4.0

Adjusted Signal

4.0

Raw Pattern Score

100%

Time Factor

2026-10-07

Last Push

5.4K

Stars

TypeScript

Language

167.8K

Lines of Code

591

Files

414

Pattern Hits

2026-10-31

Scan Date

0.02

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 15.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 389 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.1/100 · LOW

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

Agent Over-Engineering Ratio 6.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 180 finding(s).

PR Review Velocity Impact 14.2/100 · LOW

Which changes need focused human review? 414 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 0HIGH 11MEDIUM 23LOW 380

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 414 distinct pattern matches across 13 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.

Structural Annotation Overuse105 hits · 181 pts

Severity	File	Line	Snippet	Context
LOW	.claude/skills/pr-review-analysis/SKILL.md	12	### Step 1: レビューコメントの取得	COMMENT
LOW	.claude/skills/pr-review-analysis/SKILL.md	22	### Step 2: 各指摘の検証	COMMENT
LOW	.claude/skills/pr-review-analysis/SKILL.md	33	### Step 3: 影響範囲の確認	COMMENT
LOW	.claude/skills/pr-review-analysis/SKILL.md	38	### Step 4: レポート出力	COMMENT
LOW	.claude/skills/pr-review-analysis/SKILL.md	69	### Step 5: レビューコメントへの返信	COMMENT
LOW	packages/core/src/utils/workflow-validator.ts	38	// Step 1: Parse JSON	COMMENT
LOW⚡	packages/core/src/utils/workflow-validator.ts	49	// Step 2: Type check	COMMENT
LOW⚡	packages/core/src/utils/workflow-validator.ts	59	// Step 3: Required field validation	COMMENT
LOW⚡	packages/core/src/utils/workflow-validator.ts	68	// Step 4: Field type validation	COMMENT
LOW	packages/core/src/utils/workflow-validator.ts	89	// Step 5: Return validation result	COMMENT
LOW	…/vscode/specs/001-ai-workflow-refinement/quickstart.md	187	// Step 1: Construct prompt	COMMENT
LOW	…/vscode/specs/001-ai-workflow-refinement/quickstart.md	190	// Step 2: Execute Claude Code CLI	COMMENT
LOW	…/vscode/specs/001-ai-workflow-refinement/quickstart.md	201	// Step 3: Parse workflow	COMMENT
LOW	…/vscode/specs/001-ai-workflow-refinement/quickstart.md	215	// Step 4: Validate workflow	COMMENT
LOW	…es/vscode/specs/001-slack-workflow-sharing/research.md	128	// Step 3: トークン交換	COMMENT
LOW	…es/vscode/specs/001-slack-workflow-sharing/research.md	142	// Step 4: トークン保存 (VSCode Secret Storage)	COMMENT
LOW	…es/vscode/specs/001-slack-workflow-sharing/research.md	145	// Step 5: 成功レスポンス	COMMENT
LOW	packages/vscode/specs/001-mcp-node/quickstart.md	277	### Step 1: Extend workflow-definition.ts	COMMENT
LOW	packages/vscode/specs/001-mcp-node/quickstart.md	359	### Step 2: Create mcp-service.ts	COMMENT
LOW	packages/vscode/specs/001-mcp-node/quickstart.md	579	### Step 3: Extend validate-workflow.ts	COMMENT
LOW	…de/resources/samples/github-issue-planning-sample.json	417	"prompt": "Verify the fix by following the steps below.\n\n## Step 1: Review the changes\nRun `git diff` to re	CODE
LOW⚡	…vscode/src/extension/commands/slack-import-workflow.ts	49	// Step 1: Download workflow file from Slack	COMMENT
LOW⚡	…vscode/src/extension/commands/slack-import-workflow.ts	58	// Step 2: Validate workflow file	COMMENT
LOW	…vscode/src/extension/commands/slack-import-workflow.ts	91	// Step 3: Select workspace for saving	COMMENT
LOW	…vscode/src/extension/commands/slack-import-workflow.ts	141	// Step 4: Determine file path	COMMENT
LOW	…vscode/src/extension/commands/slack-import-workflow.ts	155	// Step 4: Check if file exists (unless overwriting)	COMMENT
LOW⚡	…vscode/src/extension/commands/slack-import-workflow.ts	189	// Step 5: Save workflow file	COMMENT
LOW⚡	…vscode/src/extension/commands/slack-import-workflow.ts	194	// Step 6: Send success response with workflow data	COMMENT
LOW	…/vscode/src/extension/commands/slack-connect-manual.ts	40	// Step 1: Get User Token (from parameter or Input Box)	COMMENT
LOW	…/vscode/src/extension/commands/slack-connect-manual.ts	71	// Step 2: Validate User token and retrieve workspace info from Slack API (auth.test)	COMMENT
