AI Slop Code RIsk Monitor

JamesNK/Newtonsoft.Json

Json.NET is a popular high-performance JSON framework for .NET

5.5 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for JamesNK/Newtonsoft.Json, a C# project with 11,313 GitHub stars. SynthScan examined 233,122 lines of code across 987 source files, recording 1259 pattern matches distributed across 4 syntactic categories. The legacy adjusted pattern signal is 5.5 (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.

5.5
Adjusted Signal
5.5
Raw Pattern Score
100%
Time Factor
2026-09-21
Last Push
11.3K
Stars
C#
Language
233.1K
Lines of Code
987
Files
1.3K
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 23.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1252 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 7 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 0 finding(s).

PR Review Velocity Impact 23.9/100 · LOW

Which changes need focused human review? 1259 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 3MEDIUM 1LOW 1255

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 1259 distinct pattern matches across 4 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.

Over-Commented Block1248 hits · 1248 pts
SeverityFileLineSnippetContext
LOW.github/workflows/codeql.yml1# For most projects, this workflow file will not need changing; you simply needCOMMENT
LOW.github/workflows/codeql.yml61 # This includes steps like installing compilers or runtimes (`actions/setup-node`COMMENT
LOWSrc/Newtonsoft.Json/ConstructorHandling.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/ConstructorHandling.cs21// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISINGCOMMENT
LOWSrc/Newtonsoft.Json/JsonRequiredAttribute.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/JsonConverterAttribute.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/JsonConverterAttribute.cs41 /// Gets the <see cref="Type"/> of the <see cref="JsonConverter"/>.COMMENT
LOWSrc/Newtonsoft.Json/DefaultJsonNameTable.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/JsonConverter.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/JsonConverter.cs41 /// </summary>COMMENT
LOWSrc/Newtonsoft.Json/JsonConverter.cs61 /// <returns>COMMENT
LOWSrc/Newtonsoft.Json/JsonConverter.cs101 /// Writes the JSON representation of the object.COMMENT
LOWSrc/Newtonsoft.Json/JsonConverter.cs121 throw new JsonSerializationException("Converter cannot read JSON with the specified existing value. {0} COMMENT
LOWSrc/Newtonsoft.Json/JsonPosition.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/Required.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/Required.cs21// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISINGCOMMENT
LOWSrc/Newtonsoft.Json/WriteState.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/WriteState.cs21// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISINGCOMMENT
LOWSrc/Newtonsoft.Json/WriteState.cs41COMMENT
LOWSrc/Newtonsoft.Json/IArrayPool.cs1namespace Newtonsoft.JsonCOMMENT
LOWSrc/Newtonsoft.Json/JsonConverterCollection.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/FloatParseHandling.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/FloatParseHandling.cs21// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISINGCOMMENT
LOWSrc/Newtonsoft.Json/NullValueHandling.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/NullValueHandling.cs21// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISINGCOMMENT
LOWSrc/Newtonsoft.Json/Formatting.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/Formatting.cs21// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISINGCOMMENT
LOWSrc/Newtonsoft.Json/IJsonLineInfo.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/IJsonLineInfo.cs21// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISINGCOMMENT
