AI Slop Code Risk Monitor

DenverCoder1/github-readme-streak-stats

SlopCodeMonitor badge for DenverCoder1/github-readme-streak-stats Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

🔥 Stay motivated and show off your contribution streak! 🌟 Display your total contributions, current streak, and longest streak on your GitHub profile README

4.2 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for DenverCoder1/github-readme-streak-stats, a PHP project with 7,185 GitHub stars. SynthScan examined 9,741 lines of code across 54 source files, recording 36 pattern matches distributed across 2 syntactic categories. The legacy adjusted pattern signal is 4.2 (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.

4.2
Adjusted Signal
4.2
Raw Pattern Score
100%
Time Factor
2026-10-29
Last Push
7.2K
Stars
PHP
Language
9.7K
Lines of Code
54
Files
36
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 19.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 36 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 14.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 29 finding(s).

PR Review Velocity Impact 16.9/100 · LOW

Which changes need focused human review? 36 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 36

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 36 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.

Hyper-Verbose Identifiers29 hits · 30 pts
SeverityFileLineSnippetContext
LOWtests/CacheTest.php26 public function testCacheKeyDifferentInputs(): voidCODE
LOWtests/CacheTest.php56 public function testCacheKeyOptionOrdering(): voidCODE
LOWtests/CacheTest.php109 public function testGetCachedStatsNotFound(): voidCODE
LOWtests/CacheTest.php118 public function testSetCachedStatsWithEmptyStats(): voidCODE
LOWtests/CacheTest.php150 public function testClearUserCacheNonExistent(): voidCODE
LOWtests/TranslationsTest.php48 public function testLocalesSortedAlphabetically(): voidCODE
LOWtests/OptionsTest.php50 public function testThemesInDocumentation(): voidCODE
LOWtests/OptionsTest.php66 public function testFallbackToDefaultTheme(): voidCODE
LOWtests/OptionsTest.php81 public function testThemesHaveValidParameters(): voidCODE
LOWtests/OptionsTest.php127 public function testColorOverrideParameters(): voidCODE
LOW⚡tests/OptionsTest.php223 public function testDateFormatDifferentYear(): voidCODE
LOW⚡tests/OptionsTest.php232 public function testDateFormatNoBracketsDiffYear(): voidCODE
LOW⚡tests/OptionsTest.php241 public function testDateFormatNoBracketsSameYear(): voidCODE
LOWtests/OptionsTest.php262 public function testAllThemeNamesNormalized(): voidCODE
LOWtests/RenderTest.php99 public function testLocaleRenderDateFormat(): voidCODE
LOWtests/RenderTest.php133 public function testBorderRadiusCannotInjectMarkup(): voidCODE
LOWtests/RenderTest.php153 public function testErrorMessageCannotInjectMarkup(): voidCODE
LOWtests/RenderTest.php166 public function testExcludedDaysCannotInjectMarkup(): voidCODE
LOWtests/RenderTest.php178 public function testRequestOptionsCannotInjectMarkup(): voidCODE
LOWtests/RenderTest.php360 public function testFirstAndThirdColumnsSwappedWhenDirectionIsRtl(): voidCODE
LOWtests/StatsTest.php99 public function testValidUsernameWithWhitelist(): voidCODE
LOWtests/StatsTest.php114 public function testNotWhitelistedUsername(): voidCODE
LOWtests/StatsTest.php326 public function testContributionDatesWithTimezone(): voidCODE
LOWtests/StatsTest.php409 public function testWeeklyStatsMissingWeek(): voidCODE
LOWtests/StatsTest.php453 public function testWeeklyStatsMissingThisWeek(): voidCODE
LOWtests/StatsTest.php522 public function testExcludeDaysNoContributionBeforeWeekend(): voidCODE
LOWsrc/stats.php14function buildContributionGraphQuery(string $user, int $year): stringCODE
LOWsrc/stats.php43function executeContributionGraphRequests(string $user, array $years): arrayCODE
LOWsrc/stats.php420function getWeeklyContributionStats(array $contributions): arrayCODE
Structural Annotation Overuse7 hits · 10 pts
SeverityFileLineSnippetContext
LOWCONTRIBUTING.md105### Step 0 : Find an issueCOMMENT
LOWCONTRIBUTING.md111### Step 1 : Fork the ProjectCOMMENT
LOWCONTRIBUTING.md132### Step 2 : BranchCOMMENT
LOWCONTRIBUTING.md141### Step 3 : Work on the issue assignedCOMMENT
LOWCONTRIBUTING.md155### Step 4 : CommitCOMMENT
LOWCONTRIBUTING.md164### Step 5 : Work RemotelyCOMMENT
LOWCONTRIBUTING.md178### Step 6 : Pull RequestCOMMENT