LOW⚡	…/vscode/src/extension/commands/slack-connect-manual.ts	90	// Step 3: Clear existing connections before storing new one (same as delete → create flow)	COMMENT
LOW⚡	…/vscode/src/extension/commands/slack-connect-manual.ts	93	// Step 4: Store connection in VSCode Secret Storage (User Token only, no Bot Token)	COMMENT
LOW	…/vscode/src/extension/commands/slack-connect-manual.ts	108	// Step 5: Show success message (only when called from VSCode command)	COMMENT
LOW	…ges/vscode/src/extension/commands/roo-code-handlers.ts	205	// Step 1: Check if MCP servers need to be synced to .roo/mcp.json	COMMENT
LOW	…ges/vscode/src/extension/commands/roo-code-handlers.ts	224	// Step 2: Check for existing skill and ask for confirmation	COMMENT
LOW	…ges/vscode/src/extension/commands/roo-code-handlers.ts	241	// Step 3: Export workflow as skill to .roo/skills/{name}/SKILL.md	COMMENT
LOW⚡	…ges/vscode/src/extension/commands/roo-code-handlers.ts	260	// Step 4: Sync MCP servers to .roo/mcp.json if confirmed	COMMENT
LOW⚡	…ges/vscode/src/extension/commands/roo-code-handlers.ts	266	// Step 5: Start Zoo Code (or legacy Roo Code) with the skill launch command via Extension API	COMMENT
LOW	…ckages/vscode/src/extension/commands/codex-handlers.ts	212	// Step 1: Check if MCP servers need to be synced to $HOME/.codex/config.toml	COMMENT
LOW	…ckages/vscode/src/extension/commands/codex-handlers.ts	231	// Step 2: Check for existing skill and ask for confirmation	COMMENT
LOW	…ckages/vscode/src/extension/commands/codex-handlers.ts	248	// Step 3: Export workflow as skill to .codex/skills/{name}/SKILL.md	COMMENT
LOW⚡	…ckages/vscode/src/extension/commands/codex-handlers.ts	267	// Step 4: Sync MCP servers to $HOME/.codex/config.toml if confirmed	COMMENT
LOW⚡	…ckages/vscode/src/extension/commands/codex-handlers.ts	273	// Step 5: Keep the native interactive terminal UX and observe its local session transcript.	COMMENT
LOW⚡	…s/vscode/src/extension/commands/slack-connect-oauth.ts	47	// Step 1: Initialize OAuth flow (registers session with OAuth server)	COMMENT
LOW⚡	…s/vscode/src/extension/commands/slack-connect-oauth.ts	50	// Step 2: Open browser for user authentication	COMMENT
LOW⚡	…s/vscode/src/extension/commands/slack-connect-oauth.ts	53	// Step 3: Show progress message	COMMENT
LOW⚡	…s/vscode/src/extension/commands/slack-connect-oauth.ts	61	// Step 4: Poll for authorization code	COMMENT
LOW⚡	…s/vscode/src/extension/commands/slack-connect-oauth.ts	73	// Step 5: Exchange code for token	COMMENT
LOW⚡	…s/vscode/src/extension/commands/slack-connect-oauth.ts	81	// Step 6: Clear existing connections and store new one	COMMENT
LOW	…s/vscode/src/extension/commands/slack-connect-oauth.ts	99	// Step 7: Invalidate Slack API client cache	COMMENT
LOW	…/vscode/src/extension/commands/slack-share-workflow.ts	53	// Step 1: Detect sensitive data (if not overriding warning)	COMMENT
LOW⚡	…/vscode/src/extension/commands/slack-share-workflow.ts	85	// Step 2: Extract workflow metadata	COMMENT
LOW⚡	…/vscode/src/extension/commands/slack-share-workflow.ts	88	// Step 3: Get workspace name for deep link	COMMENT
LOW	…/vscode/src/extension/commands/slack-share-workflow.ts	99	// Step 4: Post rich message card to channel (main message)	COMMENT
LOW	…/vscode/src/extension/commands/slack-share-workflow.ts	126	// Step 5: Upload workflow file to thread as reply	COMMENT
LOW	…/vscode/src/extension/commands/slack-share-workflow.ts	144	// Step 6: Update message with complete deep links	COMMENT
LOW	…/vscode/src/extension/commands/slack-share-workflow.ts	162	// Step 7: Send success response	COMMENT
LOW⚡	…ages/vscode/src/extension/commands/copilot-handlers.ts	245	// Step 1: Create a new chat session	COMMENT
LOW⚡	…ages/vscode/src/extension/commands/copilot-handlers.ts	247	// Step 2: Send the query to the new session	COMMENT
LOW	…ages/vscode/src/extension/commands/copilot-handlers.ts	355	// Step 1: Check if MCP servers need to be synced to $HOME/.copilot/mcp-config.json	COMMENT
45 more matches not shown…

