1.3

Adjusted Signal

1.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

4.3K

Stars

C++

Language

537.0K

Lines of Code

1.9K

Files

547

Pattern Hits

2026-10-31

Scan Date

0.01

HC Hit Rate

Risk Review · Payload v1

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

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

Cognitive Ownership Risk 3.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 386 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 8 finding(s).

Agent Over-Engineering Ratio 4.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 342 finding(s).

PR Review Velocity Impact 6.9/100 · LOW

Which changes need focused human review? 547 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 19MEDIUM 58LOW 469

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 547 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.

Hyper-Verbose Identifiers189 hits · 176 pts

Severity	File	Line	Snippet	Context
LOW	tools/add_node_defaults.py	225	def count_nodes_missing_fields(text: str) -> int:	CODE
LOW	tools/essence_filter/test_extract_skill_pools.py	17	def test_jsonc_matcher_config(self):	CODE
LOW	tools/essence_filter/test_extract_skill_pools.py	34	def test_missing_file_returns_default(self):	CODE
LOW	tools/essence_filter/test_build_autoessence_tasks.py	41	def test_resolves_by_level_id(self):	STRING
LOW	tools/essence_filter/test_build_autoessence_tasks.py	49	def test_missing_key_reports_level_id(self):	STRING
LOW	tools/essence_filter/test_build_autoessence_tasks.py	62	def test_dedupes_pool_languages(self):	STRING
LOW	tools/essence_filter/test_build_autoessence_tasks.py	76	def test_ultimate_uses_interface_text(self):	STRING
LOW	tools/essence_filter/test_build_autoessence_tasks.py	85	def test_arts_intensity_keeps_ui_aliases(self):	STRING
LOW	tools/essence_filter/test_build_autoessence_tasks.py	97	def test_keeps_five_and_six_star_sorted(self):	STRING
LOW	tools/essence_filter/test_build_autoessence_tasks.py	111	def test_icon_path_uses_item_id(self):	STRING
LOW	tools/essence_filter/test_build_autoessence_tasks.py	117	def test_strip_choose_location(self):	STRING
LOW	tools/essence_filter/test_build_autoessence_tasks.py	152	def test_sync_teleport_reset_list_covers_every_location(self):	STRING
LOW	tools/setup/setup_workspace.py	409	def _update_component_version(	CODE
LOW	tools/setup/setup_workspace.py	1102	def _find_cpp_algo_artifact_in_runs(	CODE
LOW	tools/setup/setup_workspace.py	1276	def _search_cpp_algo_by_commit(	CODE
LOW	tools/setup/cli_support.py	28	def _enable_windows_virtual_terminal() -> bool:	CODE
LOW⚡	tools/icon_recognition/test_icon_recognition_tools.py	416	def test_icon_png_requires_square_power_of_two_dimensions(self) -> None:	CODE
LOW⚡	tools/icon_recognition/test_icon_recognition_tools.py	424	def test_clean_text_replaces_controls_and_compresses_space(self) -> None:	CODE
LOW⚡	tools/icon_recognition/test_icon_recognition_tools.py	430	def test_identifier_rejects_path_and_control_characters(self) -> None:	CODE
LOW⚡	tools/icon_recognition/test_icon_recognition_tools.py	436	def test_data_sources_are_local_zmdmap_files(self) -> None:	CODE
LOW⚡	tools/icon_recognition/test_icon_recognition_tools.py	446	def test_load_tables_reads_the_given_data_dir(self) -> None:	CODE
LOW⚡	tools/icon_recognition/test_icon_recognition_tools.py	455	def test_icon_url_has_no_rarity_segment_and_uses_raw_suffix(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	65	def test_publish_defaults_use_tool_cache_and_public_assets(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	73	def test_ui_icon_exclude_rules_filter_weapon_rarity(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	151	def test_ui_icon_exclude_rules_validate_without_matching_catalog_items(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	196	def test_relocate_rarity_changed_icon_preserves_metadata(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	216	def