2.7

Adjusted Signal

2.7

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

9.5K

Stars

Language

1.0M

Lines of Code

2.7K

Files

2.5K

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

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

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 11.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2448 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 3 finding(s).

Agent Over-Engineering Ratio 1.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 90 finding(s).

PR Review Velocity Impact 12.9/100 · LOW

Which changes need focused human review? 2541 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 1HIGH 0MEDIUM 136LOW 2404

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 2541 distinct pattern matches across 11 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 Block2327 hits · 2207 pts

Severity	File	Line	Snippet	Context
LOW	revive.toml	81	# [rule.get-return] # existing failures are intentional + desirable, but in principle it's a fine idea	COMMENT
LOW	revive.toml	101	# [rule.line-length-limit] # too arbitrary	COMMENT
LOW	cmd/bench/main.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	cmd/tools/cli/main.go	1	// Copyright (c) 2017 Uber Technologies, Inc.	COMMENT
LOW	cmd/tools/cassandra/main.go	1	// Copyright (c) 2017 Uber Technologies, Inc.	COMMENT
LOW	cmd/tools/sql/main.go	1	// Copyright (c) 2017 Uber Technologies, Inc.	COMMENT
LOW	cmd/canary/main.go	1	// Copyright (c) 2019 Uber Technologies, Inc.	COMMENT
LOW	cmd/server/main.go	1	// Copyright (c) 2019 Uber Technologies, Inc.	COMMENT
LOW	cmd/server/cadence/cadence_test.go	1	// Copyright (c) 2017 Uber Technologies, Inc.	COMMENT
LOW	cmd/server/cadence/fx_test.go	1	// The MIT License (MIT)	COMMENT
LOW	cmd/server/cadence/cadence.go	1	// Copyright (c) 2017 Uber Technologies, Inc.	COMMENT
LOW	bench/worker.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/load/cancellation/workflow.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/load/timer/timerWorkflow.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/load/timer/launchWorkflow.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/load/basic/launchWorkflow.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/load/basic/stressWorkflow.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/load/common/activities.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/load/common/constants.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/load/common/helpers.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/load/concurrentexec/batchWorkflow.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/load/concurrentexec/launchWorkflow.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/load/signal/workflow.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/load/cron/workflow.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/lib/config.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/lib/config.go	161	// MaxTimerLatencyInSeconds specifies the maximum latency for the first timer in the workflow	COMMENT
LOW	bench/lib/metrics.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/lib/types.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/lib/client.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/lib/context.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	bench/lib/config_test.go	1	// Copyright (c) 2017-2021 Uber Technologies Inc.	COMMENT
LOW	tools/linter/funcorder/analyzer.go	1	// The MIT License (MIT)	COMMENT
LOW	tools/linter/funcorder/cmd/funcorder/main.go	1	// The MIT License (MIT)	COMMENT
LOW	tools/mcp/main.go	1	// The MIT License (MIT)	COMMENT
LOW	tools/cli/render.go	1	// Copyright (c) 2022 Uber Technologies, Inc.	COMMENT
LOW	tools/cli/app_test.go	1	// Copyright (c) 2017 Uber Technologies, Inc.	COMMENT
LOW	tools/cli/domain.go	1	// Copyright (c) 2017 Uber Technologies, Inc.	COMMENT
LOW	tools/cli/schedule_commands.go	1	// Copyright (c) 2026 Uber Technologies, Inc.	COMMENT
LOW	tools/cli/admin_failover_commands_test.go	1	// Copyright (c) 2017-2020 Uber Technologies Inc.	COMMENT
LOW	tools/cli/admin_config_store_commands_test.go	1	// The MIT License (MIT)	COMMENT
LOW	tools/cli/utils_test.go	1	// Copyright (c) 2022 Uber Technologies, Inc.	COMMENT
LOW	tools/cli/task_list_commands.go	1	// Copyright (c) 2017 Uber Technologies, Inc.	COMMENT
LOW	tools/cli/histogram_test.go	1	// The MIT License (MIT)	COMMENT
LOW	tools/cli/admin_timers.go	1	// The MIT License (MIT)	COMMENT
LOW	tools/cli/defs.go	1	// Copyright (c) 2017 Uber Technologies, Inc.	COMMENT
LOW	tools/cli/admin_cluster_commands_test.go	1	// The MIT License (MIT)	COMMENT
LOW	tools/cli/admin_elastic_search_commands.go	1	// Copyright (c) 2017 Uber Technologies, Inc.	COMMENT
LOW	tools/cli/isolation-groups.go	1	// Copyright (c) 2017 Uber Technologies, Inc.	COMMENT
LOW	tools/cli/admin_db_clean_command.go	1	// The MIT License (MIT)	COMMENT
LOW	tools/cli/schedule_commands_test.go	1	// Copyright (c) 2026 Uber Technologies, Inc.	COMMENT
LOW	tools/cli/domain_migration_command.go	1	// The MIT License (MIT)	COMMENT
LOW	tools/cli/factory.go	1	// Copyright (c) 2017 Uber Technologies, Inc.	COMMENT
LOW	tools/cli/workflow_batch_commands_test.go	1	// Copyright (c) 2017 Uber Technologies, Inc.	COMMENT
LOW	tools/cli/domain_utils.go	1	// Copyright (c) 2019 Uber Technologies, Inc.	COMMENT
LOW	tools/cli/domain_migration_command_test.go	1	// The MIT License (MIT)	COMMENT
LOW	tools/cli/isolation_groups_test.go	1	// The MIT License (MIT)	COMMENT
LOW	tools/cli/admin_commands.go	1	// Copyright (c) 2017-2020 Uber Technologies Inc.	COMMENT
LOW	tools/cli/admin_db_decode_thrift_test.go	1	// The MIT License (MIT)	COMMENT
LOW	tools/cli/workflow_batch_commands.go	1	// Copyright (c) 2017 Uber Technologies, Inc.	COMMENT
LOW	tools/cli/admin_commands_test.go	1	// The MIT License (MIT)	COMMENT
2267 more matches not shown…

