2.0

Adjusted Signal

2.0

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

2.1K

Stars

Dart

Language

530.1K

Lines of Code

2.1K

Files

291

Pattern Hits

2026-10-31

Scan Date

0.04

HC Hit Rate

Risk Review · Payload v1

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

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

Cognitive Ownership Risk 2.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 177 finding(s).

Hallucinated Dependency & Supply Chain Risk 7.0/100 · LOW

Are imports declared and package/API names verified? 94 finding(s).

Agent Over-Engineering Ratio 1.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 113 finding(s).

PR Review Velocity Impact 9.1/100 · LOW

Which changes need focused human review? 291 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 70HIGH 10MEDIUM 18LOW 193

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 291 distinct pattern matches across 19 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hallucination Indicators70 hits · 728 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	77	val call = cn.com.omnimind.baselib.llm.AssistantToolCall(id = "t1", type = "function",	CODE
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	78	function = cn.com.omnimind.baselib.llm.AssistantToolCallFunction(name = name, arguments = "{}"))	CODE
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	133	cn.com.omnimind.baselib.llm.AssistantToolCall(id = id, type = "function",	CODE
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	134	function = cn.com.omnimind.baselib.llm.AssistantToolCallFunction(name = "file_read", arguments = "{}	CODE
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	160	val call = cn.com.omnimind.baselib.llm.AssistantToolCall(id = "restored-$index", type = "function",	CODE
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	161	function = cn.com.omnimind.baselib.llm.AssistantToolCallFunction(name = "file_read", arguments = "{}"))	CODE
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	176	val conversation = cn.com.omnimind.baselib.database.Conversation(id = 42, title = "test", promptTokenThreshold =	CODE
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	210	val call = cn.com.omnimind.baselib.llm.AssistantToolCall(id = "r$i", type = "function",	CODE
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	211	function = cn.com.omnimind.baselib.llm.AssistantToolCallFunction(name = "file_read", arguments = "{}"))	CODE
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	239	val call=cn.com.omnimind.baselib.llm.AssistantToolCall(id=id,type="function",	CODE
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	240	function=cn.com.omnimind.baselib.llm.AssistantToolCallFunction(name="custom_page",arguments="{}"))	CODE
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	268	val call = cn.com.omnimind.baselib.llm.AssistantToolCall(id=id,type="function",	CODE
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	269	function=cn.com.omnimind.baselib.llm.AssistantToolCallFunction(name=name,arguments="{}"))	CODE
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	359	val conversation = cn.com.omnimind.baselib.database.Conversation(	CODE
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	361	val entry = cn.com.omnimind.baselib.database.AgentConversationEntry(	CODE
