AI Slop Code RIsk Monitor

apache/skywalking

APM, Application Performance Monitoring System

6.9 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for apache/skywalking, a Java project with 24,964 GitHub stars. SynthScan examined 545,768 lines of code across 4973 source files, recording 2213 pattern matches distributed across 15 syntactic categories. The legacy adjusted pattern signal is 6.9 (Moderate 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.

6.9
Adjusted Signal
6.9
Raw Pattern Score
100%
Time Factor
2026-10-09
Last Push
25.0K
Stars
Java
Language
545.8K
Lines of Code
5.0K
Files
2.2K
Pattern Hits
2026-10-12
Scan Date
0.02
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 19.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2007 finding(s).

Hallucinated Dependency & Supply Chain Risk 9.3/100 · LOW

Are imports declared and package/API names verified? 112 finding(s).

Agent Over-Engineering Ratio 2.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 99 finding(s).

PR Review Velocity Impact 27.6/100 · MEDIUM

Which changes need focused human review? 2213 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 85HIGH 1MEDIUM 271LOW 1856

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 2213 distinct pattern matches across 15 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 Block1778 hits · 1776 pts
SeverityFileLineSnippetContext
LOW.asf.yaml1COMMENT
LOW.licenserc.yaml1#COMMENT
LOWdist-material/alarm-settings.yml1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWdist-material/alarm-settings.yml21 # A MQE expression, the result type must be `SINGLE_VALUE` and the root operation of the expression must be a ComparCOMMENT
LOWdist-material/alarm-settings.yml61 period: 10COMMENT
LOWdist-material/alarm-settings.yml81# custom1:COMMENT
LOWdist-material/alarm-settings.yml101# }COMMENT
LOWdist-material/bin/oapService.sh1#!/usr/bin/env shCOMMENT
LOWdist-material/bin/oapServiceInit.sh1#!/usr/bin/env shCOMMENT
LOWdist-material/bin/oapServiceNoInit.sh1#!/usr/bin/env shCOMMENT
LOWdist-material/bin/startup.sh1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWdist-material/config-examples/log-mal.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWdist-material/config-examples/log-mal.yaml21# <pre>COMMENT
LOWdist-material/config-examples/alarm-settings.yml1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWdist-material/config-examples/alarm-settings.yml41 expression: sum(service_instance_resp_time > 1000) >= 2COMMENT
LOWdist-material/config-examples/alarm-settings.yml61# wechat:COMMENT
LOWdist-material/config-examples/lal.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtools/profile-exporter/profile_exporter.sh1#!/usr/bin/env shCOMMENT
LOWtools/profile-exporter/application.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtools/TLS/tls_key_generate.sh1#COMMENT
LOWtools/releasing/release.sh1#!/usr/bin/env bashCOMMENT
LOWdocker/horizon.yaml1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWdocker/docker-compose.yml1# Licensed to the Apache Software Foundation (ASF) under oneCOMMENT
LOWdocker/oap/docker-entrypoint.sh1COMMENT
LOWdocker/data-generator/docker-entrypoint.sh1#!/bin/shCOMMENT
LOWtest/e2e-v2/cases/activemq/activemq-cases.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/activemq/e2e.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/activemq/otel-collector-config.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/activemq/docker-compose.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/activemq/config/amq/config.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…q/expected/metrics-has-value-label-destinationtype.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/activemq/expected/endpoint.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/activemq/expected/service.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…expected/metrics-has-value-label-serviceinstanceid.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…t/e2e-v2/cases/activemq/expected/metrics-has-value.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…q/expected/metrics-has-value-label-destinationname.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/activemq/expected/instance.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/clickhouse/clickhouse-cases.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…/cases/clickhouse/expected/metrics-has-value-label.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/clickhouse/expected/service.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…e2e-v2/cases/clickhouse/expected/metrics-has-value.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…ses/clickhouse/clickhouse-prometheus-endpoint/e2e.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…ckhouse-prometheus-endpoint/otel-collector-config.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…ouse/clickhouse-prometheus-endpoint/docker-compose.