AI Slop Code Risk Monitor

termux/termux-app

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

Termux - a terminal emulator application for Android OS extendible by variety of packages.

2.1 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for termux/termux-app, a Java project with 63,800 GitHub stars. SynthScan examined 51,419 lines of code across 296 source files, recording 22 pattern matches distributed across 3 syntactic categories. The legacy adjusted pattern signal is 2.1 (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.

2.1
Adjusted Signal
2.1
Raw Pattern Score
100%
Time Factor
2026-09-26
Last Push
63.8K
Stars
Java
Language
51.4K
Lines of Code
296
Files
22
Pattern Hits
2026-10-31
Scan Date
0.03
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 1.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 14 finding(s).

Hallucinated Dependency & Supply Chain Risk 8.8/100 · LOW

Are imports declared and package/API names verified? 8 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

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

PR Review Velocity Impact 8.7/100 · LOW

Which changes need focused human review? 22 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 8HIGH 0MEDIUM 0LOW 14

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 22 distinct pattern matches across 3 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 Indicators8 hits · 95 pts
SeverityFileLineSnippetContext
CRITICAL…ed/src/main/java/com/termux/shared/file/FileUtils.java1147 org.apache.commons.io.FileUtils.copyDirectory(srcFile, destFile, true);CODE
CRITICAL…ed/src/main/java/com/termux/shared/file/FileUtils.java1163 org.apache.commons.io.FileUtils.copyFile(srcFile, destFile, true);CODE
CRITICAL⚡…ed/src/main/java/com/termux/shared/file/FileUtils.java1339 com.google.common.io.MoreFiles.deleteRecursively(file.toPath(), RecursiveDeleteOption.ALLOW_INSECURE);CODE
CRITICAL⚡…ed/src/main/java/com/termux/shared/file/FileUtils.java1344 org.apache.commons.io.FileUtils.deleteDirectory(file);CODE
CRITICAL⚡…ed/src/main/java/com/termux/shared/file/FileUtils.java1347 org.apache.commons.io.FileUtils.forceDelete(file);CODE
CRITICAL…ed/src/main/java/com/termux/shared/file/FileUtils.java1413 com.google.common.io.MoreFiles.deleteDirectoryContents(file.toPath(), RecursiveDeleteOption.ALLOW_INCODE
CRITICAL…ed/src/main/java/com/termux/shared/file/FileUtils.java1416 org.apache.commons.io.FileUtils.cleanDirectory(new File(filePath));CODE
CRITICAL…ed/src/main/java/com/termux/shared/file/FileUtils.java1492 org.apache.commons.io.FileUtils.iterateFiles(file, new AgeFileFilter(calendar.getTime()), dirFilter);CODE
Over-Commented Block13 hits · 13 pts
SeverityFileLineSnippetContext
LOW…in/java/com/termux/shared/shell/ArgumentTokenizer.java121// argList.add(currArg.toString());COMMENT
LOWtermux-shared/src/main/cpp/local-socket.cpp1#include <cstdio>COMMENT
LOW…l-view/src/main/java/com/termux/view/TerminalView.java321 // W/InputAttributes: Unexpected input class: inputType=0x00080090 imeOptions=0x02000000COMMENT
LOW…/src/test/java/com/termux/terminal/KeyHandlerTest.java61 // K3=Upper right of keypad (xterm sends "<ESC>[5~" = Page Up).COMMENT
LOW…src/test/java/com/termux/terminal/TerminalRowTest.java381 for (int point : points) {COMMENT
LOW…rc/main/java/com/termux/terminal/TerminalEmulator.java1141 /**COMMENT
LOW…rc/main/java/com/termux/terminal/TerminalEmulator.java1181 } else if (dcs.startsWith("+q")) {COMMENT
LOW…rc/main/java/com/termux/terminal/TerminalEmulator.java1201 // k1=F1 function keyCOMMENT
LOW…rc/main/java/com/termux/terminal/TerminalEmulator.java1621 // Raster pixel aspect ratio is not supported currently.COMMENT
LOW…rc/main/java/com/termux/terminal/TerminalEmulator.java1901 mSession.write("\033[>41;320;0c");COMMENT
LOW…rc/main/java/com/termux/terminal/TerminalEmulator.java1921COMMENT
LOW…rc/main/java/com/termux/terminal/TerminalEmulator.java1941 // If modifyFunctionKeys is zero, xterm uses Control- and Shift-modifiers to allow the user to constructCOMMENT
LOWterminal-emulator/src/main/jni/termux.c1#include <dirent.h>COMMENT
Redundant / Tautological Comments1 hit · 2 pts
SeverityFileLineSnippetContext
LOW.github/workflows/debug_build.yml43 # Set RELEASE_VERSION_NAME to "<CURRENT_VERSION_NAME>+<last_commit_hash>"COMMENT