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AI Slop Code RIsk Monitor

sebastianbergmann/object-enumerator

Traverses array structures and object graphs to enumerate all referenced objects

14.8 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for sebastianbergmann/object-enumerator, a PHP project with 6,526 GitHub stars. SynthScan examined 1,858 lines of code across 26 source files, recording 26 pattern matches distributed across 1 syntactic category. The legacy adjusted pattern signal is 14.8 (Moderate 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.

14.8
Adjusted Signal
14.8
Raw Pattern Score
100%
Time Factor
2026-10-09
Last Push
6.5K
Stars
PHP
Language
1.9K
Lines of Code
26
Files
26
Pattern Hits
2026-10-12
Scan Date
0.00
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 52.3/100 · HIGH

Can maintainers explain intent, assumptions, and trade-offs? 26 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 52.3/100 · HIGH

Are wrappers, guards, and repeated structures necessary? 26 finding(s).

PR Review Velocity Impact 50.3/100 · HIGH

Which changes need focused human review? 26 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 26

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 26 distinct pattern matches across 1 syntactic category. 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 Identifiers26 hits · 28 pts
SeverityFileLineSnippetContext
LOW⚡tests/unit/EnumeratorTest.php34 public function testEnumeratesArrayWithNoObjects(): voidCODE
LOW⚡tests/unit/EnumeratorTest.php39 public function testEnumeratesSingleObject(): voidCODE
LOW⚡tests/unit/EnumeratorTest.php49 public function testEnumeratesArrayWithSingleObject(): voidCODE
LOW⚡tests/unit/EnumeratorTest.php59 public function testEnumeratesArrayWithTwoReferencesToTheSameObject(): voidCODE
LOW⚡tests/unit/EnumeratorTest.php69 public function testEnumeratesArrayOfObjects(): voidCODE
LOW⚡tests/unit/EnumeratorTest.php265 public function testEnumeratesObjectWithBackedHookedPropertyThatIsNull(): voidCODE
LOW⚡tests/unit/EnumeratorTest.php275 public function testDoesNotEnumerateObjectsReturnedByVirtualProperty(): voidCODE
LOW⚡tests/unit/EnumeratorTest.php285 public function testDoesNotInvokeGetHookOfHookedProperty(): voidCODE
LOW⚡tests/unit/EnumeratorTest.php295 public function testDoesNotInitializeLazyGhost(): voidCODE
LOWtests/unit/EnumeratorTest.php81 public function testEnumeratesObjectWithAggregatedObject(): voidCODE
LOWtests/unit/EnumeratorTest.php96 public function testEnumeratesObjectWithAggregatedObjectsInArray(): voidCODE
LOWtests/unit/EnumeratorTest.php110 public function testEnumeratesObjectsWithCyclicReferences(): voidCODE
LOWtests/unit/EnumeratorTest.php125 public function testEnumeratesObjectWithAggregatedObjectsInNestedArrays(): voidCODE
LOWtests/unit/EnumeratorTest.php139 public function testEnumeratesArrayWithTwoReferencesToTheSameArray(): voidCODE
LOWtests/unit/EnumeratorTest.php150 public function testEnumeratesPrivateProtectedAndInheritedProperties(): voidCODE
LOWtests/unit/EnumeratorTest.php169 public function testEnumeratesPropertiesDeclaredInParentClass(): voidCODE
LOWtests/unit/EnumeratorTest.php182 public function testEnumeratesArrayThatReferencesItself(): voidCODE
LOWtests/unit/EnumeratorTest.php195 public function testEnumeratesArraysThatReferenceEachOther(): voidCODE
LOWtests/unit/EnumeratorTest.php212 public function testEnumeratesObjectThatAggregatesArrayThatReferencesItself(): voidCODE
LOWtests/unit/EnumeratorTest.php229 public function testDoesNotModifyArrayThatIsEnumerated(): voidCODE
LOWtests/unit/EnumeratorTest.php238 public function testDoesNotEnumerateObjectsAlreadyContainedInContextThatIsPassed(): voidCODE
LOWtests/unit/EnumeratorTest.php253 public function testEnumeratesObjectAggregatedUsingBackedHookedProperty(): voidCODE
LOWtests/unit/EnumeratorTest.php315 public function testDoesNotInitializeLazyProxy(): voidCODE
LOWtests/unit/EnumeratorTest.php338 public function testDoesNotInitializeLazyObjectThatIsAggregatedByAnotherObject(): voidCODE
LOWtests/unit/EnumeratorTest.php362 public function testEnumeratesObjectsAggregatedByInitializedLazyObject(): voidCODE
LOWtests/unit/EnumeratorTest.php385 public function testEnumeratesClassThatThrowsException(): voidCODE