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AI Slop Code Risk Monitor

apache/grails-core

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

Grails - the Web Application Framework

3.5 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for apache/grails-core, a Groovy project with 2,941 GitHub stars. SynthScan examined 392,123 lines of code across 2967 source files, recording 394 pattern matches distributed across 9 syntactic categories. The legacy adjusted pattern signal is 3.5 (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.

3.5
Adjusted Signal
3.5
Raw Pattern Score
100%
Time Factor
2026-11-01
Last Push
2.9K
Stars
Groovy
Language
392.1K
Lines of Code
3.0K
Files
394
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 3.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 287 finding(s).

Hallucinated Dependency & Supply Chain Risk 12.6/100 · LOW

Are imports declared and package/API names verified? 96 finding(s).

Agent Over-Engineering Ratio 0.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 12 finding(s).

PR Review Velocity Impact 14.6/100 · LOW

Which changes need focused human review? 394 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 90HIGH 0MEDIUM 15LOW 289

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 394 distinct pattern matches across 9 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 Indicators90 hits · 1050 pts
SeverityFileLineSnippetContext
CRITICAL…glib/compiler/TagLibArtefactTypeAstTransformation.java154 org.grails.compiler.injection.GrailsASTUtils.warning(sourceUnit, field, message);CODE
CRITICAL…li/compiler/DependencyManagementBomTransformation.java171 request.setModelSource(new org.apache.maven.model.building.UrlModelSource(uri.toURL()));CODE
CRITICAL…li/compiler/DependencyManagementBomTransformation.java221 return new org.apache.maven.model.building.UrlModelSource(CODE
CRITICAL…/org/grails/orm/hibernate/ChildHibernateDatastore.java68 throw new org.grails.datastore.mapping.core.exceptions.ConfigurationException(CODE
CRITICAL…roovy/org/grails/orm/hibernate/HibernateDatastore.java266 this.bytecodeProvider = new org.grails.orm.hibernate.proxy.GrailsBytecodeProvider();CODE
CRITICAL…roovy/org/grails/orm/hibernate/HibernateDatastore.java464 this.bytecodeProvider = new org.grails.orm.hibernate.proxy.GrailsBytecodeProvider();CODE
CRITICAL…rnate/cfg/domainbinding/binder/GrailsDomainBinder.java148 new org.grails.orm.hibernate.cfg.domainbinding.util.ForeignKeyColumnCountCalculator(),CODE
CRITICAL…nate/connections/HibernateConnectionSourceFactory.java99 this(new org.grails.orm.hibernate.proxy.GrailsBytecodeProvider(), classes);CODE
CRITICAL…m/hibernate/multitenancy/MultiTenantEventListener.java54 return org.grails.datastore.gorm.multitenancy.MultiTenantEventListener.SUPPORTED_EVENTS.contains(eventType);CODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java219 new org.grails.datastore.mapping.engine.event.MergeEvent(this.datastore, entity);CODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java245 new org.grails.datastore.mapping.engine.event.PersistEvent(this.datastore, entity);CODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java334 new org.grails.datastore.mapping.engine.event.PreLoadEvent(this.datastore, hibernateEvent.getEntity());CODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java343 hibernateEvent, new org.grails.datastore.mapping.engine.event.PostLoadEvent(this.datastore, entity));CODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java364 grailsEvent = new org.grails.datastore.mapping.engine.event.PreInsertEvent(CODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java367 grailsEvent = new org.grails.datastore.mapping.engine.event.PreInsertEvent(this.datastore, entity);CODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java441 new org.grails.datastore.mapping.engine.event.PostInsertEvent(this.datastore, entity);CODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java457 grailsEvent = new org.grails.datastore.mapping.engine.event.PreUpdateEvent(CODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java460 grailsEvent = new org.grails.datastore.mapping.engine.event.PreUpdateEvent(this.datastore, entity);CODE
CRITICAL⚡…bernate/support/ClosureEventTriggeringInterceptor.java478 hibernateEvent, new org.grails.datastore.mapping.engine.event.PostUpdateEvent(this.datastore, entity));CODE
CRITICAL⚡…bernate/support/ClosureEventTriggeringInterceptor.java483 AbstractPersistenceEvent event = new org.grails.datastore.mapping.engine.event.PreDeleteEvent(CODE
CRITICAL⚡…bernate/support/ClosureEventTriggeringInterceptor.java492 new org.grails.datastore.mapping.engine.event.PostDeleteEvent(CODE
CRITICAL…rails/orm/hibernate/query/JpaProjectionTranslator.java155 return translate(org.grails.datastore.mapping.query.Projections.property(distinctPropertyProjection.getPropeCODE
