1.1

Adjusted Signal

1.1

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

5.6K

Stars

HTML

Language

253.4K

Lines of Code

726

Files

148

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 2.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 99 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.1/100 · LOW

Are imports declared and package/API names verified? 42 finding(s).

Agent Over-Engineering Ratio 2.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 93 finding(s).

PR Review Velocity Impact 5.4/100 · LOW

Which changes need focused human review? 148 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 13HIGH 1MEDIUM 5LOW 129

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 148 distinct pattern matches across 10 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 Indicators13 hits · 130 pts

Severity	File	Line	Snippet	Context
CRITICAL	src/web/script/jquery-3.6.0.min.js	2	!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):f	CODE
CRITICAL	src/web/script/semantic/semantic.min.js	11	!function(p,h,v,b){p.site=p.fn.site=function(e){var s,l,i=(new Date).getTime(),o=[],t=e,n="string"==typeof t,c=[].slice.	CODE
CRITICAL	src/web/script/semantic/semantic.js	1846	return $.fn.form.settings.regExp.email.test(value);	CODE
CRITICAL	src/web/script/semantic/semantic.js	1851	return $.fn.form.settings.regExp.url.test(value);	CODE
CRITICAL	src/web/script/semantic/semantic.js	1911	return $.fn.form.settings.regExp.decimal.test(value);	CODE
CRITICAL	src/web/script/semantic/semantic.js	1916	return $.fn.form.settings.regExp.number.test(value);	CODE
CRITICAL	src/web/script/semantic/components/form.min.js	1	!function(T,e,D,O){"use strict";e=void 0!==e&&e.Math==Math?e:"undefined"!=typeof self&&self.Math==Math?self:Function("re	CODE
CRITICAL	src/web/script/semantic/components/form.js	1348	return $.fn.form.settings.regExp.email.test(value);	CODE
CRITICAL	src/web/script/semantic/components/form.js	1353	return $.fn.form.settings.regExp.url.test(value);	CODE
CRITICAL	src/web/script/semantic/components/form.js	1413	return $.fn.form.settings.regExp.decimal.test(value);	CODE
CRITICAL	src/web/script/semantic/components/form.js	1418	return $.fn.form.settings.regExp.number.test(value);	CODE
CRITICAL	src/web/script/semantic/components/rating.min.js	1	!function(C,e,n,T){"use strict";e=void 0!==e&&e.Math==Math?e:"undefined"!=typeof self&&self.Math==Math?self:Function("re	CODE
CRITICAL	src/mod/sshprox/wintty/assets/js/xterm.min.js	7	!function(e,t){if("object"==typeof exports&&"object"==typeof module)module.exports=t();else if("function"==typeof define	CODE