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/postgresql/postgresql-cases.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…/cases/postgresql/expected/metrics-has-value-label.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/postgresql/expected/service.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…ostgresql/expected/metrics-has-value-label-datname.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…e2e-v2/cases/postgresql/expected/metrics-has-value.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/postgresql/expected/db-has-value.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/postgresql/postgres-exporter/e2e.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…ostgresql/postgres-exporter/otel-collector-config.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…/cases/postgresql/postgres-exporter/docker-compose.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/cluster/test-downsampling.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/cluster/cluster-cases.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/cluster/zk/es/e2e.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/cluster/zk/es/docker-compose.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOWtest/e2e-v2/cases/cluster/zk/banyandb/e2e.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…st/e2e-v2/cases/cluster/zk/banyandb/docker-compose.yml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
LOW…/cases/cluster/zk/banyandb/banyandb-cluster-cases.yaml1# Licensed to the Apache Software Foundation (ASF) under one or moreCOMMENT
1718 more matches not shown…
Hallucination Indicators85 hits · 1025 pts
SeverityFileLineSnippetContext
CRITICAL⚡…2e-v2/cases/storage/expected/cold/topN-OP-endpoint.yml34 - id: "mock_b_service - org.skywaking.apm.testcase.dubbo.services.GreetServiceImpl.doBusiness()"CODE
CRITICAL⚡…2e-v2/cases/storage/expected/cold/topN-OP-endpoint.yml44 endpointid: {{ b64enc "mock_b_service" }}.1_{{ b64enc "org.skywaking.apm.testcase.dubbo.services.GreetServiceICODE
CRITICAL⚡…2e-v2/cases/storage/expected/cold/topN-OP-endpoint.yml45 endpointname: org.skywaking.apm.testcase.dubbo.services.GreetServiceImpl.doBusiness()CODE
CRITICAL…v2/cases/storage/expected/cold/dependency-endpoint.yml25- id: {{ b64enc "mock_b_service" }}.1_{{ b64enc "org.skywaking.apm.testcase.dubbo.services.GreetServiceImpl.doBusiness()CODE
CRITICAL…v2/cases/storage/expected/cold/dependency-endpoint.yml26 name: org.skywaking.apm.testcase.dubbo.services.GreetServiceImpl.doBusiness()CODE
CRITICAL…v2/cases/storage/expected/cold/dependency-endpoint.yml42 target: {{ b64enc "mock_b_service" }}.1_{{ b64enc "org.skywaking.apm.testcase.dubbo.services.GreetServiceImpl.doBusineCODE
CRITICAL…v2/cases/storage/expected/cold/dependency-endpoint.yml44 id: {{ b64enc "mock_a_service" }}.1-{{ b64enc "/dubbox-case/case/dubbox-rest/404-test" }}-{{ b64enc "mock_b_service" }CODE
CRITICAL…main/java/org/apache/skywalking/mock/ServiceAMock.java33 static String DUBBO_ENDPOINT = "org.skywaking.apm.testcase.dubbo.services.GreetService.doBusiness()";CODE
CRITICAL…main/java/org/apache/skywalking/mock/ServiceBMock.java34 static String DUBBO_PROVIDER_ENDPOINT = "org.skywaking.apm.testcase.dubbo.services.GreetServiceImpl.doBusiness()";CODE
CRITICAL⚡…ava/org/apache/skywalking/e2e/BaselineQueryServer.java112 predictions.add(org.apache.skywalking.apm.baseline.v3.AlarmBaselineMetricPrediction.newBuilder()CODE
CRITICAL⚡…ava/org/apache/skywalking/e2e/BaselineQueryServer.java118 metrics.add(org.apache.skywalking.apm.baseline.v3.AlarmBaselineServiceMetric.newBuilder()CODE
CRITICAL⚡…ava/org/apache/skywalking/e2e/BaselineQueryServer.java124 responseObserver.onNext(org.apache.skywalking.apm.baseline.v3.AlarmBaselineResponse.newBuilder().addAllServiceMeCODE
CRITICAL⚡…ava/org/apache/skywalking/e2e/BaselineQueryServer.java156 return org.apache.skywalking.apm.baseline.v3.AlarmBaselinePredicatedValue.newBuilder()CODE
CRITICAL⚡…ava/org/apache/skywalking/e2e/BaselineQueryServer.java158 .setSingleValue(org.apache.skywalking.apm.baseline.v3.AlarmBaselineSingleValue.newBuilder().setValueCODE
CRITICAL⚡…ava/org/apache/skywalking/e2e/BaselineQueryServer.java162 final org.apache.skywalking.apm.baseline.v3.AlarmBaselinePredicatedValue.Builder builder = org.apache.skywalCODE
CRITICAL⚡docs/en/FAQ/install_agent_on_websphere.md12at org.apache.skywalking.apm.dependencies.net.bytebuddy.matcher.HasSuperTypeMatcher.hasInterface(HasSuperTypeMatcher.javCODE
CRITICAL⚡docs/en/FAQ/install_agent_on_websphere.md13at org.apache.skywalking.apm.dependencies.net.bytebuddy.matcher.HasSuperTypeMatcher.hasInterface(HasSuperTypeMatcher.javCODE
CRITICAL⚡docs/en/FAQ/install_agent_on_websphere.md14at org.apache.skywalking.apm.dependencies.net.bytebuddy.matcher.HasSuperTypeMatcher.matches(HasSuperTypeMatcher.java:38)CODE