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	401	val conversation = cn.com.omnimind.baselib.database.Conversation(id = 42, title = "test")	CODE
CRITICAL	…ind/bot/agent/AgentConversationContextCompactorTest.kt	434	val conversation = cn.com.omnimind.baselib.database.Conversation(id = 42, title = "test")	CODE
CRITICAL	…omnimind/bot/agent/XiaowanAcpPresentationBridgeTest.kt	54	val call = cn.com.omnimind.bot.agent.AssistantToolCall(	CODE
CRITICAL	…omnimind/bot/agent/XiaowanAcpPresentationBridgeTest.kt	56	function = cn.com.omnimind.bot.agent.AssistantToolCallFunction("file_write", "{\"content\":\"<html>"),	CODE
CRITICAL	…/com/omnimind/bot/agent/HttpControllerResponsesTest.kt	302	cn.com.omnimind.baselib.llm.AssistantToolCall(	CODE
CRITICAL	…/com/omnimind/bot/agent/HttpControllerResponsesTest.kt	304	function = cn.com.omnimind.baselib.llm.AssistantToolCallFunction(	CODE
CRITICAL	…/com/omnimind/bot/agent/HttpControllerResponsesTest.kt	670	cn.com.omnimind.baselib.llm.DeepSeekProvider.requestCapabilities(	CODE
CRITICAL⚡	…va/cn/com/omnimind/bot/agent/HttpAgentLlmClientTest.kt	176	thinking = cn.com.omnimind.baselib.llm.ChatCompletionThinking(type = "enabled"),	CODE
CRITICAL⚡	…va/cn/com/omnimind/bot/agent/HttpAgentLlmClientTest.kt	179	cn.com.omnimind.baselib.llm.ChatCompletionTool(	CODE
CRITICAL⚡	…va/cn/com/omnimind/bot/agent/HttpAgentLlmClientTest.kt	180	function = cn.com.omnimind.baselib.llm.ChatCompletionFunction(	CODE
CRITICAL	…va/cn/com/omnimind/bot/agent/HttpAgentLlmClientTest.kt	727	thinking = cn.com.omnimind.baselib.llm.ChatCompletionThinking(type = "enabled"),	CODE
CRITICAL	…va/cn/com/omnimind/bot/agent/HttpAgentLlmClientTest.kt	1368	private fun simpleRequest() = cn.com.omnimind.baselib.llm.ChatCompletionRequest(	CODE
CRITICAL	…va/cn/com/omnimind/bot/agent/HttpAgentLlmClientTest.kt	1370	cn.com.omnimind.baselib.llm.ChatCompletionMessage(	CODE
CRITICAL⚡	…mind/bot/agent/AgentHistoryToolOutputProjectionTest.kt	73	cn.com.omnimind.baselib.llm.ChatCompletionMessage(role = "assistant", toolCalls = listOf(	CODE
CRITICAL⚡	…mind/bot/agent/AgentHistoryToolOutputProjectionTest.kt	74	cn.com.omnimind.baselib.llm.AssistantToolCall(id = "call-a", function =	CODE
CRITICAL⚡	…mind/bot/agent/AgentHistoryToolOutputProjectionTest.kt	75	cn.com.omnimind.baselib.llm.AssistantToolCallFunction(name = "file_read", arguments = "{}")))),	CODE
CRITICAL⚡	…mind/bot/agent/AgentHistoryToolOutputProjectionTest.kt	76	cn.com.omnimind.baselib.llm.ChatCompletionMessage(role = "tool", toolCallId = "call-a"),	CODE
CRITICAL	…mnimind/bot/agent/runtime/LocalAcpSessionDeleteTest.kt	45	cn.com.omnimind.baselib.database.AgentSessionBinding(7, "session-one", "/workspace", 1, 1)	CODE
CRITICAL	…mind/bot/agent/runtime/LocalAcpSessionListStateTest.kt	57	val archived = cn.com.omnimind.baselib.database.Conversation(id = 7, title = "Task", isArchived = true)	CODE
CRITICAL	…d/bot/agent/runtime/AgentRuntimeProtocolPayloadTest.kt	428	com.agentclientprotocol.model.SessionUpdate.ToolCallUpdate.serializer(),	STRING
CRITICAL	…d/bot/agent/runtime/AgentRuntimeProtocolPayloadTest.kt	450	com.agentclientprotocol.model.SessionUpdate.ToolCallUpdate.serializer(),	CODE
CRITICAL	…omnimind/bot/agent/runtime/AcpAgentProfileStoreTest.kt	237	val profile = cn.com.omnimind.baselib.llm.ModelProviderProfile(	CODE
CRITICAL	app/src/main/java/cn/com/omnimind/bot/App.kt	95	cn.com.omnimind.baselib.llm.chatgpt.ChatGptOAuthManager.initialize(this)	CODE