LOWSrc/Newtonsoft.Json/IJsonLineInfo.cs41 /// <summary>COMMENT
LOWSrc/Newtonsoft.Json/JsonSerializerSettings.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/JsonSerializerSettings.cs141 /// <summary>COMMENT
LOWSrc/Newtonsoft.Json/JsonSerializerSettings.cs161 /// </summary>COMMENT
LOWSrc/Newtonsoft.Json/JsonSerializerSettings.cs221 /// The default value is <see cref="Json.ConstructorHandling.Default" />.COMMENT
LOWSrc/Newtonsoft.Json/JsonSerializerSettings.cs301 /// <summary>COMMENT
LOWSrc/Newtonsoft.Json/JsonSerializerSettings.cs421 set => _stringEscapeHandling = value;COMMENT
LOWSrc/Newtonsoft.Json/JsonExtensionDataAttribute.cs1using System;COMMENT
LOWSrc/Newtonsoft.Json/JsonTextReader.Async.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/JsonTextReader.Async.cs41 public partial class JsonTextReaderCOMMENT
LOWSrc/Newtonsoft.Json/JsonToken.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/JsonToken.cs41COMMENT
LOWSrc/Newtonsoft.Json/JsonToken.cs61COMMENT
LOWSrc/Newtonsoft.Json/JsonToken.cs81COMMENT
LOWSrc/Newtonsoft.Json/JsonToken.cs101COMMENT
LOWSrc/Newtonsoft.Json/JsonWriter.Async.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/JsonWriter.Async.cs661 }COMMENT
LOWSrc/Newtonsoft.Json/JsonTextReader.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/JsonTextReader.cs2621 }COMMENT
LOWSrc/Newtonsoft.Json/TypeNameHandling.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/TypeNameHandling.cs21// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISINGCOMMENT
LOWSrc/Newtonsoft.Json/TypeNameHandling.cs41 {COMMENT
LOWSrc/Newtonsoft.Json/TypeNameHandling.cs61COMMENT
LOWSrc/Newtonsoft.Json/DateTimeZoneHandling.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/DateTimeZoneHandling.cs21// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISINGCOMMENT
LOWSrc/Newtonsoft.Json/DateTimeZoneHandling.cs41 /// Treat as a UTC. If the <see cref="DateTime"/> object represents a local time, it is converted to a UTC.COMMENT
LOWSrc/Newtonsoft.Json/JsonArrayAttribute.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/TraceLevel.cs21COMMENT
LOWSrc/Newtonsoft.Json/JsonReader.Async.cs1#region LicenseCOMMENT
LOWSrc/Newtonsoft.Json/JsonReader.Async.cs101 /// <summary>COMMENT
LOWSrc/Newtonsoft.Json/JsonReader.Async.cs161 /// Asynchronously reads the next JSON token from the source as a <see cref="Nullable{T}"/> of <see cref="DateTiCOMMENT
1188 more matches not shown…
Synthetic Comment Markers3 hits · 22 pts
SeverityFileLineSnippetContext
HIGH…ewtonsoft.Json.Tests/FileSystemEntityModel.Designer.cs5// This code was generated from a template.COMMENT
HIGH…soft.Json.Tests/LinqToSql/LinqToSqlClasses.designer.cs6// This code was generated by a tool.COMMENT
HIGH…oft.Json.Tests/TestObjects/SqlTypesDataSet.Designer.cs5// This code was generated by a tool.COMMENT
Fake / Example Data7 hits · 7 pts
SeverityFileLineSnippetContext
LOW…ocumentation/Samples/JsonPath/ErrorWhenNoMatchQuery.cs54 'Name': 'John Doe',CODE
LOW…ocumentation/Samples/JsonPath/ErrorWhenNoMatchQuery.cs57 'Name': 'Jane Doe',CODE
LOW….Tests/Serialization/JsonSerializerCollectionsTests.cs1831 PhoneNumber p1 = new PhoneNumber("555-1212");CODE
LOW….Tests/Serialization/JsonSerializerCollectionsTests.cs1843 ""phoneNumber"": ""555-1212""CODE
LOW….Tests/Serialization/JsonSerializerCollectionsTests.cs1857 Assert.AreEqual("555-1212", newName.pNumbers[0].phoneNumber);CODE
LOW…tonsoft.Json.Tests/Serialization/JsonSerializerTest.cs6005 person.Name = "John Doe";CODE
LOW…tonsoft.Json.Tests/Serialization/JsonSerializerTest.cs6386 var testObj = new PersonSerializable() { Name = "John Doe", Age = 28 };CODE
Slop Phrases1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUM.github/workflows/codeql.yml54 # If you are analyzing a compiled language, you can modify the 'build-mode' for that language to customize howCOMMENT