3.7

Adjusted Signal

3.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

6.2K

Stars

TypeScript

Language

697.2K

Lines of Code

2.9K

Files

1.7K

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 10.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1416 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 41 finding(s).

Agent Over-Engineering Ratio 13.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1414 finding(s).

PR Review Velocity Impact 15.9/100 · LOW

Which changes need focused human review? 1741 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 7HIGH 33MEDIUM 222LOW 1479

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 1741 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.

Hyper-Verbose Identifiers1130 hits · 1136 pts

Severity	File	Line	Snippet	Context
LOW	…ts/2026-06-17-markdown-mermaid-share-preview-design.md	577	function getHtmlShareSourceTypeForArtifact(artifact: Artifact): HtmlShareSourceType \| null {	CODE
LOW	…ts/2026-06-17-markdown-mermaid-share-preview-design.md	621	function collectMarkdownLocalAssets(markdown: string, baseDir: string, allowedRoot: string): MarkdownAsset[]	CODE
LOW	…ifacts/2026-07-01-auto-open-artifact-preview-design.md	179	export function selectAutoPreviewArtifact(	CODE
LOW	…ures/kit/2026-05-29-kit-capability-reference-design.md	253	function normalizeMarketplaceKitForInstall(	CODE
LOW	…ures/kit/2026-05-29-kit-capability-reference-design.md	362	function resolveSelectedKitCapabilities(	CODE
LOW	…terprise-config/2026-03-23-enterprise-config-design.md	250	export function resolveEnterpriseConfigPath(): string \| null	CODE
LOW	…terprise-config/2026-03-23-enterprise-config-design.md	403	export function resolveEnterpriseConfigPath(): string \| null {	CODE
LOW	…ocal-callback/2026-06-05-auth-local-callback-design.md	318	function resolveElectronCallbackUrl(authCode: string): string {	CODE
LOW	…sync/2026-08-24-im-session-list-channel-icon-design.md	289	export function getIMSessionPlatformLabel(platform?: Platform \| null): string \| null;	CODE
LOW	…eatures/cowork-steer/2026-07-06-cowork-steer-design.md	524	function resolveCoworkSubmitIntent(state: PromptState): SubmitIntent {	CODE
LOW	…viders/2026-03-31-refactor-build-provider-selection.md	201	function getEffectiveProviderApiFormat(providerName: string, apiFormat: unknown): AnthropicApiFormat {	CODE
LOW	…viders/2026-03-31-refactor-build-provider-selection.md	1002	function getEffectiveProviderApiFormat(providerName: string, apiFormat: unknown): AnthropicApiFormat {	CODE
LOW	…viders/2026-03-31-refactor-build-provider-selection.md	1017	function getEffectiveProviderApiFormat(providerName: string, apiFormat: unknown): AnthropicApiFormat {	CODE
LOW	…-proxy/2026-10-17-remove-cowork-compat-proxy-design.md	110	export async function startCopilotLoopbackProxy(options: {	CODE
LOW	…-proxy/2026-10-17-remove-cowork-compat-proxy-design.md	116	export function getCopilotLoopbackBaseUrl(): string \| null; // http://127.0.0.1:<port>	CODE
LOW	…del-invalid/2026-04-03-agent-model-selection-design.md	349	export function resolveAgentModelSelection({	CODE
LOW	…5-26-windows-update-vbscript-deprecation-fix-design.md	181	async function spawnDetachedWindowsUpdateLauncher(scriptPath: string): Promise<number \| undefined>	CODE
LOW	…/2026-05-22-qwen-coding-plan-qwen36-plus-fix-design.md	176	export function buildQwenModelCatalogForBaseUrl(	CODE
LOW	…/2026-05-22-qwen-coding-plan-qwen36-plus-fix-design.md	192	export function buildQwenModelCatalogForBaseUrl(	CODE
LOW	…026-07-05-agent-identity-agents-md-migration-design.md	268	export function removeLegacyAgentsMdIdentityBlock(content: string): {	CODE
LOW	tests/openclaw-plugin-patches-popo-sdk.test.ts	23	'export function createChannelReplyPipeline(params) { state.replies.push(params); return { state, params }; }',	CODE
LOW	tests/openclawWindowsPayload.test.ts	31	function createOpenClawWindowsPayloadFilter(root: string, target: string \| undefined) {	CODE
LOW	tests/openclaw-plugin-patches-popo.test.ts	14	function createFabricManagerFixture(filePath: string): void {	CODE
LOW	tests/openclaw-plugin-patches-popo.test.ts	23	'function getFabricCliTestOverrides() { return undefined; }',	CODE
LOW	tests/xlsx/test_recalc.py	24	def test_timeout_preserves_original_and_stops_only_its_process_tree(self, popen, _which):	CODE
LOW	tests/xlsx/test_recalc.py	36	def test_unsupported_format_is_not_converted_or_overwritten(self):	CODE
LOW⚡	tests/xlsx/test_recalc.py	61	def test_success_validates_and_replaces_the_workbook(self):	CODE
LOW⚡	tests/xlsx/test_recalc.py	66	def test_concurrent_user_edit_is_preserved(self):	CODE
LOW⚡	tests/xlsx/test_recalc.py	70	def test_invalid_converted_workbook_never_replaces_source(self):	CODE
LOW	tests/helpers/openclawGatewayRepairSmoke.ts	7	export async function readRepairedGatewayHistory(params: {	CODE
LOW	scripts/setup-mingit.js	183	function ensurePortableGitRuntimeDirs(required) {	CODE
LOW	scripts/setup-python-runtime.js	529	async function bootstrapRuntimeOnWindows() {	CODE
LOW	scripts/setup-python-runtime.js	609	function findPortablePythonExecutable(baseDir = OUTPUT_DIR) {	CODE
LOW	scripts/setup-python-runtime.js	622	async function ensurePortablePythonRuntime(options = {}) {	CODE
LOW	SKILLs/imap-smtp-email/scripts/attachment-storage.js	28	function sanitizeAttachmentFilename(filename, fallbackIndex = 1) {	CODE
LOW	SKILLs/imap-smtp-email/scripts/attachment-storage.js	62	function assertSafeDirectorySegment(value, label) {	CODE
LOW	SKILLs/imap-smtp-email/scripts/imap.js	35	function formatAttachmentFilenameForLog(value) {	CODE
LOW	SKILLs/pdf/scripts/fill_fillable_fields.py	59	def validation_error_for_field_value(field_info, field_value):	CODE
LOW	SKILLs/pdf/scripts/extract_form_field_info.py	12	def get_full_annotation_field_id(annotation):	CODE
LOW	SKILLs/pdf/scripts/check_bounding_boxes.py	18	def get_bounding_box_messages(fields_json_stream) -> list[str]:	CODE
LOW	SKILLs/pdf/scripts/check_bounding_boxes_test.py	38	def test_label_entry_intersection_same_field(self):	CODE
LOW	SKILLs/pdf/scripts/check_bounding_boxes_test.py	56	def test_intersection_between_different_fields(self):	CODE
LOW	SKILLs/pdf/scripts/check_bounding_boxes_test.py	80	def test_different_pages_no_intersection(self):	CODE
LOW	SKILLs/pdf/scripts/check_bounding_boxes_test.py	104	def test_entry_height_too_small(self):	CODE
LOW	SKILLs/pdf/scripts/check_bounding_boxes_test.py	125	def test_entry_height_adequate(self):	CODE
LOW	SKILLs/pdf/scripts/check_bounding_boxes_test.py	183	def test_multiple_errors_limit(self):	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/docx.py	72	def validate_whitespace_preservation(self):	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/docx.py	173	def count_paragraphs_in_unpacked(self):	CODE
LOW⚡	SKILLs/pptx/ooxml/scripts/validation/docx.py	192	def count_paragraphs_in_original(self):	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/redlining.py	217	def _remove_claude_tracked_changes(self, root):	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/pptx.py	128	def validate_slide_layout_ids(self):	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/pptx.py	203	def validate_no_duplicate_slide_layouts(self):	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/pptx.py	243	def validate_notes_slide_references(self):	CODE
LOW⚡	SKILLs/pptx/ooxml/scripts/validation/base.py	765	def _clean_ignorable_namespaces(self, xml_doc):	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	388	def validate_all_relationship_ids(self):	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	486	def _get_expected_relationship_type(self, element_name):	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	641	def validate_file_against_xsd(self, xml_file, verbose=False):	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	791	def _remove_ignorable_elements(self, root):	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	815	def _preprocess_for_mc_ignorable(self, xml_doc):	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	826	def _validate_single_file_xsd(self, xml_file, base_path):	CODE
1070 more matches not shown…

