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AI Slop Code Risk Monitor

apache/shardingsphere

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

Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.

2.1 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for apache/shardingsphere, a Java project with 20,816 GitHub stars. SynthScan examined 1,352,291 lines of code across 15489 source files, recording 1853 pattern matches distributed across 14 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
2026-10-31
Last Push
20.8K
Stars
Java
Language
1.4M
Lines of Code
15.5K
Files
1.9K
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 5.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1609 finding(s).

Hallucinated Dependency & Supply Chain Risk 4.6/100 · LOW

Are imports declared and package/API names verified? 228 finding(s).

Agent Over-Engineering Ratio 1.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 384 finding(s).

PR Review Velocity Impact 9.3/100 · LOW

Which changes need focused human review? 1853 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 81HIGH 1MEDIUM 20LOW 1751

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 1853 distinct pattern matches across 14 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 Block1188 hits · 1186 pts
SeverityFileLineSnippetContext
LOW.asf.yaml1#COMMENT
LOW.codecov.yml1#COMMENT
LOW.licenserc.yaml1#COMMENT
LOW…/schema/common/shardingsphere/cluster_information.yaml1#COMMENT
LOW…ostgresql/information_schema/data_type_privileges.yaml1#COMMENT
LOW…information_schema/check_constraint_routine_usage.yaml1#COMMENT
LOW…gresql/information_schema/referential_constraints.yaml1#COMMENT
LOW…postgresql/information_schema/role_routine_grants.yaml1#COMMENT
LOW…s/schema/postgresql/information_schema/parameters.yaml1#COMMENT
LOW…/postgresql/information_schema/role_column_grants.yaml1#COMMENT
LOW…/postgresql/information_schema/view_routine_usage.yaml1#COMMENT
LOW…/postgresql/information_schema/domain_constraints.yaml1#COMMENT
LOW…ma/postgresql/information_schema/domain_udt_usage.yaml1#COMMENT
LOW…ources/schema/postgresql/information_schema/views.yaml1#COMMENT
LOW…/postgresql/information_schema/routine_privileges.yaml1#COMMENT
LOW…tgresql/information_schema/constraint_table_usage.yaml1#COMMENT
LOW…chema/postgresql/information_schema/user_mappings.yaml1#COMMENT
LOW…ma/postgresql/information_schema/view_table_usage.yaml1#COMMENT
LOW…a/postgresql/information_schema/_pg_user_mappings.yaml1#COMMENT
LOW…chema/postgresql/information_schema/element_types.yaml1#COMMENT
LOW…hema/postgresql/information_schema/character_sets.yaml1#COMMENT
LOW…gresql/information_schema/sql_implementation_info.yaml1#COMMENT
LOW…ma/postgresql/information_schema/table_privileges.yaml1#COMMENT
LOW…es/schema/postgresql/information_schema/sequences.yaml1#COMMENT
LOW…stgresql/information_schema/foreign_table_options.yaml1#COMMENT
LOW…hema/postgresql/information_schema/udt_privileges.yaml1#COMMENT
LOW…ces/schema/postgresql/information_schema/schemata.yaml1#COMMENT
LOW…ormation_schema/administrable_role_authorizations.yaml1#COMMENT
LOW…nformation_schema/information_schema_catalog_name.yaml1#COMMENT
LOW…urces/schema/postgresql/information_schema/tables.yaml1#COMMENT
LOW…tgresql/information_schema/foreign_server_options.yaml1#COMMENT
LOW…es/schema/postgresql/information_schema/sql_parts.yaml1#COMMENT
LOW…ces/schema/postgresql/information_schema/triggers.yaml1#COMMENT
LOW…a/postgresql/information_schema/role_table_grants.yaml1#COMMENT
LOW…a/postgresql/information_schema/table_constraints.yaml1#COMMENT
LOW…tgresql/information_schema/routine_sequence_usage.yaml1#COMMENT
LOW…hema/postgresql/information_schema/foreign_tables.yaml1#COMMENT
LOW…gresql/information_schema/constraint_column_usage.yaml1#COMMENT
LOW…s/schema/postgresql/information_schema/collations.yaml1#COMMENT
LOW…ma/postgresql/information_schema/usage_privileges.yaml1#COMMENT
LOW…/postgresql/information_schema/user_defined_types.yaml1#COMMENT
LOW…rces/schema/postgresql/information_schema/domains.yaml1#COMMENT
LOW…ces/schema/postgresql/information_schema/routines.yaml1#COMMENT