Hyper-Verbose Identifiers163 hits · 162 pts

Severity	File	Line	Snippet	Context
LOW	packages/core/src/utils/validate-workflow.ts	53	export function validateAIGeneratedWorkflow(	CODE
LOW	packages/core/src/utils/validate-workflow.ts	191	function validateSubAgentFlowReferences(workflow: Workflow): ValidationError[] {	CODE
LOW	packages/core/src/schema/queries.ts	75	export function clearFieldsNotAppliedToTarget(	CODE
LOW	packages/core/src/schema/claude-code-only.ts	22	export function workflowContainsClaudeCodeOnlyNodes(workflow: Workflow): boolean {	CODE
LOW	packages/core/src/schema/warnings.ts	23	export function collectIgnoredFieldWarnings(workflow: Workflow, target: ExportTarget): string[] {	CODE
LOW	packages/core/src/schema/warnings.ts	43	export function collectIgnoredSubAgentWarnings(workflow: Workflow, target: ExportTarget): string[] {	CODE
LOW	packages/core/src/schema/targets.ts	51	export function agentSkillProviderToTarget(provider: AgentSkillProvider): ExportTarget {	CODE
LOW	…ages/core/src/schema/nodes/ask-user-question-schema.ts	70	export function deriveAskUserQuestionUpdate(	CODE
LOW	packages/core/src/services/workflow-export.ts	121	export function generateSubAgentFlowAgentFile(	CODE
LOW	packages/core/src/services/workflow-prompt-generator.ts	335	function formatManualParameterConfigMode(node: McpNode): string[] {	CODE
LOW	packages/core/src/services/workflow-prompt-generator.ts	388	function formatAiParameterConfigMode(node: McpNode, provider: ExportProvider): string[] {	CODE
LOW	packages/core/src/services/workflow-prompt-generator.ts	480	function formatAiToolSelectionMode(node: McpNode, provider: ExportProvider): string[] {	CODE
LOW	packages/core/src/services/workflow-prompt-generator.ts	565	function getAskUserQuestionDescription(provider: ExportProvider): string {	CODE
LOW	packages/core/src/services/workflow-prompt-generator.ts	663	export function generateExecutionInstructions(	CODE
LOW	packages/core/src/services/agent-skill-export.ts	92	export function generateAgentSkillContent(	CODE
LOW	packages/mcp/src/tools.ts	50	function registerGetCurrentWorkflow(server: McpServer, adapter: WorkflowIoAdapter): void {	CODE
LOW	packages/mcp/src/tools.ts	81	function registerGetWorkflowSchema(server: McpServer, adapter: WorkflowIoAdapter): void {	CODE
LOW	packages/mcp/src/tools.ts	169	function registerListAvailableAgents(	CODE
LOW	packages/mcp/src/tools.ts	367	function registerHighlightGroupNode(	CODE
LOW	packages/mcp/src/file-adapter.ts	197	function extractFrontmatterDescription(content: string): string \| undefined {	CODE
LOW	packages/cli/src/commands/install-skills.ts	71	export function registerInstallSkillsCommand(program: Command): void {	CODE
LOW	packages/cli/src/commands/uninstall-skills.ts	55	export function registerUninstallSkillsCommand(program: Command): void {	CODE
LOW	…/vscode/specs/001-ai-workflow-refinement/quickstart.md	140	export function constructRefinementPrompt(	CODE
LOW	…es/vscode/specs/001-ai-workflow-refinement/research.md	184	function constructRefinementPrompt(	CODE
LOW	…/vscode/specs/001-ai-workflow-refinement/data-model.md	177	function validateConversationHistory(history: ConversationHistory): ValidationResult {	CODE
LOW	…/vscode/specs/001-ai-workflow-refinement/data-model.md	219	function validateConversationMessage(message: ConversationMessage): string[] {	CODE
LOW	…/vscode/specs/001-ai-workflow-refinement/data-model.md	303	function migrateConversationHistory(history: any): ConversationHistory {	CODE
LOW	…es/vscode/specs/001-slack-workflow-sharing/research.md	457	export function buildWorkflowMessageBlocks(workflow: Workflow, author: string): any[] {	CODE
LOW	…vscode/specs/001-mcp-natural-language-mode/research.md	204	function validateNaturalLanguageDescription(	CODE
LOW	…pecs/001-mcp-natural-language-mode/extension-points.md	439	function formatDetailedModeMcpNode(node: McpNode): string[] {	CODE