Decorative Section Separators189 hits · 615 pts

Severity	File	Line	Snippet	Context
MEDIUM	…viders/2026-03-31-refactor-build-provider-selection.md	74	// ─── Provider Name ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…viders/2026-03-31-refactor-build-provider-selection.md	96	// ─── OpenClaw Provider ID ───────────────────────────────────────────────	COMMENT
MEDIUM⚡	…viders/2026-03-31-refactor-build-provider-selection.md	119	// ─── OpenClaw API Protocol ──────────────────────────────────────────────	COMMENT
MEDIUM⚡	…viders/2026-03-31-refactor-build-provider-selection.md	128	// ─── API Format (provider 默认协议格式) ─────────────────────────────────	COMMENT
MEDIUM⚡	…viders/2026-03-31-refactor-build-provider-selection.md	136	// ─── Auth Type ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/build-openclaw-runtime.sh	98	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/build-openclaw-runtime.sh	103	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-explorer/scripts/quote.py	28	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-explorer/scripts/quote.py	30	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	SKILLs/stock-explorer/scripts/quote.py	66	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	SKILLs/stock-explorer/scripts/quote.py	68	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	SKILLs/stock-explorer/scripts/quote.py	82	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	SKILLs/stock-explorer/scripts/quote.py	84	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-explorer/scripts/quote.py	209	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-explorer/scripts/quote.py	211	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/technology-news-search/scripts/search_news.js	105	// ── web-search skill integration ──────────────────────────────────	COMMENT
MEDIUM	SKILLs/technology-news-search/scripts/search_news.js	214	// ── end web-search integration ────────────────────────────────────	COMMENT
MEDIUM	SKILLs/skill-creator/eval-viewer/generate_review.py	284	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/skill-creator/eval-viewer/generate_review.py	286	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-announcements/scripts/announcements.py	31	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-announcements/scripts/announcements.py	33	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-announcements/scripts/announcements.py	89	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-announcements/scripts/announcements.py	91	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	SKILLs/stock-announcements/scripts/announcements.py	130	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	SKILLs/stock-announcements/scripts/announcements.py	132	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-announcements/scripts/announcements.py	157	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-announcements/scripts/announcements.py	159	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-analyzer/scripts/analyze.py	20	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-analyzer/scripts/analyze.py	22	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-analyzer/scripts/analyze.py	51	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-analyzer/scripts/analyze.py	53	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-analyzer/scripts/analyze.py	139	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-analyzer/scripts/analyze.py	141	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-analyzer/scripts/analyze.py	170	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-analyzer/scripts/analyze.py	172	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-analyzer/scripts/analyze.py	307	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	SKILLs/stock-analyzer/scripts/analyze.py	309	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	src/renderer/types/cowork.ts	501	// ── Dreaming content display types ──────────────────────────────────	COMMENT
MEDIUM	src/renderer/utils/userMessageFileAttachments.test.ts	5	// ─── Passthrough ────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer/utils/userMessageFileAttachments.test.ts	45	// ─── Extraction ─────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer/utils/userMessageDisplay.test.ts	5	// ─── Helpers ────────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer/utils/userMessageDisplay.test.ts	18	// ─── Passthrough ────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer/utils/userMessageDisplay.test.ts	47	// ─── LobsterAI goal mode ────────────────────────────────────	COMMENT
MEDIUM	src/renderer/utils/userMessageDisplay.test.ts	73	// ─── Pattern A: NIM/DingTalk ────────────────────────────────	COMMENT
MEDIUM	src/renderer/utils/userMessageDisplay.test.ts	158	// ─── Pattern B: OpenClaw gateway ────────────────────────────	COMMENT
MEDIUM	src/renderer/utils/userMessageDisplay.test.ts	263	// ─── System: timestamp lines ────────────────────────────────	COMMENT
MEDIUM	src/renderer/utils/userMessageDisplay.test.ts	300	// ─── Mac compatibility ──────────────────────────────────────	COMMENT
MEDIUM	src/renderer/utils/userMessageDisplay.test.ts	321	// ─── False positive safety ──────────────────────────────────	COMMENT
MEDIUM	src/renderer/utils/userMessageDisplay.test.ts	346	// ─── \\r\\n handling ─────────────────────────────────────────	COMMENT
MEDIUM	src/renderer/utils/userMessageDisplay.test.ts	375	// ─── Non-image media ────────────────────────────────────────	COMMENT
MEDIUM	src/renderer/components/CodeBlock.tsx	275	// ── First pass: probe whether this really looks like a diff ──────────	COMMENT
MEDIUM	src/renderer/components/CodeBlock.tsx	317	// ── Second pass: split into original / modified ──────────────────────	COMMENT
MEDIUM	src/renderer/components/CodeBlock.tsx	465	// ── DOM structure ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer/components/CodeBlock.tsx	532	// ── Helpers ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer/components/CodeBlock.tsx	572	// ── Event listeners ────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer/components/CodeBlock.tsx	591	// ── Panel interface ────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer/components/CodeBlock.tsx	1229	// ── Static extensions (never reconfigured) ──────────────────────	COMMENT
MEDIUM	src/renderer/components/CodeBlock.tsx	1268	// ── Dynamic compartments (reconfigured on prop changes) ─────────	COMMENT
MEDIUM	…/renderer/components/artifacts/ArtifactPreviewCard.tsx	41	// ── Dropdown Menu for Document Artifacts ──────────────────────────	COMMENT
MEDIUM	…/renderer/components/artifacts/ArtifactPreviewCard.tsx	336	// ── Main Card Component ──────────────────────────────────────────	COMMENT
129 more matches not shown…