CRITICAL	app/src/main/java/cn/com/omnimind/bot/App.kt	133	cn.com.omnimind.baselib.llm.ModelSceneRegistry.init(this)	CODE
CRITICAL	…in/java/cn/com/omnimind/bot/ui/channel/CacheChannel.kt	211	val message = cn.com.omnimind.baselib.database.Message(	CODE
CRITICAL	…in/java/cn/com/omnimind/bot/ui/channel/CacheChannel.kt	244	val message = cn.com.omnimind.baselib.database.Message(	CODE
CRITICAL	…va/cn/com/omnimind/bot/omniflow/OmniFlowAppPlatform.kt	133	cn.com.omnimind.bot.plugin.runtime.RuntimeSkillLocation(	CODE
CRITICAL	…in/java/cn/com/omnimind/bot/update/AppUpdateManager.kt	623	"sdkInt" to android.os.Build.VERSION.SDK_INT.toString(),	CODE
CRITICAL⚡	…java/cn/com/omnimind/bot/agent/XiaowanAcpConnection.kt	810	val outcome = cn.com.omnimind.bot.agent.AgentConversationContextCompactor(	CODE
CRITICAL⚡	…java/cn/com/omnimind/bot/agent/XiaowanAcpConnection.kt	811	historyRepository = cn.com.omnimind.bot.agent.AgentConversationHistoryRepository(context),	CODE
CRITICAL⚡	…java/cn/com/omnimind/bot/agent/XiaowanAcpConnection.kt	815	cn.com.omnimind.bot.agent.AgentWorkspaceManager(context).writeOffload(sessionId.value, "txt", output	CODE
CRITICAL	…java/cn/com/omnimind/bot/agent/XiaowanAcpConnection.kt	866	is AgentResult.Error -> throw cn.com.omnimind.bot.agent.AgentRuntimeErrorSupport.acpPromptFailure(result.mes	CODE
CRITICAL	…java/cn/com/omnimind/bot/agent/XiaowanAcpConnection.kt	950	val catalog = cn.com.omnimind.bot.agent.runtime.fetchAgentProviderModels(	CODE
CRITICAL	…va/cn/com/omnimind/bot/agent/runtime/NaCloudRuntime.kt	109	cn.com.omnimind.bot.webchat.FlutterChatSyncBridge.dispatchNaHistoryOwnerChanged(appContext)	CODE
CRITICAL	…va/cn/com/omnimind/bot/agent/runtime/NaCloudRuntime.kt	121	cn.com.omnimind.bot.webchat.FlutterChatSyncBridge.dispatchNaHistoryOwnerChanged(appContext)	CODE
CRITICAL	…cn/com/omnimind/bot/agent/runtime/AgentOrchestrator.kt	191	cn.com.omnimind.baselib.llm.ChatCompletionThinking(type = "disabled")	CODE
CRITICAL	…cn/com/omnimind/bot/agent/runtime/OmniAgentExecutor.kt	193	val promptCacheKey = cn.com.omnimind.baselib.llm.PromptCacheKeyStore.forConversation(	STRING
CRITICAL	…cn/com/omnimind/bot/agent/runtime/OmniAgentExecutor.kt	458	return cn.com.omnimind.baselib.llm.ChatCompletionMessage(	STRING
CRITICAL	…cn/com/omnimind/bot/agent/runtime/OmniAgentExecutor.kt	505	return cn.com.omnimind.baselib.llm.ChatCompletionMessage(	STRING
CRITICAL	…mnimind/bot/agent/tool/handlers/TerminalToolHandler.kt	806	segments += "export $key=${cn.com.omnimind.bot.termux.TermuxCommandBuilder.quoteForShell(rawValue)}"	CODE
CRITICAL	…mnimind/bot/agent/tool/handlers/TerminalToolHandler.kt	809	segments += "cd ${cn.com.omnimind.bot.termux.TermuxCommandBuilder.quoteForShell(workingDirectory)}"	CODE
CRITICAL	…/bot/agent/tool/handlers/ImageGenerationToolHandler.kt	216	require(!cn.com.omnimind.baselib.llm.ChatGptOAuthProvider.isOAuth(profile.sourceType)) {	CODE
CRITICAL	…src/main/java/cn/com/omnimind/bot/mcp/WebChatRoutes.kt	348	io.ktor.http.ContentDisposition.Attachment.withParameter(	CODE
CRITICAL	…java/cn/com/omnimind/bot/manager/AssistsCoreManager.kt	2146	cn.com.omnimind.bot.agent.WorkspaceShortMemoryEntry(	STRING
CRITICAL	…java/cn/com/omnimind/bot/manager/AssistsCoreManager.kt	3035	val target = cn.com.omnimind.bot.agent.ChatConversationPreferences(context).lastTarget()	STRING
10 more matches not shown…