Decorative Section Separators90 hits · 268 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	537	// ┌───────────────────┐ ┌───────────────────┐ ┌────────────────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	543	// └───────────────────┘ └───────────────────┘ └────────────────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	545	// ┌───────────────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	549	// └─────────┬─────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	551	// ┼───────────────────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	552	// ┌─────────▼─────────┐ ┌─────────▼─────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	556	// └─────────┬─────────┘ └─────────┬─────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	557	// ┌────────────────────────┤ │	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	559	// ┌─────────▼─────────┐ ┌─────────▼─────────┐ ┌─────────▼─────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	563	// └─────────┬─────────┘ └─────────┬─────────┘ └─────────┬─────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	566	// ┌─────────▼─────────┐ ┌─────────▼─────────┐ ┌─────────▼─────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	570	// └───────────────────┘ └───────────────────┘ └───────────────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	578	// ┌───────────────────┐ ┌─ ─ ─ ─ ─ ─ ─ ─ ─ ─┐ ┌────────────────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	584	// └───────────────────┘ └─ ─ ─ ─ ─ ─ ─ ─ ─ ─┘ └────────────────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	587	// ┌───────────────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	591	// └─────────┬─────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	593	// ┼───────────────────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	594	// ┌─────────▼─────────┐ ┌─────────▼─────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	598	// └─────────┬─────────┘ └─────────┬─────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	599	// ┌────────────────────────┤ │	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	601	// ┌─────────▼─────────┐ ┌─ ─ ─ ─ ─▼ ─ ─ ─ ─ ┐ ┌─────────▼─────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	605	// └─────────┬─────────┘ └─ ─ ─ ─ ─┐ ─ ─ ─ ─ ┘ └─────────┬─────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	608	// ┌─────────▼─────────┐ ┌─ ─ ─ ─ ─▼ ─ ─ ─ ─ ┐ ┌─────────▼─────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	612	// └───────────────────┘ └─ ─ ─ ─ ── ─ ─ ─ ─ ┘ └───────────────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	694	// ┌───────────────────┐ ┌─ ─ ─ ─ ─ ─ ─ ─ ─ ─┐ ┌────────────────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	700	// └───────────────────┘ └─ ─ ─ ─ ─ ─ ─ ─ ─ ─┘ └────────────────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	704	// ┌───────────────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	708	// └─────────┬─────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	710	// ┼─────────────────────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	711	// ┌─────────▼─────────┐ ┌─────────▼─────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	715	// └─────────┬─────────┘ └─────────┬─────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	716	// ┌────────────────────────┘ │	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	718	// ┌─────────▼─────────┐ ┌─────────▼─────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	722	// └─────────┬─────────┘ └─────────┬─────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	725	// ┌─────────▼─────────┐ ┌─────────▼─────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	729	// └───────────────────┘ └───────────────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	736	// ┌───────────────────┐ ┌─ ─ ─ ─ ─ ─ ─ ─ ─ ─┐ ┌─ ─ ─ ─ ─ ─ ─ ─ ─ ─┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	742	// └───────────────────┘ └─ ─ ─ ─ ─ ─ ─ ─ ─ ─┘ └─ ─ ─ ─ ─ ─ ─ ─ ─ ─┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	745	// ┌───────────────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	749	// └─────────┬─────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	752	// ┌─────────▼─────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	756	// └─────────┬─────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	757	// ┌────────────────────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	759	// ┌─────────▼─────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	763	// └─────────┬─────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	766	// ┌─────────▼─────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	770	// └───────────────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	858	// ┌─ ─ ─ ─ ─ ─ ─ ─ ─ ─┐ ┌───────────────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	864	// └─ ─ ─ ─ ─ ─ ─ ─ ─ ─┘ └───────────────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	869	// ┌───────────────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	873	// └─────────┬─────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	875	// ┌─────────┼─────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	879	// └─────────┬─────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	880	// ┼────────────────────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	883	// ┌─────────▼─────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	887	// └─────────┬─────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	890	// ┌─────────▼─────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	894	// └───────────────────┘	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	1011	// ┌───────────────────┐ ┌───────────────────┐ ┌────────────────────┐	COMMENT
MEDIUM⚡	common/persistence/nosql/nosql_history_store_test.go	1017	// └───────────────────┘ └───────────────────┘ └────────────────────┘	COMMENT
30 more matches not shown…