LOW	…pecs/001-mcp-natural-language-mode/extension-points.md	456	function formatNaturalLanguageParamModeMcpNode(node: McpNode): string[] {	CODE
LOW	…pecs/001-mcp-natural-language-mode/extension-points.md	484	function formatFullNaturalLanguageModeMcpNode(node: McpNode): string[] {	CODE
LOW	…pecs/001-mcp-natural-language-mode/extension-points.md	606	export async function getAvailableToolsFromServer(	CODE
LOW	…es/vscode/specs/001-ai-workflow-generation/research.md	126	function validateAiGeneratedWorkflow(workflow: unknown): { valid: boolean; errors: string[] } {	CODE
LOW	packages/vscode/specs/001-cc-wf-studio/quickstart.md	297	export function registerDuplicateWorkflowCommand(context: vscode.ExtensionContext) {	CODE
LOW	packages/vscode/scripts/generate-editing-flow.ts	105	function extractTopLevelBulletList(content: string, heading: string): string[] {	CODE
LOW	…es/vscode/src/extension/utils/slack-message-builder.ts	89	export function buildWorkflowMessageBlocks(	CODE
LOW	packages/vscode/src/extension/utils/path-utils.ts	176	export function getGeminiProjectSkillsDir(): string \| null {	CODE
LOW	packages/vscode/src/extension/utils/path-utils.ts	193	export function getAntigravityUserSkillsDir(): string {	CODE
LOW	packages/vscode/src/extension/utils/path-utils.ts	206	export function getAntigravityProjectSkillsDir(): string \| null {	CODE
LOW	packages/vscode/src/extension/utils/path-utils.ts	236	export function getCursorProjectSkillsDir(): string \| null {	CODE
LOW	packages/vscode/src/extension/utils/path-utils.ts	286	export function getCopilotUserMcpConfigPath(): string {	CODE
LOW	packages/vscode/src/extension/utils/path-utils.ts	316	export function getCodexUserMcpConfigPath(): string {	CODE
LOW	packages/vscode/src/extension/utils/path-utils.ts	329	export function getGeminiUserMcpConfigPath(): string {	CODE
LOW	packages/vscode/src/extension/utils/path-utils.ts	342	export function getGeminiProjectMcpConfigPath(): string \| null {	CODE
LOW	packages/vscode/src/extension/utils/path-utils.ts	359	export function getAntigravityUserMcpConfigPath(): string {	CODE
LOW	packages/vscode/src/extension/utils/path-utils.ts	374	export function getCursorUserMcpConfigPath(): string {	CODE
LOW	packages/vscode/src/extension/utils/path-utils.ts	387	export function getRooProjectMcpConfigPath(): string \| null {	CODE
LOW	packages/vscode/src/extension/utils/path-utils.ts	404	export function getInstalledPluginsJsonPath(): string {	CODE
LOW	packages/vscode/src/extension/utils/path-utils.ts	417	export function getClaudeSettingsJsonPath(): string {	CODE
LOW	packages/vscode/src/extension/utils/path-utils.ts	430	export function getKnownMarketplacesJsonPath(): string {	CODE
LOW	packages/vscode/src/extension/commands/mcp-handlers.ts	564	export async function handleDeleteMcpBearerToken(	CODE
LOW	packages/vscode/src/extension/commands/mcp-handlers.ts	599	export async function handleCheckMcpBearerToken(	CODE
LOW	…vscode/src/extension/commands/slack-import-workflow.ts	32	export async function handleImportWorkflowFromSlack(	CODE
LOW	…src/extension/commands/slack-description-generation.ts	32	export async function handleGenerateSlackDescription(	CODE
LOW	…src/extension/commands/slack-description-generation.ts	119	function constructDescriptionPrompt(workflowJson: string, targetLanguage: string): string {	CODE
LOW	…/vscode/src/extension/commands/slack-share-workflow.ts	33	export async function handleShareWorkflowToSlack(	CODE
LOW	…/vscode/src/extension/commands/slack-share-workflow.ts	219	export async function handleListSlackWorkspaces(	CODE
LOW	packages/vscode/src/extension/commands/open-editor.ts	191	export function registerOpenEditorCommand(	CODE
LOW	…ages/vscode/src/extension/commands/copilot-handlers.ts	467	export async function handleExportForCopilotCli(	CODE
103 more matches not shown…