CRITICAL⚡docs/en/FAQ/install_agent_on_websphere.md15at org.apache.skywalking.apm.dependencies.net.bytebuddy.matcher.HasSuperTypeMatcher.matches(HasSuperTypeMatcher.java:15)CODE
CRITICAL⚡docs/en/FAQ/EnhanceRequireObjectCache-Cast-Exception.md6 at org.apache.skywalking.apm.plugin.spring.mvc.commons.interceptor.GetBeanInterceptor.afterMethod(GetBeanInterceptor.jaCODE
CRITICAL⚡docs/en/FAQ/EnhanceRequireObjectCache-Cast-Exception.md7 at org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.InstMethodsInter.intercept(InstMethodsInter.java:105CODE
CRITICAL⚡docs/en/FAQ/EnhanceRequireObjectCache-Cast-Exception.md8 at org.springframework.web.method.HandlerMethod.getBean(HandlerMethod.java)CODE
CRITICAL⚡docs/en/FAQ/EnhanceRequireObjectCache-Cast-Exception.md9 at org.springframework.web.servlet.handler.AbstractHandlerMethodExceptionResolver.shouldApplyTo(AbstractHandlerMethodExCODE
CRITICAL⚡docs/en/FAQ/EnhanceRequireObjectCache-Cast-Exception.md10 at org.springframework.web.servlet.handler.AbstractHandlerExceptionResolver.resolveException(AbstractHandlerExceptionReCODE
CRITICAL⚡docs/en/FAQ/EnhanceRequireObjectCache-Cast-Exception.md11 at org.springframework.web.servlet.handler.HandlerExceptionResolverComposite.resolveException(HandlerExceptionResolverCCODE
CRITICAL⚡…ver/ai-pipeline/src/test/java/BaselineQueryServer.java111 predictions.add(org.apache.skywalking.apm.baseline.v3.AlarmBaselineMetricPrediction.newBuilder()CODE
CRITICAL⚡…ver/ai-pipeline/src/test/java/BaselineQueryServer.java117 metrics.add(org.apache.skywalking.apm.baseline.v3.AlarmBaselineServiceMetric.newBuilder()CODE
CRITICAL⚡…ver/ai-pipeline/src/test/java/BaselineQueryServer.java123 responseObserver.onNext(org.apache.skywalking.apm.baseline.v3.AlarmBaselineResponse.newBuilder().addAllServiceMeCODE
CRITICAL⚡…ver/ai-pipeline/src/test/java/BaselineQueryServer.java155 return org.apache.skywalking.apm.baseline.v3.AlarmBaselinePredicatedValue.newBuilder()CODE
CRITICAL⚡…ver/ai-pipeline/src/test/java/BaselineQueryServer.java157 .setSingleValue(org.apache.skywalking.apm.baseline.v3.AlarmBaselineSingleValue.newBuilder().setValueCODE
CRITICAL⚡…ver/ai-pipeline/src/test/java/BaselineQueryServer.java161 final org.apache.skywalking.apm.baseline.v3.AlarmBaselinePredicatedValue.Builder builder = org.apache.skywalCODE
CRITICAL…rver/ai-pipeline/src/test/java/BaselineServerTest.java65 org.apache.skywalking.apm.baseline.v3.AlarmBaselineServiceGrpc.AlarmBaselineServiceBlockingStub blockingStub = oCODE
CRITICAL…ge/plugin/jdbc/common/dao/JDBCMetricsQueryDAOTest.java102 final var duration = new org.apache.skywalking.oap.server.core.query.input.Duration();CODE
CRITICAL…/storage/plugin/jdbc/common/dao/JDBCEventQueryDAO.java157 final var event = new org.apache.skywalking.oap.server.core.query.type.event.Event();CODE
CRITICAL…torage/plugin/elasticsearch/query/ESEventQueryDAO.java170 new org.apache.skywalking.oap.server.core.query.type.event.Event();CODE
CRITICAL…rage/plugin/banyandb/stream/BanyanDBEventQueryDAO.java124 new org.apache.skywalking.oap.server.core.query.type.event.Event();CODE
CRITICAL…walking/oal/v2/generator/RuntimeOALGenerationTest.java289 org.apache.skywalking.oap.server.core.dsl.debug.DSLDebugCodegenSwitch.enableInjection();CODE
CRITICAL…walking/oal/v2/generator/RuntimeOALGenerationTest.java291 org.apache.skywalking.oap.server.core.dsl.debug.DSLDebugCodegenSwitch.resetInjection();CODE
CRITICAL…query/traceql/handler/SkyWalkingTraceQLApiHandler.java465 return org.apache.skywalking.oap.query.traceql.rt.TraceQLQueryVisitor.parseDuration(duration);CODE
CRITICAL…p/query/traceql/converter/SkyWalkingOTLPConverter.java90 io.grafana.tempo.tempopb.Trace.Builder traceBuilder = io.grafana.tempo.tempopb.Trace.newBuilder();CODE
CRITICAL…p/query/traceql/converter/SkyWalkingOTLPConverter.java130 io.opentelemetry.proto.trace.v1.Span.Builder spanBuilder = io.opentelemetry.proto.trace.v1.Span.newBuildCODE
CRITICAL…p/query/traceql/converter/SkyWalkingOTLPConverter.java224 io.opentelemetry.proto.trace.v1.Span.Event.newBuilder()CODE
CRITICAL…p/query/traceql/converter/SkyWalkingOTLPConverter.java250 io.opentelemetry.proto.trace.v1.Span.Event.newBuilder()CODE
CRITICAL…p/server/core/dsl/classloader/RuleClassLoaderTest.java72 org.junit.jupiter.api.Assertions.assertNull(loader.getContentHash());CODE
CRITICAL…skywalking/oap/server/core/command/CommandService.java115 final org.apache.skywalking.oap.server.network.trace.component.command.ContinuousProfilingPolicy result = new orCODE
CRITICAL…skywalking/oap/server/core/command/CommandService.java123 final org.apache.skywalking.oap.server.network.trace.component.command.ContinuousProfilingPolicyCODE
CRITICAL…kywalking/oap/server/core/query/TraceQueryService.java505 new org.apache.skywalking.oap.server.core.query.type.SpanAttachedEvent();CODE