Self-Referential Comments38 hits · 112 pts

Severity	File	Line	Snippet	Context
MEDIUM	docker/dev/cassandra-opensearch-kafka.yml	30	OPENSEARCH_HOSTS: '["http://opensearch:9200"]' # Define the OpenSearch nodes that OpenSearch Dashboards will query	CODE
MEDIUM	docker/dev/cassandra-opensearch-kafka-migration.yml	36	OPENSEARCH_HOSTS: '["https://opensearch:9200"]' # Define the OpenSearch nodes that OpenSearch Dashboards will quer	CODE
MEDIUM	…_simulation_activeactive_same_wfid_signalwithstart.yml	1	# This file is used as dynamicconfig override for "activeactive_same_wfid_signalwithstart" replication simulation scenar	COMMENT
MEDIUM	…lication_simulation_activeactive_regional_failover.yml	1	# This file is used as dynamicconfig override for "activeactive_regional_failover" replication simulation scenario confi	COMMENT
MEDIUM	…onfig/replication_simulation_activityretryfailover.yml	1	# This file is used as dynamicconfig override for "activityretryfailover" replication simulation scenario configured via	COMMENT
MEDIUM	…on_activeactive_signalwithstart_terminateifrunning.yml	1	# This file is used as dynamicconfig override for "activeactive" replication simulation scenario configured via simulati	COMMENT
MEDIUM	…n_simulation_activeactive_start_terminateifrunning.yml	1	# This file is used as dynamicconfig override for "activeactive" replication simulation scenario configured via simulati	COMMENT
MEDIUM	config/dynamicconfig/replication_simulation_reset.yml	1	# This file is used as dynamicconfig override for "reset" replication simulation scenario configured via simulation/repl	COMMENT
MEDIUM	…icconfig/replication_simulation_activeactive_child.yml	1	# This file is used as dynamicconfig override for "activeactive" replication simulation scenario configured via simulati	COMMENT
MEDIUM	…plication_simulation_activepassive_to_activeactive.yml	1	# This file is used as dynamicconfig override for "activepassive_to_activeactive" replication simulation scenario config	COMMENT
MEDIUM	…micconfig/replication_simulation_activeactive_cron.yml	1	# This file is used as dynamicconfig override for "activeactive_cron" replication simulation scenario configured via sim	COMMENT
MEDIUM	…_simulation_activeactive_invalid_cluster_attribute.yml	1	# This file is used as dynamicconfig override for "activeactive" replication simulation scenario configured via simulati	COMMENT
MEDIUM	…n_activeactive_regional_failover_start_same_wfid_2.yml	1	# This file is used as dynamicconfig override for "activeactive_regional_failover_start_same_wfid_2" replication simulat	COMMENT
MEDIUM	…/dynamicconfig/replication_simulation_activeactive.yml	1	# This file is used as dynamicconfig override for "activeactive" replication simulation scenario configured via simulati	COMMENT
MEDIUM	…icconfig/replication_simulation_clusterredirection.yml	1	# This file is used as dynamicconfig override for "clusterredirection" replication simulation scenario configured via si	COMMENT
MEDIUM	…nfig/replication_simulation_activeactive_same_wfid.yml	1	# This file is used as dynamicconfig override for "activeactive" replication simulation scenario configured via simulati	COMMENT