Structural Annotation Overuse108 hits · 200 pts

Severity	File	Line	Snippet	Context
LOW	…viders/2026-03-31-refactor-build-provider-selection.md	616	### Step 1: 定义类型和 Registry（不改变行为）	COMMENT
LOW	…viders/2026-03-31-refactor-build-provider-selection.md	631	### Step 2: 重写 `buildProviderSelection`	COMMENT
LOW	…viders/2026-03-31-refactor-build-provider-selection.md	642	### Step 3: 保留 `lobsterai-server` 的日志	COMMENT
LOW	…viders/2026-03-31-refactor-build-provider-selection.md	650	### Step 4: 补充测试	COMMENT
LOW	…ve-migration/2026-05-14-mcp-native-migration-design.md	144	### Step 1: 提取 resolveStdioCommand 为独立模块	COMMENT
LOW	…ve-migration/2026-05-14-mcp-native-migration-design.md	155	### Step 2: 修改 openclawConfigSync.ts	COMMENT
LOW	…ve-migration/2026-05-14-mcp-native-migration-design.md	180	### Step 3: 简化 McpBridgeServer	COMMENT
LOW	…ve-migration/2026-05-14-mcp-native-migration-design.md	193	### Step 4: 重写 main.ts MCP 逻辑	COMMENT
LOW	…ve-migration/2026-05-14-mcp-native-migration-design.md	214	### Step 5: 简化 Renderer 层	COMMENT
LOW	…ve-migration/2026-05-14-mcp-native-migration-design.md	221	### Step 6: 删除废弃文件	COMMENT
LOW⚡	…l-invalid/2026-04-28-fix-agent-model-invalid-design.md	141	### Step 1: 核心模型选择逻辑重构 (`7153cd2`)	COMMENT
LOW⚡	…l-invalid/2026-04-28-fix-agent-model-invalid-design.md	149	### Step 2: 合并冲突解决 (`6144ff1`)	COMMENT
LOW⚡	…l-invalid/2026-04-28-fix-agent-model-invalid-design.md	153	### Step 3: 新建 session 时持久化 modelOverride (`18a33b5`)	COMMENT
LOW⚡	…l-invalid/2026-04-28-fix-agent-model-invalid-design.md	157	### Step 4: 阻止 session.modelOverride 被 normalization 改写 (`2500d89`)	COMMENT
LOW⚡	…l-invalid/2026-04-28-fix-agent-model-invalid-design.md	161	### Step 5: Home 页模型选择解耦 (`0cb02d6`)	COMMENT
LOW⚡	…l-invalid/2026-04-28-fix-agent-model-invalid-design.md	165	### Step 6: 清理 (`0d96884`)	COMMENT
LOW	scripts/generate-app-icon.js	26	// Step 1: Use PowerShell + System.Drawing to resize the source PNG	COMMENT
LOW	scripts/generate-app-icon.js	57	// Step 2: Read resized PNGs and pack into ICO	COMMENT
LOW	SKILLs/pdf/forms.md	85	## Step 1: Visual Analysis (REQUIRED)	COMMENT
LOW	SKILLs/pdf/forms.md	130	### Step 2: Create fields.json and validation images (REQUIRED)	COMMENT
LOW	SKILLs/pdf/forms.md	184	### Step 3: Validate Bounding Boxes (REQUIRED)	COMMENT
LOW	SKILLs/pdf/forms.md	203	### Step 4: Add annotations to the PDF	COMMENT
LOW	SKILLs/content-planner/SKILL.md	56	### Step 1: Clarify Planning Scope	COMMENT
LOW	SKILLs/content-planner/SKILL.md	68	### Step 2: Trending Scan	COMMENT
LOW	SKILLs/content-planner/SKILL.md	87	### Step 3: Competitor Analysis	COMMENT
LOW	SKILLs/content-planner/SKILL.md	98	### Step 4: Generate Topic Recommendations	COMMENT
LOW	SKILLs/content-planner/SKILL.md	114	### Step 5: User Approval	COMMENT
LOW	SKILLs/content-planner/SKILL.md	120	### Step 6: Generate Content Calendar	COMMENT
LOW	SKILLs/content-planner/SKILL.md	145	### Step 7: Output Confirmation	COMMENT
LOW	SKILLs/article-writer/SKILL.md	30	### Step 1: Read the Brief	COMMENT
LOW	SKILLs/article-writer/SKILL.md	42	### Step 2: Determine Writing Style	COMMENT
LOW	SKILLs/article-writer/SKILL.md	56	### Step 3: Material Collection	COMMENT
LOW	SKILLs/article-writer/SKILL.md	71	### Step 4: Generate Outline	COMMENT
LOW	SKILLs/article-writer/SKILL.md	130	### Step 5: User Approval of Outline	COMMENT
LOW	SKILLs/article-writer/SKILL.md	136	### Step 6: Write the Content	COMMENT
LOW	SKILLs/article-writer/SKILL.md	165	### Step 7: Formatting Optimization	COMMENT
LOW	SKILLs/article-writer/SKILL.md	181	### Step 8: Output Draft	COMMENT
LOW	SKILLs/article-writer/SKILL.md	200	### Step 9: Quality Checklist	COMMENT
LOW	SKILLs/article-writer/SKILL.md	214	### Step 1: Generate 10 Candidate Titles	COMMENT
LOW	SKILLs/article-writer/SKILL.md	227	### Step 2: Score and Filter	COMMENT
LOW⚡	SKILLs/technology-news-search/scripts/search_news.js	277	// Step 1: Filter by network accessibility (silent, automatic)	COMMENT
LOW⚡	SKILLs/technology-news-search/scripts/search_news.js	280	// Step 2: Smart routing - filter sources by detected domains	COMMENT
LOW	SKILLs/skill-creator/SKILL.md	171	### Step 1: Spawn all runs (with-skill AND baseline) in the same turn	COMMENT
LOW	SKILLs/skill-creator/SKILL.md	201	### Step 2: While runs are in progress, draft assertions	COMMENT
LOW	SKILLs/skill-creator/SKILL.md	209	### Step 3: As runs complete, capture timing data	COMMENT
LOW	SKILLs/skill-creator/SKILL.md	223	### Step 4: Grade, aggregate, and launch the viewer	COMMENT
LOW	SKILLs/skill-creator/SKILL.md	269	### Step 5: Read the feedback	COMMENT
LOW	SKILLs/skill-creator/SKILL.md	339	### Step 1: Generate trigger eval queries	COMMENT
LOW	SKILLs/skill-creator/SKILL.md	362	### Step 2: Review with user	COMMENT
LOW	SKILLs/skill-creator/SKILL.md	377	### Step 3: Run the optimization loop	COMMENT
LOW	SKILLs/skill-creator/SKILL.md	404	### Step 4: Apply the result	COMMENT
LOW⚡	SKILLs/skill-creator/agents/grader.md	21	### Step 1: Read the Transcript	COMMENT
LOW⚡	SKILLs/skill-creator/agents/grader.md	27	### Step 2: Examine Output Files	COMMENT
LOW⚡	SKILLs/skill-creator/agents/grader.md	33	### Step 3: Evaluate Each Assertion	COMMENT
LOW⚡	SKILLs/skill-creator/agents/grader.md	43	### Step 4: Extract and Verify Claims	COMMENT
LOW	SKILLs/skill-creator/agents/grader.md	61	### Step 5: Read User Notes	COMMENT
LOW	SKILLs/skill-creator/agents/grader.md	68	### Step 6: Critique the Evals	COMMENT
LOW	SKILLs/skill-creator/agents/grader.md	81	### Step 7: Write Grading Results	COMMENT
LOW	SKILLs/skill-creator/agents/grader.md	101	### Step 8: Read Executor Metrics and Timing	COMMENT
LOW⚡	SKILLs/skill-creator/agents/comparator.md	22	### Step 1: Read Both Outputs	COMMENT
48 more matches not shown…