test_fixed_publish_updates_only_fixed_catalog_and_locale_entries(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	285	def test_expected_merge_replaces_old_image_cases_and_keeps_all_reported_rois(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	347	def test_expected_merge_rejects_object_roi(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	376	def test_expected_merge_naturally_sorts_numbered_images(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	478	def test_big_icon_ids_validate_duplicates(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	486	def test_big_image_publish_keeps_base_and_removes_stale_variants(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	510	def test_catalog_applies_currency_types_to_actual_item_ids(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	534	def test_catalog_excludes_empty_icon_id_before_identifier_validation(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	550	def test_catalog_includes_new_source_items_without_frozen_allowlist(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	570	def test_catalog_preserves_item_sort_ids(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	585	def test_catalog_order_does_not_depend_on_source_order(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	601	def test_write_catalog_order_does_not_depend_on_mapping_order(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	610	def test_region_restricted_is_optional_and_only_true_is_published(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	642	def test_region_restricted_rejects_non_boolean_values(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	656	def test_publish_takes_catalog_name_and_locales_from_source_names(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	739	def test_sync_published_images_copies_missing_target(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	758	def test_sync_published_images_preserves_removed_icon_used_by_catalog(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	776	def test_sync_published_images_preserves_removed_icon_used_by_fluid_catalog(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	805	def test_sync_published_images_copies_fluid_icon_for_composite_catalog(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	849	def test_prepare_item_map_accepts_isolate_category_types(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	869	def test_prepare_item_map_filters_explicit_normal_product_blacklist(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	908	def test_item_blacklist_filters_simulated_producers_from_cached_map(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	934	def test_prepare_item_map_does_not_filter_by_localized_name_prefix(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	952	def test_fixed_items_carry_five_language_names(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	994	def test_localization_uses_uppercase_weapon_name_keys(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	1010	def test_locale_map_uses_verified_path_and_uppercase_weapon_keys(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	1022	def test_localization_uses_the_source_names_map(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	1028	def test_localization_names_the_composite_container_and_content(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	1054	def test_locale_update_removes_stale_icon_recognition_names(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	1079	def test_locale_update_accepts_jsonc_comments(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	1106	def test_locale_update_preserves_jsonc_when_values_are_unchanged(self) -> None:	CODE
LOW	tools/icon_recognition/test_icon_recognition_tools.py	1125	def test_fixed_items_accept_jsonc_comments(self) -> None:	STRING
LOW	tools/icon_recognition/test_icon_recognition_tools.py	1155	def test_locale_update_keeps_item_keys_in_one_stable_group(self) -> None:	STRING
LOW	tools/icon_recognition/download.py	175	def _require_optional_boolean(	CODE
129 more matches not shown…