MEDIUM	…ynamicconfig/replication_simulation_budget_manager.yml	1	# This file is used as dynamicconfig override for "budget_manager" replication simulation scenario	COMMENT
MEDIUM	…ion_activeactive_regional_failover_start_same_wfid.yml	1	# This file is used as dynamicconfig override for "activeactive_regional_failover_start_same_wfid" replication simulatio	COMMENT
MEDIUM	…ion_activeactive_same_wfid_signalwithstart_delayed.yml	1	# This file is used as dynamicconfig override for "activeactive_same_wfid_signalwithstart_delayed" replication simulatio	COMMENT
MEDIUM	config/dynamicconfig/replication_simulation_default.yml	1	# This file is used as dynamicconfig override for "default" replication simulation scenario configured via simulation/re	COMMENT
MEDIUM	…estdata/replication_simulation_clusterredirection.yaml	1	# This file is a replication simulation scenario spec.	COMMENT
MEDIUM	…estdata/replication_simulation_activeactive_child.yaml	1	# This file is a replication simulation scenario spec.	COMMENT
MEDIUM	…tion/testdata/replication_simulation_activeactive.yaml	1	# This file is a replication simulation scenario spec.	COMMENT
MEDIUM	…lication_simulation_activepassive_to_activeactive.yaml	1	# This file is a replication simulation scenario spec.	COMMENT
MEDIUM	…on_activeactive_regional_failover_start_same_wfid.yaml	1	# This file is a replication simulation scenario spec.	COMMENT
MEDIUM	…_simulation_activeactive_start_terminateifrunning.yaml	1	# This file is a replication simulation scenario spec.	COMMENT
MEDIUM	…simulation_activeactive_invalid_cluster_attribute.yaml	1	# This file is a replication simulation scenario spec.	COMMENT
MEDIUM	…on/testdata/replication_simulation_budget_manager.yaml	1	# This file is a replication simulation scenario spec for testing the budget manager.	COMMENT
MEDIUM	…_activeactive_regional_failover_start_same_wfid_2.yaml	1	# This file is a replication simulation scenario spec.	COMMENT
MEDIUM	…testdata/replication_simulation_activeactive_cron.yaml	1	# This file is a replication simulation scenario spec.	COMMENT
MEDIUM	…plication/testdata/replication_simulation_default.yaml	1	# This file is a replication simulation scenario spec.	COMMENT
MEDIUM	…ication_simulation_activeactive_regional_failover.yaml	1	# This file is a replication simulation scenario spec.	COMMENT
MEDIUM	…replication/testdata/replication_simulation_reset.yaml	1	# This file is a replication simulation scenario spec.	COMMENT
MEDIUM	…n_activeactive_signalwithstart_terminateifrunning.yaml	1	# This file is a replication simulation scenario spec.	COMMENT
MEDIUM	…ata/replication_simulation_activeactive_same_wfid.yaml	1	# This file is a replication simulation scenario spec.	COMMENT
MEDIUM	…simulation_activeactive_same_wfid_signalwithstart.yaml	1	# This file is a replication simulation scenario spec.	COMMENT
MEDIUM	…on_activeactive_same_wfid_signalwithstart_delayed.yaml	1	# This file is a replication simulation scenario spec.	COMMENT
MEDIUM	…data/replication_simulation_activityretryfailover.yaml	1	# This file is a replication simulation scenario spec.	COMMENT