LOW…chema/postgresql/information_schema/enabled_roles.yaml1#COMMENT
LOW…a/postgresql/information_schema/check_constraints.yaml1#COMMENT
LOW…esql/information_schema/_pg_foreign_data_wrappers.yaml1#COMMENT
LOW…postgresql/information_schema/_pg_foreign_servers.yaml1#COMMENT
LOW…ostgresql/information_schema/routine_column_usage.yaml1#COMMENT
LOW…ma/postgresql/information_schema/column_udt_usage.yaml1#COMMENT
LOW…s/schema/postgresql/information_schema/transforms.yaml1#COMMENT
LOW…ema/postgresql/information_schema/role_udt_grants.yaml1#COMMENT
LOW…rces/schema/postgresql/information_schema/columns.yaml1#COMMENT
LOW…a/postgresql/information_schema/column_privileges.yaml1#COMMENT
LOW…ma/postgresql/information_schema/key_column_usage.yaml1#COMMENT
LOW…stgresql/information_schema/foreign_data_wrappers.yaml1#COMMENT
LOW…stgresql/information_schema/routine_routine_usage.yaml1#COMMENT
LOW…a/postgresql/information_schema/role_usage_grants.yaml1#COMMENT
LOW…l/information_schema/foreign_data_wrapper_options.yaml1#COMMENT
LOW…schema/postgresql/information_schema/sql_features.yaml1#COMMENT
LOW…hema/postgresql/information_schema/column_options.yaml1#COMMENT
1128 more matches not shown…
Hallucination Indicators81 hits · 1110 pts
SeverityFileLineSnippetContext
CRITICAL…e/mode/repository/cluster/etcd/EtcdRepositoryTest.java153 io.etcd.jetcd.api.KeyValue keyValue1 = io.etcd.jetcd.api.KeyValue.newBuilder()CODE
CRITICAL…e/mode/repository/cluster/etcd/EtcdRepositoryTest.java156 io.etcd.jetcd.api.KeyValue keyValue2 = io.etcd.jetcd.api.KeyValue.newBuilder()CODE
CRITICAL…e/mode/repository/cluster/etcd/EtcdRepositoryTest.java291 io.etcd.jetcd.api.KeyValue keyValue1 = io.etcd.jetcd.api.KeyValue.newBuilder()CODE
CRITICAL…ository/cluster/etcd/lock/EtcdDistributedLockTest.java74 when(lease.grant(1)).thenReturn(CompletableFuture.completedFuture(new LeaseGrantResponse(io.etcd.jetcd.api.LeaseCODE
CRITICAL…ository/cluster/etcd/lock/EtcdDistributedLockTest.java94 when(lease.grant(1)).thenReturn(CompletableFuture.completedFuture(new LeaseGrantResponse(io.etcd.jetcd.api.LeaseCODE
CRITICAL⚡docs/document/content/faq/_index.en.md53 at com.mysql.cj.jdbc.exceptions.SQLError.createSQLException(SQLError.java:129)CODE
CRITICAL⚡docs/document/content/faq/_index.en.md54 at com.mysql.cj.jdbc.exceptions.SQLError.createSQLException(SQLError.java:97)CODE
CRITICAL⚡docs/document/content/faq/_index.en.md55 at com.mysql.cj.jdbc.exceptions.SQLError.createSQLException(SQLError.java:89)CODE
CRITICAL⚡docs/document/content/faq/_index.en.md56 at com.mysql.cj.jdbc.exceptions.SQLError.createSQLException(SQLError.java:63)CODE
CRITICAL⚡docs/document/content/faq/_index.en.md57 at com.mysql.cj.jdbc.ConnectionImpl.unwrap(ConnectionImpl.java:2650)CODE
CRITICAL⚡docs/document/content/faq/_index.en.md58 at com.zaxxer.hikari.pool.ProxyConnection.unwrap(ProxyConnection.java:481)CODE
CRITICAL⚡docs/document/content/faq/_index.en.md59 at org.apache.shardingsphere.transaction.xa.jta.connection.dialect.MySQLXAConnectionWrapper.wrap(MySQLXAConnectionWrappCODE
CRITICAL⚡docs/document/content/faq/_index.en.md60 at org.apache.shardingsphere.transaction.xa.jta.datasource.XATransactionDataSource.getConnection(XATransactionDataSourcCODE
CRITICAL⚡docs/document/content/faq/_index.en.md61 at org.apache.shardingsphere.transaction.xa.XAShardingSphereTransactionManager.getConnection(XAShardingSphereTransactioCODE
CRITICAL⚡docs/document/content/faq/_index.cn.md52 at com.mysql.cj.jdbc.exceptions.SQLError.createSQLException(SQLError.java:129)CODE
CRITICAL⚡docs/document/content/faq/_index.cn.md53 at com.mysql.cj.jdbc.exceptions.SQLError.createSQLException(SQLError.java:97)CODE
CRITICAL⚡docs/document/content/faq/_index.cn.md54 at com.mysql.cj.jdbc.exceptions.SQLError.createSQLException(SQLError.java:89)CODE
CRITICAL⚡docs/document/content/faq/_index.cn.md55 at com.mysql.cj.jdbc.exceptions.SQLError.createSQLException(SQLError.java:63)CODE
CRITICAL⚡docs/document/content/faq/_index.cn.md56 at com.mysql.cj.jdbc.ConnectionImpl.unwrap(ConnectionImpl.java:2650)CODE
CRITICAL⚡docs/document/content/faq/_index.cn.md57 at com.zaxxer.hikari.pool.ProxyConnection.unwrap(ProxyConnection.java:481)CODE