Hyper-Verbose Identifiers86 hits · 86 pts

Severity	File	Line	Snippet	Context
LOW	example/other-templates/templates_cf/blacklist.html	82	gtag("js",new Date());gtag("config",id);gtag("set",{anonymizeIp:options.anonymizeIp});var vendorScript=document.createEl	CODE
LOW	example/other-templates/templates_cf/whitelist.html	82	gtag("js",new Date());gtag("config",id);gtag("set",{anonymizeIp:options.anonymizeIp});var vendorScript=document.createEl	CODE
LOW	src/web/tools/sshconn.html	180	function isValidServerNameOrIPAddress(str) {	CODE
LOW	src/web/tools/fs.html	947	function copyFirstItemInQueueUntilAllCopied(){	CODE
LOW	src/web/tools/https.html	126	function checkIfInputDomainIsMultiple(){	CODE
LOW	src/web/snippet/logview.html	643	function renderLogWithCurrentFilter(data){	CODE
LOW	src/web/snippet/acme.html	250	function setAutoRenewIfCASupportMode(useAutoMode = true){	CODE
LOW	src/web/snippet/acme.html	262	function initRenewerConfigFromFile(){	CODE
LOW	src/web/snippet/acme.html	840	function checkIfInputDomainIsMultiple(){	CODE
LOW	src/web/snippet/acme.html	850	function validateDNSChallengeSupport(){	CODE
LOW	src/web/snippet/acme.html	871	function handlePostInputAutomation(){	CODE
LOW	src/web/snippet/zorxAuthExceptionEditor.html	261	function removeZorxAuthExceptionRule(btn) {	CODE
LOW	src/web/snippet/accessRuleEditor.html	105	function handleCreateNewAccessRule(event) {	CODE
LOW	src/web/snippet/accessRuleEditor.html	142	function handleSelectEditingAccessRule(){	CODE
LOW	src/web/snippet/accessRuleEditor.html	150	function loadAccessRuleInfoIntoEditFields(targetAccessRuleUUID){	CODE
LOW	src/web/snippet/accessRuleEditor.html	179	function initTrustedProxyGatingState(ruleID){	CODE
LOW	src/web/snippet/upstreams.html	237	function renderUpstreamEntryToTable(upstream, isActive){	CODE
LOW	src/web/snippet/upstreams.html	418	function getUpstreamSettingFromDOM(upstream){	CODE
LOW	src/web/snippet/upstreams.html	532	function getUpstreamSettingsFromDomID(domid){	CODE
LOW	src/web/snippet/customHeaders.html	562	function generatePermissionPolicyObject(){	CODE
LOW	src/web/snippet/customHeaders.html	563	function getStructuredFieldValueFromDOM(fieldKey){	CODE
LOW	src/web/snippet/customHeaders.html	611	function updateManualHostOverwrite(){	CODE
LOW	src/web/snippet/customHeaders.html	634	function updateManualHostOverwriteVal(callback=undefined){	CODE
LOW	src/web/snippet/customHeaders.html	650	function initManualHostOverwriteValue(){	CODE
LOW	src/web/snippet/customHeaders.html	698	function initUserAgentRemoverState(){	CODE
LOW	src/web/snippet/customHeaders.html	734	function initWebSocketCustomHeaderState(){	CODE
LOW	src/web/snippet/basicAuthEditor.html	183	function addCredentialsToEditingList() {	CODE
LOW	src/web/snippet/basicAuthEditor.html	376	function updateEditingCredentialList() {	CODE
LOW	src/web/snippet/basicAuthEditor.html	402	function removeCredentialFromEditingList(index) {	CODE
LOW	src/web/snippet/zorxauthUserEditor.html	633	function populateGroupPolicyDropdowns(policies){	CODE
LOW	src/web/script/quicksetup.js	15	function adjustTourModalOverlayToElement(element){;	CODE
LOW	src/web/script/quicksetup.js	110	function hideSideWrapperInTourMode(){	CODE
LOW	src/web/components/plugins.html	398	function bindEventsToSelectableItems(){	CODE
LOW	src/web/components/plugins.html	411	function bindTagAssignButtonEvents(){	CODE
LOW	src/web/components/plugins.html	529	function loadPluginUIContextIfAvailable(){	CODE
LOW	src/web/components/plugins.html	763	function bindEventsToDeveloperSettings(){	CODE
LOW	src/web/components/redirection.html	362	function initCaseSensitivityToggle(){	CODE
LOW	src/web/components/redirection.html	391	function handleRedirectionRuleEnableToggle(toggleElement){	CODE
LOW	src/web/components/plugincontext.html	28	function getPluginIDFromWindowHash(){	CODE
LOW	src/web/components/httprp.html	715	function renderVirtualDirectoryList(subd){	CODE
LOW	src/web/components/httprp.html	932	function updateAliasListForEndpoint(endpointName, newAliasDomainList){	CODE
LOW	src/web/components/httprp.html	954	function resolveAccessRuleNameOnHostRPlist(){	CODE
LOW	src/web/components/httprp.html	1014	function updateAccessRuleNameUnderHost(epuuid, newruleUID){	CODE
LOW	src/web/components/httprp.html	1321	function requestCertificateForExistingHost(hostUUID, RootAndAliasDomains, btn=undefined){	CODE
LOW	src/web/components/httprp.html	1346	function generateSelfSignedCertificate(uuid, domains, btn=undefined){	CODE
LOW	src/web/components/httprp.html	1526	function populateTagFilterDropdown(data) {	CODE
LOW	src/web/components/httprp.html	1589	function getEditingHttpProxyHostname(){	CODE
LOW	src/web/components/httprp.html	1597	function getEditingHttpProxyCachedSubd(){	CODE
LOW	src/web/components/httprp.html	1608	function generateCertificateDropdown(callback){	CODE
LOW	src/web/components/httprp.html	1629	function initHttpProxyRuleEditorModal(rulepayload){	CODE
LOW	src/web/components/httprp.html	1654	function populateAndBindEventsToHTTPProxyEditor(subd){	CODE
LOW	src/web/components/httprp.html	2213	function hideEditorSideWrapperViaBtn(){	CODE
LOW	src/web/components/stats.html	408	function handleLoadStatisticButtonPress(){	CODE
LOW	src/web/components/rules.html	526	function toggleStatisticCollection() {	CODE
LOW	src/web/components/rules.html	635	function initNewProxyRuleAccessDropdownList(callback=undefined){	CODE
LOW	src/web/components/rules.html	670	function initDockerUXOptimizations(){	CODE
LOW	src/web/components/rules.html	692	function initAdvanceSettingsAccordion(){	CODE
LOW	src/web/components/access.html	744	function reloadAccessRulesWithFeedback(){	CODE
LOW	src/web/components/access.html	820	function handleSelectedAccessRuleChange(newRuleUUID){	CODE
LOW	src/web/components/access.html	1549	function initBlacklistQuickBanTable(){	CODE
26 more matches not shown…