CRITICAL…ibrary/banyandb/v1/client/ITBanyanDBPropertyTests.java60 org.apache.skywalking.banyandb.database.v1.BanyandbDatabase.Property.newBuilder()CODE
CRITICAL…library/client/elasticsearch/UpdateRequestWrapper.java30 request = org.apache.skywalking.library.elasticsearch.requests.UpdateRequest.builder()CODE
CRITICAL…/aop/server/receiver/mesh/TelemetryDataDispatcher.java168 if (org.apache.skywalking.apm.network.common.v3.DetectPoint.server.equals(metrics.getDetectPoint())) {CODE
CRITICAL…/aop/server/receiver/mesh/TelemetryDataDispatcher.java191 if (org.apache.skywalking.apm.network.common.v3.DetectPoint.server.equals(metrics.getDetectPoint())) {CODE
CRITICAL…server/receiver/aws/firehose/OtelMetricsConvertor.java58 io.opentelemetry.proto.collector.metrics.v1.ExportMetricsServiceRequest.Builder targetRequestBuilder = io.openteCODE
CRITICAL…server/receiver/aws/firehose/OtelMetricsConvertor.java66 io.opentelemetry.proto.metrics.v1.ResourceMetrics.Builder targetResourceMetricsBuilder = io.opentelemetry.proto.CODE
CRITICAL…server/receiver/aws/firehose/OtelMetricsConvertor.java83 final io.opentelemetry.proto.metrics.v1.Metric.Builder builder = io.opentelemetry.proto.metrics.v1.Metric.newBuiCODE
CRITICAL…server/receiver/aws/firehose/OtelMetricsConvertor.java189 return io.opentelemetry.proto.common.v1.KeyValue.newBuilder()CODE
CRITICAL⚡…server/receiver/aws/firehose/OtelMetricsConvertor.java326 final io.opentelemetry.proto.common.v1.KeyValueList.Builder builder = io.opentelemetry.proto.common.v1.KeyValueLCODE
CRITICAL⚡…server/receiver/aws/firehose/OtelMetricsConvertor.java332 return io.opentelemetry.proto.common.v1.KeyValue.newBuilder()CODE
CRITICAL⚡…server/receiver/aws/firehose/OtelMetricsConvertor.java339 final io.opentelemetry.proto.common.v1.ArrayValue.Builder builder = io.opentelemetry.proto.common.v1.ArrayValue.CODE
CRITICAL…emetryMetricRequestProcessorConverterRegistryTest.java72 assertDoesNotThrow(() -> proc.toMeter(com.google.common.collect.ImmutableMap.of()));CODE
CRITICAL…lking/oap/server/receiver/trace/mock/ServiceAMock.java33 static String DUBBO_ENDPOINT = "org.skywaking.apm.testcase.dubbo.services.GreetService.doBusiness()";CODE
25 more matches not shown…
Self-Referential Comments172 hits · 525 pts
SeverityFileLineSnippetContext
MEDIUMtest/e2e-v2/cases/activemq/activemq-cases.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/activemq/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/clickhouse/clickhouse-cases.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUM…ses/clickhouse/clickhouse-prometheus-endpoint/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/postgresql/postgresql-cases.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/postgresql/postgres-exporter/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/cluster/cluster-cases.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/cluster/zk/es/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/cluster/zk/banyandb/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/nodejs/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/go/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/ttl/ttl-cases.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/ttl/es/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/so11y/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/mariadb/mariadb-cases.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/mariadb/mariadb-slowsql/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/apisix/apisix-cases.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/apisix/otel-collector/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/virtual-genai/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/virtual-genai/virtual-genai.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/istio/metrics/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/istio/ambient-als/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/istio/als/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/python/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/flink/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/flink/flink-cases.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/redis/redis-cases.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/redis/redis-exporter/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/logql/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/mqe/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/win/win-cases.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/win/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/kong/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/kong/kong-cases.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/baseline/es/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/baseline/es/es-sharding/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/baseline/banyandb/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/rabbitmq/rabbitmq-cases.