CRITICAL⚡docs/document/content/faq/_index.cn.md58 at org.apache.shardingsphere.transaction.xa.jta.connection.dialect.MySQLXAConnectionWrapper.wrap(MySQLXAConnectionWrappCODE
CRITICAL⚡docs/document/content/faq/_index.cn.md59 at org.apache.shardingsphere.transaction.xa.jta.datasource.XATransactionDataSource.getConnection(XATransactionDataSourcCODE
CRITICAL⚡docs/document/content/faq/_index.cn.md60 at org.apache.shardingsphere.transaction.xa.XAShardingSphereTransactionManager.getConnection(XAShardingSphereTransactioCODE
CRITICAL…/shardingsphere-jdbc/graalvm-native-image/_index.en.md291 com.microsoft.sqlserver.jdbc.Encoding.checkSupported(SQLCollation.java:572)CODE
CRITICAL…/shardingsphere-jdbc/graalvm-native-image/_index.en.md293 com.microsoft.sqlserver.jdbc.SQLCollation.encodingFromSortId(SQLCollation.java:501)CODE
CRITICAL…/shardingsphere-jdbc/graalvm-native-image/_index.en.md380 com.mysql.cj.conf.ConnectionUrl.getConnectionUrlInstance(ConnectionUrl.java:291)CODE
CRITICAL…/shardingsphere-jdbc/graalvm-native-image/_index.en.md381 com.mysql.cj.jdbc.NonRegisteringDriver.connect(NonRegisteringDriver.java:186)CODE
CRITICAL…/shardingsphere-jdbc/graalvm-native-image/_index.cn.md285 com.microsoft.sqlserver.jdbc.Encoding.checkSupported(SQLCollation.java:572)CODE
CRITICAL…/shardingsphere-jdbc/graalvm-native-image/_index.cn.md287 com.microsoft.sqlserver.jdbc.SQLCollation.encodingFromSortId(SQLCollation.java:501)CODE
CRITICAL…/shardingsphere-jdbc/graalvm-native-image/_index.cn.md371 com.mysql.cj.conf.ConnectionUrl.getConnectionUrlInstance(ConnectionUrl.java:291)CODE
CRITICAL…/shardingsphere-jdbc/graalvm-native-image/_index.cn.md372 com.mysql.cj.jdbc.NonRegisteringDriver.connect(NonRegisteringDriver.java:186)CODE
CRITICAL⚡…ere-jdbc/graalvm-native-image/development/_index.en.md299 java.management@25.0.2/com.sun.jmx.mbeanserver.MBeanIntrospector.findConstructors(MBeanIntrospector.java:459)CODE
CRITICAL⚡…ere-jdbc/graalvm-native-image/development/_index.en.md300 java.management@25.0.2/com.sun.jmx.mbeanserver.MBeanIntrospector.getClassMBeanInfo(MBeanIntrospector.java:430)CODE
CRITICAL⚡…ere-jdbc/graalvm-native-image/development/_index.en.md301 java.management@25.0.2/com.sun.jmx.mbeanserver.MBeanIntrospector.getMBeanInfo(MBeanIntrospector.java:389)CODE
CRITICAL⚡…ere-jdbc/graalvm-native-image/development/_index.en.md314 java.management@25.0.2/com.sun.jmx.mbeanserver.MBeanIntrospector.findConstructors(MBeanIntrospector.java:459)CODE
CRITICAL⚡…ere-jdbc/graalvm-native-image/development/_index.en.md315 java.management@25.0.2/com.sun.jmx.mbeanserver.MBeanIntrospector.getClassMBeanInfo(MBeanIntrospector.java:430)CODE
CRITICAL⚡…ere-jdbc/graalvm-native-image/development/_index.en.md316 java.management@25.0.2/com.sun.jmx.mbeanserver.MBeanIntrospector.getMBeanInfo(MBeanIntrospector.java:389)CODE
CRITICAL⚡…ere-jdbc/graalvm-native-image/development/_index.cn.md292 java.management@25.0.2/com.sun.jmx.mbeanserver.MBeanIntrospector.findConstructors(MBeanIntrospector.java:459)CODE
CRITICAL⚡…ere-jdbc/graalvm-native-image/development/_index.cn.md293 java.management@25.0.2/com.sun.jmx.mbeanserver.MBeanIntrospector.getClassMBeanInfo(MBeanIntrospector.java:430)CODE
CRITICAL⚡…ere-jdbc/graalvm-native-image/development/_index.cn.md294 java.management@25.0.2/com.sun.jmx.mbeanserver.MBeanIntrospector.getMBeanInfo(MBeanIntrospector.java:389)CODE
CRITICAL⚡…ere-jdbc/graalvm-native-image/development/_index.cn.md307 java.management@25.0.2/com.sun.jmx.mbeanserver.MBeanIntrospector.findConstructors(MBeanIntrospector.java:459)CODE
CRITICAL⚡…ere-jdbc/graalvm-native-image/development/_index.cn.md308 java.management@25.0.2/com.sun.jmx.mbeanserver.MBeanIntrospector.getClassMBeanInfo(MBeanIntrospector.java:430)CODE
CRITICAL⚡…ere-jdbc/graalvm-native-image/development/_index.cn.md309 java.management@25.0.2/com.sun.jmx.mbeanserver.MBeanIntrospector.getMBeanInfo(MBeanIntrospector.java:389)CODE
CRITICAL…/themes/hugo-theme-learn/static/js/jquery-3.3.1.min.js2!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):fCODE
CRITICAL⚡…tecture_Based_on_ShardingSphere_Demo_&_User_Case.en.md299 at com.mysql.cj.jdbc.exceptions.SQLError.createCommunicationsException(SQLError.java:174)CODE