Fake / Example Data29 hits · 29 pts

Severity	File	Line	Snippet	Context
LOW	example/plugins/helloworld/main.go	29	AuthorContact: "admin@example.com",	CODE
LOW	example/plugins/restful-example/main.go	30	AuthorContact: "admin@example.com",	CODE
LOW	…s/plugins/docs/3. Basic Examples/2. RESTful Example.md	29	AuthorContact: "admin@example.com",	CODE
LOW	…s/plugins/docs/3. Basic Examples/2. RESTful Example.md	412	AuthorContact: "admin@example.com",	CODE
LOW	docs/plugins/docs/3. Basic Examples/1. Hello World.md	152	AuthorContact: "admin@example.com",	CODE
LOW	docs/plugins/docs/3. Basic Examples/1. Hello World.md	292	AuthorContact: "admin@example.com",	CODE
LOW	src/web/script/semantic/semantic.min.js	11	!function(p,h,v,b){p.site=p.fn.site=function(e){var s,l,i=(new Date).getTime(),o=[],t=e,n="string"==typeof t,c=[].slice.	CODE
LOW	src/web/script/semantic/semantic.js	953	: $field.prop('placeholder') \|\| settings.text.unspecifiedField	CODE
LOW	src/web/script/semantic/semantic.js	8196	placeholderText : 'placeholder',	CODE
LOW	src/web/script/semantic/semantic.js	8953	placeholder : 'placeholder',	CODE
LOW	src/web/script/semantic/semantic.js	9031	html += '<img class="placeholder" src="' + image + '">';	CODE
LOW	src/web/script/semantic/semantic.js	22504	placeholder : 'placeholder',	CODE
LOW	src/web/script/semantic/components/embed.js	612	placeholder : 'placeholder',	CODE
LOW	src/web/script/semantic/components/embed.js	690	html += '<img class="placeholder" src="' + image + '">';	CODE
LOW	src/web/script/semantic/components/dropdown.js	3811	placeholderText : 'placeholder',	CODE
LOW	src/web/script/semantic/components/video.min.js	11	!function(e,o,t,n){"use strict";e.fn.video=function(t){{var a,i=e(this),r=i.selector\|\|"",l=(new Date).getTime(),c=[],u=a	CODE
LOW	src/web/script/semantic/components/embed.min.js	1	!function(E,U,e,j){"use strict";U=void 0!==U&&U.Math==Math?U:"undefined"!=typeof self&&self.Math==Math?self:Function("re	CODE
LOW	src/web/script/semantic/components/form.min.js	1	!function(T,e,D,O){"use strict";e=void 0!==e&&e.Math==Math?e:"undefined"!=typeof self&&self.Math==Math?self:Function("re	CODE
LOW	src/web/script/semantic/components/video.js	523	+ '<img class="placeholder" src="' + image + '">'	CODE
LOW	src/web/script/semantic/components/dropdown.min.js	1	!function(X,Y,G,J){"use strict";Y=void 0!==Y&&Y.Math==Math?Y:"undefined"!=typeof self&&self.Math==Math?self:Function("re	CODE
LOW	src/web/script/semantic/components/form.js	455	: $field.prop('placeholder') \|\| settings.text.unspecifiedField	CODE
LOW	src/web/script/semantic/components/visibility.js	1300	placeholder : 'placeholder',	CODE
LOW	src/web/script/semantic/components/visibility.min.js	1	!function(O,z,A,w){"use strict";z=void 0!==z&&z.Math==Math?z:"undefined"!=typeof self&&self.Math==Math?self:Function("re	CODE
LOW	src/web/components/cert.html	383	$("#certdomain").attr("placeholder", "");	CODE
LOW	src/web/components/cert.html	410	if ($("#certdomain").attr("placeholder").trim() != ""){	CODE
LOW	src/web/components/cert.html	411	domain = $("#certdomain").attr("placeholder").trim();	CODE
LOW	src/web/components/cert.html	656	if ($("#certdomain").attr("placeholder").trim() !== '') {	CODE
LOW	src/web/components/cert.html	657	domain = $("#certdomain").attr("placeholder").trim();	CODE
LOW	src/web/components/cert.html	683	$("#certdomain").attr("placeholder", "");	CODE

