AI Slop Code Risk Monitor

w7corp/easywechat

SlopCodeMonitor badge for w7corp/easywechat Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

📦 一个 PHP 微信 SDK

0.9 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for w7corp/easywechat, a PHP project with 10,367 GitHub stars. SynthScan examined 53,807 lines of code across 528 source files, recording 48 pattern matches distributed across 2 syntactic categories. The legacy adjusted pattern signal is 0.9 (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.

0.9
Adjusted Signal
0.9
Raw Pattern Score
100%
Time Factor
2026-08-21
Last Push
10.4K
Stars
PHP
Language
53.8K
Lines of Code
528
Files
48
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 4.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 48 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 2.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 25 finding(s).

PR Review Velocity Impact 4.4/100 · LOW

Which changes need focused human review? 48 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 0LOW 48

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 48 distinct pattern matches across 2 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 Identifiers25 hits · 25 pts
SeverityFileLineSnippetContext
LOWtests/TestCase.php26 public function createEncryptedXmlMessageRequest($plainMessageXml, Encryptor $encryptor, array $query = []): ServerRCODE
LOWtests/TestCase.php43 public function createPlainXmlMessageRequest(string $plainMessageXml, string $token, array $query = []): ServerRequeCODE
LOWtests/TestCase.php53 public function createPlainSignatureQuery(string $token, array $query = []): arrayCODE
LOWdocs/src/5.x/wework/group-welcome-template.md194function createWelcomeTemplatesByType($groupWelcomeTemplate) {CODE
LOWsrc/OfficialAccount/Application.php251 protected function getHttpClientDefaultOptions(): arrayCODE
LOWsrc/OpenWork/Application.php309 protected function getHttpClientDefaultOptions(): arrayCODE
LOWsrc/OpenWork/Server.php74 public function withDefaultSuiteTicketHandler(callable $handler): voidCODE
LOWsrc/OpenWork/Server.php80 public function handleSuiteTicketRefreshed(callable $handler): staticCODE
LOWsrc/OpenWork/JsApiTicket.php91 public function createAgentConfigSignature(int $agentId, string $nonce, int $timestamp, string $url, array $jsApiLisCODE
LOWsrc/OpenPlatform/Application.php228 public function createPreAuthorizationCode(): arrayCODE
LOWsrc/OpenPlatform/Application.php250 public function createPreAuthorizationUrl(string $callbackUrl, array|string $optional = []): stringCODE
LOWsrc/OpenPlatform/Application.php283 public function getOfficialAccountWithRefreshToken(CODE
LOWsrc/OpenPlatform/Application.php295 public function getOfficialAccountWithAccessToken(CODE
LOWsrc/OpenPlatform/Application.php329 public function getMiniAppWithRefreshToken(CODE
LOWsrc/OpenPlatform/Application.php341 public function getMiniAppWithAccessToken(CODE
LOWsrc/OpenPlatform/Application.php370 protected function createAuthorizerOAuthFactory(string $authorizerAppId, OfficialAccountConfig $config): ClosureCODE
LOWsrc/OpenPlatform/Application.php415 protected function getHttpClientDefaultOptions(): arrayCODE
LOWsrc/OpenPlatform/Server.php96 public function withDefaultVerifyTicketHandler(callable $handler): voidCODE
LOWsrc/OpenPlatform/Server.php102 public function handleVerifyTicketRefreshed(callable $handler): staticCODE
LOWsrc/Work/Application.php183 protected function getHttpClientDefaultOptions(): arrayCODE
LOWsrc/Work/JsApiTicket.php107 public function createAgentConfigSignature(int $agentId, string $url, string $nonce, int $timestamp): arrayCODE
LOWsrc/MiniApp/Application.php189 protected function getHttpClientDefaultOptions(): arrayCODE
LOWsrc/Kernel/HttpClient/RequestUtil.php157 public static function createDefaultServerRequest(): ServerRequestInterfaceCODE
LOWsrc/Kernel/Traits/InteractWithHttpClient.php61 protected function getHttpClientDefaultOptions(): arrayCODE
LOWsrc/Kernel/Traits/InteractWithServerRequest.php33 public function setRequestFromSymfonyRequest(Request $symfonyRequest): staticCODE
Over-Commented Block23 hits · 23 pts
SeverityFileLineSnippetContext
LOWdocs/src/3.x/user-tag.md101// $nextOpenId:第一个拉取的OPENID,不填默认从头开始拉取COMMENT
LOWdocs/src/4.x/payment/order.md21COMMENT
LOWdocs/src/4.x/payment/order.md61], $isContract);COMMENT
LOWdocs/src/4.x/official-account/user-tag.md61## 获取指定 openid 用户所属的标签COMMENT
LOWdocs/src/4.x/official-account/poi.md81// "business_name": "麦当劳",COMMENT
LOWdocs/src/4.x/official-account/goods.md101// "statuses": [COMMENT
LOWdocs/src/5.x/payment/order.md21COMMENT
LOWdocs/src/5.x/payment/order.md61// "return_code": "SUCCESS",COMMENT
LOWdocs/src/5.x/official-account/user-tag.md61## 获取指定 openid 用户所属的标签COMMENT
LOWdocs/src/5.x/official-account/poi.md81// "business_name": "麦当劳",COMMENT
LOWdocs/src/5.x/official-account/goods.md101// "statuses": [COMMENT
LOWdocs/src/6.x/mini-app/utils.md21// "errmsg": "ok"COMMENT
LOWdocs/src/6.x/mini-app/utils.md61// "purePhoneNumber": "13800138000",COMMENT
LOWdocs/src/6.x/mini-app/config.md41 */COMMENT
LOWdocs/src/6.x/mini-app/index.md21 'throw' => true, // 状态码非 200、300 时是否抛出异常,默认为开启COMMENT
LOWdocs/src/6.x/open-work/index.md21 'http' => [COMMENT
LOWdocs/src/6.x/open-work/index.md161// "corpid": "xxxx",COMMENT
LOWdocs/src/6.x/open-work/index.md181// "agentid":1,COMMENT
LOWdocs/src/6.x/open-work/index.md201// },COMMENT
LOWdocs/src/6.x/open-platform/index.md21 * https://github.com/symfony/symfony/blob/5.3/src/Symfony/Contracts/HttpClient/HttpClientInterface.phpCOMMENT
LOWdocs/src/6.x/open-platform/index.md141COMMENT
LOWdocs/src/6.x/work/index.md21 * 接口请求相关配置,超时时间等,具体可用参数请参考:COMMENT
LOWdocs/src/6.x/official-account/config.md61 // // 最大重试次数COMMENT