CRITICAL⚡…tecture_Based_on_ShardingSphere_Demo_&_User_Case.en.md300 at com.mysql.cj.jdbc.exceptions.SQLExceptionsMapping.translateException(SQLExceptionsMapping.java:64)CODE
CRITICAL⚡…tecture_Based_on_ShardingSphere_Demo_&_User_Case.en.md301 at com.mysql.cj.jdbc.StatementImpl.executeQuery(StatementImpl.java:1201)CODE
CRITICAL⚡…tecture_Based_on_ShardingSphere_Demo_&_User_Case.en.md302 at icu.wwj.hello.jdbc.ConnectToLBProxy.getProxyVersion(ConnectToLBProxy.java:28)CODE
CRITICAL⚡…tecture_Based_on_ShardingSphere_Demo_&_User_Case.en.md303 at icu.wwj.hello.jdbc.ConnectToLBProxy.main(ConnectToLBProxy.java:21)CODE
CRITICAL⚡…tecture_Based_on_ShardingSphere_Demo_&_User_Case.en.md312 at com.mysql.cj.exceptions.ExceptionFactory.createException(ExceptionFactory.java:61)CODE
CRITICAL⚡…tecture_Based_on_ShardingSphere_Demo_&_User_Case.en.md313 at com.mysql.cj.exceptions.ExceptionFactory.createException(ExceptionFactory.java:105)CODE
CRITICAL⚡…tecture_Based_on_ShardingSphere_Demo_&_User_Case.en.md314 at com.mysql.cj.exceptions.ExceptionFactory.createException(ExceptionFactory.java:151)CODE
CRITICAL⚡…tecture_Based_on_ShardingSphere_Demo_&_User_Case.en.md315 at com.mysql.cj.exceptions.ExceptionFactory.createCommunicationsException(ExceptionFactory.java:167)CODE
CRITICAL⚡…tecture_Based_on_ShardingSphere_Demo_&_User_Case.en.md316 at com.mysql.cj.protocol.a.NativeProtocol.readMessage(NativeProtocol.java:581)CODE
CRITICAL⚡…tecture_Based_on_ShardingSphere_Demo_&_User_Case.en.md317 at com.mysql.cj.protocol.a.NativeProtocol.checkErrorMessage(NativeProtocol.java:761)CODE
CRITICAL⚡…tecture_Based_on_ShardingSphere_Demo_&_User_Case.en.md318 at com.mysql.cj.protocol.a.NativeProtocol.sendCommand(NativeProtocol.java:700)CODE
CRITICAL⚡…tecture_Based_on_ShardingSphere_Demo_&_User_Case.en.md319 at com.mysql.cj.protocol.a.NativeProtocol.sendQueryPacket(NativeProtocol.java:1051)CODE
CRITICAL⚡…tecture_Based_on_ShardingSphere_Demo_&_User_Case.en.md320 at com.mysql.cj.protocol.a.NativeProtocol.sendQueryString(NativeProtocol.java:997)CODE
CRITICAL⚡…tecture_Based_on_ShardingSphere_Demo_&_User_Case.en.md322 at com.mysql.cj.jdbc.StatementImpl.executeQuery(StatementImpl.java:1169)CODE
CRITICAL⚡…tecture_Based_on_ShardingSphere_Demo_&_User_Case.en.md325 at com.mysql.cj.protocol.FullReadInputStream.readFully(FullReadInputStream.java:67)CODE
21 more matches not shown…
Hyper-Verbose Identifiers368 hits · 282 pts
SeverityFileLineSnippetContext
LOW…e/proxy/frontend/mysql/ssl/MySQLSSLRequestHandler.java32public final class MySQLSSLRequestHandler extends ByteToMessageDecoder {CODE
LOW…metadata/manager/database/DatabaseMetaDataManager.java41public final class DatabaseMetaDataManager {CODE
LOW.codex/harness/agents/run.py446def resolve_local_markdown_references(source_path: str, source_text: str) -> set[str]:CODE
LOW.codex/harness/agents/run.py487def discover_policy_source_paths(repo_root: Path) -> set[str]:CODE
LOW.codex/harness/agents/run.py669def normalize_policy_statement(value: str) -> str:CODE
LOW.codex/harness/agents/run.py674def normalize_case_policy_bindings(CODE
LOW.codex/harness/agents/run.py731def select_semantic_policy_assertions(CODE
LOW.codex/harness/agents/run.py906def resolve_staged_policy_root(cwd: Path) -> Path:CODE
LOW.codex/harness/agents/run.py953def semantic_evaluation_metadata(CODE
LOW.codex/harness/agents/run.py1408def write_runner_failure_summary(CODE
LOW.codex/harness/agents/run.py1610def summarize_transport_validation(CODE
LOW.codex/harness/agents/run.py1667def deterministic_change_blockers(CODE
LOW.codex/harness/agents/run.py1709def semantic_safety_regressions(CODE
LOW.codex/harness/agents/run.py1724def semantic_confirmation_plan(CODE
LOW.codex/harness/agents/run.py1787def semantic_core_source_digest(source: bytes) -> str:CODE
LOW.codex/harness/agents/run.py1812def semantic_evaluation_unchanged(baseline: dict[str, Any], current: dict[str, Any]) -> bool:CODE
LOW.codex/harness/agents/run.py1905def read_preserved_semantic_sample(CODE
LOW.codex/harness/agents/run.py1981def load_confirmation_recovery(CODE
LOW.codex/harness/agents/run.py2100def claim_confirmation_recovery(recovery: dict[str, Any], output_dir: Path) -> None:CODE