Hyper-Verbose Identifiers93 hits · 112 pts

Severity	File	Line	Snippet	Context
LOW	plugins/omni-vlm-lite/tests/test_component_bundle.py	19	def test_component_contract_matches_current_runtime_layout(self) -> None:	CODE
LOW	plugins/omni-vlm-lite/tests/test_runtime_bundle.py	59	def test_release_asset_matches_catalog(self) -> None:	CODE
LOW	plugins/omni-vlm-lite/tests/test_runtime_bundle.py	70	def test_release_is_self_contained_mobile_component(self) -> None:	CODE
LOW	plugins/omni-vlm-lite/tests/test_runtime_bundle.py	98	def test_release_pins_canonical_omniflow(self) -> None:	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	27	def test_codex_detail_requires_actual_persisted_exit_explanation(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	36	def test_terminal_recovery_requires_real_successful_tool(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	46	def test_terminal_completion_can_end_on_tool_without_assistant_prose(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	59	def test_tool_only_turn_can_have_official_cancellation(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	63	def test_tool_text_without_terminal_metadata_cannot_claim_cancellation(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	68	def test_inband_text_error_must_preserve_partial_output(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	74	def test_inband_tool_error_must_not_execute_buffered_tool(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	82	def test_mcp_denial_requires_one_failed_tool_and_http_category(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	93	def test_earlier_failure_cannot_satisfy_new_turn(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	96	def test_later_failure_cannot_satisfy_earlier_turn(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	99	def test_duplicate_user_admission_is_rejected(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	102	def test_current_failure_is_accepted(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	105	def test_wrong_error_category_is_rejected(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	108	def test_unrelated_turn_identity_is_rejected(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	112	def test_failure_cannot_be_reported_as_recovery(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	116	def test_cancelled_requires_official_terminal_reason(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	120	def test_cancelled_is_accepted_without_becoming_failure(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	124	def test_failure_or_success_cannot_pass_as_cancelled(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	127	def test_cancelled_but_loading_is_rejected(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	132	def test_live_scenario_requires_canonical_completion_after_freeform_reply(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	137	def test_live_reply_without_prompt_response_is_not_done(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	142	def test_quoted_live_marker_does_not_match_user_admission(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	150	def test_permission_failure_cannot_satisfy_missing_file(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	153	def test_actual_missing_path_is_accepted(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	156	def test_unknown_tool_must_identify_the_failed_capability(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	159	def test_bad_arguments_must_reach_argument_parsing(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	166	def test_current_pending_permission_is_required(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	169	def test_historical_permission_cannot_satisfy_current_wait(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	172	def test_resolved_or_unaddressable_permission_is_not_pending(self):	CODE
LOW⚡	scripts/test_agent_turn_outcome.py	178	def test_cancelled_turn_cannot_keep_pending_permission(self):	CODE
LOW	scripts/test_agent_turn_outcome.py	15	def test_codex_command_rejects_startup_failure_and_missing_output(self):	CODE
LOW	scripts/test-chat-history-query.py	45	def test_index_preserves_all_pages_and_avoids_full_sort(self):	CODE
LOW	scripts/test-chat-history-query.py	65	def test_conversation_paging_filters_before_offset_and_orders_like_sidebar(self):	CODE
LOW⚡	scripts/test-terminal-child-state.py	10	def test_remote_read_error_with_zero_adb_exit(self):	CODE
LOW⚡	scripts/test-terminal-child-state.py	15	def test_unpublished_pid_waits(self):	CODE
LOW⚡	scripts/test-terminal-child-state.py	19	def test_invalid_pid_rejected(self):	CODE
LOW⚡	scripts/test-terminal-child-state.py	22	def test_natural_expiry_cannot_satisfy_cancellation(self):	CODE
LOW⚡	scripts/test-terminal-child-state.py	30	def test_other_owner_is_rejected(self):	CODE
LOW⚡	scripts/test-terminal-child-state.py	32	def test_other_command_is_rejected(self):	CODE
LOW⚡	scripts/test-terminal-child-state.py	37	def test_invalid_observation_is_rejected(self):	CODE
LOW	scripts/test-history-item-removal.py	38	def test_removal_keeps_unloaded_history_other_conversations_and_full_payloads(self):	CODE
LOW	scripts/test-history-item-removal.py	50	def test_checkpoint_only_invalidates_when_removed_identity_touches_prefix(self):	CODE
LOW⚡	scripts/test-agent-init-assertions.py	18	def test_attachment_is_required_and_cancel_is_not_success(self):	CODE
LOW⚡	scripts/test-agent-init-assertions.py	26	def test_active_requires_output_identity_and_no_terminal(self):	CODE
LOW⚡	scripts/test-agent-init-assertions.py	34	def test_old_success_cannot_pass(self):	CODE
LOW⚡	scripts/test-agent-init-assertions.py	36	def test_duplicate_submission(self):	CODE
LOW⚡	scripts/test-agent-init-assertions.py	39	def test_error_cancel_and_pending_never_pass(self):	CODE
LOW⚡	scripts/test-agent-init-assertions.py	48	def test_duplicate_tool_projection(self):	CODE
LOW⚡	scripts/test-terminal-host-stop.py	9	def test_stop_reaches_runtime_cleanup_and_preserves_stdin(self):	CODE
LOW⚡	scripts/test-terminal-host-stop.py	12	def test_nonzero_exit_and_stdin_are_preserved(self):	CODE
LOW⚡	scripts/test-terminal-host-stop.py	15	def test_maintenance_launch_preserves_existing_runtime_stdio(self):	CODE
LOW⚡	scripts/test-terminal-host-stop.py	18	def test_maintenance_never_initializes_missing_or_incomplete_rootfs(self):	CODE
LOW⚡	scripts/test-agent-context-checkpoint.py	18	def test_same_task_checkpoint_is_stable_across_database_reopen(self):	CODE
LOW⚡	scripts/test-agent-context-checkpoint.py	23	def test_old_summary_does_not_prove_new_compaction(self):	CODE
LOW⚡	scripts/test-agent-context-checkpoint.py	26	def test_unfinished_tool_cannot_be_checkpoint(self):	CODE
LOW⚡	scripts/test-agent-context-checkpoint.py	29	def test_later_task_checkpoint_is_not_accepted(self):	CODE
33 more matches not shown…