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/rabbitmq/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/php/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUM…2/cases/zipkin-virtual-genai/zipkin-virtual-genai.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/zipkin-virtual-genai/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/simple/ssl/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/simple/mtls/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/simple/auth/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/simple/jdk/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/mongodb/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/mongodb/mongodb-cases.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/lua/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/storage/opensearch/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/storage/postgres/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/storage/mysql/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/storage/es/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/storage/es/es-sharding/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/storage/banyandb/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/storage/banyandb/config/bydb-topn.yml16# This file is used to configure the TopN rules for BanyanDB in SkyWalking OAP server.COMMENT
MEDIUMtest/e2e-v2/cases/storage/banyandb/stages/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUMtest/e2e-v2/cases/storage/banyandb/tls/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
MEDIUM…t/e2e-v2/cases/storage/banyandb/auth-rotation/e2e.yaml59 # Create the file with the other identity the server accepts. Each retry rewrites the sameCOMMENT
MEDIUMtest/e2e-v2/cases/browser/e2e.yaml16# This file is used to show how to write configuration files and can be used to test.COMMENT
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Decorative Section Separators90 hits · 267 pts
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MEDIUMtest/e2e-v2/cases/storage/storage-cases.yaml158 # =====================================================================COMMENT
MEDIUMtest/e2e-v2/cases/storage/storage-cases.yaml168 # =====================================================================COMMENT
MEDIUM⚡…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml480 # ---------------------------------------------------------------------------COMMENT
MEDIUM⚡…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml482 # ---------------------------------------------------------------------------COMMENT
MEDIUM⚡…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml488 # ---------------------------------------------------------------------------COMMENT
MEDIUM⚡…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml490 # ---------------------------------------------------------------------------COMMENT
MEDIUM⚡…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml569 # -------------------------------------------------------------------------COMMENT
MEDIUM⚡…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml571 # -------------------------------------------------------------------------COMMENT
MEDIUM⚡…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml581 # -------------------------------------------------------------------------COMMENT
MEDIUM⚡…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml583 # -------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml34 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml36 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml70 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml75 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml219 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml222 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml290 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml301 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml313 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml323 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml376 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml390 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml431 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml433 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml444 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml454 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml518 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml522 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml534 # -------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml536 # -------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml551 # -------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/otel-collector-config.yaml553 # -------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/assert-collector-output.sh44# ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/assert-collector-output.sh50# ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/assert-collector-output.sh106# ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/assert-collector-output.sh111# ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/assert-collector-output.sh142# ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/otel-hostmetrics/assert-collector-output.sh145# ---------------------------------------------------------------------------COMMENT