LOW.codex/harness/agents/run.py2117def run_semantic_confirmation(CODE
LOW.codex/harness/agents/run.py2296def baseline_single_pass_metrics(CODE
LOW.codex/harness/agents/run.py2346def validate_semantic_stability_evaluator(baseline: dict[str, Any] | None) -> None:CODE
LOW.codex/harness/agents/run.py2358def summarize_semantic_stability(CODE
LOW⚡.codex/harness/agents/test_code_handoff_hook.py52 def test_prose_patch_does_not_require_code_handoff(self) -> None:CODE
LOW⚡.codex/harness/agents/test_code_handoff_hook.py58 def test_unknown_apply_patch_payload_fails_closed(self) -> None:CODE
LOW⚡.codex/harness/agents/test_code_handoff_hook.py67 def test_completed_handoff_requires_full_report_and_commit_message(self) -> None:CODE
LOW⚡.codex/harness/agents/test_code_handoff_hook.py76 def test_passing_formal_review_requires_evidence(self) -> None:CODE
LOW⚡.codex/harness/agents/test_code_handoff_hook.py82 def test_formal_review_requires_markdown_fence(self) -> None:CODE
LOW⚡.codex/harness/agents/test_code_handoff_hook.py95 def test_formal_review_accepts_no_git_commands(self) -> None:CODE
LOW⚡.codex/harness/agents/test_code_handoff_hook.py100 def test_formal_review_accepts_standard_fence_lengths_and_indentation(self) -> None:CODE
LOW⚡.codex/harness/agents/test_code_handoff_hook.py108 def test_review_sections_cannot_be_supplied_outside_report(self) -> None:CODE
LOW⚡.codex/harness/agents/test_code_handoff_hook.py183 def test_non_passing_review_blocks_successful_handoff(self) -> None:CODE
LOW⚡.codex/harness/agents/test_code_handoff_hook.py191 def test_non_passing_review_without_user_wait_is_rejected(self) -> None:CODE
LOW⚡.codex/harness/agents/test_code_handoff_hook.py201 def test_user_blocked_handoff_requires_evidence_action_and_no_commit_message(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py40 def test_implementation_patch_requires_complete_handoff(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py119 def test_completed_handoff_requires_separate_nonempty_commit_message(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py130 def test_missing_review_keeps_pending_until_handoff_is_complete(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py142 def test_missing_commit_message_keeps_pending_until_handoff_is_complete(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py153 def test_legacy_formal_review_accepts_triple_emphasis(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py161 def test_invalid_or_ambiguous_status_and_verdict_keep_pending(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py220 def test_user_blocked_handoff_yields_without_clearing_pending_marker(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py233 def test_user_wait_takes_priority_over_every_declared_review_result(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py247 def test_emphasized_user_wait_keeps_pending_with_passing_review(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py265 def test_emphasized_commit_message_blocks_user_wait(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py283 def test_label_emphasis_user_wait_keeps_pending_with_passing_review(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py296 def test_user_wait_requires_markdown_for_declared_review(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py306 def test_handoff_without_completed_status_or_legacy_passing_result_is_rejected(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py325 def test_no_pending_write_requires_no_handoff(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py330 def test_later_code_write_requires_a_new_completed_handoff(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py341 def test_shell_code_change_requires_completed_handoff(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py353 def test_read_only_shell_command_does_not_require_code_handoff(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py364 def test_shell_prose_change_does_not_require_code_handoff(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py376 def test_shell_workdir_selects_the_repository_that_changes(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py395 def test_read_only_shell_with_another_workdir_requires_no_handoff(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py409 def test_shell_workdir_preserves_repository_root_trailing_space(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py425 def test_shell_workdir_defaults_to_event_or_process_cwd(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py444 def test_invalid_declared_workdir_does_not_fall_back_to_another_repository(self) -> None:CODE