CRITICAL…c/main/groovy/grails/orm/HibernateCriteriaBuilder.java236 new org.grails.orm.hibernate.query.HibernateAlias(associationPath, alias, JoinType.INNER));CODE
CRITICAL…c/main/groovy/grails/orm/HibernateCriteriaBuilder.java250 new org.grails.orm.hibernate.query.HibernateAlias(associationPath, alias, convertedJoinType));CODE
CRITICAL…c/main/groovy/grails/orm/HibernateCriteriaBuilder.java384 hibernateQuery.projections().add(new org.grails.orm.hibernate.query.Hibernate7CountProjection(getFullyQualifiedCCODE
CRITICAL…atastore/mapping/mongo/config/MongoMappingContext.java119 org.bson.types.Binary.class.getName(),CODE
CRITICAL…atastore/mapping/mongo/config/MongoMappingContext.java120 org.bson.types.ObjectId.class.getName(),CODE
CRITICAL…m/hibernate/multitenancy/MultiTenantEventListener.java51 return org.grails.datastore.gorm.multitenancy.MultiTenantEventListener.SUPPORTED_EVENTS.contains(eventType);CODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java88 org.grails.datastore.mapping.engine.event.SaveOrUpdateEvent grailsEvent = new org.grails.datastore.mapping.eCODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java106 org.grails.datastore.mapping.engine.event.PreLoadEvent grailsEvent = new org.grails.datastore.mapping.engine.eveCODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java114 publishEvent(hibernateEvent, new org.grails.datastore.mapping.engine.event.PostLoadEvent(CODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java126 grailsEvent = new org.grails.datastore.mapping.engine.event.PreInsertEvent(this.datastore, persistentEntity,CODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java129 grailsEvent = new org.grails.datastore.mapping.engine.event.PreInsertEvent(this.datastore, entity);CODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java190 org.grails.datastore.mapping.engine.event.PostInsertEvent grailsEvent = new org.grails.datastore.mapping.engine.CODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java205 grailsEvent = new org.grails.datastore.mapping.engine.event.PreUpdateEvent(this.datastore, persistentEntity,CODE
CRITICAL…bernate/support/ClosureEventTriggeringInterceptor.java208 grailsEvent = new org.grails.datastore.mapping.engine.event.PreUpdateEvent(this.datastore, entity);CODE
CRITICAL⚡…bernate/support/ClosureEventTriggeringInterceptor.java224 publishEvent(hibernateEvent, new org.grails.datastore.mapping.engine.event.PostUpdateEvent(CODE
CRITICAL⚡…bernate/support/ClosureEventTriggeringInterceptor.java229 AbstractPersistenceEvent event = new org.grails.datastore.mapping.engine.event.PreDeleteEvent(CODE
CRITICAL⚡…bernate/support/ClosureEventTriggeringInterceptor.java236 org.grails.datastore.mapping.engine.event.PostDeleteEvent grailsEvent = new org.grails.datastore.mapping.engine.CODE
CRITICAL⚡…grails/orm/hibernate/query/AbstractHibernateQuery.java771 return org.grails.datastore.mapping.query.Projections.distinct(normalizedPropertyName);CODE
CRITICAL⚡…grails/orm/hibernate/query/AbstractHibernateQuery.java774 return org.grails.datastore.mapping.query.Projections.countDistinct(normalizedPropertyName);CODE
CRITICAL⚡…grails/orm/hibernate/query/AbstractHibernateQuery.java777 return org.grails.datastore.mapping.query.Projections.groupProperty(normalizedPropertyName);CODE
CRITICAL⚡…grails/orm/hibernate/query/AbstractHibernateQuery.java780 return org.grails.datastore.mapping.query.Projections.sum(normalizedPropertyName);CODE
CRITICAL⚡…grails/orm/hibernate/query/AbstractHibernateQuery.java783 return org.grails.datastore.mapping.query.Projections.min(normalizedPropertyName);CODE
CRITICAL⚡…grails/orm/hibernate/query/AbstractHibernateQuery.java786 return org.grails.datastore.mapping.query.Projections.max(normalizedPropertyName);CODE
CRITICAL⚡…grails/orm/hibernate/query/AbstractHibernateQuery.java789 return org.grails.datastore.mapping.query.Projections.avg(normalizedPropertyName);CODE
CRITICAL⚡…grails/orm/hibernate/query/AbstractHibernateQuery.java791 return org.grails.datastore.mapping.query.Projections.property(normalizedPropertyName);CODE
CRITICAL…/hibernate/query/AbstractHibernateCriteriaBuilder.java1441 createAliasIfNeccessary(sortHead, sortHead, org.hibernate.sql.JoinType.INNER_JOIN.getJoinTypeValue());CODE
CRITICAL…/hibernate/query/AbstractHibernateCriteriaBuilder.java1821 int joinType = hasMoreThanOneArg ? (Integer) args[0] : org.hibernate.sql.JoinType.INNER_JOIN.getJoinTypeValuCODE
CRITICAL…/hibernate/query/AbstractHibernateCriteriaBuilder.java1872 joinType = org.hibernate.sql.JoinType.LEFT_OUTER_JOIN.getJoinTypeValue();CODE
CRITICAL…/hibernate/query/AbstractHibernateCriteriaBuilder.java1901 joinType = org.hibernate.sql.JoinType.LEFT_OUTER_JOIN.getJoinTypeValue(); // default to left joiCODE
CRITICAL⚡…/configuration/ConvertersConfigurationInitializer.java114 marshallers.add(new org.grails.web.converters.marshaller.json.ArrayMarshaller());CODE
CRITICAL⚡…/configuration/ConvertersConfigurationInitializer.java115 marshallers.add(new org.grails.web.converters.marshaller.json.ByteArrayMarshaller());CODE