MEDIUM…st/e2e-v2/cases/vm/otel-hostmetrics/otel-rules/vm.yaml33 # ---------------------------------------------------------------------------COMMENT
MEDIUM…st/e2e-v2/cases/vm/otel-hostmetrics/otel-rules/vm.yaml35 # ---------------------------------------------------------------------------COMMENT
MEDIUM…st/e2e-v2/cases/vm/otel-hostmetrics/otel-rules/vm.yaml262 # ---------------------------------------------------------------------------COMMENT
MEDIUM…st/e2e-v2/cases/vm/otel-hostmetrics/otel-rules/vm.yaml266 # ---------------------------------------------------------------------------COMMENT
MEDIUM…st/e2e-v2/cases/vm/otel-hostmetrics/otel-rules/vm.yaml279 # ---------------------------------------------------------------------------COMMENT
MEDIUM…st/e2e-v2/cases/vm/otel-hostmetrics/otel-rules/vm.yaml282 # ---------------------------------------------------------------------------COMMENT
MEDIUM…e-v2/cases/vm/otel-hostmetrics/otel-rules/windows.yaml27 # ---------------------------------------------------------------------------COMMENT
MEDIUM…e-v2/cases/vm/otel-hostmetrics/otel-rules/windows.yaml29 # ---------------------------------------------------------------------------COMMENT
MEDIUM…e-v2/cases/vm/otel-hostmetrics/otel-rules/windows.yaml163 # ---------------------------------------------------------------------------COMMENT
MEDIUM…e-v2/cases/vm/otel-hostmetrics/otel-rules/windows.yaml166 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/prometheus-node-exporter/otel-rules/vm.yaml33 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/prometheus-node-exporter/otel-rules/vm.yaml35 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/prometheus-node-exporter/otel-rules/vm.yaml262 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/prometheus-node-exporter/otel-rules/vm.yaml266 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/prometheus-node-exporter/otel-rules/vm.yaml279 # ---------------------------------------------------------------------------COMMENT
MEDIUM…2/cases/vm/prometheus-node-exporter/otel-rules/vm.yaml282 # ---------------------------------------------------------------------------COMMENT
MEDIUM…/e2e-v2/script/prepare/setup-e2e-shell/install-helm.sh3# ----------------------------------------------------------------------------COMMENT
MEDIUM…/e2e-v2/script/prepare/setup-e2e-shell/install-helm.sh20# ----------------------------------------------------------------------------COMMENT
MEDIUM…2e-v2/script/prepare/setup-e2e-shell/install-cilium.sh3# ----------------------------------------------------------------------------COMMENT
MEDIUM…2e-v2/script/prepare/setup-e2e-shell/install-cilium.sh20# ----------------------------------------------------------------------------COMMENT
MEDIUM…st/e2e-v2/script/prepare/setup-e2e-shell/install-yq.sh3# ----------------------------------------------------------------------------COMMENT
MEDIUM…st/e2e-v2/script/prepare/setup-e2e-shell/install-yq.sh20# ----------------------------------------------------------------------------COMMENT
30 more matches not shown…
Structural Annotation Overuse21 hits · 40 pts
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LOWtools/releasing/release.sh252# Step 1: Check GPG signerCOMMENT
LOWtools/releasing/release.sh301# Step 2: Check required toolsCOMMENT
LOWtools/releasing/release.sh319# Step 3: Detect current versionCOMMENT
LOWtools/releasing/release.sh332# Step 4: Calculate versionsCOMMENT
LOWtools/releasing/release.sh360# Step 5: Clone and buildCOMMENT
LOW⚡tools/releasing/release.sh381# Step 6: Upload to SVNCOMMENT
LOW⚡tools/releasing/release.sh386# Step 7: Generate vote emailCOMMENT
LOW⚡tools/releasing/release.sh391# Step 8: Next versionCOMMENT
LOWdocs/en/swip/SWIP-10/SWIP.md519### Step 1: Configure Envoy AI GatewayCOMMENT
LOWdocs/en/swip/SWIP-10/SWIP.md534### Step 2: Configure SkyWalking OAPCOMMENT
LOW⚡…ver/receiver/runtimerule/engine/lal/LalRuleEngine.java438 // Step 1: drop the partial new entries. Without this, recompiling the old DSL wouldCOMMENT
LOW⚡…ver/receiver/runtimerule/engine/lal/LalRuleEngine.java442 // Step 2: restore the old DSL. We need both an old applied (proves there WAS a priorCOMMENT