Over-Commented Block53 hits · 53 pts

Severity	File	Line	Snippet	Context
LOW	ui/pubspec.yaml	1	name: ui	COMMENT
LOW	ui/pubspec.yaml	121	# For details regarding adding assets from package dependencies, see	COMMENT
LOW	ui/pubspec.yaml	141	# For details regarding fonts from package dependencies,	COMMENT
LOW	ui/lib/core/mixins/page_lifecycle_mixin.dart	1	import 'package:flutter/material.dart';	COMMENT
LOW	ui/lib/features/home/pages/chat/chat_page.dart	201	// Presentation only: target resolution/history hydration is distinct from	COMMENT
LOW	…/features/home/pages/chat/chat_page_model_context.dart	461	return;	COMMENT
LOW	…/features/home/pages/chat/chat_page_model_context.dart	901	// DismissOverlayOnKeyboardHide 已提取到 lib/widgets/glass_popup.dart,	COMMENT
LOW	…tures/home/pages/chat/chat_page_conversation_flow.dart	721	// The preserved composer remains editable for the user to send later.	COMMENT
LOW	ui/lib/features/home/pages/chat/chat_page_ui.dart	981	_conversationModeForPageMode(mode) == ConversationMode.chatOnly;	COMMENT
LOW	…features/home/pages/chat/utils/agent_run_timeline.dart	21	/// Whether an agent turn is still producing output.	COMMENT
LOW	…features/home/pages/chat/utils/agent_run_timeline.dart	741	}	COMMENT
LOW	…ages/chat/utils/composer_keyboard_metrics_tracker.dart	21	/// - `viewPadding.bottom` can momentarily report 0 or a stale value while	COMMENT
LOW	…ome/pages/chat/utils/composer_lift_intent_tracker.dart	1	import 'dart:math' as math;	COMMENT
LOW	…tures/home/pages/chat/services/chat_runtime_state.dart	61	final String mode;	COMMENT
LOW	…tures/home/pages/chat/services/chat_runtime_state.dart	121		COMMENT
LOW	…tures/home/pages/chat/services/chat_runtime_state.dart	241	.millisecondsSinceEpoch;	COMMENT
LOW	ui/lib/features/home/pages/webview/webview_page.dart	41	int _loadingProgress = 0;	COMMENT
LOW	…s/home/pages/authorize/widgets/permission_section.dart	41	iconClick: item.iconClick,	COMMENT
LOW	…s/home/pages/authorize/widgets/permission_section.dart	61	// padding: const EdgeInsets.symmetric(	COMMENT
LOW	…res/memory/pages/memory_center/memory_center_page.dart	61	// AppTag(	COMMENT
LOW	…res/memory/pages/memory_center/memory_center_page.dart	81	// ),	COMMENT
LOW	…res/memory/pages/memory_center/memory_center_page.dart	101	// tags: [	COMMENT
LOW	…res/memory/pages/memory_center/memory_center_page.dart	721	// left: 0,	COMMENT
LOW	…es/memory/pages/memory_center/widgets/memory_card.dart	141	child:	COMMENT
LOW	…es/memory/pages/memory_center/widgets/memory_card.dart	161	// child: SvgPicture.asset(	COMMENT
LOW	ui/lib/theme/app_text_styles.dart	41		COMMENT
LOW	ui/lib/theme/app_text_styles.dart	61	// fontFamily: fontFamily,	COMMENT
LOW	ui/lib/theme/app_text_styles.dart	81	// fontWeight: FontWeight.w400,	COMMENT
LOW	ui/lib/theme/app_text_styles.dart	101	// color: AppColors.text50,	COMMENT
LOW	ui/lib/theme/app_text_styles.dart	121	// height: 1.5,	COMMENT
LOW	ui/lib/theme/app_text_styles.dart	141	// // 特殊样式	COMMENT
LOW	ui/lib/theme/app_text_styles.dart	161	// fontFamily: fontFamily,	COMMENT
LOW	ui/lib/theme/app_text_styles.dart	181	// fontSize: 12,	COMMENT
LOW	ui/lib/services/agent_event_reducer.dart	461	// One conversation has one active turn. A delayed update from an older	COMMENT
LOW	ui/lib/services/cache_service.dart	121	///	COMMENT
LOW	ui/lib/widgets/streaming_text.dart	61	final isCurrentLowSurrogate = currentUnit >= 0xDC00 && currentUnit <= 0xDFFF;	COMMENT
LOW	ui/lib/widgets/glass_popup.dart	21	/// 但触发按钮只有 24 宽)，按 anchor 对齐会让 popup 几乎横跨整个屏幕、	COMMENT
LOW	ui/lib/widgets/glass_popup.dart	621	return Rect.fromLTWH(local.dx, local.dy, 0, 0);	COMMENT
LOW	ui/lib/widgets/glass_popup.dart	901	// 全部跌到 0 再触发收起 popup,popup 的反向动画(220ms)就要排在 IME 动画	COMMENT
LOW	ui/lib/widgets/flclash/liquid_glass_capture.dart	1	// Adapted from chen08209/FlClash at	COMMENT
LOW	…java/cn/com/omnimind/bot/agent/XiaowanAcpConnection.kt	1101	// data-only images: AgentWorkspaceAttachmentSupport can	COMMENT
LOW	…/com/omnimind/bot/agent/runtime/AgentRuntimeManager.kt	1121	}	COMMENT
LOW	…a/cn/com/omnimind/bot/agent/runtime/LocalAcpRuntime.kt	3801	// Never let a timeline update through without a turn id. Updates that	COMMENT
LOW	…c/main/java/cn/com/omnimind/baselib/util/SchemeUtil.kt	81	val fallbackUri = "https://sj.qq.com/appdetail/$packageName"	COMMENT
LOW	…screens/terminal/virtualkeys/VirtualKeysConstants.java	161	new VirtualKeyDisplayMap() {	COMMENT
LOW	…/src/test/java/com/termux/terminal/KeyHandlerTest.java	61	// K3=Upper right of keypad (xterm sends "<ESC>[5~" = Page Up).	COMMENT
LOW	…src/test/java/com/termux/terminal/TerminalRowTest.java	381	for (int point : points) {	COMMENT
LOW	…rc/main/java/com/termux/terminal/TerminalEmulator.java	941	// for terminfo colors), and TN for termcap name (or name for terminfo name).	COMMENT
LOW	…rc/main/java/com/termux/terminal/TerminalEmulator.java	1301	// mouse report.	COMMENT
LOW	…rc/main/java/com/termux/terminal/TerminalEmulator.java	1321	// (4) allows modification of function-keys, overrides use of Shift-modifier for UDK.	COMMENT
LOW	…rc/main/java/com/termux/terminal/TerminalEmulator.java	1341	// - Set it to 2 to force the modifier to be the second parameter if it would otherwise be the first.	COMMENT
LOW	ReTerminal/core/terminal-emulator/src/main/jni/termux.c	1	#include <dirent.h>	COMMENT
LOW	workers/app-update-worker/worker.js	1061		COMMENT

