0.7

Adjusted Signal

0.7

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

10.2K

Stars

Language

145.7K

Lines of Code

101

Files

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 3.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 86 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.4/100 · LOW

Are imports declared and package/API names verified? 3 finding(s).

Agent Over-Engineering Ratio 2.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 60 finding(s).

PR Review Velocity Impact 3.5/100 · LOW

Which changes need focused human review? 89 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 1MEDIUM 0LOW 87

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 89 distinct pattern matches across 6 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 Identifiers60 hits · 60 pts

Severity	File	Line	Snippet	Context
LOW	tests/TestSuite.php	432	protected function assertEqualsCanonicalizing($expected, $actual, $keep_keys = false): void {	CODE
LOW	tests/RedisClusterTest.php	52	public function testConnectDatabaseSelect() { $this->markTestSkipped(); }	CODE
LOW	tests/RedisClusterTest.php	53	public function testReconnectPooledConnection() {	CODE
LOW	tests/RedisClusterTest.php	109	public function testReconnectNotConnected() {	CODE
LOW	tests/RedisClusterTest.php	376	public function testDirectedCommandsRejectUncoveredSlot() {	CODE
LOW	tests/RedisClusterTest.php	492	public function testDirectedFlushUsesMaster() {	CODE
LOW	tests/RedisClusterTest.php	517	public function testSetTcpKeepaliveOption() {	CODE
LOW	tests/RedisClusterTest.php	581	public function testReplicaReadonlyResentAfterReconnect() {	CODE
LOW	tests/RedisClusterTest.php	674	public function testDirectedCommandsInMulti() {	CODE
LOW	tests/RedisClusterTest.php	831	public function testScanPrefixEmptyPattern() {	CODE
LOW	tests/RedisClusterTest.php	904	public function testDistributedMultiFailure() {	CODE
LOW	tests/RedisClusterTest.php	954	public function testDistributedMultiResults() {	CODE
LOW	tests/RedisClusterTest.php	1128	public function testEvalBulkResponseMulti() {	CODE
LOW	tests/RedisClusterTest.php	1145	public function testEvalBulkEmptyResponse() {	CODE
LOW	tests/RedisClusterTest.php	1159	public function testEvalBulkEmptyResponseMulti() {	CODE
LOW	tests/RedisTest.php	3645	public function testNumericPrefixHashFields() {	CODE
LOW	tests/RedisTest.php	3662	public function testNumericStringEncoding() {	CODE
LOW	tests/RedisTest.php	3692	public function testHMGetNumericFieldIdentity() {	CODE
LOW	tests/RedisTest.php	5322	public function testDifferentTypeSortedSet() {	CODE
LOW	tests/RedisTest.php	5515	function testIgnoreNumbersReturnTypes() {	CODE
LOW	tests/RedisTest.php	5877	public function testCompressedSerialization() {	CODE
LOW	tests/RedisTest.php	6692	public function testReconnectNotConnected() {	CODE
LOW	tests/RedisTest.php	6704	public function testReconnectDiscardsQueue() {	CODE
LOW	tests/RedisTest.php	6741	public function testReconnectPooledConnection() {	CODE
LOW	tests/RedisTest.php	7022	public function testBackoffConstructorOptions() {	CODE
LOW	tests/RedisTest.php	7718	public function testGeoSearchStoreByPolygon() {	CODE
LOW	tests/RedisTest.php	8922	protected function assertSessionRunnerResult($runner, bool $expect_success = true): void {	CODE
LOW	tests/RedisTest.php	9283	public function testConnectDatabaseSelect() {	CODE
LOW	tests/RedisTest.php	9600	public function testAnonymousClassSerializationFailure() {	CODE
LOW	tests/RedisArrayTest.php	384	public function testReadUsingFallbackMechanism() {	CODE
LOW	tests/RedisArrayTest.php	400	public function testReadRedistributedKeys() {	CODE
LOW	tests/RedisArrayTest.php	465	public function testAllKeysHaveBeenMigrated() {	CODE
LOW	docs/index.html	27	function ensureCustomClassesAreBuiltIn() {	CODE
LOW	docs/index.html	234	function highlightMethodParameters() {	CODE
LOW	docs/RedisCluster.html	27	function ensureCustomClassesAreBuiltIn() {	CODE
LOW	docs/RedisCluster.html	234	function highlightMethodParameters() {	CODE
LOW	docs/Redis.html	27	function ensureCustomClassesAreBuiltIn() {	CODE
LOW	docs/Redis.html	234	function highlightMethodParameters() {	CODE
LOW	docs/interfaces.html	27	function ensureCustomClassesAreBuiltIn() {	CODE
LOW	docs/interfaces.html	234	function highlightMethodParameters() {	CODE
LOW	docs/[Global_Namespace].html	27	function ensureCustomClassesAreBuiltIn() {	CODE
LOW	docs/[Global_Namespace].html	234	function highlightMethodParameters() {	CODE
LOW	docs/RedisException.html	27	function ensureCustomClassesAreBuiltIn() {	CODE
LOW	docs/RedisException.html	234	function highlightMethodParameters() {	CODE
LOW	docs/namespaces.html	27	function ensureCustomClassesAreBuiltIn() {	CODE
LOW	docs/namespaces.html	234	function highlightMethodParameters() {	CODE
LOW	docs/RedisArray.html	27	function ensureCustomClassesAreBuiltIn() {	CODE
LOW	docs/RedisArray.html	234	function highlightMethodParameters() {	CODE
LOW	docs/RedisClusterException.html	27	function ensureCustomClassesAreBuiltIn() {	CODE
LOW	docs/RedisClusterException.html	234	function highlightMethodParameters() {	CODE
LOW	docs/RedisSentinel.html	27	function ensureCustomClassesAreBuiltIn() {	CODE
LOW	docs/RedisSentinel.html	234	function highlightMethodParameters() {	CODE
LOW	docs/doc-index.html	27	function ensureCustomClassesAreBuiltIn() {	CODE
LOW	docs/doc-index.html	234	function highlightMethodParameters() {	CODE
LOW	docs/classes.html	27	function ensureCustomClassesAreBuiltIn() {	CODE
LOW	docs/classes.html	234	function highlightMethodParameters() {	CODE
LOW	docs/traits.html	27	function ensureCustomClassesAreBuiltIn() {	CODE
LOW	docs/traits.html	234	function highlightMethodParameters() {	CODE
LOW	docs/search.html	27	function ensureCustomClassesAreBuiltIn() {	CODE
LOW	docs/search.html	234	function highlightMethodParameters() {	CODE