Empty Error Handlers21 hits · 105 pts

Severity	File	Line	Snippet	Context
HIGH	SKILLs/xlsx/recalc.py	150	except (FileNotFoundError, subprocess.TimeoutExpired):	CODE
HIGH	SKILLs/skill-creator/eval-viewer/generate_review.py	303	except subprocess.TimeoutExpired:	CODE
HIGH	SKILLs/skill-creator/eval-viewer/generate_review.py	231	except (json.JSONDecodeError, OSError, KeyError):	CODE
HIGH	SKILLs/skill-creator/eval-viewer/generate_review.py	428	except (json.JSONDecodeError, OSError):	CODE
HIGH	SKILLs/skill-creator/eval-viewer/generate_review.py	97	except (json.JSONDecodeError, OSError):	CODE
HIGH	SKILLs/skill-creator/eval-viewer/generate_review.py	135	except (json.JSONDecodeError, OSError):	CODE
HIGH	SKILLs/skill-creator/eval-viewer/generate_review.py	111	except OSError:	CODE
HIGH	SKILLs/skill-creator/eval-viewer/generate_review.py	299	except (ProcessLookupError, ValueError):	CODE
HIGH	SKILLs/skill-creator/eval-viewer/generate_review.py	340	except (json.JSONDecodeError, OSError):	CODE
HIGH	SKILLs/skill-creator/scripts/aggregate_benchmark.py	146	except json.JSONDecodeError:	CODE
HIGH	SKILLs/pptx/ooxml/scripts/validation/redlining.py	59	except Exception:	CODE
HIGH	SKILLs/pptx/ooxml/scripts/validation/redlining.py	211	except (subprocess.CalledProcessError, FileNotFoundError, Exception):	CODE
HIGH	SKILLs/pptx/scripts/rearrange.py	124	except Exception:	CODE
HIGH	SKILLs/pptx/scripts/inventory.py	384	except Exception:	CODE
HIGH	SKILLs/pptx/scripts/inventory.py	504	except Exception:	CODE
HIGH	SKILLs/pptx/scripts/inventory.py	219	except (AttributeError, TypeError):	CODE
HIGH	SKILLs/docx/ooxml/scripts/validation/redlining.py	59	except Exception:	CODE
HIGH	SKILLs/docx/ooxml/scripts/validation/redlining.py	211	except (subprocess.CalledProcessError, FileNotFoundError, Exception):	CODE
HIGH	SKILLs/docx/scripts/document.py	900	except ValueError:	CODE
HIGH	SKILLs/docx/scripts/document.py	85	except ValueError:	CODE
HIGH	SKILLs/docx/scripts/utilities.py	298	except ValueError:	CODE