Cross-File Repetition5 hits · 25 pts

Severity	File	Snippet	Context
HIGH	ui/test/agent_tool_summary_card_test.dart	diff --git a/lib/main.dart b/lib/main.dart --- a/lib/main.dart +++ b/lib/main.dart @@ -1,2 +1,2 @@ -old line +new line s	STRING
HIGH	ui/test/agent_tool_detail_sheet_test.dart	diff --git a/lib/main.dart b/lib/main.dart --- a/lib/main.dart +++ b/lib/main.dart @@ -1,2 +1,2 @@ -old line +new line s	STRING
HIGH	ui/test/agent_tool_detail_body_test.dart	diff --git a/lib/main.dart b/lib/main.dart --- a/lib/main.dart +++ b/lib/main.dart @@ -1,2 +1,2 @@ -old line +new line s	STRING
HIGH	ui/test/services/agent_event_reducer_test.dart	diff --git a/lib/main.dart b/lib/main.dart --- a/lib/main.dart +++ b/lib/main.dart @@ -1,2 +1,2 @@ -old line +new line s	STRING
HIGH	ui/test/services/agent_diff_parser_test.dart	diff --git a/lib/main.dart b/lib/main.dart --- a/lib/main.dart +++ b/lib/main.dart @@ -1,2 +1,2 @@ -old line +new line s	STRING