Decorative Section Separators50 hits · 150 pts

Severity	File	Line	Snippet	Context
MEDIUM	tools/zmdmap/datasets/delivery_jobs.py	104	# ── 可装箱物品 ───────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/delivery_jobs.py	115	# ── 仓储节点 ─────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/delivery_jobs.py	168	# ── 地区 ─────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/delivery_jobs.py	178	# ── 物品 ─────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/sell_product.py	27	# ── 干员 ─────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/sell_product.py	52	# ── 据点 ─────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/sell_product.py	108	# ── 物品 ─────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/delivery_destinations.py	163	# ── 仓储节点 ────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/delivery_destinations.py	195	# ── 送货目的地 ───────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/lua.py	19	# ── 注释与长括号 ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/lua.py	72	# ── 常量与模板 ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/lua.py	114	# ── FOV ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/provider.py	37	# ── 表与 Lua ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/provider.py	51	# ── 资源 ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/provider.py	92	# ── prefab 查找 ──────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/layout.py	104	# ── 查找 ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/layout.py	179	# ── RectTransform 布局 ─────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/layout.py	254	# ── 地区设置与挂载点 ───────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/layout.py	302	# ── 拼链 ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/unity.py	36	# ── 引用与取值 ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/unity.py	85	# ── 节点模型 ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/unity.py	150	# ── 新包导出形态 ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/unity.py	218	# ── 动画：只取入场状态需要的终值 ───────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/generator.py	56	# ── 快照 ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/generator.py	84	# ── 相机与面板 ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/generator.py	163	# ── 关卡按钮 ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/generator.py	278	# ── 写入变换与入场动画 ─────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/generator.py	363	# ── 生成 ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/geometry.py	28	# ── 四元数 / 4x4 矩阵 ──────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/geometry.py	129	# ── 投影 ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/datasets/region3d/geometry.py	145	# ── 凸多边形运算 ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/config.py	29	# ── 路径与仓库布局 ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/config.py	67	# ── 语言 key 映射 ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/config.py	97	# ── 发布渠道 ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/game_data.py	97	# ── 世界坐标 ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/game_data.py	105	# ── 关卡归属 ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/tables.py	52	# ── 物品 ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/tables.py	138	# ── 能量淤积点 ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/tables.py	179	# ── 武器与技能 ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/tables.py	230	# ── 环境监测 ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/tables.py	262	# ── 干员与据点 ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/tables.py	337	# ── 地图标记与关卡地图 ──────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/tables.py	405	# ── 采集物与关卡 ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/tables.py	448	# ── 送货目的地 ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/tables.py	569	# ── 运送委托 ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/tables.py	639	# ── 干员培养 ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/tables.py	694	# ── 奖励与商店 ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tools/zmdmap/utils/tables.py	809	# ── 读取 ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	.github/workflows/create-release-branch.yml	22	# ── RC 发布：创建 release/vX.Y 分支 ─────────────────────────────	COMMENT
MEDIUM	.github/workflows/create-release-branch.yml	92	# ── Stable .0 发布：清理旧 release 分支 ────────────────────────	COMMENT