LOW.codex/harness/agents/test_code_handoff_hook.py459 def test_project_config_registers_code_handoff_hooks(self) -> None:CODE
LOW⚡.codex/harness/agents/test_run.py196 def test_semantic_policy_assertions_must_be_boolean(self) -> None:CODE
LOW⚡.codex/harness/agents/test_run.py201 def test_summary_terms_must_be_list(self) -> None:CODE
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Fake / Example Data138 hits · 157 pts
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LOW⚡…main/resources/sql/supported/dml/select-expression.xml206 <sql-case id="select_postgresql_at_local" value="SELECT ? AT LOCAL" db-types="PostgreSQL" case-types="placeholder" /CODE
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LOW⚡…main/resources/sql/supported/dml/select-expression.xml212 <sql-case id="select_postgresql_is_json_array" value="SELECT ? IS JSON ARRAY WITH UNIQUE KEYS" db-types="PostgreSQL"CODE
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LOW⚡…main/resources/sql/supported/dml/select-expression.xml214 <sql-case id="select_postgresql_is_json_any" value="SELECT ? IS JSON WITH UNIQUE KEYS" db-types="PostgreSQL" case-tyCODE
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LOW⚡…main/resources/sql/supported/dml/select-expression.xml217 <sql-case id="select_postgresql_not_ilike_all" value="SELECT ? NOT ILIKE ALL(ARRAY['foo', 'bar'])" db-types="PostgreCODE
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LOW⚡…main/resources/sql/supported/dml/select-expression.xml245 <sql-case id="select_postgresql_custom_operator_comment_boundaries" value="SELECT ? #-/*block*/?, ? @+--line&#10;?" CODE
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LOW⚡…esources/sql/supported/dml/select-special-function.xml360 <sql-case id="select_interval_with_placeholder" value="SELECT INTERVAL ? DAY FROM t_order" case-types="placeholder" CODE
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LOW⚡…esources/sql/supported/dml/select-special-function.xml381 <sql-case id="select_postgresql_named_argument_arrow" value="SELECT make_interval(years =&gt; ?)" db-types="PostgreSCODE
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LOW⚡…esources/sql/supported/dml/select-special-function.xml384 <sql-case id="select_postgresql_format_function" value="SELECT format('%s', ?)" db-types="PostgreSQL" case-types="plCODE
LOW⚡…esources/sql/supported/dml/select-special-function.xml386 <sql-case id="select_postgresql_extract_microsecond" value="SELECT EXTRACT(MICROSECOND FROM ?)" db-types="PostgreSQLCODE
LOW⚡…esources/sql/supported/dml/select-special-function.xml389 <sql-case id="select_postgresql_json_object_value" value="SELECT JSON_OBJECT('foo' VALUE ? ABSENT ON NULL WITH UNIQUCODE
LOW⚡…esources/sql/supported/dml/select-special-function.xml390 <sql-case id="select_postgresql_json_object_colon" value="SELECT JSON_OBJECT('foo': ? FORMAT JSON ENCODING UTF8 NULLCODE
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LOW⚡…esources/sql/supported/dml/select-special-function.xml395 <sql-case id="select_postgresql_json_serialize" value="SELECT JSON_SERIALIZE(? FORMAT JSON RETURNING text FORMAT JSOCODE
LOW⚡…esources/sql/supported/dml/select-special-function.xml396 <sql-case id="select_postgresql_json_exists_passing" value="SELECT JSON_EXISTS(?, '$.foo ? (@ &gt; $bar)' PASSING ? CODE
LOW⚡…esources/sql/supported/dml/select-special-function.xml397 <sql-case id="select_postgresql_json_exists_unknown" value="SELECT JSON_EXISTS(?, '$' UNKNOWN ON ERROR)" db-types="PCODE
LOW⚡…esources/sql/supported/dml/select-special-function.xml398 <sql-case id="select_postgresql_json_exists_false" value="SELECT JSON_EXISTS(?, '$' FALSE ON ERROR)" db-types="PostgCODE
