AI Slop Code Risk Monitor

windirstat/windirstat

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

Windows disk usage analyzer and cleanup tool with interactive treemaps, large-file discovery, duplicate detection, and file-system monitoring.

1.3 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for windirstat/windirstat, a C++ project with 4,448 GitHub stars. SynthScan examined 64,380 lines of code across 209 source files, recording 76 pattern matches distributed across 2 syntactic categories. The legacy adjusted pattern signal is 1.3 (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.

1.3
Adjusted Signal
1.3
Raw Pattern Score
100%
Time Factor
2026-10-31
Last Push
4.4K
Stars
C++
Language
64.4K
Lines of Code
209
Files
76
Pattern Hits
2026-10-31
Scan Date
0.00
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 5.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 70 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 1.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 6 finding(s).

PR Review Velocity Impact 6.6/100 · LOW

Which changes need focused human review? 76 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 6LOW 70

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 76 distinct pattern matches across 2 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 Block70 hits · 68 pts
SeverityFileLineSnippetContext
LOWwindirstat/HelpersInterface.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/SmartPointer.h1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/LegacyOsCompat.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/pch.h1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/pch.h21#include <VersionHelpers.h>COMMENT
LOWwindirstat/pch.h41#include <shlobj.h>COMMENT
LOWwindirstat/pch.h61#include <chrono>COMMENT
LOWwindirstat/pch.h81#include <iostream>COMMENT
LOWwindirstat/pch.h101#include <tuple>COMMENT
LOWwindirstat/pch.h121#pragma comment(lib, "shlwapi.lib")COMMENT
LOWwindirstat/pch.h141#include "WinDirStat.h"COMMENT
LOWwindirstat/UiFramework.h1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/Version.h1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/Version.h21#ifndef PRODUCTIONCOMMENT
LOWwindirstat/RecoveryShared.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/FinderRemote.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/UiTypes.h1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/MainFrame.Commands.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/MainFrame.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/Item.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/WinDirStatModel.Actions.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/HelpersTasks.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/pch.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/WinDirStatModel.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/resource.h1//{{NO_DEPENDENCIES}}COMMENT
LOWwindirstat/resource.h21#define IDR_MAINFRAME 116COMMENT
LOWwindirstat/resource.h41#define IDC_COLORBUTTON2 1012COMMENT
LOWwindirstat/resource.h61#define IDC_EXCLUDE_DROPBOX_IGNORED 1032COMMENT
LOWwindirstat/resource.h81#define IDC_FILTER_BUTTON 1052COMMENT
LOWwindirstat/resource.h101#define IDC_PERMS_ACCOUNT0 1072COMMENT
LOWwindirstat/resource.h121#define IDC_PROMPT_DISABLE_HIBERNATE 1092COMMENT
LOWwindirstat/resource.h141#define IDC_RECOVERY_STOP 1112COMMENT
LOWwindirstat/resource.h161#define IDC_SEARCH_SIZE_MIN 1132COMMENT
LOWwindirstat/resource.h181#define IDC_TAB 1152COMMENT
LOWwindirstat/resource.h201#define IDC_WORKSFORDIRECTORIES 1172COMMENT
LOWwindirstat/resource.h221#define IDC_REMOTE_EDIT 1196COMMENT
LOWwindirstat/resource.h241#define ID_CLEANUP_MOVE_TO 32781COMMENT
LOWwindirstat/resource.h261#define ID_COMPUTE_HASH 32801COMMENT
LOWwindirstat/resource.h281#define ID_SCAN_SUSPEND 32821COMMENT
LOWwindirstat/resource.h301#define ID_TOOLS_CHKDSK_DRIVE_S 32841COMMENT
LOWwindirstat/resource.h321#define ID_TOOLS_DEFRAG_DRIVE_M 32861COMMENT
LOWwindirstat/resource.h341#define ID_TOOLS_SHADOW_COPY_DRIVE_D 32881COMMENT
LOWwindirstat/resource.h361#define ID_TOOLS_SHADOW_COPY_DRIVE_X 32901COMMENT
LOWwindirstat/resource.h381#define ID_USERDEFINEDCLEANUP6 32921COMMENT
LOWwindirstat/resource.h401#define ID_VIEW_GROUP_TYPES 32941COMMENT
LOWwindirstat/resource.h421#define ID_VIEW_WINDOW_LAYOUT 32961COMMENT
LOWwindirstat/resource.h441//COMMENT
LOWwindirstat/LayoutPopup.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/WinDirStat.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/Controls/TreeMap.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/Controls/TreeMap.h1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/Controls/ColorButton.h1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/Controls/HilbertMooreTreeMap.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/Controls/HilbertMooreTreeMap.cpp21// of this software and associated documentation files (the "Software"), to dealCOMMENT
LOWwindirstat/Controls/FlameGraph.h1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/Controls/IconHandler.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/Controls/ExtensionListControl.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/Dialogs/MessageBoxDlg.h1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/Dialogs/SelectDrivesDlg.cpp1// WinDirStat - Windows Directory StatisticsCOMMENT
LOWwindirstat/Dialogs/SelectDrivesDlg.h1// WinDirStat - Windows Directory StatisticsCOMMENT
10 more matches not shown…
Decorative Section Separators6 hits · 18 pts
SeverityFileLineSnippetContext
MEDIUMwindirstat/CsvLoader.cpp186// ── shared item-construction helper ─────────────────────────────────────────COMMENT
MEDIUMwindirstat/CsvLoader.cpp415// ── JSON load ─────────────────────────────────────────────────────────────────COMMENT
MEDIUMwindirstat/CsvLoader.cpp599// ── JSON save ─────────────────────────────────────────────────────────────────COMMENT
MEDIUMwindirstat/CsvLoader.cpp739// ── JSON dupe save ─────────────────────────────────────────────────────────────COMMENT
MEDIUMwindirstat/CsvLoader.cpp762// ── public dispatcher ─────────────────────────────────────────────────────────COMMENT
MEDIUMwindirstat/CsvLoader.cpp787// ── permissions save ──────────────────────────────────────────────────────────COMMENT