Over-Commented Block126 hits · 126 pts

Severity	File	Line	Snippet	Context
LOW	tools/pipeline-generate/EnvironmentMonitoring/README.md	41	"Id": "MyObservationPoint",	COMMENT
LOW	tools/icon_recognition/blacklist.json	21	// 实验息壤瓶	COMMENT
LOW	tools/MapNavigator/main.py	1	# /// script	COMMENT
LOW	tools/MapNavigator/web/serve.py	1	# /// script	COMMENT
LOW	agent/go-service/autofight/endaxistimeline.go	141	"comboSkill": 43,	COMMENT
LOW	agent/go-service/autofight/endaxistimeline.go	161	// t.SetTimelineCode(code)	COMMENT
LOW	agent/go-service/autofight/endaxistimeline.go	441	// - skipComboCooldown：为 true 时跳过全员连携就绪检测，轴完立刻尝试匹配下一 scenario。	COMMENT
LOW	agent/go-service/common/listcomplete/recognition.go	21	var _ maa.CustomRecognitionRunner = &Recognition{}	COMMENT
LOW	agent/go-service/bettersliding/types.go	61	// BetterSlidingAction handles slider-based quantity selection UIs.	COMMENT
LOW	agent/go-service/bettersliding/types.go	81	// - CenterPointOffset: click offset from slider handle center; default [-10, 0] on desktop	COMMENT
LOW	agent/go-service/bettersliding/handlers.go	1181	// 返回本次实际使用的目标数量及其判定结果。	COMMENT
LOW	agent/go-service/ims/add_item_data.go	21	var _ maa.CustomActionRunner = &AddItemData{}	COMMENT
LOW	agent/go-service/ims/add_item_data.go	41	// If IMS has never been initialized (hasData=false), recognition still runs and	COMMENT
LOW	agent/go-service/ims/sync_item_data.go	41	// - these keys always join region rebuild when page_dedup=false (miss → drop).	COMMENT
LOW	agent/go-service/trialofswordmancy/recognition.go	21	// 每步只做稳定识别（remainDeck OCR），手牌由缓存的 Deck 反推；完整识别（remainDeck + Hand 模板匹配）	COMMENT
LOW	agent/go-service/trialofswordmancy/roundstate.go	1	package trialofswordmancy	COMMENT
LOW	agent/go-service/trialofswordmancy/roundstate.go	101	}	COMMENT
LOW	agent/go-service/trialofswordmancy/solver/types.go	1	// Package solver 实现选剑演武（Trial of Swordmancy）的精确 MDP 求解器。	COMMENT
LOW	…t/go-service/outposttrading/internal/ocrmatch/match.go	1	// Package ocrmatch 提供 OutpostTrading 各领域共享的严格规范化 OCR 匹配。	COMMENT
LOW	agent/go-service/automission/missions.go	201	//	COMMENT
LOW	agent/go-service/pkg/parentwatch/parentwatch.go	1	// Package parentwatch 在后台监视父进程存活情况：父进程一旦退出立即结束当前进程。	COMMENT
LOW	agent/cpp-algo/source/utils.h	1	#pragma once	COMMENT
LOW	agent/cpp-algo/source/main.cpp	1	#include <filesystem>	COMMENT
LOW	agent/cpp-algo/source/Test/test.cpp	1	#include "test.h"	COMMENT
LOW	agent/cpp-algo/source/Test/test.cpp	21	// WebView2 view;	COMMENT
LOW	agent/cpp-algo/source/MapLocator/MapLocateAction.cpp	1	#include <algorithm>	COMMENT
LOW	agent/cpp-algo/source/MapLocator/MapLocator.cpp	1	#include <algorithm>	COMMENT
LOW	…p-algo/source/MapLocator/CameraOrientationPreprocess.h	21	// 观测条带在小地图内双线性采样、越界取边缘；参考条带按资产坐标采样、越界取 0，	COMMENT
LOW	…-algo/source/MapLocator/CameraOrientationPredictor.cpp	1	#include "CameraOrientationPredictor.h"	COMMENT