Verbosity Indicators90 hits · 158 pts

Severity	File	Line	Snippet	Context
LOW	packages/core/src/utils/workflow-validator.ts	38	// Step 1: Parse JSON	COMMENT
LOW⚡	packages/core/src/utils/workflow-validator.ts	49	// Step 2: Type check	COMMENT
LOW⚡	packages/core/src/utils/workflow-validator.ts	59	// Step 3: Required field validation	COMMENT
LOW⚡	packages/core/src/utils/workflow-validator.ts	68	// Step 4: Field type validation	COMMENT
LOW	packages/core/src/utils/workflow-validator.ts	89	// Step 5: Return validation result	COMMENT
LOW	…de/resources/samples/github-issue-planning-sample.json	417	"prompt": "Verify the fix by following the steps below.\n\n## Step 1: Review the changes\nRun `git diff` to re	CODE
LOW⚡	…vscode/src/extension/commands/slack-import-workflow.ts	49	// Step 1: Download workflow file from Slack	COMMENT
LOW⚡	…vscode/src/extension/commands/slack-import-workflow.ts	58	// Step 2: Validate workflow file	COMMENT
LOW	…vscode/src/extension/commands/slack-import-workflow.ts	91	// Step 3: Select workspace for saving	COMMENT
LOW	…vscode/src/extension/commands/slack-import-workflow.ts	141	// Step 4: Determine file path	COMMENT
LOW	…vscode/src/extension/commands/slack-import-workflow.ts	155	// Step 4: Check if file exists (unless overwriting)	COMMENT
LOW⚡	…vscode/src/extension/commands/slack-import-workflow.ts	189	// Step 5: Save workflow file	COMMENT
LOW⚡	…vscode/src/extension/commands/slack-import-workflow.ts	194	// Step 6: Send success response with workflow data	COMMENT
LOW	…/vscode/src/extension/commands/slack-connect-manual.ts	40	// Step 1: Get User Token (from parameter or Input Box)	COMMENT
LOW	…/vscode/src/extension/commands/slack-connect-manual.ts	71	// Step 2: Validate User token and retrieve workspace info from Slack API (auth.test)	COMMENT
LOW⚡	…/vscode/src/extension/commands/slack-connect-manual.ts	90	// Step 3: Clear existing connections before storing new one (same as delete → create flow)	COMMENT
LOW⚡	…/vscode/src/extension/commands/slack-connect-manual.ts	93	// Step 4: Store connection in VSCode Secret Storage (User Token only, no Bot Token)	COMMENT
LOW	…/vscode/src/extension/commands/slack-connect-manual.ts	108	// Step 5: Show success message (only when called from VSCode command)	COMMENT
LOW	…ges/vscode/src/extension/commands/roo-code-handlers.ts	205	// Step 1: Check if MCP servers need to be synced to .roo/mcp.json	COMMENT
LOW	…ges/vscode/src/extension/commands/roo-code-handlers.ts	224	// Step 2: Check for existing skill and ask for confirmation	COMMENT
LOW	…ges/vscode/src/extension/commands/roo-code-handlers.ts	241	// Step 3: Export workflow as skill to .roo/skills/{name}/SKILL.md	COMMENT
LOW⚡	…ges/vscode/src/extension/commands/roo-code-handlers.ts	260	// Step 4: Sync MCP servers to .roo/mcp.json if confirmed	COMMENT
LOW⚡	…ges/vscode/src/extension/commands/roo-code-handlers.ts	266	// Step 5: Start Zoo Code (or legacy Roo Code) with the skill launch command via Extension API	COMMENT
LOW	…ckages/vscode/src/extension/commands/codex-handlers.ts	212	// Step 1: Check if MCP servers need to be synced to $HOME/.codex/config.toml	COMMENT
LOW	…ckages/vscode/src/extension/commands/codex-handlers.ts	231	// Step 2: Check for existing skill and ask for confirmation	COMMENT
LOW	…ckages/vscode/src/extension/commands/codex-handlers.ts	248	// Step 3: Export workflow as skill to .codex/skills/{name}/SKILL.md	COMMENT
LOW⚡	…ckages/vscode/src/extension/commands/codex-handlers.ts	267	// Step 4: Sync MCP servers to $HOME/.codex/config.toml if confirmed	COMMENT
LOW⚡	…ckages/vscode/src/extension/commands/codex-handlers.ts	273	// Step 5: Keep the native interactive terminal UX and observe its local session transcript.	COMMENT
LOW⚡	…s/vscode/src/extension/commands/slack-connect-oauth.ts	47	// Step 1: Initialize OAuth flow (registers session with OAuth server)	COMMENT