LOW⚡…esources/sql/supported/dml/select-special-function.xml399 <sql-case id="select_postgresql_json_exists_error" value="SELECT JSON_EXISTS(?, '$' ERROR ON ERROR)" db-types="PostgCODE
LOW⚡…esources/sql/supported/dml/select-special-function.xml400 <sql-case id="select_postgresql_json_value_defaults" value="SELECT JSON_VALUE(?, '$.foo' PASSING ? AS bar RETURNING CODE
LOW⚡…esources/sql/supported/dml/select-special-function.xml401 <sql-case id="select_postgresql_json_value_null_error" value="SELECT JSON_VALUE(?, '$' NULL ON EMPTY ERROR ON ERROR)CODE
LOW⚡…esources/sql/supported/dml/select-special-function.xml402 <sql-case id="select_postgresql_json_query_wrapper" value="SELECT JSON_QUERY(?, '$.foo' RETURNING jsonb WITH CONDITICODE
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Decorative Section Separators14 hits · 42 pts
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MEDIUMscripts/smart-antlr-rebuild.sh19# -------------------------------------------------------------------------COMMENT
MEDIUMscripts/smart-antlr-rebuild.sh22# -------------------------------------------------------------------------COMMENT
MEDIUM…ources/scripts/e2e-sql/test-generate-e2e-sql-matrix.sh238# ============================================================COMMENT
MEDIUM…ources/scripts/e2e-sql/test-generate-e2e-sql-matrix.sh240# ============================================================COMMENT
MEDIUM…ources/scripts/e2e-sql/test-generate-e2e-sql-matrix.sh266# ============================================================COMMENT
MEDIUM…ources/scripts/e2e-sql/test-generate-e2e-sql-matrix.sh268# ============================================================COMMENT
MEDIUM…ources/scripts/e2e-sql/test-generate-e2e-sql-matrix.sh297# ============================================================COMMENT
MEDIUM…ources/scripts/e2e-sql/test-generate-e2e-sql-matrix.sh299# ============================================================COMMENT
MEDIUM…ources/scripts/e2e-sql/test-generate-e2e-sql-matrix.sh347# ============================================================COMMENT
MEDIUM…ources/scripts/e2e-sql/test-generate-e2e-sql-matrix.sh349# ============================================================COMMENT
MEDIUM…ources/scripts/e2e-sql/test-generate-e2e-sql-matrix.sh435# ============================================================COMMENT
MEDIUM…ources/scripts/e2e-sql/test-generate-e2e-sql-matrix.sh437# ============================================================COMMENT
MEDIUM…ources/scripts/e2e-sql/test-generate-e2e-sql-matrix.sh502# ============================================================COMMENT
MEDIUM…ources/scripts/e2e-sql/test-generate-e2e-sql-matrix.sh504# ============================================================COMMENT
Deep Nesting35 hits · 22 pts
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LOW.codex/harness/agents/run.py446CODE
LOW.codex/harness/agents/run.py872CODE
LOW.codex/harness/agents/run.py914CODE
LOW.codex/harness/agents/run.py1262CODE
LOW.codex/harness/agents/run.py1329CODE
LOW.codex/harness/agents/run.py1351CODE
LOW.codex/harness/agents/run.py1429CODE
LOW.codex/harness/agents/run.py1448CODE
LOW.codex/harness/agents/run.py1535CODE
LOW.codex/harness/agents/run.py1787CODE
LOW.codex/harness/agents/run.py2117CODE
LOW.codex/harness/agents/run.py2509CODE
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LOW.codex/harness/agents/test_run.py1205CODE
LOW.codex/harness/agents/test_run.py1718CODE
LOW.codex/harness/agents/test_run.py2282CODE
LOW.codex/harness/agents/test_run.py2641CODE
LOW.codex/harness/agents/test_run.py2806CODE
LOW.codex/harness/agents/code_handoff_hook.py275CODE
LOW.codex/skills/gen-ut/tests/test_scan_quality_rules.py194CODE
LOW.codex/skills/gen-ut/scripts/scan_quality_rules.py112CODE
LOW.codex/skills/gen-ut/scripts/scan_quality_rules.py188CODE
LOW…ex/skills/review-pr/tests/test_manage_review_ledger.py204CODE
LOW…ex/skills/review-pr/tests/test_manage_review_ledger.py795CODE
LOW…ex/skills/review-pr/tests/test_manage_review_ledger.py923CODE
LOW…ex/skills/review-pr/tests/test_manage_review_ledger.py1028CODE
LOW…ex/skills/review-pr/tests/test_manage_review_ledger.py1149CODE