LOW	…pp-algo/source/MapLocator/CameraOrientationPredictor.h	1	#pragma once	COMMENT
LOW	…pp-algo/source/MapLocator/CameraOrientationPredictor.h	21	// 预处理（极坐标几何、参考采样与条带域合成）由 BuildOrientationStrips 执行：	COMMENT
LOW	…nt/cpp-algo/source/RealTimeTask/RealTimeTaskAction.cpp	1	#include "RealTimeTaskAction.h"	COMMENT
LOW	agent/cpp-algo/source/Navmesh/BaseNavPlanner.cpp	1	#include <algorithm>	COMMENT
LOW	agent/cpp-algo/source/Navmesh/BaseNavReader.cpp	1	#include <algorithm>	COMMENT
LOW	agent/cpp-algo/source/Navmesh/RecastNavFieldsIO.h	1	#pragma once	COMMENT
LOW	agent/cpp-algo/source/Navmesh/RecastNavRoute.h	1	#pragma once	COMMENT
LOW	agent/cpp-algo/source/Navmesh/OccluderPack.cpp	1	#include "OccluderPack.h"	COMMENT
LOW	agent/cpp-algo/source/Navmesh/RecastNavZone.h	1	#pragma once	COMMENT
LOW	agent/cpp-algo/source/Navmesh/RecastNavGrid.cpp	1	#include "RecastNavGrid.h"	COMMENT
LOW	agent/cpp-algo/source/Navmesh/RecastNavRoute.cpp	1	#include "RecastNavRoute.h"	COMMENT
LOW	agent/cpp-algo/source/Navmesh/RecastNavGrid.h	1	#pragma once	COMMENT
LOW	…/source/IconRecognition/IconRecognitionRecognition.cpp	1	#include "IconRecognitionRecognition.h"	COMMENT
LOW	…ent/cpp-algo/source/IconRecognition/IconRecognizer.cpp	1	#include "IconRecognizer.h"	COMMENT
LOW	…ource/IconRecognition/test/test_custom_recognition.cpp	1	#include <algorithm>	COMMENT
LOW	…p-algo/source/IconRecognition/test/test_manual_cli.cpp	1	#include "manual_runner_config.h"	COMMENT
LOW	…lgo/source/IconRecognition/test/test_debug_capture.cpp	1	#include <algorithm>	COMMENT
LOW	…/source/IconRecognition/test/test_small_algorithms.cpp	1	#ifdef ICON_RECOGNITION_TEST_MAIN	COMMENT
LOW	…pp-algo/source/IconRecognition/test/test_full_diff.cpp	1	#define NOMINMAX	COMMENT
LOW	…cpp-algo/source/IconRecognition/detail/GridAnchors.cpp	1	#include "GridAnchors.h"	COMMENT
LOW	…pp-algo/source/IconRecognition/detail/GridProfiles.cpp	1	#include "GridProfiles.h"	COMMENT
LOW	…pp-algo/source/IconRecognition/detail/GridDetector.cpp	1	#include "GridDetector.h"	COMMENT
LOW	agent/cpp-algo/source/Common/notice.cpp	1	#include "notice.h"	COMMENT
LOW	agent/cpp-algo/source/Common/FramelessWindow.h	1	#pragma once	COMMENT
LOW	agent/cpp-algo/source/Common/FramelessWindow.h	61	// = 1.0 时不开 layered（省一份合成开销）。整个窗口（含 WebView2 等子控件）一同透明。	COMMENT
LOW	agent/cpp-algo/source/Common/SystemMonitor.cpp	1	#include "SystemMonitor.h"	COMMENT
LOW	agent/cpp-algo/source/Common/CrashHandler.cpp	1	#include "CrashHandler.h"	COMMENT
LOW	agent/cpp-algo/source/Common/WebView2.cpp	61	// CreateCoreWebView2EnvironmentWithOptions parameters."），于是 cpp-algo 与	COMMENT
LOW	agent/cpp-algo/source/Common/ParentProcessWatcher.h	1	#pragma once	COMMENT
LOW	agent/cpp-algo/source/Common/ParentProcessWatcher.cpp	1	#include "ParentProcessWatcher.h"	COMMENT
LOW	agent/cpp-algo/source/Common/WebView2.h	1	#pragma once	COMMENT
66 more matches not shown…