Over-Commented Block24 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	cluster_library.h	1	#ifndef _PHPREDIS_CLUSTER_LIBRARY_H	COMMENT
LOW	redis_commands.c	21	#include "config.h"	COMMENT
LOW	redis_commands.c	761	dst[2] = u.b[1];	COMMENT
LOW	library.h	1	#ifndef REDIS_LIBRARY_H	COMMENT
LOW	redis_cluster.c	21		COMMENT
LOW	common.h	1	#include "php.h"	COMMENT
LOW	common.h	21	ZEND_ASSERT(zv != NULL);	COMMENT
LOW	common.h	41	# define PHPREDIS_LITTLE_ENDIAN	COMMENT
LOW	common.h	61	# define REDIS_NODISCARD __attribute__((warn_unused_result))	COMMENT
LOW	common.h	81	} redis_sock_status;	COMMENT
LOW	common.h	121	/* PUBSUB subcommands */	COMMENT
LOW	common.h	141	#define REDIS_OPT_REPLY_LITERAL 8	COMMENT
LOW	common.h	161	REDIS_SERIALIZER_JSON,	COMMENT
LOW	common.h	181	#define REDIS_BACKOFF_ALGORITHM_EQUAL_JITTER 3	COMMENT
LOW	library.c	1	#include "php_redis.h"	COMMENT
LOW	library.c	41	#endif	COMMENT
LOW	library.c	61		COMMENT
LOW	redis.c	21	#ifdef HAVE_CONFIG_H	COMMENT
LOW	redis.c	41	#ifdef HAVE_REDIS_PHPSER	COMMENT
LOW	redis_session.c	21	#include "common.h"	COMMENT
LOW	php_compat.h	1	#ifndef PHP_REDIS_COMPAT_H	COMMENT
LOW	php_compat.h	81	#ifndef RETURN_THROWS	COMMENT
LOW	php_compat.h	101	#endif	COMMENT
LOW	docs/Redis.html	4081	// Which backoff algorithm to use. 'decorrelated jitter' is	COMMENT

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	docs/js/jquery-3.5.1.slim.min.js	2	!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):f	CODE

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	README.md	812	// The write was not persisted or replicated as requested.	COMMENT

Fake / Example Data2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	docs/js/highlight.min.js	317	}),re=["a","abbr","address","article","aside","audio","b","blockquote","body","button","canvas","caption","cite","code",	CODE
LOW	doctum-theme/js/highlight.min.js	317	}),re=["a","abbr","address","article","aside","audio","b","blockquote","body","button","canvas","caption","cite","code",	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	tests/make-cluster.sh	7	# Usage:	COMMENT

phpredis/phpredis

Open-Source Code Quality, Security and Technical Debt Review