LOW…rver/core/profiling/trace/analyze/ProfileAnalyzer.java71 // Step 1: Try Java profile analysis first (original logic with time window)COMMENT
LOW…rver/core/profiling/trace/analyze/ProfileAnalyzer.java133 // Step 2: Fallback to Go profile analysis if Java found no dataCOMMENT
LOW⚡…ing/library/banyandb/v1/client/ITBanyanDBAuthTest.java56 // Step 1: prepare config file with 0600 permissionsCOMMENT
LOW⚡…ing/library/banyandb/v1/client/ITBanyanDBAuthTest.java64 // Step 2: create containerCOMMENT
LOW⚡…ywalking/oap/server/library/batchqueue/BatchQueue.java888 // Step 1: Snapshot and reset throughput countersCOMMENT
LOW⚡…ywalking/oap/server/library/batchqueue/BatchQueue.java894 // Step 2: Snapshot current ownershipCOMMENT
LOW⚡…ywalking/oap/server/library/batchqueue/BatchQueue.java919 // Step 3: Delegate to the configured balancerCOMMENT
LOW⚡…ywalking/oap/server/library/batchqueue/BatchQueue.java925 // Step 4: Diff — find partitions that changed ownerCOMMENT
LOW…ywalking/oap/server/library/batchqueue/BatchQueue.java939 // Step 5: Two-phase handoffCOMMENT
Verbosity Indicators19 hits · 37 pts
SeverityFileLineSnippetContext
LOWtools/releasing/release.sh252# Step 1: Check GPG signerCOMMENT
LOWtools/releasing/release.sh301# Step 2: Check required toolsCOMMENT
LOWtools/releasing/release.sh319# Step 3: Detect current versionCOMMENT
LOWtools/releasing/release.sh332# Step 4: Calculate versionsCOMMENT
LOWtools/releasing/release.sh360# Step 5: Clone and buildCOMMENT
LOW⚡tools/releasing/release.sh381# Step 6: Upload to SVNCOMMENT
LOW⚡tools/releasing/release.sh386# Step 7: Generate vote emailCOMMENT
LOW⚡tools/releasing/release.sh391# Step 8: Next versionCOMMENT
LOW⚡…ver/receiver/runtimerule/engine/lal/LalRuleEngine.java438 // Step 1: drop the partial new entries. Without this, recompiling the old DSL wouldCOMMENT
LOW⚡…ver/receiver/runtimerule/engine/lal/LalRuleEngine.java442 // Step 2: restore the old DSL. We need both an old applied (proves there WAS a priorCOMMENT
LOW…rver/core/profiling/trace/analyze/ProfileAnalyzer.java71 // Step 1: Try Java profile analysis first (original logic with time window)COMMENT
LOW…rver/core/profiling/trace/analyze/ProfileAnalyzer.java133 // Step 2: Fallback to Go profile analysis if Java found no dataCOMMENT
LOW⚡…ing/library/banyandb/v1/client/ITBanyanDBAuthTest.java56 // Step 1: prepare config file with 0600 permissionsCOMMENT
LOW⚡…ing/library/banyandb/v1/client/ITBanyanDBAuthTest.java64 // Step 2: create containerCOMMENT
LOW⚡…ywalking/oap/server/library/batchqueue/BatchQueue.java888 // Step 1: Snapshot and reset throughput countersCOMMENT
LOW⚡…ywalking/oap/server/library/batchqueue/BatchQueue.java894 // Step 2: Snapshot current ownershipCOMMENT
LOW⚡…ywalking/oap/server/library/batchqueue/BatchQueue.java919 // Step 3: Delegate to the configured balancerCOMMENT
LOW⚡…ywalking/oap/server/library/batchqueue/BatchQueue.java925 // Step 4: Diff — find partitions that changed ownerCOMMENT
LOW…ywalking/oap/server/library/batchqueue/BatchQueue.java939 // Step 5: Two-phase handoffCOMMENT
Fake / Example Data26 hits · 32 pts
SeverityFileLineSnippetContext
LOWdist-material/alarm-settings.yml104# - https://qyapi.weixin.qq.com/cgi-bin/webhook/send?key=dummy_keyCOMMENT
LOWdist-material/config-examples/alarm-settings.yml79# - https://qyapi.weixin.qq.com/cgi-bin/webhook/send?key=dummy_keyCOMMENT
LOWtest/e2e-v2/cases/envoy-ai-gateway/docker-compose.yml78 OPENAI_API_KEY: "dummy-key-not-used"CODE
LOWdocs/en/setup/backend/backend-alarm.md380 - https://qyapi.weixin.qq.com/cgi-bin/webhook/send?key=dummy_keyCODE
LOWdocs/en/setup/backend/backend-alarm.md406 - url: https://oapi.dingtalk.com/robot/send?access_token=dummy_tokenCODE
LOWdocs/en/setup/backend/backend-alarm.md436 - url: https://open.feishu.cn/open-apis/bot/v2/hook/dummy_tokenCODE
LOW…r/server-starter/src/main/resources/alarm-settings.yml109# - dummy_keyCOMMENT
LOW…r/server-starter/src/main/resources/alarm-settings.yml117# - dummy_keyCOMMENT
LOW…r/server-starter/src/main/resources/alarm-settings.yml131# - https://qyapi.weixin.qq.com/cgi-bin/webhook/send?key=dummy_keyCOMMENT
LOW…r/server-starter/src/main/resources/alarm-settings.yml144# - url: https://oapi.dingtalk.com/robot/send?access_token=dummy_tokenCOMMENT
LOW…r/server-starter/src/main/resources/alarm-settings.yml160# - url: https://open.feishu.cn/open-apis/bot/v2/hook/dummy_tokenCOMMENT
LOW…ver-alarm-plugin/src/test/resources/alarm-settings.yml118 - https://qyapi.weixin.qq.com/cgi-bin/webhook/send?key=dummy_keyCODE
LOW…ver-alarm-plugin/src/test/resources/alarm-settings.yml131 - url: https://oapi.dingtalk.com/robot/send?access_token=dummy_tokenCODE
LOW…ver-alarm-plugin/src/test/resources/alarm-settings.yml149 - url: https://open.feishu.cn/open-apis/bot/v2/hook/dummy_tokenCODE
LOW…ver-alarm-plugin/src/test/resources/alarm-settings.yml174 - dummy_keyCODE
LOW…ver-alarm-plugin/src/test/resources/alarm-settings.yml183 - dummy_keyCODE
