0.7

Adjusted Signal

0.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

12.0K

Stars

TypeScript

Language

129.6K

Lines of Code

988

Files

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

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

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

Cognitive Ownership Risk 2.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 69 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

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

Agent Over-Engineering Ratio 1.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 25 finding(s).

PR Review Velocity Impact 3.4/100 · LOW

Which changes need focused human review? 76 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 1MEDIUM 4LOW 71

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 76 distinct pattern matches across 5 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Over-Commented Block47 hits · 47 pts

Severity	File	Line	Snippet	Context
LOW	packages/plugins/plugin-streaming/src/flush.ts	41	return { tr, newDoc }	COMMENT
LOW	packages/plugins/plugin-streaming/src/flush.ts	161	return { tr, applied: true, insertEndPos: from + textContent.length }	COMMENT
LOW	packages/plugins/plugin-streaming/src/flush.ts	181	/// plugin syntax carries trigger characters that are too common in prose for an	COMMENT
LOW	packages/plugins/plugin-streaming/src/flush.ts	341		COMMENT
LOW	packages/plugins/plugin-streaming/src/types.ts	21	/// Insert buffer as plain text. `preserveNewlines` controls whether	COMMENT
LOW	packages/plugins/plugin-streaming/src/types.ts	41	/// Auto-scroll to follow streaming content (default: true).	COMMENT
LOW	packages/plugins/plugin-automd/src/config.ts	61	return text	COMMENT
LOW	packages/plugins/preset-gfm/src/node/table/schema.ts	1	import type { Node, NodeType } from '@milkdown/prose/model'	COMMENT
LOW	…ugins/preset-commonmark/src/__test__/inline-br.spec.ts	201	return getMarkdown()(ctx)	COMMENT
LOW	…et-commonmark/src/plugin/remark-preserve-empty-line.ts	61	)	COMMENT
LOW	…ckages/plugins/preset-commonmark/src/node/list-item.ts	101	///	COMMENT
LOW	…ckages/plugins/preset-commonmark/src/node/list-item.ts	121		COMMENT
LOW	…ckages/plugins/preset-commonmark/src/node/list-item.ts	141	group: 'ListItem',	COMMENT
LOW	packages/plugins/plugin-diff/src/diff-compute.ts	501	/// precondition fails:	COMMENT
LOW	packages/plugins/plugin-diff/src/diff-compute.ts	581	const oldCut = sharedOld.copy(sharedOld.content.cut(localFrom, localTo))	COMMENT
LOW	…/plugins/plugin-diff/src/__test__/diff-compute.spec.ts	941	const changes = computeDocDiff(oldDoc, newDoc, {	COMMENT
LOW	packages/plugins/plugin-upload/src/upload.ts	21	export interface UploadOptions {	COMMENT
LOW	packages/plugins/plugin-tooltip/src/tooltip-provider.ts	21		COMMENT
LOW	packages/plugins/plugin-tooltip/src/tooltip-provider.ts	61	/// @internal	COMMENT
LOW	packages/plugins/plugin-collab/src/collab-service.ts	81	yUndoPluginKey,	COMMENT
LOW	packages/transformer/src/serializer/types.ts	1	import type { Mark, Node } from '@milkdown/prose/model'	COMMENT
LOW	packages/transformer/src/serializer/types.ts	21	///	COMMENT
LOW	packages/transformer/src/serializer/types.ts	41	match: (mark: Mark) => boolean	COMMENT
LOW	packages/transformer/src/parser/types.ts	1	import type { MarkType, Node, NodeType } from '@milkdown/prose/model'	COMMENT
LOW	packages/transformer/src/parser/types.ts	21	/// For example:	COMMENT
LOW	packages/transformer/src/parser/types.ts	41	/// ```	COMMENT
LOW	packages/transformer/src/utility/stack.ts	1	import { stackOverFlow } from '@milkdown/exception'	COMMENT
LOW	packages/utils/src/composable/$command.ts	21	/// function. The factory function will be called when the plugin is created.	COMMENT
LOW	packages/utils/src/composable/composed/$mark-schema.ts	21	ctx: $Ctx<GetMarkSchema, T>	COMMENT
LOW	packages/utils/src/composable/composed/$node-schema.ts	21	ctx: $Ctx<GetNodeSchema, T>	COMMENT
LOW	packages/ctx/src/timer/timer.ts	1	import type { TimerMap } from './clock'	COMMENT
LOW	packages/ctx/src/plugin/types.ts	1	import type { Meta } from '../inspector'	COMMENT
LOW	packages/ctx/src/plugin/types.ts	21	/// return async () => {	COMMENT
LOW	packages/crepe/src/core/slice.ts	1	import { createSlice, type Ctx } from '@milkdown/kit/ctx'	COMMENT
LOW	packages/crepe/src/core/slice.ts	21	/// const plugin = (ctx: Ctx) => {	COMMENT
LOW	packages/crepe/src/llm-providers/shared.ts	41	/// Model identifier (e.g. `gpt-4o-mini`, `claude-sonnet-4-5`).	COMMENT
LOW	packages/crepe/src/feature/toolbar/config.ts	41	import { aiProviderConfig } from '../ai/commands'	COMMENT
LOW	packages/crepe/src/feature/toolbar/config.ts	61	/// because a display glyph such as `⌘B` and the abbreviation `Ctrl` are	COMMENT
LOW	packages/crepe/src/feature/ai/commands.ts	21	// Context slices	COMMENT
LOW	packages/crepe/src/feature/ai/commands.ts	61	///	COMMENT
LOW	packages/crepe/src/feature/ai/commands.ts	181	// Commands	COMMENT
LOW	packages/crepe/src/feature/ai/types.ts	101	/// Called when an error occurs during AI processing.	COMMENT
LOW	packages/crepe/src/feature/ai/types.ts	121	sendAsPromptHeaderLabel?: string	COMMENT
LOW	packages/crepe/src/feature/ai/ai.spec.ts	821	})	COMMENT
LOW	…kages/crepe/src/feature/ai/instruction-tooltip/view.ts	21	chrome: AIInstructionTooltipChrome	COMMENT
LOW	…ages/crepe/src/feature/ai/instruction-tooltip/index.ts	41	/// at click time, not at the time the toolbar is built.	COMMENT
LOW	.github/FUNDING.yml	1	# These are supported funding model platforms	COMMENT