Excessive Try-Catch Wrapping9 hits · 16 pts

Severity	File	Line	Snippet	Context
MEDIUM	…res/memory/pages/memory_center/memory_center_page.dart	230	print('Error loading data: $e');	CODE
MEDIUM	…res/memory/pages/memory_center/memory_center_page.dart	630	print('Error loading short memories: $e');	CODE
MEDIUM	ui/lib/features/my/pages/my/my_page.dart	58	print('Error loading vibration state: $e');	CODE
MEDIUM	ui/lib/features/my/pages/my/my_page.dart	72	print('Error loading user data: $e');	CODE
MEDIUM	…sk/pages/scheduled_tasks/scheduled_task_list_page.dart	78	print('Error loading scheduled page data: $e');	CODE
MEDIUM	…sk/pages/scheduled_tasks/scheduled_task_list_page.dart	104	print('Error reloading scheduled tasks: $e');	CODE
MEDIUM	…sk/pages/scheduled_tasks/scheduled_task_list_page.dart	126	print('Error reloading exact alarms: $e');	CODE
LOW	scripts/upload_release_asset_to_worker.py	201	except Exception:	CODE
LOW	scripts/upload_release_asset_to_worker.py	208	except Exception as abort_error:	CODE

Fake / Example Data14 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	…est/features/my/pages/feedback/feedback_page_test.dart	68	(call) async => 'user@example.com',	CODE
LOW	…est/features/my/pages/feedback/feedback_page_test.dart	115	'user@example.com',	CODE
LOW	…est/features/my/pages/feedback/feedback_page_test.dart	120	expect(service.submitted!['accountEmail'], 'user@example.com');	CODE
LOW	…est/features/my/pages/feedback/feedback_page_test.dart	161	'user@example.com',	CODE
LOW	ui/test/services/feedback_service_test.dart	108	'accountEmail': 'user@example.com',	CODE
LOW	ui/test/services/feedback_service_test.dart	233	expect(await FeedbackService.loadAccountEmail(), 'user@example.com');	CODE
LOW	…e/pages/chat/adapters/remote_codex_content_parser.dart	98	_remoteCodexFirstText([first['description'], first['placeholder']]) ??	CODE
LOW	…e/pages/chat/adapters/remote_codex_content_parser.dart	119	item['placeholder'],	CODE
LOW	…e/pages/chat/adapters/remote_codex_content_parser.dart	121	params?['placeholder'],	CODE
LOW	…/command_overlay/widgets/cards/agent_request_card.dart	241	field['placeholder'],	CODE
LOW	ui/lib/services/agent_event_reducer.dart	4844	_string(first['placeholder']) ??	CODE
LOW	ui/lib/services/agent_event_reducer.dart	4890	final detail = _firstString([field['description'], field['placeholder']]);	CODE
LOW	…n/release_artifact/ReleaseArtifactInstrumentation.java	171	Object legacy = decode("{\"a\":\"fixture\",\"b\":\"test\",\"c\":\"https://example.invalid\",\"d\":\"fake-key	CODE
LOW	…n/release_artifact/ReleaseArtifactInstrumentation.java	172	Object current = decode("{\"id\":\"fixture\",\"name\":\"test\",\"baseUrl\":\"https://example.invalid\",\"api	CODE

Decorative Section Separators4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	…find-install-skills/scripts/install_with_skills_cli.sh	2	# ============================================================	COMMENT
MEDIUM	…find-install-skills/scripts/install_with_skills_cli.sh	5	# ============================================================	COMMENT
MEDIUM	scripts/install-dev.sh	628	# ── 1. Check device ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/install-dev.sh	657	# ── 2. Build ───────────────────────────────────────────────────────────────────	COMMENT

Verbosity Indicators7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	…s/welcome/pages/onboarding/pages/development_page.dart	10	/// Step 2: pick a starter development-environment preset.	COMMENT
LOW	…s/welcome/pages/onboarding/pages/permissions_page.dart	12	/// Step 4: grant the app permissions that power floating reminders,	COMMENT
LOW	…lcome/pages/onboarding/pages/model_inventory_page.dart	12	/// Step 6: review the fetched models and optionally add one manually.	COMMENT
LOW	…atures/welcome/pages/onboarding/pages/system_page.dart	13	/// Step 1: pick the local Linux distribution. Intentionally not scrollable —	COMMENT
LOW	…eatures/welcome/pages/onboarding/pages/tools_page.dart	10	/// Step 3: pick optional agents and connection tools, then review the setup.	COMMENT
LOW	…e/pages/onboarding/pages/provider_connection_page.dart	12	/// Step 5: enter the connection details for the chosen provider.	COMMENT
LOW	sources/research_models_dev_cloudflare_proxy.json	67	"# anomalyco/models.dev \u2014 providers/cloudflare-ai-gateway/README.md\n\n- Page: GitHub code file\n- URL: htt	CODE