Excessive Try-Catch Wrapping66 hits · 92 pts

Severity	File	Line	Snippet	Context
LOW⚡	SKILLs/stock-explorer/scripts/quote.py	78	except Exception:	CODE
LOW	SKILLs/xlsx/recalc.py	103	except Exception:	CODE
LOW	SKILLs/xlsx/recalc.py	129	except Exception as exc:	CODE
LOW	SKILLs/xlsx/recalc.py	221	except Exception as e:	CODE
LOW	SKILLs/pdf/reference.md	484	except Exception as e:	CODE
LOW	SKILLs/pdf/reference.md	504	except Exception as e:	CODE
LOW	SKILLs/pdf/reference.md	578	except Exception as e:	CODE
MEDIUM	SKILLs/skill-creator/eval-viewer/generate_review.py	408	print(f"Error: {workspace} is not a directory", file=sys.stderr)	CODE
LOW	SKILLs/skill-creator/scripts/run_eval.py	223	except Exception as e:	CODE
MEDIUM	SKILLs/skill-creator/scripts/run_eval.py	276	print(f"Error: No SKILL.md found at {skill_path}", file=sys.stderr)	CODE
LOW	SKILLs/skill-creator/scripts/package_skill.py	106	except Exception as e:	CODE
MEDIUM	SKILLs/skill-creator/scripts/improve_description.py	204	print(f"Error: No SKILL.md found at {skill_path}", file=sys.stderr)	CODE
MEDIUM	SKILLs/skill-creator/scripts/run_loop.py	269	print(f"Error: No SKILL.md found at {skill_path}", file=sys.stderr)	CODE
LOW	SKILLs/pptx/ooxml/scripts/pack.py	128	except Exception as e:	CODE
MEDIUM	SKILLs/pptx/ooxml/scripts/validate.py	52	print(f"Error: Validation not supported for file type {file_extension}")	CODE
LOW⚡	SKILLs/pptx/ooxml/scripts/validation/docx.py	187	except Exception as e:	CODE
MEDIUM⚡	SKILLs/pptx/ooxml/scripts/validation/docx.py	188	print(f"Error counting paragraphs in unpacked document: {e}")	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/docx.py	211	except Exception as e:	CODE
MEDIUM	SKILLs/pptx/ooxml/scripts/validation/docx.py	212	print(f"Error counting paragraphs in original document: {e}")	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/redlining.py	59	except Exception:	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/redlining.py	71	except Exception as e:	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/pptx.py	228	except Exception as e:	CODE
LOW⚡	SKILLs/pptx/ooxml/scripts/validation/base.py	471	except Exception as e:	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	140	except Exception as e:	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	359	except Exception as e:	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	604	except Exception:	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	626	except Exception as e:	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	866	except Exception as e:	CODE
MEDIUM	SKILLs/pptx/scripts/thumbnail.py	100	print(f"Error: Invalid PowerPoint file: {args.input}")	CODE
MEDIUM	SKILLs/pptx/scripts/thumbnail.py	124	print("Error: No slides found")	CODE
LOW⚡	SKILLs/pptx/scripts/thumbnail.py	144	except Exception as e:	CODE
MEDIUM⚡	SKILLs/pptx/scripts/thumbnail.py	145	print(f"Error: {e}")	CODE
LOW	SKILLs/pptx/scripts/thumbnail.py	351	except Exception:	CODE
MEDIUM⚡	SKILLs/pptx/scripts/rearrange.py	58	print(f"Error: Template file not found: {args.template}")	STRING
MEDIUM⚡	SKILLs/pptx/scripts/rearrange.py	68	print(f"Error: {e}")	STRING
LOW⚡	SKILLs/pptx/scripts/rearrange.py	70	except Exception as e:	STRING
MEDIUM⚡	SKILLs/pptx/scripts/rearrange.py	71	print(f"Error processing presentation: {e}")	STRING
LOW	SKILLs/pptx/scripts/rearrange.py	124	except Exception:	CODE
MEDIUM	SKILLs/pptx/scripts/inventory.py	84	print(f"Error: Input file not found: {args.input}")	STRING
MEDIUM	SKILLs/pptx/scripts/inventory.py	88	print("Error: Input must be a PowerPoint file (.pptx)")	STRING
LOW	SKILLs/pptx/scripts/inventory.py	120	except Exception as e:	STRING
MEDIUM	SKILLs/pptx/scripts/inventory.py	121	print(f"Error processing presentation: {e}")	STRING
LOW	SKILLs/pptx/scripts/inventory.py	384	except Exception:	CODE
LOW	SKILLs/pptx/scripts/inventory.py	504	except Exception:	CODE
LOW	SKILLs/pptx/scripts/inventory.py	601	except Exception:	CODE
MEDIUM⚡	SKILLs/pptx/scripts/replace.py	367	print(f"Error: Input file '{input_pptx}' not found")	CODE
MEDIUM⚡	SKILLs/pptx/scripts/replace.py	371	print(f"Error: Replacements JSON file '{replacements_json}' not found")	CODE
LOW⚡	SKILLs/pptx/scripts/replace.py	376	except Exception as e:	CODE
MEDIUM⚡	SKILLs/pptx/scripts/replace.py	377	print(f"Error applying replacements: {e}")	CODE
LOW	SKILLs/stock-announcements/scripts/announcements.py	52	except Exception as exc:	CODE
LOW⚡	SKILLs/stock-announcements/scripts/announcements.py	125	except Exception as exc:	CODE
LOW	SKILLs/docx/ooxml/scripts/pack.py	128	except Exception as e:	CODE
MEDIUM	SKILLs/docx/ooxml/scripts/validate.py	52	print(f"Error: Validation not supported for file type {file_extension}")	CODE
LOW⚡	SKILLs/docx/ooxml/scripts/validation/docx.py	187	except Exception as e:	CODE
MEDIUM⚡	SKILLs/docx/ooxml/scripts/validation/docx.py	188	print(f"Error counting paragraphs in unpacked document: {e}")	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/docx.py	211	except Exception as e:	CODE
MEDIUM	SKILLs/docx/ooxml/scripts/validation/docx.py	212	print(f"Error counting paragraphs in original document: {e}")	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/redlining.py	59	except Exception:	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/redlining.py	71	except Exception as e:	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/pptx.py	228	except Exception as e:	CODE
6 more matches not shown…

Hallucination Indicators7 hits · 70 pts

Severity	File	Line	Snippet	Context
CRITICAL	tests/betterSqlite3MacPayload.test.ts	191	context.packager.info.options.targets.set(Platform.MAC, new Map([[Arch.universal, ['dmg']]]));	CODE
CRITICAL	…erer/components/settings/BrowserCredentialSettings.tsx	93	const response = await window.electron.openclaw.browser.credentials.requestAccess();	CODE
CRITICAL	…erer/components/settings/BrowserCredentialSettings.tsx	129	const response = await window.electron.openclaw.browser.credentials.save({	CODE
CRITICAL	…erer/components/settings/BrowserCredentialSettings.tsx	154	const response = await window.electron.openclaw.browser.credentials.delete({	CODE
CRITICAL	…/artifacts/renderers/markdownPreviewReferences.test.ts	95	expect(marks.every(decoration => decoration.value.spec.attributes.title.startsWith('Reference title\n'))).toBe(true);	CODE
CRITICAL	src/main/libs/agentBrowserHost.test.ts	476	const popupView = mainWindow.contentView.addChildView.mock.calls.at(-1)?.[0];	CODE
CRITICAL	src/main/desktopCompanion/companionSelection.test.ts	106	const calls = win.webContents.send.mock.calls.filter(([channel]) => channel === DesktopCompanionIpc.Selection);	CODE

