Home / JodaOrg / joda-time
AI Slop Code Risk Monitor

JodaOrg/joda-time

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

Joda-Time is the widely used replacement for the Java date and time classes prior to Java SE 8.

1.1 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for JodaOrg/joda-time, a Java project with 4,978 GitHub stars. SynthScan examined 161,222 lines of code across 423 source files, recording 81 pattern matches distributed across 3 syntactic categories. The legacy adjusted pattern signal is 1.1 (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.

1.1
Adjusted Signal
1.1
Raw Pattern Score
100%
Time Factor
2026-10-28
Last Push
5.0K
Stars
Java
Language
161.2K
Lines of Code
423
Files
81
Pattern Hits
2026-10-31
Scan Date
0.01
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 2.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 71 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.8/100 · LOW

Are imports declared and package/API names verified? 6 finding(s).

Agent Over-Engineering Ratio 0.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 4 finding(s).

PR Review Velocity Impact 4.3/100 · LOW

Which changes need focused human review? 81 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 6HIGH 0MEDIUM 4LOW 71

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 81 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 Indicators6 hits · 90 pts
SeverityFileLineSnippetContext
CRITICAL⚡src/test/java/org/joda/time/TestAllPackages.java37 suite.addTest(org.joda.time.chrono.TestAll.suite());CODE
CRITICAL⚡src/test/java/org/joda/time/TestAllPackages.java38 suite.addTest(org.joda.time.chrono.gj.TestAll.suite());CODE
CRITICAL⚡src/test/java/org/joda/time/TestAllPackages.java39 suite.addTest(org.joda.time.convert.TestAll.suite());CODE
CRITICAL⚡src/test/java/org/joda/time/TestAllPackages.java40 suite.addTest(org.joda.time.field.TestAll.suite());CODE
CRITICAL⚡src/test/java/org/joda/time/TestAllPackages.java41 suite.addTest(org.joda.time.format.TestAll.suite());CODE
CRITICAL⚡src/test/java/org/joda/time/TestAllPackages.java42 suite.addTest(org.joda.time.tz.TestAll.suite());CODE
Over-Commented Block71 hits · 71 pts
SeverityFileLineSnippetContext
LOWsrc/test/java/org/joda/time/TestDateTimeZone.java81 365 + 365 + 366 + 365 + 365 + 365 + 366 + 365 + 365 + 365 +COMMENT
LOWsrc/test/java/org/joda/time/TestDateTimeZone.java981// assertEquals(false, zone.isLocalDateTimeOverlap(new LocalDateTime(2007, 10, 28, 3, 0)));COMMENT
LOW…c/test/java/org/joda/time/TestDateTime_Properties.java821 assertEquals(true, test1.dayOfYear().compareTo(dt1) == 0);COMMENT
LOWsrc/test/java/org/joda/time/TestTimeOfDay_Basics.java641 expected = expected.minuteOfHour().setCopy(20);COMMENT
LOWsrc/test/java/org/joda/time/TestTimeOfDay_Basics.java661//COMMENT
LOWsrc/test/java/org/joda/time/TestTimeOfDay_Basics.java681// * <p>COMMENT
LOWsrc/test/java/org/joda/time/TestTimeOfDay_Basics.java701// * in the calculation. This can be significant when mixing chronologies.COMMENT
LOWsrc/test/java/org/joda/time/TestTimeOfDay_Basics.java721// DateTime dt = new DateTime(chrono);COMMENT
LOWsrc/test/java/org/joda/time/TestTimeOfDay_Basics.java741// assertEquals(expected, test);COMMENT
LOWsrc/test/java/org/joda/time/TestTimeOfDay_Basics.java761// COMMENT
LOWsrc/test/java/org/joda/time/TestTimeOfDay_Basics.java781// expected = expected.secondOfMinute().setCopy(30);COMMENT
LOW…test/java/org/joda/time/TestBaseSingleFieldPeriod.java241 assertEquals(true, test2.compareTo(test2) == 0);COMMENT
LOW…test/java/org/joda/time/TestBaseSingleFieldPeriod.java281// Period test = new Period(123L);COMMENT
LOWsrc/test/java/org/joda/time/TestPartial_Properties.java121// check(copy, 10, 20, 30, 40);COMMENT
LOWsrc/test/java/org/joda/time/TestPartial_Properties.java261 assertEquals(0, test.property(DateTimeFieldType.minuteOfHour()).getMinimumValue());COMMENT
LOWsrc/test/java/org/joda/time/TestPartial_Properties.java281// COMMENT
LOW…/test/java/org/joda/time/TestMutablePeriod_Basics.java181// long expected = TEST_TIME_NOW;COMMENT
LOW…/test/java/org/joda/time/TestMutablePeriod_Basics.java201// expected = ISOChronology.getInstance().days().add(expected, -8);COMMENT
LOW…/test/java/org/joda/time/TestMutablePeriod_Basics.java221// MutablePeriod test = new MutablePeriod(100L);COMMENT
LOW…/test/java/org/joda/time/TestMutablePeriod_Basics.java241// }COMMENT
LOW…/test/java/org/joda/time/TestMutablePeriod_Basics.java261// expected = ISOChronology.getInstance().years().add(expected, -2);COMMENT
LOW…/test/java/org/joda/time/TestMutablePeriod_Basics.java281// expected = ISOChronology.getInstance().days().add(expected, 4);COMMENT