CRITICAL⚡…/configuration/ConvertersConfigurationInitializer.java116 marshallers.add(new org.grails.web.converters.marshaller.json.CollectionMarshaller());CODE
CRITICAL⚡…/configuration/ConvertersConfigurationInitializer.java117 marshallers.add(new org.grails.web.converters.marshaller.json.MapMarshaller());CODE
CRITICAL⚡…/configuration/ConvertersConfigurationInitializer.java118 marshallers.add(new org.grails.web.converters.marshaller.json.SimpleEnumMarshaller());CODE
CRITICAL⚡…/configuration/ConvertersConfigurationInitializer.java128 marshallers.add(new org.grails.web.converters.marshaller.json.JavascriptDateMarshaller());CODE
CRITICAL⚡…/configuration/ConvertersConfigurationInitializer.java136 marshallers.add(new org.grails.web.converters.marshaller.json.DateMarshaller());CODE
CRITICAL⚡…/configuration/ConvertersConfigurationInitializer.java138 marshallers.add(new org.grails.web.converters.marshaller.json.CalendarMarshaller());CODE
CRITICAL⚡…/configuration/ConvertersConfigurationInitializer.java141 marshallers.add(new org.grails.web.converters.marshaller.json.InstantMarshaller());CODE
30 more matches not shown…
Over-Commented Block277 hits · 277 pts
SeverityFileLineSnippetContext
LOW.asf.yaml1#COMMENT
LOWcodecov.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWthreat-model.yaml1# SPDX-License-Identifier: Apache-2.0COMMENT
LOWgrails-doc/src/en/guide/links.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWgrails-doc/src/en/guide/toc.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWgrails-profiles/web/profile.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…/skeleton/grails-app/assets/javascripts/application.js1// This is a manifest file that'll be compiled into application.js.COMMENT
LOWgrails-profiles/plugin/profile.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWgrails-profiles/web-plugin/profile.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWgrails-profiles/profile/profile.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWgrails-profiles/rest-api-plugin/profile.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWgrails-profiles/base/profile.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWgrails-profiles/rest-api/profile.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…rails/plugins/sitemesh3/GrailsSiteMeshViewContext.java81COMMENT
LOW…/src/main/groovy/org/grails/taglib/TagBodyClosure.java81 }COMMENT
LOW…rails/gsp/taglib/compiler/CompiledTagCallRewriter.java201 public Expression transform(Expression expression) {COMMENT
LOW…t-examples/datasources/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…mples/openapi-rest-api/grails-app/conf/application.yml1#COMMENT
LOW…eo4j/test-data-service/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…mples/neo4j/hibernate5/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…st-examples/neo4j/base/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…s/neo4j/spring-boot/src/main/resources/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…les/gsp-compile-static/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…t-examples/test-phases/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…amples/issue-views-182/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…ils-test-examples/gorm/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…t-examples/issue-10279/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…ples/context-hierarchy/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…ls-test-examples/cache/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…les/welcome-page-jetty/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…/context-hierarchy-cli/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…st-examples/hyphenated/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…mples/database-cleanup/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…gebconfig/grails-app/assets/javascripts/application.js21//COMMENT
LOW…examples/geb-gebconfig/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…views-functional-tests/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…ls-test-examples/redis/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…t-examples/scaffolding/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…les/plugins/issue11005/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…-examples/plugins/loadfirst/grails-app/conf/plugin.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…ples/plugins/loadfirst/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…examples/plugins/loadsecond/grails-app/conf/plugin.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…les/plugins/loadsecond/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…mples/plugins/exploded/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…-examples/plugins/loadafter/grails-app/conf/plugin.