Structural Annotation Overuse42 hits · 76 pts

Severity	File	Line	Snippet	Context
LOW	.gitar/rules/blank-imports-library.md	29	### Step 1: Identify Go files with blank imports	COMMENT
LOW	.gitar/rules/blank-imports-library.md	47	### Step 2: Categorize by location	COMMENT
LOW	.gitar/rules/blank-imports-library.md	62	### Step 3: Identify common violating patterns	COMMENT
LOW	.gitar/rules/blank-imports-library.md	81	### Step 4: Check if moved to main.go	COMMENT
LOW	.gitar/rules/architecture-separation.md	25	### Step 1: Check for new initialization logic in cmd/server	COMMENT
LOW	.gitar/rules/architecture-separation.md	56	### Step 2: Identify changes to service/* packages	COMMENT
LOW	.gitar/rules/architecture-separation.md	63	### Step 3: Check for hard-coded infrastructure types in service/*	COMMENT
LOW	.gitar/rules/architecture-separation.md	85	### Step 4: Check for environment-based conditionals in service/*	COMMENT
LOW⚡	.gitar/rules/assign-maintainer-reviewer.md	18	### Step 1: Identify the PR author	COMMENT
LOW⚡	.gitar/rules/assign-maintainer-reviewer.md	22	### Step 2: Build the maintainer list from MAINTAINERS.md	COMMENT
LOW⚡	.gitar/rules/assign-maintainer-reviewer.md	26	### Step 3: Check if the author is a maintainer	COMMENT
LOW⚡	.gitar/rules/assign-maintainer-reviewer.md	32	### Step 4: Assign a maintainer (for non-maintainer PRs only)	COMMENT
LOW	.gitar/rules/assign-maintainer-reviewer.md	48	### Step 5: Post a welcome comment (for non-maintainer PRs only)	COMMENT
LOW	.gitar/rules/no-license-headers.md	22	### Step 1: Identify Go files with license headers	COMMENT
LOW	.gitar/rules/no-license-headers.md	33	### Step 2: Distinguish headers from legitimate references	COMMENT
LOW	.gitar/rules/daemon-v2-migration.md	39	### Step 1: Check if PR modifies files that use common.Daemon	COMMENT
LOW	.gitar/rules/daemon-v2-migration.md	49	### Step 2: Determine migration scope	COMMENT
LOW	.gitar/rules/daemon-v2-migration.md	61	### Step 3: Provide migration guidance	COMMENT
LOW⚡	.gitar/rules/restrict-workflow-changes.md	23	### Step 1: Get the list of changed files	COMMENT
LOW⚡	.gitar/rules/restrict-workflow-changes.md	30	### Step 2: Check author against CODEOWNERS	COMMENT
LOW⚡	.gitar/rules/restrict-workflow-changes.md	36	### Step 3: Report when a non-maintainer touches workflow files	COMMENT
LOW	.gitar/rules/issue-linking-required.md	95	### Step 1: Check Skip Conditions	COMMENT
LOW	.gitar/rules/issue-linking-required.md	107	### Step 2: Search for Issue Links	COMMENT
LOW	.gitar/rules/issue-linking-required.md	119	### Step 3: Report Status	COMMENT
LOW	docs/howtos/update-dynamic-config.md	57	### Step 1: List Current Config Values	COMMENT
LOW	docs/howtos/update-dynamic-config.md	92	### Step 2: Get Effective Value for a Domain	COMMENT
LOW	docs/howtos/update-dynamic-config.md	111	### Step 3: Update Config Values	COMMENT
LOW	docs/howtos/update-dynamic-config.md	206	### Step 4: Verify the Update	COMMENT
LOW	docs/howtos/update-dynamic-config.md	225	### Step 5: Restore to Defaults (if needed)	COMMENT
LOW⚡	common/persistence/history_manager_test.go	1567	// Step 1: Serialize the token	COMMENT
LOW⚡	common/persistence/history_manager_test.go	1571	// Step 2: Deserialize the token back	COMMENT
LOW⚡	common/persistence/history_manager_test.go	1575	// Step 3: Compare the original token with the deserialized token	COMMENT
LOW⚡	common/persistence/elasticsearch/es_visibility_store.go	644	// Step 1: Convert with elasticsql for the non-LIKE portion	COMMENT
LOW⚡	common/persistence/elasticsearch/es_visibility_store.go	653	// Step 2: Replace dummy nodes with wildcard queries in-place	COMMENT
LOW	common/task/iwrr_node.go	254	// Step 1: Take snapshot of children with read lock	COMMENT
LOW⚡	common/task/iwrr_node.go	268	// Step 2: Cleanup children WITHOUT holding parent lock	COMMENT
LOW⚡	common/task/iwrr_node.go	277	// Step 3: Fast path if no children need removal	COMMENT
LOW⚡	common/task/iwrr_node.go	282	// Step 4: Acquire write lock only when we need to modify	COMMENT
LOW	service/worker/domaindeprecation/workflow.go	82	// Step 1: Check for active pollers (skipped when Force is set)	COMMENT
LOW⚡	service/worker/domaindeprecation/workflow.go	94	// Step 2: Activity disables archival	COMMENT
LOW⚡	service/worker/domaindeprecation/workflow.go	104	// Step 3: Deprecate a domain	COMMENT
LOW⚡	service/worker/domaindeprecation/workflow.go	114	// Step 4: Start child batch workflow to terminate open workflows of a domain	COMMENT