Excessive Try-Catch Wrapping82 hits · 86 pts

Severity	File	Line	Snippet	Context
LOW	tools/validate_schema.py	137	except Exception:	CODE
LOW	tools/validate_schema.py	168	except Exception as e:	CODE
LOW	tools/validate_schema.py	293	except Exception as e:	CODE
LOW	tools/build_android_agents.py	449	except Exception:	CODE
LOW	tools/check_maautils_sync.py	308	except Exception as e:	CODE
LOW	tools/setup/setup_workspace.py	275	except Exception as exc:	CODE
LOW	tools/setup/setup_workspace.py	341	except Exception as e:	CODE
LOW	tools/setup/setup_workspace.py	356	except Exception as e:	CODE
LOW	tools/setup/setup_workspace.py	368	except Exception as e:	CODE
LOW	tools/setup/setup_workspace.py	713	except Exception as e:	CODE
LOW	tools/setup/setup_workspace.py	776	except Exception as e:	CODE
LOW	tools/setup/setup_workspace.py	829	except Exception as e:	CODE
LOW	tools/setup/setup_workspace.py	881	except Exception as e:	CODE
LOW	tools/setup/setup_workspace.py	916	except Exception as e:	CODE
LOW	tools/setup/setup_workspace.py	1144	except Exception as e:	CODE
LOW	tools/setup/setup_workspace.py	1179	except Exception as e:	CODE
LOW	tools/setup/setup_workspace.py	1216	except Exception:	CODE
LOW	tools/setup/setup_workspace.py	1239	except Exception:	CODE
LOW	tools/setup/setup_workspace.py	1268	except Exception:	CODE
LOW	tools/setup/setup_workspace.py	1356	except Exception as e:	CODE
LOW	tools/setup/setup_workspace.py	1383	except Exception as e:	CODE
LOW	tools/setup/setup_workspace.py	1418	except Exception as e:	CODE
LOW	tools/setup/setup_workspace.py	1447	except Exception as e:	CODE
LOW	tools/setup/setup_workspace.py	1680	except Exception:	CODE
LOW	tools/setup/setup_workspace.py	1707	except Exception as e:	CODE
LOW	tools/setup/setup_workspace.py	1820	except Exception as e:	CODE
LOW	tools/setup/cli_support.py	62	except Exception:	CODE
LOW	tools/setup/cli_support.py	209	except Exception as e:	CODE
LOW	tools/setup/cli_support.py	217	except Exception:	CODE
LOW	tools/icon_recognition/download.py	634	except Exception as error:	CODE
LOW	tools/i18n/sync_ocr_expected.py	1170	except Exception as exc:	CODE
LOW	tools/MapNavigator/connectors.py	103	except Exception as exc:	CODE
LOW	tools/MapNavigator/connectors.py	134	except Exception as exc:	CODE
LOW	tools/MapNavigator/connectors.py	178	except Exception as exc:	CODE
LOW	tools/MapNavigator/connectors.py	258	except Exception as exc:	CODE
LOW	tools/MapNavigator/connectors.py	455	except Exception:	CODE
LOW	tools/MapNavigator/agent_session.py	99	except Exception as exc:	CODE
LOW	tools/MapNavigator/settings_store.py	57	except Exception:	CODE
LOW	tools/MapNavigator/key_listener.py	70	except Exception as exc:	CODE
LOW	tools/MapNavigator/key_listener.py	86	except Exception as exc:	CODE
LOW	tools/MapNavigator/key_listener.py	122	except Exception:	CODE
LOW	tools/MapNavigator/navtest_service.py	256	except Exception as exc:	CODE
LOW	tools/MapNavigator/navtest_service.py	273	except Exception as exc:	CODE
LOW	tools/MapNavigator/navtest_service.py	411	except Exception as exc:	CODE
MEDIUM	tools/MapNavigator/navtest_service.py	412	print(f"Error in navtest session: {exc}")	CODE
MEDIUM	tools/MapNavigator/navtest_service.py	364	def _run(self) -> None:	CODE
MEDIUM	tools/MapNavigator/runtime.py	98	print(f"Error loading Maa runtime: {exc}")	CODE
LOW⚡	tools/MapNavigator/recording_service.py	177	except Exception as exc:	CODE
MEDIUM⚡	tools/MapNavigator/recording_service.py	178	print(f"Error in recording cycle: {exc}")	CODE
MEDIUM	tools/MapNavigator/recording_service.py	144	def _run(self) -> None:	CODE
LOW	tools/MapNavigator/worker_runner.py	197	except Exception as exc:	CODE
LOW	tools/MapNavigator/worker_runner.py	201	except Exception:	CODE
LOW	tools/MapNavigator/navmesh_backend.py	138	except Exception as exc:	CODE
LOW	tools/MapNavigator/navmesh_backend.py	206	except Exception:	CODE
LOW	tools/MapNavigator/clipboard.py	19	except Exception:	CODE
LOW	tools/MapNavigator/clipboard.py	31	except Exception as exc:	CODE
MEDIUM	tools/MapNavigator/web/serve.py	390	def _compute() -> dict[str, Any]:	CODE
MEDIUM	tools/MapNavigator/web/serve.py	1253	def read_client() -> None:	CODE
LOW	tools/MapNavigator/web/serve.py	137	except Exception as exc:	CODE
LOW	tools/MapNavigator/web/serve.py	194	except Exception:	CODE
22 more matches not shown…