LOW⚡	…s/vscode/src/extension/commands/slack-connect-oauth.ts	50	// Step 2: Open browser for user authentication	COMMENT
LOW⚡	…s/vscode/src/extension/commands/slack-connect-oauth.ts	53	// Step 3: Show progress message	COMMENT
LOW⚡	…s/vscode/src/extension/commands/slack-connect-oauth.ts	61	// Step 4: Poll for authorization code	COMMENT
LOW⚡	…s/vscode/src/extension/commands/slack-connect-oauth.ts	73	// Step 5: Exchange code for token	COMMENT
LOW⚡	…s/vscode/src/extension/commands/slack-connect-oauth.ts	81	// Step 6: Clear existing connections and store new one	COMMENT
LOW	…s/vscode/src/extension/commands/slack-connect-oauth.ts	99	// Step 7: Invalidate Slack API client cache	COMMENT
LOW	…/vscode/src/extension/commands/slack-share-workflow.ts	53	// Step 1: Detect sensitive data (if not overriding warning)	COMMENT
LOW⚡	…/vscode/src/extension/commands/slack-share-workflow.ts	85	// Step 2: Extract workflow metadata	COMMENT
LOW⚡	…/vscode/src/extension/commands/slack-share-workflow.ts	88	// Step 3: Get workspace name for deep link	COMMENT
LOW	…/vscode/src/extension/commands/slack-share-workflow.ts	99	// Step 4: Post rich message card to channel (main message)	COMMENT
LOW	…/vscode/src/extension/commands/slack-share-workflow.ts	126	// Step 5: Upload workflow file to thread as reply	COMMENT
LOW	…/vscode/src/extension/commands/slack-share-workflow.ts	144	// Step 6: Update message with complete deep links	COMMENT
LOW	…/vscode/src/extension/commands/slack-share-workflow.ts	162	// Step 7: Send success response	COMMENT
LOW⚡	…ages/vscode/src/extension/commands/copilot-handlers.ts	245	// Step 1: Create a new chat session	COMMENT
LOW⚡	…ages/vscode/src/extension/commands/copilot-handlers.ts	247	// Step 2: Send the query to the new session	COMMENT
LOW	…ages/vscode/src/extension/commands/copilot-handlers.ts	355	// Step 1: Check if MCP servers need to be synced to $HOME/.copilot/mcp-config.json	COMMENT
LOW	…ages/vscode/src/extension/commands/copilot-handlers.ts	374	// Step 2: Check for existing skill and ask for confirmation	COMMENT
LOW	…ages/vscode/src/extension/commands/copilot-handlers.ts	391	// Step 3: Export workflow as skill to .github/skills/{name}/SKILL.md	COMMENT
LOW⚡	…ages/vscode/src/extension/commands/copilot-handlers.ts	410	// Step 4: Sync MCP servers to $HOME/.copilot/mcp-config.json if confirmed	COMMENT
LOW⚡	…ages/vscode/src/extension/commands/copilot-handlers.ts	416	// Step 5: Execute in terminal	COMMENT
LOW	…kages/vscode/src/extension/commands/gemini-handlers.ts	209	// Step 1: Check if MCP servers need to be synced to ~/.gemini/settings.json	COMMENT
LOW	…kages/vscode/src/extension/commands/gemini-handlers.ts	228	// Step 2: Check for existing skill and ask for confirmation	COMMENT
LOW	…kages/vscode/src/extension/commands/gemini-handlers.ts	245	// Step 3: Export workflow as skill to .gemini/skills/{name}/SKILL.md	COMMENT
LOW⚡	…kages/vscode/src/extension/commands/gemini-handlers.ts	264	// Step 4: Sync MCP servers to ~/.gemini/settings.json if confirmed	COMMENT
LOW⚡	…kages/vscode/src/extension/commands/gemini-handlers.ts	270	// Step 5: Execute in terminal	COMMENT
LOW	…/vscode/src/extension/commands/antigravity-handlers.ts	160	// Step 1: Check for existing skill and ask for confirmation	COMMENT
LOW	…/vscode/src/extension/commands/antigravity-handlers.ts	177	// Step 2: Export workflow as skill to .claude/skills/{name}/SKILL.md	COMMENT
LOW	…/vscode/src/extension/commands/antigravity-handlers.ts	211	// Step 3: Check if Antigravity is installed	COMMENT
LOW	…/vscode/src/extension/commands/antigravity-handlers.ts	226	// Step 4: Launch Cascade with the skill	COMMENT
LOW	…kages/vscode/src/extension/commands/cursor-handlers.ts	153	// Step 1: Check for existing skill and ask for confirmation	COMMENT
LOW	…kages/vscode/src/extension/commands/cursor-handlers.ts	170	// Step 2: Export workflow as skill to .cursor/skills/{name}/SKILL.md	COMMENT
30 more matches not shown…