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…ples/plugins/loadafter/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…les/jetty/grails-app/assets/javascripts/application.js1// Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…ls-test-examples/jetty/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…ils-test-examples/mail/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…unctional-tests-plugin/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…ils-test-examples/app5/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…ils-test-examples/app2/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…examples/config-report/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…-test-examples/latency/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…hibernate7/datasources/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…hibernate-groovy-proxy/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…amples/hibernate7/gorm/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…ring-boot-hibernate/src/main/resources/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…e7/grails-data-service/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…nate7/database-cleanup/grails-app/conf/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
217 more matches not shown…
Decorative Section Separators11 hits · 33 pts
SeverityFileLineSnippetContext
MEDIUM…grails/orm/hibernate/query/HibernateQueryArgument.java38 // ── pagination & execution ────────────────────────────────────────────────COMMENT
MEDIUM…grails/orm/hibernate/query/HibernateQueryArgument.java49 // ── sorting ───────────────────────────────────────────────────────────────COMMENT
MEDIUM…grails/orm/hibernate/query/HibernateQueryArgument.java58 // ── HQL keywords ──────────────────────────────────────────────────────────COMMENT
MEDIUM…grails/orm/hibernate/query/HibernateQueryArgument.java106 // ── Hibernate config properties ───────────────────────────────────────────COMMENT
MEDIUM…y/org/grails/orm/hibernate/query/HqlQueryDelegate.java42 // ── common ────────────────────────────────────────────────────────────────COMMENT
MEDIUM…y/org/grails/orm/hibernate/query/HqlQueryDelegate.java58 // ── select-only (no-ops for mutation queries) ─────────────────────────────COMMENT
MEDIUM…y/org/grails/orm/hibernate/query/HqlQueryDelegate.java78 // ── execution ─────────────────────────────────────────────────────────────COMMENT
MEDIUM…vy/org/grails/orm/hibernate/query/HqlQueryContext.java81 // ─── Factory ─────────────────────────────────────────────────────────────COMMENT
MEDIUM…vy/org/grails/orm/hibernate/query/HqlQueryContext.java134 // ─── Backwards Compatibility Accessors ────────────────────────────────────COMMENT
MEDIUM…vy/org/grails/orm/hibernate/query/HqlQueryContext.java168 // ─── HQL resolution delegation ───────────────────────────────────────────COMMENT
MEDIUM…vy/org/grails/orm/hibernate/query/HqlQueryContext.java195 // ─── Projection analysis delegation ──────────────────────────────────────COMMENT
Self-Referential Comments3 hits · 9 pts
SeverityFileLineSnippetContext
MEDIUMthreat-model.yaml17# This file is a derived index for automated and AI-assisted triage tooling.COMMENT
MEDIUMetc/bin/verify-jar-artifacts.sh69# Create a temporary directory to work inCOMMENT
MEDIUM…-analytics-postgres/src/main/resources/application.yml3 # Define the following for local developmentCOMMENT
Structural Annotation Overuse4 hits · 6 pts
SeverityFileLineSnippetContext
LOWRELEASE.md557## Step 1: Ensuring we are reproducibleCOMMENT
LOWRELEASE.md609## Step 2: Obtaining Secrets for GitHub ActionsCOMMENT
LOWRELEASE.md661## Step 3: Workflow SetupCOMMENT
LOWRELEASE.md687## Step 4 - Next StepsCOMMENT
Fake / Example Data6 hits · 5 pts
SeverityFileLineSnippetContext
LOW…/web/skeleton/grails-app/assets/javascripts/welcome.js186 const idle = input.getAttribute('placeholder') || '';CODE
LOW…rnate/database/connection/HibernateConnectionTest.java40 assertEquals("John Doe", conn.getProperties().getProperty("name", null));CODE
LOW…rnate/database/connection/HibernateConnectionTest.java58 assertEquals("John Doe", conn.getProperties().getProperty("name", null));CODE
LOW.agents/skills/groovy-developer/SKILL.md272 .to("user@example.com")STRING
LOW.claude/skills/groovy-developer/SKILL.md272 .to("user@example.com")STRING
LOW…-core/src/main/resources/assets/javascripts/welcome.js186 const idle = input.getAttribute('placeholder') || '';CODE
AI Slop Vocabulary1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUM…est/resources/liquibase/harness/diff/diffDatabases.yml1# note database names should match with ones provided in harness-config.ymlCOMMENT
Example Usage Blocks1 hit · 2 pts
SeverityFileLineSnippetContext
LOWetc/bin/rename_gradle_artifacts.sh26# Usage:COMMENT
Hyper-Verbose Identifiers1 hit · 1 pts
SeverityFileLineSnippetContext
LOW…ails/web/servlet/mvc/AbstractTokenResponseHandler.java31public abstract class AbstractTokenResponseHandler implements TokenResponseHandler {CODE