Empty Error Handlers15 hits · 75 pts

Severity	File	Line	Snippet	Context
HIGH	tools/validate_schema.py	137	except Exception:	CODE
HIGH	tools/check_maautils_sync.py	68	except OSError:	CODE
HIGH	tools/cleanup_caches.py	42	except OSError:	CODE
HIGH	tools/setup/setup_workspace.py	1680	except Exception:	CODE
HIGH	tools/setup/build_and_install.py	167	except FileNotFoundError:	CODE
HIGH	tools/setup/build_and_install.py	505	except FileNotFoundError:	CODE
HIGH	tools/icon_recognition/ui_icons/generate.py	332	except OSError:	CODE
HIGH	tools/MapNavigator/key_listener.py	142	except AttributeError:	CODE
HIGH	tools/MapNavigator/key_listener.py	149	except AttributeError:	CODE
HIGH	tools/MapNavigator/model.py	365	except (TypeError, ValueError):	CODE
HIGH	tools/MapNavigator/worker_runner.py	83	except OSError:	CODE
HIGH	tools/MapNavigator/worker_runner.py	201	except Exception:	CODE
HIGH	tools/MapNavigator/clipboard.py	19	except Exception:	CODE
HIGH	tools/MapNavigator/web/serve.py	1277	except WebSocketDisconnect:	CODE
HIGH	tools/MapNavigator/web/serve.py	1268	except Exception:	CODE

Deep Nesting65 hits · 57 pts

Severity	File	Line	Context
LOW	tools/validate_schema.py	25	CODE
LOW	tools/validate_schema.py	143	CODE
LOW	tools/validate_schema.py	226	CODE
LOW	tools/build_android_agents.py	456	CODE
LOW	tools/check_maautils_sync.py	240	CODE
LOW	tools/merge_pipeline.py	10	CODE
LOW	tools/merge_pipeline.py	18	CODE
LOW	tools/add_node_defaults.py	59	CODE
LOW	tools/add_node_defaults.py	125	CODE
LOW	tools/essence_filter/extract_skill_pools.py	50	CODE
LOW	tools/essence_filter/extract_skill_pools.py	98	CODE
LOW	tools/essence_filter/build_autoessence_tasks.py	398	CODE
LOW	tools/essence_filter/build_locations.py	94	CODE
LOW	tools/optimize_templates/optimize_templates.py	63	CODE
LOW	tools/setup/dep_3rdparty.py	102	CODE
LOW	tools/setup/setup_workspace.py	294	CODE
LOW	tools/setup/setup_workspace.py	560	CODE
LOW	tools/setup/setup_workspace.py	718	CODE
LOW	tools/setup/setup_workspace.py	834	CODE
LOW	tools/setup/setup_workspace.py	1315	CODE
LOW	tools/setup/setup_workspace.py	1573	CODE
LOW	tools/setup/build_and_install.py	182	CODE
LOW	tools/setup/build_and_install.py	353	CODE
LOW	tools/setup/build_and_install.py	512	CODE
LOW	tools/icon_recognition/download.py	612	CODE
LOW	tools/icon_recognition/publish.py	138	CODE
LOW	tools/icon_recognition/ui_icons/generate.py	263	CODE
LOW	tools/zmdmap/datasets/teleport_anchors.py	53	CODE
LOW	tools/zmdmap/datasets/sell_product.py	15	CODE
LOW	tools/zmdmap/datasets/stock_staple.py	49	CODE
LOW	tools/zmdmap/datasets/region3d/lua.py	32	CODE
LOW	tools/zmdmap/datasets/region3d/lua.py	141	CODE
LOW	tools/zmdmap/datasets/region3d/provider.py	101	CODE
LOW	tools/zmdmap/datasets/region3d/generator.py	126	CODE
LOW	tools/zmdmap/datasets/region3d/generator.py	191	CODE
LOW	tools/zmdmap/datasets/region3d/generator.py	302	CODE
LOW	tools/i18n/sync_ocr_expected.py	523	CODE
LOW	tools/i18n/sync_ocr_expected.py	555	CODE
LOW	tools/i18n/sync_ocr_expected.py	603	CODE
LOW	tools/i18n/sync_ocr_expected.py	660	CODE
LOW	tools/i18n/sync_ocr_expected.py	746	CODE
LOW	tools/i18n/sync_ocr_expected.py	872	CODE
LOW	tools/i18n/sync_ocr_expected.py	1110	CODE
LOW	tools/i18n/sync_ocr_expected.py	111	CODE
LOW	tools/i18n/sync_ocr_expected.py	135	CODE
LOW	tools/AutoCollectRoute/route_builder.py	106	CODE
LOW	tools/AutoCollectRoute/route_reader.py	115	CODE
LOW	tools/MapNavigator/connectors.py	503	CODE
LOW	tools/MapNavigator/navtest_service.py	166	CODE
LOW	tools/MapNavigator/json_import.py	254	CODE
LOW	tools/MapNavigator/json_import.py	821	CODE
LOW	tools/MapNavigator/json_import.py	867	CODE
LOW	tools/MapNavigator/model.py	338	CODE
LOW	tools/MapNavigator/worker_runner.py	128	CODE
LOW	tools/MapNavigator/navmesh_backend.py	121	CODE
LOW	tools/MapNavigator/navmesh_backend.py	270	CODE
LOW	tools/MapNavigator/web/serve.py	452	CODE
LOW	tools/MapNavigator/web/serve.py	658	CODE
LOW	tools/MapNavigator/web/serve.py	878	CODE
LOW	tools/MapNavigator/web/serve.py	1192	CODE
5 more matches not shown…