Redundant / Tautological Comments41 hits · 69 pts

Severity	File	Line	Snippet	Context
LOW	scripts/fix-mac-icon-display.sh	31	# Check if CFBundleIconName is already set	COMMENT
LOW	scripts/regenerate-mac-icon.sh	16	# Check if source PNG exists	COMMENT
LOW	SKILLs/xlsx/recalc.py	146	# Check if gtimeout is available on macOS	COMMENT
LOW	SKILLs/pptx/ooxml/scripts/validation/docx.py	90	# Check if text starts or ends with whitespace	COMMENT
LOW	SKILLs/pptx/ooxml/scripts/validation/docx.py	92	# Check if xml:space="preserve" attribute exists	COMMENT
LOW	SKILLs/pptx/ooxml/scripts/validation/pptx.py	94	# Check if this is an ID attribute	COMMENT
LOW	SKILLs/pptx/ooxml/scripts/validation/pptx.py	97	# Check if value looks like a UUID (has the right length and pattern structure)	COMMENT
LOW	SKILLs/pptx/ooxml/scripts/validation/pptx.py	125	# Check if it's 32 hex-like characters (could include invalid hex chars)	COMMENT
LOW⚡	SKILLs/pptx/ooxml/scripts/validation/base.py	449	# Check if the ID exists	COMMENT
LOW⚡	SKILLs/pptx/ooxml/scripts/validation/base.py	456	# Check if we have type expectations for this element	COMMENT
LOW⚡	SKILLs/pptx/ooxml/scripts/validation/base.py	463	# Check if the actual type matches or contains the expected type	COMMENT
LOW⚡	SKILLs/pptx/ooxml/scripts/validation/base.py	759	# Check if file is in a main content folder and use appropriate schema	COMMENT
LOW⚡	SKILLs/pptx/ooxml/scripts/validation/base.py	776	# Check if attribute is from a namespace other than allowed ones	COMMENT
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	212	# Check if this element type has ID uniqueness requirements	COMMENT
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	503	# Check if this might be a compound like "sldMasterId"	COMMENT
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	619	# Check if it's a known media extension that should be declared	COMMENT
LOW	SKILLs/pptx/scripts/inventory.py	873	# Check if there's meaningful overlap (more than tolerance)	COMMENT
LOW	SKILLs/pptx/scripts/replace.py	173	# Check if slide exists	COMMENT
LOW	SKILLs/pptx/scripts/replace.py	306	# Check if any text overflow got worse	COMMENT
LOW	SKILLs/web-search/scripts/stop-server.sh	8	# Check if PID file exists	COMMENT
LOW	SKILLs/web-search/scripts/stop-server.sh	17	# Check if process is running	COMMENT
LOW	SKILLs/web-search/scripts/search.sh	227	# Check if server is running	COMMENT
LOW	SKILLs/web-search/scripts/start-server.sh	186	# Check if server is already running	COMMENT
LOW	SKILLs/local-tools/scripts/calendar.sh	512	# Check if error is permission-related	COMMENT
LOW	SKILLs/local-tools/scripts/calendar.sh	569	# Check if result indicates permission error	COMMENT
LOW	SKILLs/docx/ooxml/scripts/validation/docx.py	90	# Check if text starts or ends with whitespace	COMMENT
LOW	SKILLs/docx/ooxml/scripts/validation/docx.py	92	# Check if xml:space="preserve" attribute exists	COMMENT
LOW	SKILLs/docx/ooxml/scripts/validation/pptx.py	94	# Check if this is an ID attribute	COMMENT
LOW	SKILLs/docx/ooxml/scripts/validation/pptx.py	97	# Check if value looks like a UUID (has the right length and pattern structure)	COMMENT
LOW	SKILLs/docx/ooxml/scripts/validation/pptx.py	125	# Check if it's 32 hex-like characters (could include invalid hex chars)	COMMENT
LOW⚡	SKILLs/docx/ooxml/scripts/validation/base.py	449	# Check if the ID exists	COMMENT
LOW⚡	SKILLs/docx/ooxml/scripts/validation/base.py	456	# Check if we have type expectations for this element	COMMENT
LOW⚡	SKILLs/docx/ooxml/scripts/validation/base.py	463	# Check if the actual type matches or contains the expected type	COMMENT
LOW⚡	SKILLs/docx/ooxml/scripts/validation/base.py	759	# Check if file is in a main content folder and use appropriate schema	COMMENT
LOW⚡	SKILLs/docx/ooxml/scripts/validation/base.py	776	# Check if attribute is from a namespace other than allowed ones	COMMENT
LOW	SKILLs/docx/ooxml/scripts/validation/base.py	212	# Check if this element type has ID uniqueness requirements	COMMENT
LOW	SKILLs/docx/ooxml/scripts/validation/base.py	503	# Check if this might be a compound like "sldMasterId"	COMMENT
LOW	SKILLs/docx/ooxml/scripts/validation/base.py	619	# Check if it's a known media extension that should be declared	COMMENT
LOW	SKILLs/docx/scripts/document.py	539	# Check if it's a numbered list item	COMMENT
LOW	SKILLs/docx/scripts/document.py	1055	# Check if this rsid already exists	COMMENT
LOW	SKILLs/docx/scripts/document.py	1192	# Check if author already exists	COMMENT

Deep Nesting63 hits · 54 pts

Severity	File	Line	Context
LOW	SKILLs/stock-explorer/scripts/quote.py	213	CODE
LOW	SKILLs/xlsx/recalc.py	107	CODE
LOW	SKILLs/pdf/scripts/fill_fillable_fields.py	12	CODE
LOW	SKILLs/pdf/scripts/fill_fillable_fields.py	59	CODE
LOW	SKILLs/pdf/scripts/extract_form_field_info.py	22	CODE
LOW	SKILLs/pdf/scripts/extract_form_field_info.py	62	CODE
LOW	SKILLs/pdf/scripts/check_bounding_boxes.py	18	CODE
LOW	SKILLs/skill-creator/eval-viewer/generate_review.py	85	CODE
LOW	SKILLs/skill-creator/eval-viewer/generate_review.py	149	CODE
LOW	SKILLs/skill-creator/eval-viewer/generate_review.py	288	CODE
LOW	SKILLs/skill-creator/scripts/run_eval.py	35	CODE
LOW	SKILLs/skill-creator/scripts/package_skill.py	42	CODE
LOW	SKILLs/skill-creator/scripts/improve_description.py	19	CODE
LOW	SKILLs/skill-creator/scripts/aggregate_benchmark.py	67	CODE
LOW	SKILLs/skill-creator/scripts/generate_report.py	16	CODE
LOW	SKILLs/skill-creator/scripts/utils.py	7	CODE
LOW	SKILLs/pptx/ooxml/scripts/pack.py	45	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/docx.py	72	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/docx.py	124	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/redlining.py	139	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/redlining.py	217	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/pptx.py	77	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/pptx.py	128	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/pptx.py	243	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	186	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	277	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	388	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	486	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	522	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	688	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/base.py	765	CODE
LOW	SKILLs/pptx/scripts/thumbnail.py	67	CODE
LOW	SKILLs/pptx/scripts/thumbnail.py	321	CODE
LOW	SKILLs/pptx/scripts/rearrange.py	149	CODE
LOW	SKILLs/pptx/scripts/inventory.py	140	CODE
LOW	SKILLs/pptx/scripts/inventory.py	280	CODE
LOW	SKILLs/pptx/scripts/inventory.py	362	CODE
LOW	SKILLs/pptx/scripts/inventory.py	480	CODE
LOW	SKILLs/pptx/scripts/replace.py	143	CODE
LOW	SKILLs/pptx/scripts/replace.py	162	CODE
LOW	SKILLs/pptx/scripts/replace.py	214	CODE
LOW	SKILLs/docx/ooxml/scripts/pack.py	45	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/docx.py	72	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/docx.py	124	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/redlining.py	139	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/redlining.py	217	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/pptx.py	77	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/pptx.py	128	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/pptx.py	243	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/base.py	186	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/base.py	277	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/base.py	388	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/base.py	486	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/base.py	522	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/base.py	688	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/base.py	765	CODE
LOW	SKILLs/docx/scripts/document.py	75	CODE
LOW	SKILLs/docx/scripts/document.py	116	CODE
LOW	SKILLs/docx/scripts/document.py	264	CODE
LOW	SKILLs/docx/scripts/document.py	342	CODE
3 more matches not shown…