AI Slop Vocabulary8 hits · 32 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	docker/docker-compose-unleash.yml	3	# and common/dynamicconfig/openfeatureprovider/unleash).	COMMENT
MEDIUM⚡	docker/docker-compose-unleash.yml	11	# docker compose -f docker-compose-unleash.yml up --build	COMMENT
MEDIUM⚡	docker/docker-compose-unleash.yml	21	# OpenFeature/Unleash client from ./unleash/bootstrap.json on startup (see	COMMENT
MEDIUM⚡	docker/docker-compose-unleash.yml	22	# UNLEASH_BOOTSTRAP_FILE and common/dynamicconfig/openfeatureprovider/unleash's	COMMENT
MEDIUM⚡	docker/docker-compose-unleash.yml	24	# even before the unleash service itself finishes starting.	COMMENT
MEDIUM	docker/docker-compose-unleash.yml	74	# Backend/server-side token the Go client (via our openfeatureprovider/unleash	COMMENT
MEDIUM	common/config/config.go	403	// To have a seamless failover experience, cluster should use this forwarding option to forward those APIs to the activ	COMMENT
MEDIUM	common/config/config.go	438	// Usage recommendation: when enabling XDC(global domain) feature, either "all-domain-apis-forwarding" or "selected-ap	COMMENT