Cross-Language Confusion4 hits · 12 pts

Severity	File	Line	Snippet	Context
HIGH	tools/setup/build_and_install.py	405	f'call "{vcvarsall}" {msvc_arch} >nul && set',	CODE
HIGH	tools/zmdmap/utils/tables.py	11	- 缺字段与 ``null`` 都要能读。游戏表里 ``{"id": …, "text": null}`` 很常见，所以每个字段都有默认值，	STRING
HIGH	tools/zmdmap/utils/tables.py	24	"""表里的文本引用：``{"id": 123, "text": null}``；``text`` 是上游偶尔内联的中文。"""	STRING
HIGH	tools/MapNavigator/web/serve.py	1297	"assert_target": {"zone_id":…, "target":[x,y,w,h]} \| null}。	STRING

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	tools/MapNavigator/test_recording_service.py	67	service._session.open.call_args.kwargs.get("resource_dirs"),	CODE

Structural Annotation Overuse6 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	docs/en_us/developers/super-basic-introduction.md	429	### Step 0: Tell Git Who You Are (One-Time Setup)	COMMENT
LOW	docs/en_us/developers/super-basic-introduction.md	464	### Step 1: Create a Branch	COMMENT
LOW	docs/en_us/developers/super-basic-introduction.md	475	### Step 2: Make the Changes — Write a Node + Make a Template	COMMENT
LOW	docs/en_us/developers/super-basic-introduction.md	482	### Step 3: Commit — Save	COMMENT
LOW	docs/en_us/developers/super-basic-introduction.md	494	### Step 4: Push — Upload to GitHub	COMMENT
LOW	docs/en_us/developers/super-basic-introduction.md	523	### Step 5: Open PR (On the Webpage)	COMMENT

Modern Structural Boilerplate6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	tools/essence_filter/build_locations.py	78	def _update_data_version(config_path: Path, synced_at: str) -> None:	CODE
LOW	tools/setup/setup_workspace.py	391	def _update_versions(install_root: Path, values: dict[str, str \| None]) -> None:	CODE
LOW	tools/zmdmap/__init__.py	19	__all__ = ["payload_of", "read_payload"]	CODE
LOW	tools/MapNavigator/model.py	226	def set_point_actions(point: PathPoint, actions: list[int]) -> None:	CODE
LOW	tools/MapNavigator/model.py	232	def set_manual_point_actions(point: PathPoint, actions: list[int]) -> None:	CODE
LOW⚡	tools/MapNavigator/recording_service.py	187	def _update_live_position(self, position: LivePosition) -> None:	CODE

Unused Imports3 hits · 3 pts

Severity	File	Line	Context
LOW	tools/validate_schema.py	13	CODE
LOW	tools/zmdmap/__init__.py	17	CODE
LOW	tools/zmdmap/__init__.py	17	CODE

MaaEnd/MaaEnd

Open-Source Code Quality, Security and Technical Debt Review