LOW…/test/java/org/joda/time/TestMutablePeriod_Basics.java301// expected = ISOChronology.getInstance().seconds().add(expected, -14);COMMENT
LOW…/test/java/org/joda/time/TestMutablePeriod_Basics.java321// MutablePeriod test = new MutablePeriod(1, 2, 3, 4, 5, 6, 7, 8, PeriodType.standard());COMMENT
LOW…/test/java/org/joda/time/TestMutablePeriod_Basics.java341// assertEquals(ISOChronology.getInstance(PARIS), added.getChronology());COMMENT
LOW…/test/java/org/joda/time/TestMutablePeriod_Basics.java361// //-----------------------------------------------------------------------COMMENT
LOW…/test/java/org/joda/time/TestMutablePeriod_Basics.java381// expected = ISOChronology.getInstance().years().add(expected, -2);COMMENT
LOWsrc/test/java/org/joda/time/TestPeriod_Basics.java241 ois.close();COMMENT
LOWsrc/test/java/org/joda/time/TestPeriod_Basics.java261// }COMMENT
LOWsrc/test/java/org/joda/time/TestPeriod_Basics.java281// Period test = new Period(1, 2, 3, 4, 5, 6, 7, 8);COMMENT
LOWsrc/test/java/org/joda/time/TestPeriod_Basics.java301// expected = ISOChronology.getInstance().minutes().add(expected, 6);COMMENT
LOWsrc/test/java/org/joda/time/TestPeriod_Basics.java321// Period test = new Period(1, 2, 3, 4, 5, 6, 7, 8, PeriodType.standard());COMMENT
LOWsrc/test/java/org/joda/time/TestPeriod_Basics.java341// COMMENT
LOWsrc/test/java/org/joda/time/TestPeriod_Basics.java361// long expected = TEST_TIME_NOW;COMMENT
LOWsrc/test/java/org/joda/time/TestPeriod_Basics.java381// expected = ISOChronology.getInstanceUTC().weeks().add(expected, -6);COMMENT
LOWsrc/test/java/org/joda/time/TestPeriod_Basics.java401// expected = ISOChronology.getInstance(PARIS).minutes().add(expected, -12);COMMENT
LOWsrc/test/java/org/joda/time/TestPeriod_Basics.java421// COMMENT
LOWsrc/test/java/org/joda/time/TestPeriod_Basics.java441// MutableDateTime mdt = new MutableDateTime();COMMENT
LOW…test/java/org/joda/time/TestMutablePeriod_Updates.java821 assertEquals(0, test.getMonths());COMMENT
LOW…test/java/org/joda/time/TestMutablePeriod_Updates.java841// assertEquals(5, test.getHours());COMMENT
LOW…test/java/org/joda/time/TestMutablePeriod_Updates.java861// assertEquals(8, test.getMillis());COMMENT
LOW…test/java/org/joda/time/TestMutablePeriod_Updates.java881// }COMMENT
LOW…test/java/org/joda/time/TestMutablePeriod_Updates.java901//COMMENT
LOW…test/java/org/joda/time/TestMutablePeriod_Updates.java921// public void testSetPeriod_long_NoDays() {COMMENT
LOW…test/java/org/joda/time/TestMutablePeriod_Updates.java941// long ms =COMMENT
LOW…test/java/org/joda/time/TestMutablePeriod_Updates.java961// (4L + (3L * 7L) + (2L * 30L) + 365L) * DateTimeConstants.MILLIS_PER_DAY +COMMENT
LOW…test/java/org/joda/time/TestMutablePeriod_Updates.java981// 5L * DateTimeConstants.MILLIS_PER_HOUR +COMMENT
LOW…test/java/org/joda/time/TestMutablePeriod_Updates.java1001// 6L * DateTimeConstants.MILLIS_PER_MINUTE +COMMENT
LOW…java/org/joda/time/TestMutableDateTime_Properties.java381 public void testPropertySetTextDayOfYear() {COMMENT
LOWsrc/test/java/org/joda/time/TestSerialization.java301 } else {COMMENT
LOWsrc/test/java/org/joda/time/TestSerialization.java341// }COMMENT
LOWsrc/test/java/org/joda/time/TestSerialization.java361// }COMMENT
LOWsrc/test/java/org/joda/time/TestSerialization.java381// }COMMENT
LOWsrc/test/java/org/joda/time/TestSerialization.java401// }COMMENT
LOWsrc/test/java/org/joda/time/TestSerialization.java421// }COMMENT
LOWsrc/test/java/org/joda/time/TestSerialization.java441// store(test, "BuddhistChronology.dat");COMMENT
LOWsrc/test/java/org/joda/time/TestSerialization.java461// public void testStoreSerializedDurationFieldType() throws Exception {COMMENT
LOWsrc/test/java/org/joda/time/TestSerialization.java481 // format changed (properly defined) in v1.1COMMENT
LOWsrc/test/java/org/joda/time/TestSerialization.java501COMMENT
LOW…t/java/org/joda/time/format/TestISODateTimeFormat.java181 assertEquals("2004-06-09T11:20:30.040+01:00", ISODateTimeFormat.dateTime().print(dt));COMMENT
11 more matches not shown…
Decorative Section Separators4 hits · 12 pts
SeverityFileLineSnippetContext
MEDIUM.github/workflows/release.yml47 #------------------------------------------------------------------------COMMENT
MEDIUM.github/workflows/tzdbupdate.yml51 #------------------------------------------------------------------------COMMENT
MEDIUM.github/workflows/website.yml47 #------------------------------------------------------------------------COMMENT
MEDIUM.github/workflows/build.yml46 #------------------------------------------------------------------------COMMENT