LOW…ng/oap/server/core/alarm/provider/RulesReaderTest.java92 + " - dummy_key\n";CODE
LOW⚡…ng/oap/server/core/alarm/provider/RulesReaderTest.java141 assertThat(wechatSettings.getWebhooks().get(0)).isEqualTo("https://qyapi.weixin.qq.com/cgi-bin/webhook/send?key=CODE
LOW⚡…ng/oap/server/core/alarm/provider/RulesReaderTest.java148 assertThat(webHookUrls.get(0).getUrl()).isEqualTo("https://oapi.dingtalk.com/robot/send?access_token=dummy_tokenCODE
LOW⚡…ng/oap/server/core/alarm/provider/RulesReaderTest.java157 assertThat(feishuSettingsWebhooks.get(0).getUrl()).isEqualTo("https://open.feishu.cn/open-apis/bot/v2/hook/dummyCODE
LOW⚡…ng/oap/server/core/alarm/provider/RulesReaderTest.java166 assertEquals("dummy_key", pagerDutyIntegrationKeys.get(0));CODE
LOW…/alarm/provider/dingtalk/DingtalkHookCallbackTest.java81 webHooks.add(new DingtalkSettings.WebHookUrl("", "http://127.0.0.1:" + SERVER.httpPort() + "/dingtalkhook/receivCODE
LOW…/alarm/provider/dingtalk/DingtalkHookCallbackTest.java116 webHooks.add(new DingtalkSettings.WebHookUrl(secret, "http://127.0.0.1:" + SERVER.httpPort() + "/dingtalkhook/reCODE
LOW…core/alarm/provider/feishu/FeishuHookCallbackTest.java79 webHooks.add(new FeishuSettings.WebHookUrl("", "http://127.0.0.1:" + SERVER.httpPort() + "/feishuhook/receiveAlaCODE
LOW…core/alarm/provider/feishu/FeishuHookCallbackTest.java114 webHooks.add(new FeishuSettings.WebHookUrl(secret, "http://127.0.0.1:" + SERVER.httpPort() + "/feishuhook/receivCODE
LOW…core/alarm/provider/feishu/FeishuHookCallbackTest.java149 webHooks.add(new FeishuSettings.WebHookUrl(secret, "http://127.0.0.1:" + SERVER.httpPort() + "/feishuhook/receivCODE
AI Slop Vocabulary5 hits · 15 pts
SeverityFileLineSnippetContext
MEDIUMtest/e2e-v2/cases/runtime-rule/cluster/cluster-flow.sh38# Failures route to stderr so the e2e harness's stdout capture stays clean.COMMENT
MEDIUMtest/e2e-v2/cases/runtime-rule/meter/e2e.yaml25 # top of image pull + OAP boot. Deliberately generous: a harness timeout CANCELS theCOMMENT
MEDIUM…2e-v2/cases/runtime-rule/mal-storage/banyandb/e2e.yaml65 # minimal so the harness reports the script's pass/fail directly. A trailingCOMMENT
MEDIUMtest/e2e-v2/cases/alarm/alarm-cases.yaml57 # queryAlarms (11.0.0): comprehensive query API, entity-filtered to alarmsCOMMENT
MEDIUM…/server/storage/plugin/banyandb/stream/Conditions.java234 * recorded {@link #paginationStart}, so no scanning of the generated QL text is required (robust even if aCOMMENT
Excessive Try-Catch Wrapping4 hits · 6 pts
SeverityFileLineSnippetContext
LOWtest/e2e-v2/cases/browser/docker/test.py29 except Exception as e:CODE
MEDIUMtest/e2e-v2/cases/browser/docker/test.py26def test_screenshot():CODE
LOWtest/e2e-v2/script/python/openai-call.py37 except Exception as e:CODE
MEDIUMtest/e2e-v2/script/python/openai-call.py26def do_GET(self):CODE
Hyper-Verbose Identifiers5 hits · 5 pts
SeverityFileLineSnippetContext
LOWtest/e2e-v2/cases/python/provider-kafka.py31 class SimpleHTTPRequestHandler(BaseHTTPRequestHandler):CODE
LOWtest/e2e-v2/cases/python/provider.py30 class SimpleHTTPRequestHandler(BaseHTTPRequestHandler):CODE
LOWtest/e2e-v2/cases/python/consumer.py32 class SimpleHTTPRequestHandler(BaseHTTPRequestHandler):CODE
LOWtest/e2e-v2/cases/browser/docker/provider.py29 class SimpleHTTPRequestHandler(BaseHTTPRequestHandler):CODE
LOWtest/e2e-v2/script/python/openai-call.py24class AIRequestHandler(BaseHTTPRequestHandler):CODE
Cross-Language Confusion1 hit · 5 pts
SeverityFileLineSnippetContext
HIGHtest/e2e-v2/cases/airflow/cluster/dags/cluster_load.py33 bash_command=f"echo load-{index}-start && sleep 75 && echo load-{index}-done",CODE
Redundant / Tautological Comments3 hits · 4 pts
SeverityFileLineSnippetContext
LOW…e2e-v2/script/prepare/setup-e2e-shell/install-swctl.sh36 # Check if the installed version is correctCOMMENT
LOWbenchmarks/cases/thread-analysis/run.sh359 # Check if counts differ across podsCOMMENT
LOW.github/workflows/skywalking.yaml108 # Check if anything related to Actual code / CI(functional testing) is changedCOMMENT
Slop Phrases2 hits · 4 pts
SeverityFileLineSnippetContext
LOW…vm/prometheus-node-exporter/otel-collector-config.yaml20 - job_name: "vm-monitoring" # make sure to use this in the vm.yaml to filter only VM metricsCODE
MEDIUM…rver/server-starter/src/main/resources/application.yml388 # the available variables are `pod`, `service`, f.e., you can use `${service.metadata.name}-${pod.metadata.labels.veCOMMENT
Modern AI Meta-Vocabulary1 hit · 2 pts
SeverityFileLineSnippetContext
MEDIUMdocs/en/swip/SWIP-10/SWIP.md13This is complementary to [PR #13745](https://github.com/apache/skywalking/pull/13745) (agent-based Virtual GenAICODE
Example Usage Blocks1 hit · 2 pts
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LOWbenchmarks/cases/thread-analysis/run.sh22# Usage:COMMENT