Decorative Section Separators17 hits · 57 pts

Severity	File	Line	Snippet	Context
MEDIUM	…__tests__/services/workflow-overview-formatter.test.ts	73	// └────────────→ merge	COMMENT
MEDIUM⚡	.specify/scripts/bash/update-agent-context.sh	116	#==============================================================================	COMMENT
MEDIUM⚡	.specify/scripts/bash/update-agent-context.sh	118	#==============================================================================	COMMENT
MEDIUM⚡	.specify/scripts/bash/update-agent-context.sh	149	#==============================================================================	COMMENT
MEDIUM⚡	.specify/scripts/bash/update-agent-context.sh	151	#==============================================================================	COMMENT
MEDIUM	.specify/scripts/bash/update-agent-context.sh	47	#==============================================================================	COMMENT
MEDIUM	.specify/scripts/bash/update-agent-context.sh	49	#==============================================================================	COMMENT
MEDIUM	.specify/scripts/bash/update-agent-context.sh	85	#==============================================================================	COMMENT
MEDIUM	.specify/scripts/bash/update-agent-context.sh	87	#==============================================================================	COMMENT
MEDIUM	.specify/scripts/bash/update-agent-context.sh	229	#==============================================================================	COMMENT
MEDIUM	.specify/scripts/bash/update-agent-context.sh	231	#==============================================================================	COMMENT
MEDIUM	.specify/scripts/bash/update-agent-context.sh	500	#==============================================================================	COMMENT
MEDIUM	.specify/scripts/bash/update-agent-context.sh	502	#==============================================================================	COMMENT
MEDIUM	.specify/scripts/bash/update-agent-context.sh	574	#==============================================================================	COMMENT
MEDIUM	.specify/scripts/bash/update-agent-context.sh	576	#==============================================================================	COMMENT
MEDIUM	.specify/scripts/bash/update-agent-context.sh	723	#==============================================================================	COMMENT
MEDIUM	.specify/scripts/bash/update-agent-context.sh	725	#==============================================================================	COMMENT

Magic Placeholder Names6 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	…/vscode/specs/001-slack-workflow-sharing/quickstart.md	68	2. トークンは `xoxb-` で始まる文字列 (例: `xoxb-YOUR-TOKEN-HERE`)	CODE
HIGH	…lack-workflow-sharing/contracts/slack-api-contracts.md	52	Authorization: Bearer xoxb-YOUR-TOKEN-HERE	CODE
HIGH	…lack-workflow-sharing/contracts/slack-api-contracts.md	107	Authorization: Bearer xoxb-YOUR-TOKEN-HERE	CODE
HIGH	…lack-workflow-sharing/contracts/slack-api-contracts.md	191	Authorization: Bearer xoxb-YOUR-TOKEN-HERE	CODE
HIGH	…lack-workflow-sharing/contracts/slack-api-contracts.md	313	Authorization: Bearer xoxb-YOUR-TOKEN-HERE	CODE
HIGH	…lack-workflow-sharing/contracts/slack-api-contracts.md	402	Authorization: Bearer xoxb-YOUR-TOKEN-HERE	CODE

