AI Slop Code Risk Monitor

Konloch/bytecode-viewer

SlopCodeMonitor badge for Konloch/bytecode-viewer Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

A Java 8+ Jar & Android APK Reverse Engineering Suite (Decompiler, Editor, Debugger & More)

1.5 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for Konloch/bytecode-viewer, a Java project with 15,700 GitHub stars. SynthScan examined 64,028 lines of code across 404 source files, recording 13 pattern matches distributed across 4 syntactic categories. The legacy adjusted pattern signal is 1.5 (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.

1.5
Adjusted Signal
1.5
Raw Pattern Score
100%
Time Factor
2026-10-30
Last Push
15.7K
Stars
Java
Language
64.0K
Lines of Code
404
Files
13
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 0.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1 finding(s).

Hallucinated Dependency & Supply Chain Risk 7.4/100 · LOW

Are imports declared and package/API names verified? 12 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

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

PR Review Velocity Impact 6.5/100 · LOW

Which changes need focused human review? 13 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 7HIGH 2MEDIUM 0LOW 4

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 13 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.

Hallucination Indicators7 hits · 85 pts
SeverityFileLineSnippetContext
CRITICAL…iewer/plugin/preinstalled/AllatoriStringDecrypter.java309 PluginManager.runPlugin(new the.bytecode.club.bytecodeviewer.plugin.preinstalled.AllatoriStringDecrypterCODE
CRITICAL…ecodeviewer/decompilers/impl/FernFlowerDecompiler.java154 org.jetbrains.java.decompiler.main.decompiler.ConsoleDecompiler.main(args);CODE
CRITICAL⚡…e/club/bytecodeviewer/gui/contextmenu/ContextMenu.java52 addContext(new the.bytecode.club.bytecodeviewer.gui.contextmenu.searchbox.Open());CODE
CRITICAL⚡…e/club/bytecodeviewer/gui/contextmenu/ContextMenu.java53 addContext(new the.bytecode.club.bytecodeviewer.gui.contextmenu.searchbox.QuickOpen());CODE
CRITICAL⚡…e/club/bytecodeviewer/gui/contextmenu/ContextMenu.java54 addContext(new the.bytecode.club.bytecodeviewer.gui.contextmenu.searchbox.QuickEdit());CODE
CRITICAL…club/bytecodeviewer/compilers/impl/SmaliAssembler.java70 com.googlecode.d2j.smali.SmaliCmd.main(tempSmaliFolder.getAbsolutePath(), "-o", tempDex.getAbsolutePath());CODE
CRITICAL…e/club/bytecodeviewer/compilers/impl/JavaCompiler.java147 return org.apache.commons.io.FileUtils.readFileToByteArray(classFile);CODE
Cross-Language Confusion (JS/TS)2 hits · 10 pts
SeverityFileLineSnippetContext
HIGHsrc/main/resources/templates/Template_Plugin.js21 print("Class Nodes: " + classNodeList.size());CODE
HIGHsrc/main/resources/templates/Template_Plugin.js36 print("Node: " + cn.name + ".class");CODE
Unused Imports3 hits · 3 pts
SeverityFileLineSnippetContext
LOWplugins/python/skeleton.py3CODE
LOWplugins/python/skeleton.py5CODE
LOWplugins/python/skeleton.py6CODE
Over-Commented Block1 hit · 1 pts
SeverityFileLineSnippetContext
LOW…n/java/the/bytecode/club/bytecodeviewer/Constants.java41 //until dragging and full right-click menu support is added this isCOMMENT