTransfer(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js1271 goodsSellNumberStatistics: function goodsSellNumberStatistics(page, pageSize) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js1438 refundApplySetBackLogistics: function refundApplySetBackLogistics(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js1491 cmsArticleModifyExtNumber: function cmsArticleModifyExtNumber(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js1497 newsOwnerUserViewStatistics: function newsOwnerUserViewStatistics(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js1641 modifyUserPasswordByUserName: function modifyUserPasswordByUserName(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js1833 idcardCheckManualReviewInfo: function idcardCheckManualReviewInfo(token) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js2042 fetchSubDomainByWxappAppid: function fetchSubDomainByWxappAppid(appid) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js2060 cmsArticleFavDeleteByNewsId: function cmsArticleFavDeleteByNewsId(token, newsId) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js2085 shippingCarInfoModifyNumber: function shippingCarInfoModifyNumber(token, key, number) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js2092 shippingCarInfoRemoveItem: function shippingCarInfoRemoveItem(token, key) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js2146 peisongMemberChangeWorkStatus: function peisongMemberChangeWorkStatus(token) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js2163 peisongOrderEstimatedCompletionTime: function peisongOrderEstimatedCompletionTime(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js2194 siteStatisticsSaleroomYear: function siteStatisticsSaleroomYear() {CODE
LOWminiprogram_npm/apifm-wxapi/index.js2350 wxappServiceEncryptedData: function wxappServiceEncryptedData(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js2434 partnerWithdrawalLogSuccess: function partnerWithdrawalLogSuccess(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js2437 partnerWithdrawalLogRefuse: function partnerWithdrawalLogRefuse(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js3006 organizePanUploadGetSignature: function organizePanUploadGetSignature(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js3188 userAttendantOrderStatistics: function userAttendantOrderStatistics(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js3230 wxTemplateNumberSubscribe: function wxTemplateNumberSubscribe(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js3289 blindBoxFriendsChangeStatus: function blindBoxFriendsChangeStatus(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js3301 blindBoxFriendsRechargeRule: function blindBoxFriendsRechargeRule() {CODE
LOWminiprogram_npm/apifm-wxapi/index.js3304 blindBoxFriendsBuyPullTimes: function blindBoxFriendsBuyPullTimes(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js3334 volcesArkCreateChatCompletion: function volcesArkCreateChatCompletion(message) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js3337 volcesArkChatCompletionResult: function volcesArkChatCompletionResult(key) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js3379 fsmInstallOrderBindExtendWarranty: function fsmInstallOrderBindExtendWarranty(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js3382 fsmInstallOrderSubsidyRecord: function fsmInstallOrderSubsidyRecord(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js3400 fsmRepairAdditionalInformation: function fsmRepairAdditionalInformation(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js3541 teacherStudentSignLogsList: function teacherStudentSignLogsList(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js3589 parentStudentSignLogsList: function parentStudentSignLogsList(data) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js3622 trainingItemCategoryDetail: function trainingItemCategoryDetail(id) {CODE
LOWminiprogram_npm/apifm-wxapi/index.js3625 goodsOutofstockRegistration: function goodsOutofstockRegistration(data) {CODE
Decorative Section Separators6 hits · 18 pts
SeverityFileLineSnippetContext
MEDIUMmarketing/listing/edit.js20 // ── 四级地址级联 ──────────────────────────────────────────────COMMENT
MEDIUMmarketing/listing/edit.js78 // ── 地址级联:加载省份 ───────────────────────────────────────────COMMENT
MEDIUMmarketing/listing/edit.js161 // ── 表单输入 ─────────────────────────────────────────────────────COMMENT
MEDIUMmarketing/listing/edit.js167 // ── 封面图:压缩 + 上传 ──────────────────────────────────────────COMMENT
MEDIUMmarketing/listing/edit.js216 // ── 校验 ─────────────────────────────────────────────────────────COMMENT
MEDIUMmarketing/listing/edit.js234 // ── 提交 ─────────────────────────────────────────────────────────COMMENT
Over-Commented Block8 hits · 8 pts
SeverityFileLineSnippetContext
LOWminiprogram_npm/apifm-wxapi/index.js141// );COMMENT
LOWminiprogram_npm/wxbarcode/index.js1221})()COMMENT
LOW…ckageStreamMedia/components/TRTCCalling/TRTCCalling.js61 },COMMENT
LOW…a/components/TRTCCalling/controller/user-controller.js41 // {COMMENT
LOW…a/components/TRTCCalling/controller/user-controller.js61 // "streamtype":"main",COMMENT
LOW…a/components/TRTCCalling/controller/user-controller.js161 if (!stream) {COMMENT
LOW…a/components/TRTCCalling/controller/user-controller.js221 user.streams[streamType] = stream = new Stream({ userID, streamID, hasAudio, src, streamType })COMMENT
LOWpages/address-add/index.js341 async readFromWx() {COMMENT