Verbosity Indicators25 hits · 50 pts

Severity	File	Line	Snippet	Context
LOW	scripts/generate-app-icon.js	26	// Step 1: Use PowerShell + System.Drawing to resize the source PNG	COMMENT
LOW	scripts/generate-app-icon.js	57	// Step 2: Read resized PNGs and pack into ICO	COMMENT
LOW⚡	SKILLs/technology-news-search/scripts/search_news.js	277	// Step 1: Filter by network accessibility (silent, automatic)	COMMENT
LOW⚡	SKILLs/technology-news-search/scripts/search_news.js	280	// Step 2: Smart routing - filter sources by detected domains	COMMENT
LOW	SKILLs/pptx/scripts/rearrange.py	176	# Step 1: DUPLICATE repeated slides	COMMENT
LOW⚡	SKILLs/pptx/scripts/rearrange.py	200	# Step 2: DELETE unwanted slides (work backwards)	COMMENT
LOW⚡	SKILLs/pptx/scripts/rearrange.py	209	# Step 3: REORDER to final sequence	COMMENT
LOW⚡	SKILLs/web-search/scripts/test-basic.js	18	// Step 1: Launch browser	COMMENT
LOW⚡	SKILLs/web-search/scripts/test-basic.js	23	// Step 2: Connect via Playwright	COMMENT
LOW⚡	SKILLs/web-search/scripts/test-basic.js	28	// Step 3: Get page	COMMENT
LOW⚡	SKILLs/web-search/scripts/test-basic.js	33	// Step 4: Navigate to a test URL	COMMENT
LOW⚡	SKILLs/web-search/scripts/test-basic.js	38	// Step 5: Get page title	COMMENT
LOW⚡	SKILLs/web-search/scripts/test-basic.js	43	// Step 6: Take screenshot	COMMENT
LOW⚡	SKILLs/web-search/scripts/test-basic.js	48	// Step 7: Get text content	COMMENT
LOW	SKILLs/seedance/scripts/generate_video.js	510	// Step 1: 创建任务	COMMENT
LOW⚡	SKILLs/seedance/scripts/generate_video.js	521	// Step 2: 轮询状态	COMMENT
LOW⚡	SKILLs/seedance/scripts/generate_video.js	524	// Step 3: 下载视频	COMMENT
LOW	src/renderer/components/Settings.tsx	3344	// Step 1: Request device code	COMMENT
LOW	src/renderer/components/Settings.tsx	3355	// Step 2: Poll for token	COMMENT
LOW⚡	src/main/libs/githubCopilotAuth.ts	296	// Step 1: Get device code	COMMENT
LOW⚡	src/main/libs/githubCopilotAuth.ts	300	// Step 2: Poll for access token	COMMENT
LOW⚡	src/main/libs/githubCopilotAuth.ts	308	// Step 3: Get user info	COMMENT
LOW⚡	src/main/libs/githubCopilotAuth.ts	311	// Step 4: Get Copilot token (includes derived base URL)	COMMENT
LOW	src/main/im/imGatewayManager.ts	2665	// Step 1: init — obtain nonce	COMMENT
LOW	src/main/im/imGatewayManager.ts	2676	// Step 2: begin — obtain device_code + QR url	COMMENT

Self-Referential Comments10 hits · 31 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	SKILLs/pptx/ooxml/scripts/validation/base.py	767	# Create a clean copy	COMMENT
MEDIUM	SKILLs/pptx/ooxml/scripts/validation/base.py	919	# Create a copy of the document to avoid modifying the original	COMMENT
MEDIUM	SKILLs/pptx/ooxml/scripts/validation/base.py	298	): # This file is not referenced by .rels	CODE
MEDIUM	SKILLs/pptx/scripts/thumbnail.py	401	# Create a highlight overlay	COMMENT
MEDIUM	SKILLs/pptx/scripts/rearrange.py	108	# Create a new relationship in the destination slide for this image	COMMENT
MEDIUM	SKILLs/local-tools/scripts/calendar.sh	71	# Create a new event	COMMENT
MEDIUM⚡	SKILLs/docx/ooxml/scripts/validation/base.py	767	# Create a clean copy	COMMENT
MEDIUM	SKILLs/docx/ooxml/scripts/validation/base.py	919	# Create a copy of the document to avoid modifying the original	COMMENT
MEDIUM	SKILLs/docx/ooxml/scripts/validation/base.py	298	): # This file is not referenced by .rels	CODE
MEDIUM	SKILLs/docx/scripts/document.py	984	# Create the relationship entry	COMMENT

Docstring Block Structure6 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	SKILLs/docx/scripts/document.py	265	Reject an insertion by wrapping its content in a deletion. Wraps all runs inside w:ins in w:del, converting w:t	STRING
HIGH	SKILLs/docx/scripts/document.py	343	Reject a deletion by re-inserting the deleted content. Creates w:ins elements after each w:del, copying deleted	STRING
HIGH	SKILLs/docx/scripts/document.py	483	Mark a w:r or w:p element as deleted with tracked changes (in-place DOM manipulation). For w:r: wraps in <w:del	STRING
HIGH	SKILLs/docx/scripts/document.py	681	Get or create a DocxXMLEditor for the specified XML file. Enables lazy-loaded editors with bracket not	STRING
HIGH	SKILLs/docx/scripts/utilities.py	83	Get a DOM element by tag and identifier. Finds an element by either its line number in the original fi	STRING
HIGH	SKILLs/docx/scripts/utilities.py	313	Parse XML fragment and return list of imported nodes. Args: xml_content: String containing	STRING

Cross-File Repetition6 hits · 30 pts

Severity	File	Snippet	Context
HIGH	SKILLs/pptx/ooxml/scripts/validation/docx.py	run all validation checks and return true if all pass.	STRING
HIGH	SKILLs/pptx/ooxml/scripts/validation/pptx.py	run all validation checks and return true if all pass.	STRING
HIGH	SKILLs/pptx/ooxml/scripts/validation/base.py	run all validation checks and return true if all pass.	STRING
HIGH	SKILLs/docx/ooxml/scripts/validation/docx.py	run all validation checks and return true if all pass.	STRING
HIGH	SKILLs/docx/ooxml/scripts/validation/pptx.py	run all validation checks and return true if all pass.	STRING
HIGH	SKILLs/docx/ooxml/scripts/validation/base.py	run all validation checks and return true if all pass.	STRING