Verbosity Indicators14 hits · 29 pts

Severity	File	Line	Snippet	Context
LOW	common/archiver/historyIterator.go	219	// We need to check if there's more history batches.	COMMENT
LOW⚡	common/persistence/history_manager_test.go	1567	// Step 1: Serialize the token	COMMENT
LOW⚡	common/persistence/history_manager_test.go	1571	// Step 2: Deserialize the token back	COMMENT
LOW⚡	common/persistence/history_manager_test.go	1575	// Step 3: Compare the original token with the deserialized token	COMMENT
LOW⚡	common/persistence/elasticsearch/es_visibility_store.go	644	// Step 1: Convert with elasticsql for the non-LIKE portion	COMMENT
LOW⚡	common/persistence/elasticsearch/es_visibility_store.go	653	// Step 2: Replace dummy nodes with wildcard queries in-place	COMMENT
LOW	common/task/iwrr_node.go	254	// Step 1: Take snapshot of children with read lock	COMMENT
LOW⚡	common/task/iwrr_node.go	268	// Step 2: Cleanup children WITHOUT holding parent lock	COMMENT
LOW⚡	common/task/iwrr_node.go	277	// Step 3: Fast path if no children need removal	COMMENT
LOW⚡	common/task/iwrr_node.go	282	// Step 4: Acquire write lock only when we need to modify	COMMENT
LOW	service/worker/domaindeprecation/workflow.go	82	// Step 1: Check for active pollers (skipped when Force is set)	COMMENT
LOW⚡	service/worker/domaindeprecation/workflow.go	94	// Step 2: Activity disables archival	COMMENT
LOW⚡	service/worker/domaindeprecation/workflow.go	104	// Step 3: Deprecate a domain	COMMENT
LOW⚡	service/worker/domaindeprecation/workflow.go	114	// Step 4: Start child batch workflow to terminate open workflows of a domain	COMMENT

Redundant / Tautological Comments9 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	docker/docker-compose-custom-config.yml	54	# Set this to use a custom config file instead of config_template.yaml	COMMENT
LOW	scripts/test_multicluster_domain_workflow.sh	109	# Check if domain is global	COMMENT
LOW	scripts/test_multicluster_domain_workflow.sh	214	# Check if metric value is greater than 0	COMMENT
LOW	scripts/test_multicluster_domain_workflow.sh	230	# Check if we can find evidence of metric increments in logs or responses	COMMENT
LOW	scripts/test_multicluster_domain_workflow.sh	298	# Check if domain is global (required for forwarding)	COMMENT
LOW⚡	scripts/test_multicluster_domain_workflow.sh	315	# Check if domain is global domain	COMMENT
LOW⚡	scripts/test_multicluster_domain_workflow.sh	323	# Check if auto-forwarding would be enabled (global domains typically have this enabled)	COMMENT
LOW⚡	scripts/test_multicluster_domain_workflow.sh	327	# Check if we're dealing with multi-cluster domain	COMMENT
LOW⚡	scripts/test_multicluster_domain_workflow.sh	333	# Check if DescribeWorkflowExecution was called (which would trigger the function)	COMMENT

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	service/history/queuev2/queue_scheduled.go	224	q.timerGate.Update(q.base.newVirtualSliceState.Range.InclusiveMinTaskKey.GetScheduledTime())	CODE

Example Usage Blocks6 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	docker/docker-compose-custom-config.yml	4	# Usage:	COMMENT
LOW	docker/docker-compose-local.override.yaml	4	# Usage:	COMMENT
LOW	simulation/matching/run.sh	5	# Usage:	COMMENT
LOW	simulation/history/run.sh	5	# Usage:	COMMENT
LOW	simulation/replication/run.sh	5	# Usage:	COMMENT
LOW	common/types/mapper/testutils/fuzz_mapper.go	127	// Example usage:	COMMENT

TODO Padding4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	common/mapq/dispatcher/dispatcher.go	71	// TODO: implement	COMMENT
LOW	common/persistence/sql/sql_execution_store_util.go	714	// TODO: implement creating tasks for other categories	COMMENT
LOW	common/persistence/sql/sql_execution_store_util.go	730	// TODO: implement creating tasks for other categories	COMMENT
LOW	service/history/queue/transfer_queue_validator.go	139	// TODO: implement an event logger for queue processor and dump all events when this validation fails.	COMMENT

Fake / Example Data2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	common/types/testdata/schedule.go	271	Identity: "user@example.com",	CODE
LOW	common/authorization/oauthAuthorizer_test.go	92	Actor: "John Doe",	CODE

cadence-workflow/cadence

Open-Source Code Quality, Security and Technical Debt Review