Synthetic Comment Markers4 hits · 28 pts

Severity	File	Line	Snippet	Context
HIGH	packages/core/src/utils/validate-workflow.ts	47	* Validate a workflow generated by AI	COMMENT
HIGH	…es/vscode/specs/001-ai-workflow-generation/research.md	106	### Q3: How to validate AI-generated workflows before adding to canvas?	COMMENT
HIGH	…ckages/vscode/specs/001-ai-workflow-generation/plan.md	136	│ └── workflow-store.ts # UPDATE: Add AI-generated workflows to canvas	CODE
HIGH	…01-ai-skill-generation/contracts/skill-scanning-api.md	358	// Input (AI-generated Skill node):	COMMENT

Redundant / Tautological Comments9 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	.specify/scripts/bash/common.sh	60	# Check if we have git available	COMMENT
LOW	.specify/scripts/bash/setup-plan.sh	33	# Check if we're on a proper feature branch (only for git repos)	COMMENT
LOW	.specify/scripts/bash/setup-plan.sh	50	# Output results	COMMENT
LOW	.specify/scripts/bash/check-prerequisites.sh	141	# Output results	COMMENT
LOW⚡	.specify/scripts/bash/update-agent-context.sh	121	# Check if we have a current branch/feature (git or non-git)	COMMENT
LOW⚡	.specify/scripts/bash/update-agent-context.sh	132	# Check if plan.md exists	COMMENT
LOW⚡	.specify/scripts/bash/update-agent-context.sh	142	# Check if template exists (needed for new files)	COMMENT
LOW	.specify/scripts/bash/update-agent-context.sh	394	# Check if sections exist in the file	COMMENT
LOW	.specify/scripts/bash/create-new-feature.sh	23	# Check if the next argument is another option (starts with --)	COMMENT

Over-Commented Block12 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW	packages/core/src/index.ts	41		COMMENT
LOW	…c/__tests__/services/sub-agent-flow-agent-file.test.ts	241	// (`YAMLParseError: Implicit keys need to be on a single line`). The	COMMENT
LOW	…c/__tests__/services/slash-command-frontmatter.test.ts	261	});	COMMENT
LOW	…rc/webview/src/__tests__/stores/workflow-store.test.ts	461		COMMENT
LOW	…/webview/src/__tests__/utils/agent-frontmatter.test.ts	181	// E. CRLF — pinned as observed, tracked by issue #1031	COMMENT
LOW	…src/webview/src/__tests__/utils/template-utils.test.ts	161		COMMENT
LOW	…ebview/src/__tests__/services/workflow-service.test.ts	761	});	COMMENT
LOW	…ests__/extension/services/skill-file-generator.test.ts	281	// `generateSkillFileContent` builds frontmatter by raw interpolation (`:53`,	COMMENT
LOW	.github/workflows/release.yml	1	name: Release — Publish	COMMENT
LOW	.specify/scripts/bash/check-prerequisites.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.specify/scripts/bash/update-agent-context.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.specify/scripts/bash/update-agent-context.sh	21	# - Updates existing agent files with new project information	COMMENT

Modern AI Meta-Vocabulary3 hits · 7 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/quality/02-feature-map.md	114	## Pillar 2 — Design agentic work, not just flowcharts	COMMENT
MEDIUM	docs/quality/01-product-value.md	80	### Pillar 2 — Design agentic work, not just flowcharts	COMMENT
MEDIUM	…ckages/vscode/docs/ai-coding-tools-config-reference.md	970	whenToUse: \| # Optional: orchestration guidance	STRING

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…c/__tests__/services/workflow-prompt-generator.test.ts	1111	// code. Whoever closes #1064 should know the robust form measures the	COMMENT
MEDIUM	…c/__tests__/services/workflow-prompt-generator.test.ts	1111	// code. Whoever closes #1064 should know the robust form measures the	COMMENT

Cross-Language Confusion (JS/TS)1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	…bview/src/components/dialogs/ClaudeApiUploadDialog.tsx	164	print(response.content[0].text)`;	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	.specify/scripts/bash/setup-plan.sh	46	# Create a basic plan file if template doesn't exist	COMMENT

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…flow-sharing/contracts/extension-host-api-contracts.md	596	"authorName": "John Doe",	CODE

breaking-brake/cc-wf-studio

Open-Source Code Quality, Security and Technical Debt Review