Decorative Section Separators4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/mod/auth/sso/zorxauth/auth.html	616	// ── TOTP step ──────────────────────────────────────────────	COMMENT
MEDIUM	src/mod/auth/sso/zorxauth/auth.html	704	// ── Login form ─────────────────────────────────────────────	COMMENT
MEDIUM	src/mod/auth/sso/zorxauth/auth.html	779	// ── Passkey helpers ────────────────────────────────────────	COMMENT
MEDIUM	src/mod/auth/sso/zorxauth/auth.html	805	// ── Passkey login ──────────────────────────────────────────	COMMENT

Over-Commented Block10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	docs/nginx2zoraxy.html	1441	// before forwarding to the upstream domain.	COMMENT
LOW	docs/plugins/start.sh	1	#!/bin/bash	COMMENT
LOW	src/web/script/supporters.txt	1	# supporters.txt	COMMENT
LOW	src/mod/auth/sso/forward/ignoredpaths.go	21		COMMENT
LOW	src/mod/reverseproxy/reverse.go	21	// Set the timeout of the proxy server, default is 5 minutes	COMMENT
LOW	src/mod/info/hardwareinfo/drivestat.go	21	// df line can have. The POSIX (-P) layout is exactly:	COMMENT
LOW	src/mod/dynamicproxy/dynamicproxy.go	61	// Returns empty string when H3 is not active (disabled, no TLS, PROXY protocol	COMMENT
LOW	src/mod/dynamicproxy/dpcore/dpcore.go	41	// The transport used to perform proxy requests.	COMMENT
LOW	src/mod/dynamicproxy/dpcore/utils.go	41	//E.g. Proxy config: blog.example.com -> 127.0.0.1:80	COMMENT
LOW	src/mod/statistic/bounded.go	1	package statistic	COMMENT

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	docker/entrypoint.py	61	except FileNotFoundError:	CODE

Excessive Try-Catch Wrapping2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	docker/entrypoint.py	63	except Exception as e:	CODE
MEDIUM	docker/entrypoint.py	15	def run(command):	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	tools/dns_challenge_update/code-gen/update.sh	10	# Check if the folder "./lego" exists	COMMENT

Structural Annotation Overuse1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	docs/plugins/docs/1. Introduction/2. Getting Started.md	15	## Step 1: Start Zoraxy at least once	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/run_tests.sh	4	# Usage:	COMMENT

tobychui/zoraxy

Open-Source Code Quality, Security and Technical Debt Review