Structural Annotation Overuse7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	…s/welcome/pages/onboarding/pages/development_page.dart	10	/// Step 2: pick a starter development-environment preset.	COMMENT
LOW	…s/welcome/pages/onboarding/pages/permissions_page.dart	12	/// Step 4: grant the app permissions that power floating reminders,	COMMENT
LOW	…lcome/pages/onboarding/pages/model_inventory_page.dart	12	/// Step 6: review the fetched models and optionally add one manually.	COMMENT
LOW	…atures/welcome/pages/onboarding/pages/system_page.dart	13	/// Step 1: pick the local Linux distribution. Intentionally not scrollable —	COMMENT
LOW	…eatures/welcome/pages/onboarding/pages/tools_page.dart	10	/// Step 3: pick optional agents and connection tools, then review the setup.	COMMENT
LOW	…e/pages/onboarding/pages/provider_connection_page.dart	12	/// Step 5: enter the connection details for the chosen provider.	COMMENT
LOW	sources/research_models_dev_cloudflare_proxy.json	67	"# anomalyco/models.dev \u2014 providers/cloudflare-ai-gateway/README.md\n\n- Page: GitHub code file\n- URL: htt	CODE

Empty Error Handlers2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	scripts/debug-provider-proxy.py	160	except KeyboardInterrupt:	CODE
HIGH	scripts/test-terminal-host-stop.py	93	except ProcessLookupError: pass	CODE

Cross-Language Confusion2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	scripts/verify-terminal-stdio.py	14	test -f local/alpine/.omnibot-rootfs-ready \|\| exit 1	CODE
HIGH	scripts/verify-terminal-stdio.py	16	trap 'rmdir "$probe_dir" 2>/dev/null \|\| true' EXIT	CODE

Deep Nesting9 hits · 9 pts

Severity	File	Line	Context
LOW	scripts/debug-provider-proxy.py	68	CODE
LOW	scripts/assert-agent-turn-outcome.py	6	CODE
LOW	scripts/upload_release_asset_to_worker.py	143	CODE
LOW	scripts/generate_splash_animation.py	69	CODE
LOW	scripts/test-terminal-host-stop.py	18	CODE
LOW	scripts/test-terminal-host-stop.py	53	CODE
LOW	scripts/audit-flutter-reachability.py	16	CODE
LOW	scripts/performance/dart-kotlin-boundary/seed.py	17	CODE
LOW	scripts/performance/startup/prepare.py	14	CODE

Modern AI Meta-Vocabulary3 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	README.md	243	├── app/ # Android host app: entry point, agent orchestration, system abilities, MCP, services	CODE
MEDIUM	ui/lib/widgets/flclash/search_header.dart	2	// lib/ui/scaffold.dart, search_field.dart, button.dart, and motion.dart at	COMMENT
MEDIUM	…ponents/compose/preferences/base/PreferenceScaffold.kt	51	// retains its full viewport. One scaffold keeps its scroll and focus owners	COMMENT

Unused Imports7 hits · 7 pts

Severity	File	Line	Context
LOW	plugins/omni-vlm-lite/tests/test_component_bundle.py	1	CODE
LOW	plugins/omni-vlm-lite/tests/test_runtime_bundle.py	1	CODE
LOW	scripts/mirror_github_release_to_cnb.py	3	CODE
LOW	scripts/assert-agent-context-checkpoint.py	5	CODE
LOW	scripts/debug-provider-proxy.py	9	CODE
LOW	scripts/upload_release_asset_to_worker.py	8	CODE
LOW	scripts/verification/release_artifact/build.py	9	CODE

Magic Placeholder Names1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	README.md	235	export LLMTHU_API_KEY='your-api-key'	CODE

AI Slop Vocabulary2 hits · 5 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/verification/release_artifact/build.py	111	# This harness deliberately never reads project/global release signing properties.	COMMENT
MEDIUM	sources/research_models_dev_cloudflare_proxy.json	19	"# anomalyco/models.dev\n\n- Page: GitHub repository\n- URL: https://github.com/anomalyco/models.dev\n- Descript	CODE

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	ui/pubspec.yaml	73	# included with your application, so that you can use the icons in	COMMENT

Self-Referential Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	sources/research_models_dev_cloudflare_proxy.json	27	"---\ntitle: Workers API reference\ndescription: Complete reference for the R2 in-Worker API, including bucket a	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/install-dev.sh	3	# Usage:	COMMENT

omnimind-ai/OmniBot

Open-Source Code Quality, Security and Technical Debt Review