LOW…ex/skills/review-pr/tests/test_manage_review_ledger.py1181CODE
LOW…ex/skills/review-pr/tests/test_manage_review_ledger.py1253CODE
LOW…ex/skills/review-pr/tests/test_manage_review_ledger.py1412CODE
LOW.codex/skills/review-pr/scripts/manage_review_ledger.py242CODE
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LOW.codex/skills/review-pr/scripts/manage_review_ledger.py676CODE
LOW.codex/skills/review-pr/scripts/manage_review_ledger.py869CODE
LOW.codex/skills/review-pr/scripts/manage_review_ledger.py902CODE
Structural Annotation Overuse8 hits · 12 pts
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LOW…l/2023_07_10_A_Step-by-Step_Guide_to_Data_Migration.md169## Step 1: Initialize Data in the Source DatabaseCOMMENT
LOW…l/2023_07_10_A_Step-by-Step_Guide_to_Data_Migration.md193## Step 2: Initialize ShardingSphere-Proxy RulesCOMMENT
LOW…l/2023_07_10_A_Step-by-Step_Guide_to_Data_Migration.md268## Step 3: Start Data Migration JobCOMMENT
LOW…l/2023_07_10_A_Step-by-Step_Guide_to_Data_Migration.md303## Step 4: Check Data ConsistencyCOMMENT
LOW…l/2023_07_10_A_Step-by-Step_Guide_to_Data_Migration.md324## Step 5: Submit the Migration JobCOMMENT
LOW…,_OIDC_and_SAML_single_sign-on_thanks_to_Casdoor.en.md25## Step 1: Deploy CasdoorCOMMENT
LOW…,_OIDC_and_SAML_single_sign-on_thanks_to_Casdoor.en.md43## Step 2: Configure Casdoor and obtain the required dataCOMMENT
LOW…,_OIDC_and_SAML_single_sign-on_thanks_to_Casdoor.en.md55## Step 3: Configuration in ElasticJob UICOMMENT
Self-Referential Comments3 hits · 9 pts
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MEDIUM…e/src/test/resources/test-native/sh/free-disk-space.sh19# This file is only used in the Bash of ShardingSphere in GitHub Actions environment and should not be executed manuallyCOMMENT
MEDIUM…cripts/unit-test-coverage-merge/code-coverage-merge.sh38# Create an array to store file pathsCOMMENT
MEDIUM…cripts/unit-test-coverage-merge/code-coverage-merge.sh70# Create an array to store folder pathsCOMMENT
Unused Imports9 hits · 8 pts
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LOW.codex/harness/agents/run.py20CODE
LOW.codex/harness/agents/test_code_handoff_hook.py20CODE
LOW.codex/harness/agents/test_run.py20CODE
LOW.codex/harness/agents/code_handoff_hook.py20CODE
LOW…ills/coding-standards/scripts/build_audit_inventory.py21CODE
LOW…oding-standards/scripts/tests/test_checkstyle_rules.py21CODE
LOW…dex/skills/review-pr/scripts/build_review_inventory.py21CODE
LOW.codex/skills/review-pr/scripts/manage_review_ledger.py21CODE
LOW.codex/skills/review-pr/scripts/resolve_review_scope.py21CODE
Modern AI Meta-Vocabulary3 hits · 7 pts
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MEDIUMRELEASE-NOTES.md20461. [ISSUE #1153](https://github.com/apache/shardingsphere/issues/1153) Adjust the maven artifactId for orchestration modCODE
MEDIUMRELEASE-NOTES.md20511. [ISSUE #1382](https://github.com/apache/shardingsphere/issues/1328) Remove type configuration in orchestration moduleCODE
MEDIUM…mbining_Database_Plus_and_Database_Mesh_concepts.en.md26# The database is increasingly vital in the microservice systemCOMMENT
Empty Error Handlers1 hit · 5 pts
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HIGH.codex/skills/gen-ut/scripts/guard_task_scope.py168except ValueError:CODE
Redundant / Tautological Comments2 hits · 3 pts
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LOW…cripts/unit-test-coverage-merge/code-coverage-merge.sh32# Check if files existCOMMENT
LOW…cripts/unit-test-coverage-merge/code-coverage-merge.sh64# Check if folders are foundCOMMENT
Slop Phrases2 hits · 2 pts
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LOW…cs/document/themes/hugo-theme-learn/layouts/index.html22 The site is working. Don't forget to customize this homepage with your own. You typically have 3 choices :CODE
LOW…s/community/themes/hugo-theme-learn/layouts/index.html22 The site is working. Don't forget to customize this homepage with your own. You typically have 3 choices :CODE
Excessive Try-Catch Wrapping1 hit · 1 pts
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LOW…ility_and_Performance_with_Apache_ShardingSphere.en.md148 except Exception as e:CODE