Over-Commented Block27 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	…viders/2026-03-31-refactor-build-provider-selection.md	681	// 场景 1b: lobsterai-server without proxy port	COMMENT
LOW	…viders/2026-03-31-refactor-build-provider-selection.md	701	// 断言:	COMMENT
LOW	…viders/2026-03-31-refactor-build-provider-selection.md	721	// baseUrl 不包含 '/openai' 后缀	COMMENT
LOW	…viders/2026-03-31-refactor-build-provider-selection.md	741		COMMENT
LOW	SKILLs/article-writer/SKILL.md	81	## 分析维度2 (400-600字) — 对比/反面论证	COMMENT
LOW	SKILLs/article-writer/SKILL.md	101	## 开头 (150-200字) — 场景切入 + 悬念	COMMENT
LOW	SKILLs/pptx/scripts/thumbnail.py	21	Usage:	COMMENT
LOW	src/renderer/services/dshAnalytics.ts	41	// Query strings and fragments are where URLs carry tokens; the origin and	COMMENT
LOW	src/shared/cowork/text.ts	1	// The OpenClaw gateway hard-rejects chat.send messages containing U+0000	COMMENT
LOW	src/main/main.ts	11901	// Dual-dispatch pattern: permission responses arrive through one IPC channel	COMMENT
LOW	src/main/main.ts	15601	// Store may not have been initialized — safe to ignore.	COMMENT
LOW	src/main/libs/coworkUtil.ts	961		COMMENT
LOW	src/main/libs/coworkUtil.ts	1001	coworkLog('INFO', 'applyPackagedEnvOverrides', `Set BASH_ENV for UTF-8 console code page: ${env.BASH_ENV}`);	COMMENT
LOW	src/main/libs/coworkUtil.ts	1061	}	COMMENT
LOW	src/main/libs/openclawConfigSync.ts	1801	// Internal launchers only: child env key -> gateway env variable name.	COMMENT
LOW	src/main/libs/openclawConfigSync.ts	2581	// Start with explicit bindings; configured channels receive a fallback	COMMENT
LOW	src/main/libs/openclawConfigSync.ts	2841	plugins: {	COMMENT
LOW	src/main/libs/dshConfigSync.ts	1	// Renders LobsterAI provider configuration into the dsh settings file	COMMENT
LOW	src/main/libs/dshEngineManager.ts	41	pruneInstalledDshRuntimes,	COMMENT
LOW	src/main/libs/dshWebAuth.ts	1	// dsh 0.1.5 serves its web UI only to browsers holding a session cookie. Once	COMMENT
LOW	src/main/libs/openclawUserConfigOverlay.ts	81	//	COMMENT
LOW	src/main/libs/dshSharedHome.ts	1	// Single-writer protection for the shared dsh home.	COMMENT
LOW	src/main/libs/openclawEngineManager.ts	1181	// are discovered separately via plugins.load.paths in openclaw.json.	COMMENT
LOW	src/main/libs/dshRuntimeInstaller.ts	1	// Installs a packed dsh runtime archive into a writable base directory (the	COMMENT
LOW	src/main/libs/agentEngine/openclawRuntimeAdapter.ts	12161	// content-based strategies for detecting a sliding history window. If both	COMMENT
LOW	src/main/libs/agentEngine/openclawRuntimeAdapter.ts	12261	//	COMMENT
LOW	src/main/libs/agentEngine/openclawRuntimeAdapter.ts	12681	console.debug('[OpenClawRuntime] suppressed active turn creation for a closed run.');	COMMENT

Fake / Example Data23 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW	…channel/2026-04-09-email-channel-integration-design.md	168	allowFrom?: string[]; // Whitelist: ["user@example.com", "*.trusted.com"]	CODE
LOW	…channel/2026-04-09-email-channel-integration-design.md	1255	allowFrom?: string[]; // Whitelist: ["user@example.com", "*.trusted.com"]	CODE
LOW	…channel/2026-04-09-email-channel-integration-design.md	1916	emailAddressPlaceholder: 'user@example.com',	CODE
LOW	…channel/2026-04-09-email-channel-integration-design.md	2011	emailAddressPlaceholder: 'user@example.com',	CODE
LOW	SKILLs/playwright/SKILL.md	99	"$PWCLI" fill e1 "user@example.com"	CODE
LOW	SKILLs/playwright/references/workflows.md	21	pwcli fill e1 "user@example.com"	CODE
LOW	SKILLs/playwright/references/cli.md	29	pwcli fill e5 "user@example.com"	CODE
LOW	SKILLs/pptx/SKILL.md	155	- Use `class="placeholder"` for areas where charts/tables will be added (render with gray background for visibility)	CODE
LOW	SKILLs/pptx/html2pptx.md	34	- `class="placeholder"` - Reserved space for charts (returns `{ id, x, y, w, h }`)	CODE
LOW	SKILLs/pptx/html2pptx.md	172	<div id="chart" class="placeholder" style="width: 350pt; height: 200pt;"></div>	CODE
LOW	SKILLs/pptx/scripts/html2pptx.js	16	* - Extracts placeholder elements (class="placeholder") with positions	COMMENT
LOW	SKILLs/pptx/scripts/html2pptx.js	558	if (el.className && el.className.includes('placeholder')) {	CODE
LOW	SKILLs/docx/ooxml.md	298	doc = Document('unpacked', author="John Doe", initials="JD")	CODE
LOW	SKILLs/docx/scripts/document.py	10	doc = Document('workspace/unpacked', author="John Doe", initials="JD")	STRING
LOW	src/renderer/services/auth.test.ts	954	yid: 'user@example.com',	CODE
LOW	src/renderer/services/i18n.ts	4597	emailAddressPlaceholder: 'user@example.com',	CODE
LOW	src/renderer/services/i18n.ts	9546	emailAddressPlaceholder: 'user@example.com',	CODE
LOW	src/main/i18n.ts	374	emailAddressPlaceholder: 'user@example.com',	CODE
LOW	src/main/i18n.ts	836	emailAddressPlaceholder: 'user@example.com',	CODE
LOW	src/main/libs/openclawConfigSync.runtime.test.ts	4047	email: 'user@example.com',	CODE
LOW	src/main/computerUse/computerUseKit.test.ts	93	fs.writeFileSync(archivePath, 'placeholder');	CODE
LOW	src/main/computerUse/computerUseKit.test.ts	114	fs.writeFileSync(archivePath, 'placeholder');	CODE
LOW	src/main/im/types.ts	536	allowFrom?: string[]; // Whitelist: ["user@example.com", "*.trusted.com"]	CODE

Unused Imports11 hits · 11 pts

Severity	File	Line	Context
LOW	SKILLs/skill-creator/scripts/quick_validate.py	7	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/__init__.py	5	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/__init__.py	6	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/__init__.py	7	CODE
LOW	SKILLs/pptx/ooxml/scripts/validation/__init__.py	8	CODE
LOW	SKILLs/stock-announcements/scripts/announcements.py	17	CODE
LOW	SKILLs/stock-analyzer/scripts/analyze.py	11	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/__init__.py	5	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/__init__.py	6	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/__init__.py	7	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/__init__.py	8	CODE

Overly Generic Function Names4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	src/main/office/core/officeMcpServer.ts	78	async function handleRequest(message) {	CODE
LOW	src/main/libs/htmlPreviewServer.ts	242	function handleRequest(req: http.IncomingMessage, res: http.ServerResponse): void {	CODE
LOW	src/main/libs/openclawTokenProxy.ts	500	async function handleRequest(req: http.IncomingMessage, res: http.ServerResponse): Promise<void> {	CODE
LOW	src/main/libs/lobsterBrowserMcpServer.ts	209	async function handleRequest(message) {	CODE

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…work-context-compaction-quality-optimization-design.md	85	#### 不能默认降低未知模型 context window	COMMENT

Modern Structural Boilerplate2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	SKILLs/pptx/ooxml/scripts/validation/__init__.py	10	__all__ = [	CODE
LOW	SKILLs/docx/ooxml/scripts/validation/__init__.py	10	__all__ = [	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/build-openclaw-runtime.sh	5	# Usage:	COMMENT

netease-youdao/LobsterAI

Open-Source Code Quality, Security and Technical Debt Review