Hyper-Verbose Identifiers21 hits · 21 pts

Severity	File	Line	Snippet	Context
LOW	packages/plugins/plugin-streaming/src/flush.ts	79	function stripTrailingEmptyParagraph(content: Fragment): Fragment {	CODE
LOW	packages/plugins/preset-commonmark/src/node/heading.ts	23	function defaultHeadingIdGenerator(node: Node) {	CODE
LOW	packages/plugins/plugin-collab/src/shim.d.ts	54	export function yXmlFragmentToProseMirrorRootNode(	CODE
LOW	packages/components/src/link-tooltip/utils.ts	34	export function shouldShowPreviewWhenHover(	CODE
LOW	…mponents/src/link-tooltip/preview/preview-configure.ts	12	export function configureLinkPreviewTooltip(ctx: Ctx) {	CODE
LOW	packages/components/src/diff/doc-utils.ts	55	export function coversOnlyTrailingEmptyParagraphs(	CODE
LOW	packages/components/src/diff/doc-utils.ts	77	export function trailingEmptyParagraphStart(doc: Node): number {	CODE
LOW	packages/components/src/diff/doc-utils.ts	105	export function forEachTopLevelNodeInRange(	CODE
LOW	packages/components/src/diff/doc-utils.ts	125	export function addBlockDeletionDecorations(	CODE
LOW	packages/components/src/diff/merge-changes.ts	250	export function anchorTrailingInsertsBeforeEmptyParagraph(	CODE
LOW	packages/components/src/diff/diff-decoration-plugin.ts	93	function addCrossBoundaryDecorations({	CODE
LOW	…-block/__tests__/list-item.marker-pointerdown.spec.tsx	43	function pressAndReportCancellation(target: Element) {	CODE
LOW	packages/components/src/table-block/view/pointer.ts	136	function createPointerLeaveHandler(refs: Refs): () => void {	CODE
LOW	packages/components/src/table-block/view/utils.ts	84	export function recoveryStateBetweenUpdate(	CODE
LOW	packages/components/src/table-block/view/utils.ts	140	export function computeColHandlePositionByIndex({	CODE
LOW	packages/components/src/table-block/view/utils.ts	167	export function computeRowHandlePositionByIndex({	CODE
LOW	packages/prose/src/toolkit/prose/selection.ts	15	export function findParentNodeClosestToPos(predicate: Predicate) {	CODE
LOW	packages/exception/src/index.ts	149	export function callCommandBeforeEditorView() {	CODE
LOW	…ages/crepe/src/feature/ai/instruction-tooltip/index.ts	53	export function useAIInstructionTooltipAPI(ctx: Ctx) {	CODE
LOW	…ages/crepe/src/feature/ai/instruction-tooltip/index.ts	107	export function configureAIInstructionTooltip(config?: AIFeatureConfig) {	CODE
LOW	packages/crepe/src/feature/placeholder/index.ts	19	function createPlaceholderDecoration(	CODE

Decorative Section Separators4 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	docs/api/crepe.md	762	// ── Instruction palette strings ───────────────────────────────────	COMMENT
MEDIUM⚡	docs/api/crepe.md	770	// ── Icon overrides ────────────────────────────────────────────────	COMMENT
MEDIUM⚡	docs/api/crepe.md	778	// ── Streaming indicator ───────────────────────────────────────────	COMMENT
MEDIUM⚡	docs/api/crepe.md	784	// ── Diff actions panel ────────────────────────────────────────────	COMMENT

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	docs/api/plugin-streaming.md	3	Streaming input plugin for [milkdown](https://milkdown.dev/). Streams markdown content token by token into the editor wi	CODE

Fake / Example Data3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…components/src/__internal__/components/image-input.tsx	144	<div class="placeholder">	CODE
LOW	packages/crepe/rollup.config.js	25	'placeholder',	CODE
LOW	packages/crepe/src/feature/index.ts	45	Placeholder = 'placeholder',	CODE

Milkdown/milkdown

Open-Source Code Quality, Security and Technical Debt Review